#Understanding behaviour of Customers of Apple via Apple support page

require(twitteR)
## Loading required package: twitteR
require(tm)
## Loading required package: tm
## Loading required package: NLP
require(SnowballC)
## Loading required package: SnowballC
require(wordcloud)
## Loading required package: wordcloud
## Loading required package: RColorBrewer
#setup twitter authentication
setup_twitter_oauth("uvwSAhwbyYwh3TeHbBHue02pL",
                    "jaIiz1ra2haEWRo7JTSySnD63OyTBF5qYtfOFAYSg5ySdtJ3kV",
                    access_token = "434165471-J1CncmyiGTqbtGBXtGGrxaIdmkY692eP0v9gw5bf",
                    access_secret = "2atEneElaOMYHL066OtUJOC5zyzl8qVdm4KYjtHcdM2eW")
## [1] "Using direct authentication"
#retrieving the tweets from twitter
tweets<- userTimeline("AppleSupport", n=1000)

 (nDocs <- length(tweets))
## [1] 1000
#convert tweets into data frames
tweetsdf <- twListToDF(tweets)
dim(tweetsdf)
## [1] 1000   16
#treatemnt for emoji & special characters
tweetsdf$text<- sapply(tweetsdf$text,function(row) iconv(row, "latin1", "ASCII", sub=""))

twittercorpus <- Corpus(VectorSource(tweetsdf$text))

#apply transformation - convert to lowercase
twittercorpus <- tm_map(twittercorpus, content_transformer(tolower))
head(inspect(twittercorpus),5)
## <<SimpleCorpus>>
## Metadata:  corpus specific: 1, document level (indexed): 0
## Content:  documents: 1000
## 
##    [1] @xomadame_xo let us know what version of ios you're running in dm. we'll partner together from there to investigate https://t.co/amvo9ujdzo          
##    [2] @litenlykke reaching out to the app's developers is a great step for this issue.                                                                     
##    [3] @huztlazgreed great inquiry! if autocall is enabled, it will dial your region's emergency services. dm us for more https://t.co/vt5kc7kvuc           
##    [4] @jonjonirwin we're here to help. have you tried any troubleshooting steps? send us a dm and let us know and we'll w https://t.co/b2uasm7utt          
##    [5] @ronnisk we'd like to hear more about the wi-fi issues you're speaking of. please dm us. we'll get started. https://t.co/gdrqu22ypt                  
##    [6] @childish_amari we'd like to help. so we know a little more, which device do you using and what version of software do you have installed?           
##    [7] @miserymag we know it's important to have access to your apple music. we're here to help. check out this link: https://t.co/9vq9vywzj2               
##    [8] @revolution4al thanks for reaching out. we're here to help. dm us so we can look into this further with you. https://t.co/gdrqu22ypt                 
##    [9] @nellemel let's help take a closer look into what is going on. please dm us the behaviors you're experiencing and w https://t.co/uh0jd9z5gm          
##   [10] @buterasullivan we can help you update your iphone. give our article a shot, and dm us if this continues: https://t.co/h9falbrode                    
##   [11] @chizileamerican we'd like to help. have you tried accessing your apps via a different network connection? send us https://t.co/aqc4bjfkj7           
##   [12] @m_najdi92 are you noticing the freezing occurring with specific apps? let us know in dm. https://t.co/gdrqu22ypt                                    
##   [13] @jillianleewhxte let's go ahead and move to dm and we'll see what else we may be able to do. https://t.co/gdrqu22ypt                                 
##   [14] @r_wolfcastle we're here to help you with your mac. dm us your macos version if you'd like to look into this deeper: https://t.co/gdrqu22ypt         
##   [15] @lordjones9 we'd like to look into this further. please reach out to our itunes store support team using this link: https://t.co/sdie7uiyjn          
##   [16] @alecbrooks2312 we want you to enjoy ios 11 on your current iphone and we'd like to help. dm us the country you're https://t.co/iybmzlfelh           
##   [17] @biawiefering we want to get your apple watch working again. send us a dm, and we'll meet up with you there. https://t.co/gdrqu22ypt                 
##   [18] @b16722 touch id is a great feature and we want you to enjoy it. what exactly happens when you try to use it to unl https://t.co/nhnmmxjbig          
##   [19] @theahsanahsan let's take a closer look into this issue. please select the following link to join us in a dm. https://t.co/gdrqu22ypt                
##   [20] @flaximus_prime thanks for reaching out. for help with the photos app, contact us here: https://t.co/ibiy3vmgpj https://t.co/gdrqu22ypt              
##   [21] @kop_this let's have a look at this together. can you please direct message us? https://t.co/gdrqu22ypt                                              
##   [22] @som3on3else we'd be happy to help. please dm us your apple device and the current software version installed to ge https://t.co/fpqbz75mjo          
##   [23] @besosbellasxo excellent! with the update, it may take some time as internet speeds can impact that time frame. dm https://t.co/lbv1gdr7ce           
##   [24] @chicagotony we'd be happy to help. please dm us with your apple device and the current ios version installed. https://t.co/gdrqu22ypt               
##   [25] @ricovalcanaia we'd love to help. dm us using the link below for further assistance. https://t.co/gdrqu22ypt                                         
##   [26] @9o745 we'll need more details. meet us in dm and we'll go from there. thanks. https://t.co/gdrqu22ypt                                               
##   [27] @mem_alloc we're here to help. dm us so we can look into this further with you. https://t.co/gdrqu22ypt                                              
##   [28] @hibolagerfeld we know your time is valuable. please dm us which device and software youre using. https://t.co/gdrqu22ypt                            
##   [29] @edwardjohnm we want to get to the bottom of this with you. so we can get started, could you join us in dm? https://t.co/gdrqu22ypt                  
##   [30] @katttie_lynn we'd love to look into this with you!  to do that, can you dm us what device we're working with today? https://t.co/gdrqu22ypt         
##   [31] @say_your_grace thank you. tell us in dm if you've checked your eligibility for additional applecare coverage? https://t.co/hhplvtvgdb               
##   [32] @cheshiremariana since our twitter support is available in english, get help at https://t.co/ibiy3vmgpj or join https://t.co/pvaoffpbjt              
##   [33] @chrisconley_ lets work together on this situation. which device are you using? are you streaming the songs via apple music?                         
##   [34] @carlos_pfz we'd like to look further into this with you. dm us and we'll continue support there. https://t.co/gdrqu22ypt                            
##   [35] @cocainepink__ thanks for reaching out. we'd be happy to look into this. what model of iphone do you have? dm us: https://t.co/gdrqu22ypt            
##   [36] @santytalk let's continue in dm. https://t.co/gdrqu22ypt                                                                                             
##   [37] @echooflawrence thanks for letting us know. dm us the type of computer you're using and it's os and we'll investiga https://t.co/qbrkk6d3xe          
##   [38] @_mforeman_ thanks so much for clarifying the issue for us. let's continue in dm using the link below. https://t.co/gdrqu22ypt                       
##   [39] @epra72 we'd like to provide some information to help. check out our article regarding the feature: https://t.co/vzvz37ymv0 dm questions.            
##   [40] @itsgabbayy we'd like to look into what's happening with your iphone with you. please send us a dm to get started. https://t.co/gdrqu22ypt           
##   [41] @ezzasarbini we can't wait for you to have ios 11 installed. meet us in dm so we can help. https://t.co/gdrqu22ypt                                   
##   [42] @mlboss30 we're here for you. take a look at the ios 11 for iphone manual here: https://t.co/ineegyvnsh have more q https://t.co/j0ffuge1d9          
##   [43] @s4hockey4 you can head over to our feedback site to let your voice be heard:  https://t.co/etpvyvfyd8                                               
##   [44] @taylordrysdale we're here for you!  please let us know how the button is broken exactly.  physically or does it just not function right?            
##   [45] @julian_littler we'd like to see if we can't help get that solved for you. dm us what country you are in and we'll https://t.co/vqls2nxfep           
##   [46] @exclusivelyrand our website here has the information you need: https://t.co/peimsbjsey please dm us if you need mo https://t.co/woqisiixk1          
##   [47] @b_kendall4 we can look into this facetime issue a little more. send us a dm, and we'll do everything we can to res https://t.co/lpjzbcdhzh          
##   [48] @banned4rmtwtr we'd be happy to look into this with you. dm us so we can get started. https://t.co/gdrqu22ypt                                        
##   [49] @paulinva hello! dm us and let us know more about what is happeneing when you try to sync.                                                           
##   [50] @spookyjalaena we'd recommend updating and making sure that your phone is up and running before going to sleep, or updating in the morning.          
##   [51] @bhatnaturally let's see what we can do to help. give these steps a try, and send us a dm if the issue persists: https://t.co/va8poic2wi             
##   [52] @ronkito were happy to help. could you let us know more details about these complications via a dm? well go from https://t.co/gfemfjqpk3             
##   [53] @perkinsian thanks for reaching out. we're here to help. dm us so we can look into this further with you. https://t.co/gdrqu22ypt                    
##   [54] @hcdancetheatre we'd be happy to look into any issues you're having. dm us with more details and we'll go from ther https://t.co/lo2w9opy1v          
##   [55] @ro55barton if you remove the song or album that will not play are you able to download the song again? does it pla https://t.co/64qilbizlx          
##   [56] @leslyirery well work through this to update your iphone. are you using itunes or the settings app to update with? https://t.co/tymj2r1no2           
##   [57] @mrdovahkiinsir we'd love to help. dm us using the link below for further assistance. https://t.co/gdrqu22ypt                                        
##   [58] @classykalie thanks for getting in contact!  we'd love to help.  which device is this happening on?  is it the badge notification alert?             
##   [59] @dbenk thanks for bringing this to our attention. when you say its getting closed, do you mean the app is force closing? can you elaborate?          
##   [60] @ccactuz got it. for the best assistance regarding your apple id, reach out to our account security team here: https://t.co/ujm15vmmm2               
##   [61] @nratre let's look into this with more detail. send us a dm. https://t.co/gdrqu22ypt                                                                 
##   [62] @bangerzgab24 have you tried any troubleshooting steps on your own? if so, let us know what has already been done, https://t.co/6uau2fauxv           
##   [63] @daydream2forget we'll be happy to assist you. could you please send us a dm so we can gather some info and take a https://t.co/rezivsxdhr           
##   [64] @lilwootyy we've got the steps you need. let's pair up in dm to get started. https://t.co/gdrqu22ypt                                                 
##   [65] @c3judge check out the steps under "manage imessage apps" to remove any unwanted ones: https://t.co/mfjfkn5q5v ques https://t.co/zpwqp13k4h          
##   [66] @projectpupil great question!  see the info in this article and let us know if it helps: https://t.co/g7bhuqnds6                                     
##   [67] @nadgryziony97 you can control music on the iphone from apple watch. press the digital crown to return to the face. https://t.co/xblzbgqb4l          
##   [68] @raysenr we want your device to work as expected. dm us details on the issue you're experiencing and we'll be glad https://t.co/slqittufbq           
##   [69] @justweetin32 we'd like to help get things back to normal. does this happen when you swipe up with any other apps?                                   
##   [70] @imcristianortiz we'll be glad to assist with that. how fast are you seeing it discharge?                                                            
##   [71] @goomyisgod thanks for reaching out to us. we've received your dm, and we'll continue working with you there.                                        
##   [72] @thekrazywabbit we'd be happy to look into any notification issues you may be experiencing. dm us details to get st https://t.co/qrcnydtfub          
##   [73] @hosewater2 we'd like to walk through some steps with you to help resolve this.  please send us a dm with the link https://t.co/ppaefpibxa           
##   [74] @michellecerva as the update time is tied to your network speed, another network may help provide a quicker update.                                  
##   [75] @samcoulstock absolutely, we have your back. follow these steps: https://t.co/ui1ytnocuz and dm if you still have t https://t.co/lijawqcxdp          
##   [76] @mindofjosh_ we're happy to help. reach us via dm to continue. https://t.co/gdrqu22ypt                                                               
##   [77] @stefanieribarra we'll be happy to help you get your contacts where you'd prefer them to be. let's go ahead and mee https://t.co/3fzwdshscv          
##   [78] @thats_just_moi hi there! can you provide some more specifics on how they're not syncing up, exactly? new messages, or older ones?                   
##   [79] @karteek10 we are here for you. that is the expected behavior in control center. check out this article:https://t.co/g7bhuqnds6                      
##   [80] @intoyouths hi there! what issues are you experiencing with your apple devices?                                                                      
##   [81] @dj_dashmusic we'd like some details to assist. what issues are you having with your iphone? let us know, we're happy to help.                       
##   [82] @allysglory updating is important. let's explore this. which iphone do you have?                                                                     
##   [83] @abelatwood let's continue our conversation in dm, and we'll explore options to assist further with getting the upd https://t.co/d0nxpk9wlp          
##   [84] @barlasam go ahead and send us a dm. we'll be happy to troubleshoot this with you. https://t.co/gdrqu22ypt                                           
##   [85] @lostn_t_woods this is expected behavior with ios 11. we welcome your feedback here: https://t.co/etpvyvfyd8 dm us https://t.co/fingq79qcy           
##   [86] @biawiefering we want to help out! what's going on with your apple watch?                                                                            
##   [87] @thehabitgamer let's look into this for you. send us a dm with your current macos and itunes version. https://t.co/gdrqu22ypt                        
##   [88] @extralarents are you currently able to use that method? if so, please do and keep us posted.                                                        
##   [89] @thatssokristina we're here to help. for help with ios updates, let's start here: https://t.co/ui1ytnocuz                                            
##   [90] @exclusivelyrand what was the version that you have installed? you can see by going to the apple menu &gt; about this https://t.co/g31rzq27hk        
##   [91] @shaynichelle23 we're here to help. let's start by comparing your settings to these for maximizing battery life: https://t.co/bivpdfbnj6             
##   [92] @and2digi we'd like to know more about what you are seeing. could you join us in dm with more info? https://t.co/gdrqu22ypt                          
##   [93] @mcmar that sounds like a good plan. send us a dm if you notice the same thing happening again tomorrow. https://t.co/gdrqu22ypt                     
##   [94] @danth0ny does the issue persist after a restart? here is how you can do that: https://t.co/owrdhwst4h                                               
##   [95] @akasseemm let's look into this together. how much time was passed since you updated, what was the charge on your iphone when it completed?          
##   [96] @david23525082 check out this link to see how to unenroll from the beta program and update to the release version: https://t.co/4xnb7wjvko           
##   [97] @ro55barton we're here to help. is icloud music library still turned on? you can check in settings &gt; music&gt; icloud music library.              
##   [98] @teamcarrie1212 we're happy to help. reach us via dm to continue. https://t.co/gdrqu22ypt                                                            
##   [99] @lg_1024 we're really glad to see that it's working! please feel free to reach out to us if you need any more help. have a great night!              
##  [100] @matt_ic3 we can help take a look at this. which type of iphone do you have? which version of the ios is installed on it?                            
##  [101] @thisguyev let's look at this together. please send us a dm with more details about your issue and we will go from https://t.co/8q91dyi10w           
##  [102] @ptotheson we'd love to help. how long has it been stuck? do you have a good wi-fi connection? which device model are you using?                     
##  [103] @kickhead got it. lets meet up in dm to investigate further. https://t.co/gdrqu22ypt                                                                 
##  [104] @anujasaw we'd be glad to help. could you tell us what kind of display, and what it is that you're trying to set up? thanks.                         
##  [105] @redjohhn you can update your iphone 5c to ios 10.3.3. check out this article for using itunes to update: https://t.co/80yrnjdfdk                    
##  [106] @cashewsmilk we'd love to take a look. please dm us which device and software youre using. https://t.co/gdrqu22ypt                                   
##  [107] @sudhir__bhati we're happy to help you out. please meet us in dm. https://t.co/gdrqu22ypt                                                            
##  [108] @con_lon_ check out this resource on how to redownload your music: https://t.co/i39aymjngb                                                           
##  [109] @dawhytecoco you're in the right place! let's see how we can help out in dm. message us through this link: https://t.co/gdrqu22ypt                   
##  [110] @tingyoma we're happy to help. meet us in dm and we'll go from there. thanks. https://t.co/gdrqu22ypt                                                
##  [111] @ldawg_5 let's partner together in dm to investigate, so we can ensure you get the charge you should be getting fro https://t.co/spselpnipp          
##  [112] @markcamperell that's not what we'd expect you to see. we're here to assist though. are you seeing a decreased speed of connection as well?          
##  [113] @futurrafree have you checked to make sure the emails didn't end up in your spam folder?                                                             
##  [114] @abelatwood awesome, you're on top of it! when the backup is done, this page offers guidance for updating in itunes: https://t.co/80yrnjdfdk         
##  [115] @zowema we'd like to help with the performance of your iphone.  dm us the country where you're located to get start https://t.co/hbrwtoqnb2          
##  [116] @squidlyman while apps in the dock no longer have labels in ios 11, apple welcomes your feedback on this here: https://t.co/etpvyvfyd8               
##  [117] @hyukdorie we're happy to assist you. dm us the specific issue you are having and we can work from there. https://t.co/gdrqu22ypt                    
##  [118] @ajm0701 got it. have you tried to restart your device? if not, let's do that with these steps: https://t.co/owrdhwst4h                              
##  [119] @almanac_jones thanks for reaching out. we'd like to know more to help. which iphone model are you currently using?                                  
##  [120] @jillianleewhxte thanks for trying. it would be best to update through itunes from here. this link helps: https://t.co/80yrnjdfdk                    
##  [121] @arixjin we received your dm and look forward to working with you to resolve this. https://t.co/gdrqu22ypt                                           
##  [122] @desireediaz we'd be happy to assist you with this. could you please send us a dm so we can gather some info and ge https://t.co/eqlbeej1sx          
##  [123] @slaviccthulhu thanks for clarifying. we want to get this fixed for you. send us a dm letting us know of any troubl https://t.co/n3h42ds3xs          
##  [124] @ayaehkathir reach out to us via dm, then we can advise you on this from there. https://t.co/gdrqu22ypt                                              
##  [125] @colorurhair we are here for you. if you are still having issues after adjusting these settings, reach out to us in https://t.co/ffnb2khjhz          
##  [126] @rommellockett does the issue persist after a restart? here is how you can do that: https://t.co/owrdhwst4h                                          
##  [127] @mafeeer_16 reach out to us via dm, then we can take a look at this with you from there. https://t.co/gdrqu22ypt                                     
##  [128] @brytonaltemose we always want your updates to go smoothly. tell us in dm a little more about what's going on. we'l https://t.co/xygtlsfyzd          
##  [129] @mama_loves_ham we welcome your feedback and recommendations here: https://t.co/etpvyvfyd8                                                           
##  [130] @kop_this have you confirmed your settings by going to settings &gt; music &gt; cellular data? dm us your reply to contin https://t.co/xtxt4v4mht    
##  [131] @wannabelikmike please dm us with more details to the troubleshooting steps that were performed and we'll go from t https://t.co/d4laejtlhi          
##  [132] @jd_danx let's work on this together. meet with us in dm and we'll get started. https://t.co/gdrqu22ypt                                              
##  [133] @kfcrain for order updates you can reach out to our online sales at the following link:  https://t.co/8yjrd1xo0i                                     
##  [134] @leozeragot good to know. have you tried to restart the iphone? let us know the answer in dm and we will continue t https://t.co/qimfdwqohc          
##  [135] @theahsanahsan you might find this link helpful: https://t.co/g7bhuqnds6                                                                             
##  [136] @hoosier2012 we have received your dm and will respond there shortly.                                                                                
##  [137] @vendochevette86 since our twitter support is available in english, get help at https://t.co/ibiy3vmgpj or join https://t.co/pvaoffpbjt              
##  [138] @mem_alloc we can help. is this the screen that comes up when you select the cloud icon?                                                             
##  [139] @tyedashawn we'd like to help. dm us details on the issue and include the device you're using. we'll go from there. https://t.co/gdrqu22ypt          
##  [140] @beerdockcouk we'd be happy to assist!  can you tell us more about the behavior you're experiencing with podcasts?                                   
##  [141] @barlasam that's not what we'd expect and want to help. are you seeing the battery life drop gradually or is it happening suddenly?                  
##  [142] @_omarghonim we'd like for you to be able to control your songs. have you tried a restart or other steps? let us kn https://t.co/kbg9sedbau          
##  [143] @carlos_pfz we want to help you update. what happens when you try and install? does it give you an error message?                                    
##  [144] @ifhil we appreciate the detailed information. let's monitor the situation from this point forward and let us know if the issue reoccurs.            
##  [145] @desireediaz we'd be happy to help. could you please send us a dm so we can gather some info and get started? https://t.co/gdrqu22ypt                
##  [146] @ayaehkathir we're here to help. which version of the ios is on the device currently?                                                                
##  [147] @anadol we would like to take a closer look at this with you. send us a dm letting us know which device you are usi https://t.co/cexrhs0ci8          
##  [148] @juliefromnc what happens if you remove it and re-add to your watch? dm us your reply. this link can help: https://t.co/kivqqt0dlt                   
##  [149] @besosbellasxo the update can vary in time. were you able to successfully start the update using the steps we previously sent?                       
##  [150] @extralarents let's take a closer look. are you attempting to activate via cellular, wi-fi, or a computer with itunes?                               
##  [151] @hibolagerfeld thanks for getting in touch. just to clarify, what are you trying to change in regard to music on the lock screen?                    
##  [152] @hectorentzana dm us using the link below. we'll work together from there. https://t.co/gdrqu22ypt                                                   
##  [153] @guzd32 we'd like to help. join us in dm and we'll explore ways to provide you assistance. https://t.co/gdrqu22ypt                                   
##  [154] @snapg415 we'd be happy to assist today. have you restarted your device since the battery widget stopped updating?                                   
##  [155] @say_your_grace we're here to help. so we can look into this with you, can you please tell us which country you're located in?                       
##  [156] @bryandmlee great question. you can provide your feedback here: https://t.co/etpvyvfyd8                                                              
##  [157] @mook_sarocha we're here for you. dm us and we'll go from there. https://t.co/gdrqu22ypt                                                             
##  [158] @sk1897 excellent, we're very glad we could help. have a great rest of your day!                                                                     
##  [159] @xxdale go ahead and try playing a video on different sites and with other apps. let us know if you experience the same thing.                       
##  [160] @xomadame_xo we'd love to help! let us know what device you're using, and what app you're managing messages in.                                      
##  [161] @anointedhope let's look into this together. dm us and we'll get started. https://t.co/gdrqu22ypt                                                    
##  [162] @mynameiswhat45 excellent, thanks.  please send us a dm and we can look into this further. https://t.co/gdrqu22ypt                                   
##  [163] @jkolesaric we'd love to help. you can manage and customize your music using the steps here: https://t.co/kprto9igph                                 
##  [164] @theaustin13 got it. let's take a look at this in dm. https://t.co/gdrqu22ypt                                                                        
##  [165] @angelaestelle got it!  please send us a dm and we'd be happy to look into this further with you. https://t.co/gdrqu22ypt                            
##  [166] @solitudekid thanks for getting in touch. send us a dm with the device and ios version you're using and we'll go fr https://t.co/62o5emgljf          
##  [167] @molinasole we offer support via twitter in english. get help in spanish here: https://t.co/ibiy3vmgpj or join https://t.co/oczyrx7ios               
##  [168] @ethanwhitefield thank you for reaching out. we encourage you to leave feedback about this feature by going to https://t.co/axetn6uiwx               
##  [169] @lulielu we're here to help. let us know what's going on and we can go from there.                                                                   
##  [170] @sarathenightowl we have a great site where you can leave your feedback and let your voice be heard: https://t.co/etpvyvfyd8                         
##  [171] @jsiggard when did you purchase the ring tones? where they purchased from itunes on a computer, or you iphone?                                       
##  [172] @ajm0701 we want you to enjoy your music. are you able to launch the music app?                                                                      
##  [173] @subhac thanks for that info. we'd like to help out. please send us a dm. https://t.co/gdrqu22ypt                                                    
##  [174] @snapeliminator got it. sounds like there may be an app loading data. have you checked background app refresh to see what may be running?            
##  [175] @goldomd okay. we'd like to gather some more information from you. send us a dm, and we'll continue working there. https://t.co/gdrqu22ypt           
##  [176] @rafaelcalimanr since our twitter support is available in english, get help at https://t.co/ibiy3vmgpj or join https://t.co/pvaoffpbjt               
##  [177] @borntobefvmous thanks for reaching out! we'd be happy to look into this. to start, dm us your current location, we https://t.co/5rs76nkkfz          
##  [178] @clintmarsh1961 thanks for contacting us. reach out here, for support with your apple tv: https://t.co/7qwcf19evm                                    
##  [179] @noon334 great! so glad we could help. we're here for you if you have any other questions. have a great rest of your day.                            
##  [180] @tropicana101x let's look into this together. please send us a dm and we will to from there. https://t.co/gdrqu22ypt                                 
##  [181] @pdubl22 we appreciate your feedback regarding the 3d touch multitasking gesture. let us know online at:  https://t.co/etpvyvfyd8                    
##  [182] @eileendarlin if trying to sign in with two-factor authentication during setup, select "didn't get a verification code" and get an sms.              
##  [183] @stevenkister1 that's certainly not what we'd expect you to see. what type of battery life have you seen so far?                                     
##  [184] @stephenalgino96 please dm and tell us what country you're located in. we'll be happy to look into your service opt https://t.co/wci8jtvquy          
##  [185] @ldawg_5 it's important for a charge to last like you'd expect. let's work together to investigate! how strong is your cellular signal?              
##  [186] @konkodelamonko lets work together to get this addressed. could you let us know what items arent appearing via a https://t.co/4gjmuv78hc             
##  [187] @danth0ny let's work to get that taken care of. is this specific to your imported pdf files, or do no files at all work in ibooks?                   
##  [188] @ak_335 we appreciate your feedback regarding the new font. please send us your feedback by clicking this link: https://t.co/etpvyvfyd8              
##  [189] @oh_betsy17 we'd like to help. join us in dm and we'll explore ways to provide you assistance. https://t.co/gdrqu22ypt                               
##  [190] @lg_1024 while it's possible your car doesn't yet support ios 11, let's see what else we can figure out. have you tried re-pairing it?               
##  [191] @fzlurrehman we're at your service. to backspace or delete on the calculator app, swipe left on calculators display.                                 
##  [192] @nratre thanks for the screenshot. have you tried restarting both your apple watch and iphone since the update?                                      
##  [193] @sgallegos0330 you can locate the app of the day by scrolling down on the today section of the app store.                                            
##  [194] @lostn_t_woods here's more info about podcasts: https://t.co/gqvexeknrj what happens when you try to use the up next function?                       
##  [195] @projectpupil what happens when you restart your iphone and try the mail app again?  here's how to restart: https://t.co/owrdhwst4h                  
##  [196] @x__sarai we'd like to gather some more information for better troubleshooting. can you dm us the country you are l https://t.co/kaurdykbxp          
##  [197] @nicius30 since our twitter support is available in english, get help at https://t.co/ibiy3vmgpj or join https://t.co/pvaoffpbjt                     
##  [198] @ehed reach out to us via dm, then we can advise you on this from there. https://t.co/gdrqu22ypt                                                     
##  [199] @haknmrc thanks for the clarification. take a look here: https://t.co/i39aymjngb                                                                     
##  [200] @camilomendezrom hi! which device are you using, and could you provide some examples of the slowness?                                                
##  [201] @_therickestrick when you go to settings &gt; battery on your iphone what apps are showing as using the most power?                                  
##  [202] @akaacee we've replied to your dm, please follow-up with us there. https://t.co/gdrqu22ypt                                                           
##  [203] @slaviccthulhu hi there. is the music app closing on its own?                                                                                        
##  [204] @redjohhn we can help with your update. which iphone are you using?                                                                                  
##  [205] @s_horv let's see what we can do together. follow the steps in this article: https://t.co/wivzlsk5oq dm us the resu https://t.co/x9tocsi6bn          
##  [206] @sanmaan_13 let's look further into this for you. send us a dm with which device you are using and if the issue onl https://t.co/fifqpc3iqj          
##  [207] @douglas_lopez we offer support via twitter in english. get help in spanish here: https://t.co/ibiy3vmgpj or join https://t.co/oczyrx7ios            
##  [208] @prankingwife great! if still having issues trying to update with itunes, reach out to us in dm and we'll continue https://t.co/xgc8kdqjxc           
##  [209] @undfan2000 perfect. keep us updated on what you find out.                                                                                           
##  [210] @mynameiswhat45 do you use any other devices with apple music?  if so, are your playlists present on there?                                          
##  [211] @andlizdad we offer support via twitter in english. get help in spanish here: https://t.co/ibiy3vmgpj or join https://t.co/oczyrx7ios                
##  [212] @dcaliboy12 thanks for checking that. send us a dm next and we'll continue to help with this. https://t.co/gdrqu22ypt                                
##  [213] @puneetsachdeva we'd be happy to look into this with you. dm us and we'll go from there. https://t.co/gdrqu22ypt                                     
##  [214] @nigelwadsworth hello, thanks for reaching out. check out:  https://t.co/ddoytd3oqv &amp; dm us if you still have quest https://t.co/igiaywqwwx      
##  [215] @amurray1107 we'd like to look into this with you more. please send us a dm and we'll see how else we can help. https://t.co/gdrqu22ypt              
##  [216] @tjkohl thanks! we got the dm. we'll continue with you there.                                                                                        
##  [217] @gauthierauclair that's not an experience we want you to have. is this slowness happening in a specific app on your iphone?                          
##  [218] @jess_tender dm us using the link below. we'll look into things from there. https://t.co/gdrqu22ypt                                                  
##  [219] @haley_varnado03 let's see what we can do. start with the suggestions in this article: https://t.co/5kootzbxj1 let us know how it goes.              
##  [220] @_geniuzgfx we're here to help make sure your iphone works perfectly. dm us, and we'll check this out. https://t.co/gdrqu22ypt                       
##  [221] @echooflawrence we'd be happy to help. what error message or number are you getting when trying to install?                                          
##  [222] @sebastiantobar we'd like to know more about what happened. send us a dm with some information, please. https://t.co/gdrqu22ypt                      
##  [223] @gwaks7 we definitely want to take a look into this. select the following link to join us in a dm and let us know t https://t.co/uovtovy9aq          
##  [224] @ifhil thanks for connecting with us. we'd be happy to look into this. have you restarted your iphone since the issue started?                       
##  [225] @ch310 let's see what could be causing this. please send us a dm, we'll move forward from there. https://t.co/gdrqu22ypt                             
##  [226] @fabien_baker you're certainly welcome! let us know if we can be of any more help.                                                                   
##  [227] @jadekins_ we'd love to take a closer look t this with you. shoot us a dm and let's work together. https://t.co/gdrqu22ypt                           
##  [228] @afrodude480 okay, let us know if the steps here resolve the behavior for you: https://t.co/p76gaa97kg                                               
##  [229] @healing_happy18 we're glad to look into this with you. meet us in dm and we'll continue there. https://t.co/gdrqu22ypt                              
##  [230] @prizzilluxe alright, thanks for letting us know. send us a dm next and let us know what country you live in please. https://t.co/gdrqu22ypt         
##  [231] @mama_loves_ham in ios 11 the arrow has been changed to an app store icon. tapping on it will give you the option to add stickers.                   
##  [232] @xxdale does it occur with a specific website? does the issue occur with any other app when streaming video content?                                 
##  [233] @decfry97 thanks for clarifying that. do you have access to a computer with itunes installed?                                                        
##  [234] @haytayxx got it, thanks. since this has started, have you tried a normal restart of your iphone? https://t.co/n9bf3l9h6y                            
##  [235] @jlcloud578 let's take a look at your apple music together. which device are you using, what os does it have? what country are you in?               
##  [236] @decfry97 we'd be happy to help out. let's meet up in dm so we can go into more detail. thanks! https://t.co/gdrqu22ypt                              
##  [237] @ilimitedgaming got it. try the steps here and let us know if it helps: https://t.co/4dqfr4gh4g                                                      
##  [238] @redzlf it's important for accessibility features to work like you expect. do you see the same behavior with smart invert and classic?               
##  [239] @chico_zeno11 send us a dm and tell us which country you're contacting us from, and we'll find the next steps to as https://t.co/xzw97aubtk          
##  [240] @mariojr_69 we would like to look into this further for you. reach out to us in dm. https://t.co/gdrqu22ypt                                          
##  [241] @matteblackcnma we'd like to know more about what's going on. can you send us a dm with details? we'll go from ther https://t.co/b2kqueti8s          
##  [242] @cdtellier for security reasons, could you contact us via phone using the link we previously provided?                                               
##  [243] @zialfarizi if you reset your device while signed in to your apple id in icloud you'll be prompted for your apple id for the activation lock         
##  [244] @lcarterisreal dm us using the link below. we'll work from there. https://t.co/gdrqu22ypt                                                            
##  [245] @sebastiantobar we'll be happy to look into this. dm us which device you're using and we'll get started. https://t.co/gdrqu22ypt                     
##  [246] @sgallegos0330 thanks for reaching out to us. please let us know which ios version you are using and we can go from there.                           
##  [247] @carladirty lets work together on this situation. are you noticing delays with particular apps? let us know via a https://t.co/cm71o6tefu            
##  [248] @davidjuliantoo we can assist you with your battery life. dm us using the link below for further assistance. https://t.co/gdrqu22ypt                 
##  [249] @w_catplayer thank you. let's look into this further. please send us a dm including which iphone model you have. https://t.co/gdrqu22ypt             
##  [250] @zendaiyaz we'd be happy to help. could you please send us a dm so we can gather some info and take a look? https://t.co/gdrqu22ypt                  
##  [251] @jesuestuamigo let's take a look at what's going on. is twitter the only app affected? let us know in dm and we wil https://t.co/wqxqldsdkr          
##  [252] @rafaelcalimanr since our twitter support is available in english, get help at https://t.co/ibiy3vmgpj or join https://t.co/pvaoffpbjt               
##  [253] @elishamundy have you restarted normally since this began? if not, use the following article as a guide to restart: https://t.co/owrdhwst4h          
##  [254] @futurrafree we want to help you with family sharing. to start, how is the organizer inviting you to family sharing?                                 
##  [255] @dfp_id specifically which preview option do you have selected?                                                                                      
##  [256] @stef_trevino we can help you send messages to all of your friends. give our article a shot: https://t.co/2hgnqh8vvq tell us how it goes.            
##  [257] @azonde_ we want you to love ios 11 on your iphone. let's see what we can do to get these issues resolved. send us https://t.co/zm9vfbhg1k           
##  [258] @gamingtundra thanks for confirming. let's take a closer look at this in dm. let us know which country you're locat https://t.co/vn18kizpvx          
##  [259] @prankingwife did you try to install it by connecting your iphone to itunes on your computer this time? did you get an error message?                
##  [260] @hxbrat  got it. are you trying to update over wi-fi or using itunes? please respond with a dm. https://t.co/gdrqu22ypt                              
##  [261] @yourlilasian congrats on the new iphone 7! let's gather some more information to help. please send us a dm telling https://t.co/7iifla8ldf          
##  [262] @ehed you'll need to sync music to your apple watch. you'll be able to stream music on the apple watch in a later os version.                        
##  [263] @dzaffrann thanks for clarifying. you won't need the apple tv remote app to use those controls in control center: https://t.co/vodh4madjc            
##  [264] @mollybikes4life thanks. dm us the country you're in and let us know how good your signal is and we'll continue sup https://t.co/wdk4pcz19c          
##  [265] @dd_nyc we'd be happy to help. send us a dm and we can go from there. https://t.co/gdrqu22ypt                                                        
##  [266] @el_greene_go thanks for the info. what apps have you opened where this happens?                                                                     
##  [267] @nickwrightbiker we're happy to take a look at any slowness issues you may be having after the ios 11 update. send https://t.co/zjtab38bku           
##  [268] @butterfield for issues with your apple tv we recommend that you reach out to our apple tv experts here:  https://t.co/ibiy3vmgpj                    
##  [269] @kikssammy let's continue in dm. https://t.co/gdrqu22ypt                                                                                             
##  [270] @dedsab we'd love to clear that up for you. what specifically do you see when looking for notifications? more here: https://t.co/2txgov5s2m          
##  [271] @davestevensbg21 that can certainly put a damper on your day. send us a dm with the country you're located in, we'l https://t.co/borkrwksdk          
##  [272] @snapeliminator we're happy to look into this. could you tell us if you're seeing any apps or updates downloading from the app store?                
##  [273] @x__sarai we're happy to help. does the issue happen when using specific apps? let us know to continue.                                              
##  [274] @x8_bit_tabx thanks for reaching out to us about the podcast app. this appears to be the standard configuration at this time.                        
##  [275] @m_herink thanks for letting us know. going forward, reach out to us in dm and we'll continue further from there. https://t.co/gdrqu22ypt            
##  [276] @projectpupil we'd love to help with mail. what ios device are you currently using?                                                                  
##  [277] @rogue_baronmc wed like to look into this with you. can you please send us a dm? https://t.co/gdrqu22ypt                                             
##  [278] @djnolanroth wed like to understand more about this. what happened with your app that caused this message to pop u https://t.co/th9tg0jdi6           
##  [279] @eileendarlin having your iphone working again is what we'll work towards together. did you restore it as new in itunes? which model is it?          
##  [280] @mariojr_69 which device is this occurring on? when did this start happening? which software version is it running?                                  
##  [281] @sk1897 check for auto-brightness setting under "automatically adjust the screen brightness" in this article: https://t.co/gvy8yxcine                
##  [282] @undfan2000 do you only use apple music on your iphone, or do you use it on other devices as well? if others, does it happen there too?              
##  [283] @mynameiswhat45 we can help with apple music.  have you checked to see if icloud music is enabled?                                                   
##  [284] @angelaestelle we'd love to lend a hand!  which device are you using and have you ever seen this happen before?  when did it begin?                  
##  [285] @shriram17 thanks for bringing this to our attention. meet us in a dm so we dig a bit further into these matters. https://t.co/gdrqu22ypt            
##  [286] @funraisers we're here to help. let's get you in contact with our apple tv team here: https://t.co/ibiy3vmgpj                                        
##  [287] @spookyjalaena have you tried updating using itunes? https://t.co/80yrnjdfdk                                                                         
##  [288] @bigpuppapomp if you haven't already, go ahead and restart your iphone. let us know in dm whether that resolved the https://t.co/hl7tbrqiqv          
##  [289] @goldomd hey there. we'd like to take a look at this with you. could you tell us more about what's happening? which device is this on?               
##  [290] @drbetodg let's look into this for you. send us a dm with how long a full charge is lasting on ios 11. https://t.co/gdrqu22ypt                       
##  [291] @elitedirk great news! you are showing on the most up-to-date ios version. if you have further questions, feel free https://t.co/dc57w7eue4          
##  [292] @misterfabe we're here to get you connected. give these steps here a try &amp; see if they help: https://t.co/sxbhzfs2lm                             
##  [293] @iloveidevices we can definitely help here. dm us and tell us more about what's going on. https://t.co/gdrqu22ypt                                    
##  [294] @haytayxx that's not expected. which iphone model and ios is this happening on? let us know, we're happy to help.                                    
##  [295] @ferpiuswale we're glad you got in touch with us. let's continue working via dm, and we'll be happy to work with yo https://t.co/uwzp5crkdq          
##  [296] @piercedtedybear we'd be happy to look this over with you. please meet us in dm so we may gather information, and better assist.                     
##  [297] @stefanieribarra great question! we need a few details in order to assist. what kind of iphone do you use? what ios is installed?                    
##  [298] @liampvince we'd like to look into further troubleshooting. let's meet up in direct message. https://t.co/gdrqu22ypt                                 
##  [299] @xavierjetskiii got it. lets give this link a try instead: https://t.co/gdrqu22ypt                                                                   
##  [300] @lakrsfan24 does the issue persists after you restart the device?                                                                                    
##  [301] @maranchi got it. dm us, and we can look into this deeper. https://t.co/gdrqu22ypt                                                                   
##  [302] @catchunnies thanks for contacting us. we've answered your dm. look for our correspondence there. https://t.co/gdrqu22ypt                            
##  [303] @dwrightway1 hey dorell, we'd like to see what we can do. reach out to us in dm and we'll get started. https://t.co/gdrqu22ypt                       
##  [304] @dj_luchey we've received your dm and we'll follow up with you there shortly. https://t.co/gdrqu22ypt                                                
##  [305] @elishamundy that's certainly not behavior we'd expect from your iphone. let us know how long this has been happening, we'd love to help!            
##  [306] @ilimitedgaming we'd love to help in any way we can. what error are you receiving? are you trying to update through itunes or over wi-fi?            
##  [307] @carolinagirlgg you can access night shift on ios 11. check out the section that says, "turn on night shift": https://t.co/nbe76doiem                
##  [308] @iamryanwarner we're here for you. send us a dm with your iphone model, along with details on what's happening, and https://t.co/qhcm1bjslu          
##  [309] @chris_200 let's get you pointed in the right direction!  our app support team will be happy to assist at: https://t.co/ibiy3vmgpj                   
##  [310] @el_greene_go got it. what exactly are you doing when the iphone freezes? are you able to use the iphone at all?                                     
##  [311] @palezer0 we're glad to help. find out which model has the features you're looking for &amp; compare them all here: https://t.co/oli0y1y0xt          
##  [312] @gokhanafsar1 we offer support via twitter in english. contact us for help in your preferred language here: https://t.co/ibiy3vmgpj                  
##  [313] @fannydarrar does the same thing happen after restarting and trying with your cellular data?  here's how to restart: https://t.co/owrdhwst4h         
##  [314] @abd3ui thanks for clarifying. those can only be turned completely off in settings. you can find out more here: https://t.co/g7bhuqnds6              
##  [315] @tigren alright, thanks for confirming those details. join us in dm with more details and we can continue to troubl https://t.co/xotf3r1qai          
##  [316] @corvankruchten got it. we recommend following the steps outlined in our support article here: https://t.co/jmbuwh4fsj                               
##  [317] @jagratdesai we want to look further into this issue. reach us via dm to continue. https://t.co/gdrqu22ypt                                           
##  [318] @eeshanjgd our pleasure. we're glad to hear it's working now. if there's anything you need in the future, reach out. we'll be happy to help.         
##  [319] @fagnerarq let's get a charge back into your iphone. check out these tips for maximizing battery performance: https://t.co/bgb00taxed                
##  [320] @jaime_hawk looking at your screenshot it appears wi-fi isn't currently connected. let's also try without the vpn. https://t.co/ep2d2ypver           
##  [321] @meehaa17 we'd love to look into that with you. please join us in dm to get started. https://t.co/gdrqu22ypt                                         
##  [322] @smittymightrule let's work on it together, starting with a standard restart. here's how: https://t.co/owrdhwst4h                                    
##  [323] @abelatwood do you have a recent backup? what about updating through itunes: https://t.co/80yrnjdfdk                                                 
##  [324] @pizzarioss we'd be happy to look into this with you more in detail.  please reach out to us via dm and we'll get s https://t.co/w1bdkkqv9u          
##  [325] @paleweaves reach out to us via dm, and we'll be happy to work with you on this from there. https://t.co/gdrqu22ypt                                  
##  [326] @ch310 we'd like to help. to start, let's go ahead and restart your iphone: https://t.co/owrdhwst4h let us know if that made a difference.           
##  [327] @bookjh we can help with the keyboard! are you not seeing the options for off, left and right in the settings app?                                   
##  [328] @cnquinones we're here for you. please dm us the device and version of os you're currently using and we can go from https://t.co/awnjjwpitf          
##  [329] @memahesh4 we want your apple watch and iphone to arrive on time. check out our article for shipping info: https://t.co/w2stuzwc0b                   
##  [330] @asiancowboy13 we're glad were able to remove those cards. if you need more help, contact our apple pay experts: https://t.co/ibiy3vmgpj             
##  [331] @david_____0 we'd love to help. tell us what issue you are having specifically in dm using the link below. we can g https://t.co/p1yixfuhrt          
##  [332] @kikssammy does the issue persist if you download a new song?                                                                                        
##  [333] @laz we'd love to help. dm us at the link below to get started. https://t.co/gdrqu22ypt                                                              
##  [334] @corinnoel_ it's our pleasure! feel free to reach out if you have questions in the future. we're always happy to help.                               
##  [335] @flashcobra89 that setting has moved! check here: settings &gt; general &gt; accessibility &gt; display accommodations &gt; auto-brightness          
##  [336] @jillianleewhxte just to clarify, did you also try the steps under, remove and download the ios update again: https://t.co/bdxpi2vaar                
##  [337] @cdtellier we'd like to take a look into your account with you. for security reasons, reach out to us here: https://t.co/ujm15vmmm2                  
##  [338] @haknmrc we're happy to help with your music. the music that is missing, is it music that was previously purchased via itunes?                       
##  [339] @chelsboy90 we understand what you mean. next, turn the icloud music library off and then back on. let us know if you see your music after.          
##  [340] @_therickestrick let's take a look. does this happen when using any specific app or function?                                                        
##  [341] @itskirtesh have you tried restarting the device to see if this helps resolve it? if not, let's try that and let us know how it goes.                
##  [342] @meowllorym this is not something we like to see. let us know where you're located in dm here: https://t.co/gdrqu22ypt                               
##  [343] @leozeragot which device are you currently using?                                                                                                    
##  [344] @emilyshoree got it, so you're going to go to settings &gt; notifications &gt; photos &gt; memories and turn off the three alert settings at the top.
##  [345] @treypapii thanks for the info. are you connected to wi-fi or lte? if you're connected to wi-fi, try lte, and let us know what happens.              
##  [346] @mjlangdon content from the itunes store it automatically plays in highest-quality format for your device: https://t.co/sfdfhkes3n                   
##  [347] @liniman got it. next, let's check to make sure the calculator app is installed by searching for it in the app store.                                
##  [348] @xxdale got it, thanks. which app are you using when this issue occurs? also, confirm the ios your iphone is currently running.                      
##  [349] @pao_qr does this happen on both wi-fi and cellular data? let us know in dm. https://t.co/gdrqu22ypt                                                 
##  [350] @prizzilluxe thank you for trying those steps. it might take up to 24 hours to activate imessage. have you waited past this time?                    
##  [351] @dianaquo you're very welcome. please keep us posted on the results.                                                                                 
##  [352] @justincovington thanks for clarifying. let's continue in dm so we may better assist you. https://t.co/gdrqu22ypt                                    
##  [353] @ashgar4 we appreciate your feedback regarding the new font. please send us your feedback by clicking this link: https://t.co/etpvyvfyd8             
##  [354] @sara_finn5 thanks for reaching out to us. we'd like to help get this issue resolved. which version of ios are you https://t.co/3tdbwyd5zt           
##  [355] @nickdossman let's check your settings at settings &gt; accounts &amp; passwords. scroll and check to see if mail is set to push or fetch new data.  
##  [356] @afrodude480 let's take a look at this together!  to begin, are you trying to update via wi-fi or itunes?  also, what does the error say?            
##  [357] @trav_tatman we'd be happy to look into this with you. send us a dm and we can start there. https://t.co/gdrqu22ypt                                  
##  [358] @mariojr_69 we're here for you. how can we help?                                                                                                     
##  [359] @tsinkit thanks for the screenshot. from here, lets select reset protected data. dm your results. https://t.co/gdrqu22ypt                            
##  [360] @tcl71tx we can help you get pointed to the right direction. click here to reach out to one of our apple tv experts: https://t.co/ibiy3vmgpj         
##  [361] @omnchimnee thanks for confirming. let's follow the steps in this article to see if we can resolve that sound issue: https://t.co/4kux8rhhgx         
##  [362] @heyscottyj hi there. dm us the iphone model that you're using and version of ios installed on it. we'll investigat https://t.co/c9yzd0amm2          
##  [363] @georgewongyf we'd be happy to look into this with you more in detail.  please reach out to us via dm and we'll get https://t.co/jswa2aaaeg          
##  [364] @i99507 apple welcomes suggestions. heres a great link to submit your feedback: https://t.co/etpvyvfyd8                                              
##  [365] @hajjdavid hey there! that's certainly unusual. let's look into it further via dm: https://t.co/gdrqu22ypt                                           
##  [366] @abdulatifzetawi thanks for contacting us. we're always looking for feedback. leave feedback for this here: https://t.co/odftc9v7tq                  
##  [367] @thebatknight_16 thanks for reaching out to us. please send us a dm and we can chat with you there. https://t.co/gdrqu22ypt                          
##  [368] @fabien_baker are you able to send a dm using twitter's website? if not, you can connect with us via phone or chat: https://t.co/ibiy3vmgpj          
##  [369] @adilanwer9 syncing or reindexing data after a software upgrade can cause temporary warmth. check this for more: https://t.co/otcvuaafqq             
##  [370] @crazyripps let's look into this together. send us a dm with more information, and we'll go from there. https://t.co/gdrqu22ypt                      
##  [371] @flowmastr1x that is currently how it is set up. we welcome your feedback on this. to submit that you can go here: https://t.co/etpvyvfyd8           
##  [372] @timoyfrancisco thank you for letting us know! please feel free to reach out to us again if you need any more help. have a great night!              
##  [373] @amurray1107 we'd suggest reading over our website here that shows you how to optimize your battery settings:https://t.co/tpjqfp3jxd                 
##  [374] @desmillicious we want to help you with your notifications. send us a dm and tell us if this happened with just mes https://t.co/zebxadl86r          
##  [375] @omarkj we'd like to help get apple music working for you. is this happening when trying to play a specific song/al https://t.co/cwlicc0wla          
##  [376] @larvitax we'd love to help with this. reach out to us in dm &amp; tell us more about what's going on. https://t.co/gdrqu22ypt                       
##  [377] @yourlilasian we've got your back. which device are you using with your music?                                                                       
##  [378] @buddapsl we want your voice to be heard regarding this! we review all feedback and suggestions submitted here: https://t.co/etpvyvfyd8              
##  [379] @chico_zeno11 thanks for that info. if you head to settings &gt; music, are show apple music and icloud music library enabled?                       
##  [380] @richmor50 we are here to help whenever possible. dm the specific issue you are having with a radio and your iphone https://t.co/l4mvqkbuez          
##  [381] @jaime_hawk we'd like to help. join us in dm and we'll explore ways to provide you assistance. https://t.co/gdrqu22ypt                               
##  [382] @liampvince are all apps currently up to date as well? we'll help isolate the issue and get it resolved.                                             
##  [383] @dashirey93 we'd like to look into this with you. dm us and we'll continue there. https://t.co/gdrqu22ypt                                            
##  [384] @alocksw thanks for reaching out today! we've received your dm and will follow up with your there shortly.                                           
##  [385] @kendan97 we'd be happy to assist. tell us more about the issues you're encountering in dm. we'll go from there. https://t.co/gdrqu22ypt             
##  [386] @con_lon_ storing and listening to music is a huge part of your iphone experience. was this music downloaded from itunes or apple music?             
##  [387] @xavierjetskiii we want to help. it sounds like your apple id may still be active on that iphone. send us a dm and https://t.co/3igoaybufv           
##  [388] @mista_duval we'd like to look into this further. click here to join us in dm:                                                                       
##  [389] @marna_ar we offer support via twitter in english. get help in spanish here: https://t.co/ibiy3vmgpj or join https://t.co/oczyrx7ios                 
##  [390] @mrsjessicaleary happy to help. there isn't a way to remove the app drawer. however, we welcome your feedback here: https://t.co/etpvyvfyd8          
##  [391] @kibris10 that's great news! we're here if you find you need help later on. take care!                                                               
##  [392] @thepizzaknight_ thanks for trying those steps! let's discuss this further in dm. https://t.co/gdrqu22ypt                                            
##  [393] @t_stroods how long does a full charge usually last, let us know in dm. https://t.co/gdrqu22ypt                                                      
##  [394] @bribadalamente2 we welcome and encourage your feedback and suggestions! please provide them here: https://t.co/etpvyvfyd8                           
##  [395] @rallen_ca we would like to take a look at this further for you. reach out to us in dm. https://t.co/gdrqu22ypt                                      
##  [396] @whales34 we can help! here's an article loaded with tips on improving your battery life and performance: https://t.co/tpjqfp3jxd                    
##  [397] @dcaliboy12 are you able to turn apple music off and back on from these settings? try to enable icloud music once apple music is back on.            
##  [398] @terpioneer we want to look into this further. dm us and we'll work from there. https://t.co/gdrqu22ypt                                              
##  [399] @hxbrat keeping your iphone up-to-date is important. we'd like to help. which model of the iphone are you using?                                     
##  [400] @owxiandeep we're glad to hear everything is working normally. you can find out more about control center online at: https://t.co/g7bhuqnds6         
##  [401] @gamingtundra got it. let's check out settings &gt; music &gt; volume limit and see if that was enabled.                                             
##  [402] @ferpiuswale that's not normal and we can help. did you update to the recent ios version?                                                            
##  [403] @jordantadeu_ thanks for contacting us. we've answered your dm. look for our correspondence there.                                                   
##  [404] @emilyshoree let's take a look. are you wanting to turn off all notifications for photos or just the ones about new memories?                        
##  [405] @bigpuppapomp we can help resolve this issue. to confirm, is cellular data turned on in the settings app &gt; cellular?                              
##  [406] @brit1883 happy to hear that! if you have any other issues, let us know. were available every day from 5 a.m. to 8 p.m. pacific time.                
##  [407] @oh_betsy17 we are more than happy to help. which iphone model are you using?                                                                        
##  [408] @treypapii got it. what does the error message say? the error message you're getting will help determine the steps we use to fix it.                 
##  [409] @kingdoment_ad let's see what we can do. which ios version are you running? reply in dm to get started. https://t.co/gdrqu22ypt                      
##  [410] @funkintt let's fix this together. have you restarted your phone since updating? try the steps here: https://t.co/5kootzbxj1                         
##  [411] @agaultra we're happy to see what we can do to assist. what apps are crashing? let us know in dm. https://t.co/gdrqu22ypt                            
##  [412] @usbaldos we're happy to look into this with you. send us a dm telling us which country you're in, and well get st https://t.co/qawe48qelm           
##  [413] @rockstarmaxey we understand how important it is for your iphone to work. we want to help. dm us if you'd like us t https://t.co/yrunsspirz          
##  [414] @riddikuluslwt thanks for reaching out. we're here to help. dm us so we can look into this further with you. https://t.co/gdrqu22ypt                 
##  [415] @brtackett great!  thanks for checking that out.  has it happened again since the first time you were notified?                                      
##  [416] @seeitbelieveit wed like to look further into this. please dm us more info on what happened to continue. https://t.co/gdrqu22ypt                     
##  [417] @jagichan28 we'd like to gather some more information for better troubleshooting. can you dm us the country you are https://t.co/1gcouikdia          
##  [418] @selftitlednpi got it! follow up with us in dm. tell us the version of ios installed there. https://t.co/gdrqu22ypt                                  
##  [419] @itzstitchyt marvelous! please feel free to reach out to us again if you need any more help. have a great night!                                     
##  [420] @andymartin1175 have you restarted your ipad again since the update? if not, this page offers the recommended steps: https://t.co/owrdhwst4h         
##  [421] @prizzilluxe go to settings &gt; general &gt; date &amp; time and make sure you time zone is set correctly.                                          
##  [422] @besosbellasxo we'll be happy to help you get your device updated. check out: https://t.co/ui1ytnocuz let us know i https://t.co/niuzrc40ir          
##  [423] @kmcardenas92 thanks for reaching out to us! what kind of device do you have? dm us with details, and we'll see how https://t.co/plonexhu0w          
##  [424] @abd3ui we'll be happy to look into that with you. what happens when you toggle them from control center?                                            
##  [425] @jaysee_au we'd like to hear more about this incident. send a dm with date &amp; time of the interaction you encountere https://t.co/mz09su2j8e      
##  [426] @theamazingeorge thanks for reaching out. \n\nhere's how to customize control center: https://t.co/vodh4madjc \n\nlet us know if this helps.         
##  [427] @asiancowboy13 great question! check out this article for managing cards used with apple pay: https://t.co/gjbckzgfcd                                
##  [428] @jkeimel let's get you to the right place for help. get in touch with our apple tv experts here: https://t.co/ibiy3vmgpj                             
##  [429] @arturoortizcom thanks for reaching out to us; we want to help. let's meet up in dm to work on this together, pleas https://t.co/f9r6sehez2          
##  [430] @hoodiehaught we can help. dm us which device and ios version you're running and we can get started. https://t.co/gdrqu22ypt                         
##  [431] @eeshanjgd thanks for letting us know. since you closed out, is the message still showing?                                                           
##  [432] @undfan2000 have you tried closing out of the music app and then re-opening it?                                                                      
##  [433] @kickhead great, thanks for completing that. are you using a specific app when these issues occur?                                                   
##  [434] @underoath0609 we'd like to help. join us in dm and we'll explore ways to provide you assistance. https://t.co/gdrqu22ypt                            
##  [435] @havertyj that's very unexpected in the mail app, and shouldn't be happening. is the app automatically quitting, or becoming unresponsive?           
##  [436] @jaime_hawk we're here to help. try connecting to wi-fi to quickly download your apps.                                                               
##  [437] @frnndreynoso thanks for letting us know. let's take a closer look together in dm. https://t.co/gdrqu22ypt                                           
##  [438] @9o745 lets see whats going on. can you tell us which device this is happening on? does restarting the device help?                                  
##  [439] @thejdtruth let's get to the bottom of it together. please dm us to continue from here. https://t.co/gdrqu22ypt                                      
##  [440] @w_catplayer thank you for your patience. have you tried to power off and restart? follow the steps here: https://t.co/n9bf3l9h6y                    
##  [441] @sameyecan we want you to love ios 11 on your iphone. let's get this resolved. send us a dm to get started. https://t.co/gdrqu22ypt                  
##  [442] @gennamillerr we'd like to look into this. dm us the details and we'll go from there https://t.co/gdrqu22ypt                                         
##  [443] @noon334 the size of apps is visible when scrolling down further under the section titled, "information". let us know if you don't see it.           
##  [444] @t_stroods let's get this figured out. were you streaming music over cellular data?                                                                  
##  [445] @leozeragot since our twitter support is available in english, get help at https://t.co/ibiy3vmgpj or join https://t.co/pvaoffpbjt                   
##  [446] @davidjames94 do not respond to this email. please visit this link to report this phishing attempt: https://t.co/lnmcdqt6fd                          
##  [447] @teryyynnn could you meet us in dm so that we may dig a little deeper into this issue? https://t.co/gdrqu22ypt                                       
##  [448] @fabien_baker is your device connected to a wi-fi network? dm us with details, and we'll work together to find a so https://t.co/ovkqr6f42w          
##  [449] @dogswoon let's see if we can help improve this for your iphone. are you using the original lightning cable and power adapter?                       
##  [450] @baseddilly let's see how you're using your iphone.  dm us the model iphone and ios version you're using to get sta https://t.co/dn3w7fwque          
##  [451] @lespich08 the decision to publish on itunes or apple music is made by the artist, label, or distributor.                                            
##  [452] @exclusivelyrand our website here shows you how you can find your macos version: https://t.co/atsjr8bjec                                             
##  [453] @abelatwood which update method are you attempting to update it through and do any error messages appear?                                            
##  [454] @chelsboy90 thank you for checking that for us. let's have you try to restart your ipod and then check for your music again.                         
##  [455] @hastagaspacho what happens when you try to update safari from the app store? dm us with details, and we'll see how https://t.co/vppo4id5cz          
##  [456] @corvankruchten we'd be happy to assist. give the steps under "get help" a try and let us know how it works: https://t.co/ugrrgm2ojf                 
##  [457] @fagnerarq since our twitter support is available in english, get help at https://t.co/ibiy3vmgpj or join https://t.co/pvaoffpbjt                    
##  [458] @oritangi we're here to help. is this happening with only one email account or different ones? which iphone do you have?                             
##  [459] @kat_niicole let's move to dm, and we'll take a closer look at the music app. https://t.co/gdrqu2kzhr                                                
##  [460] @theindyirwin excellent! feel free to get in touch with us if you need help with anything else.                                                      
##  [461] @nakajimakenchin it's our pleasure! have a great night!                                                                                              
##  [462] @justincovington let's get you back to enjoying your music. does music still play through the speakers of your apple device?                         
##  [463] @beckmilas if you're unable to use that laptop, we recommend borrowing a friend or family members to test.                                           
##  [464] @bodaciousbeer hello there! let's reach out to our itunes billing team for assistance with this: https://t.co/sdie7uiyjn                             
##  [465] @ehausnj we value feedback and suggestions on what we can change. tell us more here: https://t.co/etpvyvfyd8                                         
##  [466] @xxdale we'd like to know more to assist. which device does this occur on? let us know and we'll continue.                                           
##  [467] @mikd33 we're glad they're still on your ipad. which iphone did you update? tell us in dm. https://t.co/gdrqu22ypt                                   
##  [468] @aqualitymess  since noticing this, have you had a chance to restart your device? let's take things to dm for the n https://t.co/3xwdxp9smc          
##  [469] @timoyfrancisco we'd love to help! when you restart, does the camera widget come back?                                                               
##  [470] @naimaasif_ alright, thanks for the details. join us in dm with any troubleshooting steps you've tried and we can t https://t.co/eqsd8lsi64          
##  [471] @officialehallz thanks for the information. we'll continue in dm.                                                                                    
##  [472] @timothymoriarty the ipod classic isn't bluetooth capable, so using airpods won't be an option.                                                      
##  [473] @corinnoel_ we're here for you. check out settings &gt; notifications &gt; messages &gt; show preview. you can edit the setting from there.          
##  [474] @johndstrunk apps for ios devices are now exclusively available in the new app store for ios. check it out here: https://t.co/owuhlnlygh             
##  [475] @terpioneer thank you for reaching out, well be glad to help. how long does it take to happen after a restart? https://t.co/owrdhwst4h               
##  [476] @danielpersing thanks for checking. send us a dm using the link below and we'll continue. https://t.co/gdrqu2kzhr                                    
##  [477] @lasouthern328 the control center is a quick way to disconnect, but turning them off still happens in settings. see: https://t.co/gulxyksd91         
##  [478] @quincydrumland wed love to help. please dm us, letting us know the behavior youre experiencing, as well as the d https://t.co/wa2j5dbuv5            
##  [479] @cioelucy we want to help with your contacts. reach us via dm to continue. https://t.co/gdrqu22ypt                                                   
##  [480] @undfan2000 thanks. does this issue occur with multiple songs or just one specific song?                                                             
##  [481] @mhg_arg alright. could you let us know more details about the exchange and battery complications via a dm? well m https://t.co/ccrzcr7cuw           
##  [482] @dzaffrann are you referring to the audio controls section in control center? for reference, please click here: https://t.co/vodh4madjc              
##  [483] @chico_zeno11 let's team up to resolve this. are you an apple music or itunes match subscriber?                                                      
##  [484] @reneemcdowell please send us a dm of what happens when you try and send a video and we will go from there. https://t.co/gdrqu22ypt                  
##  [485] @prosperjamel we'd be happy to look this over with you. please meet us in dm so we may gather information, and bett https://t.co/dqsq03hdqz          
##  [486] @quetool we'd love to help. dm us which watchos you are currently on. https://t.co/gdrqu22ypt                                                        
##  [487] @awkjules we appreciate you trying that. so that we can provide the best support options for your region, dm the co https://t.co/mpnz3xdzmx          
##  [488] @bklafleur_ thanks for contacting us. just to clarify, are these charges regarding something you purchased from the itunes or app store?             
##  [489] @alejandrasquire there wouldn't be a way to change the signal representation. you're welcome to leave feedback at: https://t.co/n599dzqwre           
##  [490] @abi_rumsey let's work together to figure out where your photos went. join us in dm with more information about wha https://t.co/akpha8j0or          
##  [491] @hockapop we'll help in any way we can. start with the tips here and let us know how it goes. https://t.co/bivpdfbnj6                                
##  [492] @boristsch we welcome feedback for our devices, apps, and software. check out this feedback link to let us know: https://t.co/etpvyvfyd8             
##  [493] @quadders let us know if this helps: https://t.co/fqrjxw8kzn                                                                                         
##  [494] @thepizzaknight_ thank you for reaching out. you can verify your payment information here: https://t.co/y0yoircza7                                   
##  [495] @_caseywarner thank you for the screenshots. please dm us and we'll get to the bottom of these issues together. https://t.co/gdrqu22ypt              
##  [496] @dcaliboy12 is the device currently connected to wi-fi? if so, do you have the ability to test it using a different wi-fi network?                   
##  [497] @lynsay we know how important battery life is and will do everything we can to help. please dm us and we can go fro https://t.co/rfpszoqhjg          
##  [498] @cyberneticgeek we'd like to resolve these problems with you. please dm us more details of what's going on and we'l https://t.co/6vluqvscta          
##  [499] @drdogbert this is expected behavior with ios 11. if you'd like, you can leave feedback about this here: https://t.co/etpvyvfyd8                     
##  [500] @gamer10horacio are you having trouble connecting to the app store? if so, what device are you using?                                                
##  [501] @bearofficial2 understood. lets explore your options together. send us a dm to continue. https://t.co/gdrqu22ypt                                     
##  [502] @mellonsr you're very welcome.                                                                                                                       
##  [503] @ba4091 we're here for you. please dm us the device and version of os you're using and we can go from there. https://t.co/gdrqu22ypt                 
##  [504] @frg90 we know maps is an important app to have working. please shoot us a dm with details on the issues you're exp https://t.co/rvspvzdvsa          
##  [505] @jillianleewhxte let's try the steps in this article: https://t.co/ui1ytnocuz let us know if the issue persists after those steps.                   
##  [506] @sam092800 we want to help. reach us via dm to continue. https://t.co/gdrqu22ypt                                                                     
##  [507] @kikssammy we'd be happy to look into this with you. are these newly downloaded or songs you've had prior to updating?                               
##  [508] @tarikhh2 let's look into this for you. send us a dm and we can check on available options. https://t.co/gdrqu22ypt                                  
##  [509] @josepouso1 wed like to help. could you meet us in dm to discuss. https://t.co/gdrqu22ypt                                                            
##  [510] @lucasbrunosales you're very welcome! we're happy to hear that fixed it! feel free to reach out to us again if you need us!                          
##  [511] @cointilt we'd be happy to look into this with you. can you provide us which device and ios version you're using?                                    
##  [512] @je99icaa we're happy to figure out what may be causing this to happen! join us in dm with the steps you've already https://t.co/txpj8iagt7          
##  [513] @mlsports12 this is not the experience we want for you with our new ios. could you provide us details of what you'r https://t.co/ecyyms8wlc          
##  [514] @mista_duval have you tried any troubleshooting steps such as, restarting your phone?                                                                
##  [515] @owxiandeep we can help you find out why this is happening. what type of device are you using with ios 11?                                           
##  [516] @lostn_t_woods which device are you using to listen to the podcasts?                                                                                 
##  [517] @thejdtruth thanks for clarifying. have you had a chance to restart your iphone since noticing this behavior? pleas https://t.co/cpkrvllzp6          
##  [518] @giabluewolf great news! you actually can record audio on the screen as well. check out this article for info: https://t.co/4luybb7kns               
##  [519] @simontwenty4 we'd like to get a little more information. send us a dm with the details of what you're seeing and w https://t.co/wmbkdlz0ln          
##  [520] @thecryptoboss we'd like to help. dm us what country or region you're located in. https://t.co/gdrqu22ypt                                            
##  [521] @calster1 we're glad that's resolved! we'd also love to hear your feedback. you can leave it here: https://t.co/etpvyvfyd8                           
##  [522] @_xquisitelove we're always looking to improve. let your voice be heard by sharing feedback with us here: https://t.co/9nrorksx0d                    
##  [523] @stuckonmads weve received your dm and will continue to work with you there.                                                                         
##  [524] @romanlinley1 wonderful! we're happy to see that you can access the app store. please let us know if you need more help. have a great night!         
##  [525] @mac_sawce okay, thanks! we'd like to look into this further with you. let's continue in dm. https://t.co/gdrqu22ypt                                 
##  [526] @gabsbeauclair since our twitter support is available in english, get help at https://t.co/ibiy3vmgpj or join https://t.co/pvaoffpbjt                
##  [527] @_mforeman_ are you getting an error message when attempting to add music to your library?                                                           
##  [528] @thewilsyboy lets check to be sure wi-fi assist isn't on. this article will explain how to check: https://t.co/dnbz8vncby                            
##  [529] @liampvince this isn't normal. has the device been turned off and back on since the update?                                                          
##  [530] @shamgod___ were happy to help. could you let us know more details about the complications you're facing via a dm? https://t.co/axauopzuwl           
##  [531] @rob1974 our pleasure. enjoy watchos 4 and ios 11! we're here for you if you have any other questions whatsoever.                                    
##  [532] @rebeccaporter_ thanks for reaching out to us. you can find a few microphones geared for ios devices here: https://t.co/fvdlyhglmr                   
##  [533] @ajaxpik thanks for reaching out. we're here to help. dm us so we can look into this further with you. https://t.co/gdrqu22ypt                       
##  [534] @scot_ruddock what version of ios are you currently running? does this happen with multiple networks?                                                
##  [535] @yaboideweyy we're glad you were able to resolve this issue. if you need any assistance in the future, let us know!                                  
##  [536] @talalmarashli we'd love to help with the battery. dm us what country or region you're located in. https://t.co/gdrqu22ypt                           
##  [537] @officialehallz which model do you have and which exact ios version? are you using a beta version?                                                   
##  [538] @willhuber27 we'd like to help.  could you direct message us so that we can get more information? https://t.co/gdrqu22ypt                            
##  [539] @amurray1107 lets look into this together. about how long does a full charge last would you say?                                                     
##  [540] @xxlaineybugukxx we certainly want siri to talk to you. let's check the settings to make sure she's set to respond: https://t.co/7mwdoablwv          
##  [541] @jon81uk we're happy to help.  to start, can you tell us what type of device and version of software you're using?                                   
##  [542] @laurenmachi we'd love to hear your feedback about the features you'd like to see here https://t.co/etpvyvfyd8                                       
##  [543] @naimaasif_ let's help. can you tell us which model you're using? also, do you experience this issue while using a specific application?             
##  [544] @loganrufus1 have you tried uninstalling and reinstalling the app?  can you dm us your exact version of ios from se https://t.co/3vzcx2xbwc          
##  [545] @dred242 you're welcome.                                                                                                                             
##  [546] @thezieglerstans let us help out. dm us with the link below and share details about what is missing. we'll take a l https://t.co/nd9bmek0wr          
##  [547] @brit1883 we're happy to get your music playing. take a look at this article for some reasons why they're gray: https://t.co/edstvsbhd0              
##  [548] @tuleshed thanks for reaching out. dm which iphone you are using to get started. https://t.co/gdrqu22ypt                                             
##  [549] @chelsboy90 let's get your music back.  can you check to see if icloud music library is turned on under settings &gt; music?                         
##  [550] @roadrunneri80 we're here to help. let's take this to dm so we can better assist you. https://t.co/gdrqu22ypt                                        
##  [551] @ehed you'll want to make a playlist and sync it with your apple watch. the link we sent previously guides you through that process.                 
##  [552] @kalashkeote fantastic! glad to hear that restarting your device helped.                                                                             
##  [553] @caradenopal we'd be happy to point you in the right direction.  can you dm us what version of ios you are running? https://t.co/gdrqu22ypt          
##  [554] @sparktheduderbx let's team up in dm and we'll explore ways to provide you assistance. https://t.co/gdrqu22ypt                                       
##  [555] @mfperezcr thanks for that info. go ahead and dm us and we can look into this with you further. https://t.co/gdrqu22ypt                              
##  [556] @kylejmacc let's take a further look. dm us what country or region you're located in. https://t.co/gdrqu22ypt                                        
##  [557] @joshpwills we want to make sure your iphone is in top shape. could you join us in dm with some more details? https://t.co/gdrqu22ypt                
##  [558] @carloscourts we'd be happy to assist. please send us a dm so we can gather some information and take a look. https://t.co/gdrqu22ypt                
##  [559] @18miguel10 you're welcome.                                                                                                                          
##  [560] @filmbot we'd like to look into this with you. are you currently on the public release?                                                              
##  [561] @jay_tillman do you have a computer like a desktop or laptop available to update utilizing itunes with?                                              
##  [562] @hagzlol which iphone model do you have? please send us a dm. https://t.co/gdrqu22ypt                                                                
##  [563] @interstellarho wed like to help. lets meet up in dm to figure this out. https://t.co/gdrqu22ypt                                                     
##  [564] @fabien_baker is there a specific app you can't download or is it all apps?                                                                          
##  [565] @prizzilluxe we'd be happy to look into this with you.  can you tell us what happens when you try to use imessaging?                                 
##  [566] @thepav0 this article explains the new bluetooth and wi-fi functions in ios 11: https://t.co/mke66lhah4\ndm us any q https://t.co/tisy2opdtm         
##  [567] @mehitsbeth dm us using the link below. we'll work together from there. https://t.co/gdrqu22ypt                                                      
##  [568] @umtaldenano have you tried restarting your device?  let's dig into this deeper over dm: https://t.co/gdrqu22ypt                                     
##  [569] @selftitlednpi let's see what we can do to help out. did you reset settings on your iphone, or did you restart the iphone?                           
##  [570] @romanlinley1 you're most welcome! we look forward to hearing from you.                                                                              
##  [571] @lespich08 we'd be happy to. go ahead and let us know what's going on and we'll do all we can to assist.                                             
##  [572] @stevenlao thats not the type of experience we want you to have with ios 11 and the app store. dm us and we'll get https://t.co/ihqdawsxfc           
##  [573] @scot_ruddock we're here to help. would you please tell us which apple device are you using? https://t.co/gdrqu22ypt                                 
##  [574] @w_catplayer thank you for your patience. what happens when you try to use screen recording? here is more info: https://t.co/3avfrytbbb              
##  [575] @thejdtruth we'd be glad to look into this with you. where are you noticing performance issues? is it in a specific app or apps?                     
##  [576] @krzycarew let's team up in dm and we'll explore ways to provide you assistance. https://t.co/gdrqu22ypt                                             
##  [577] @benm89 wed like to help further. please send us a dm letting us know which version of windows you are using. https://t.co/gdrqu22ypt                
##  [578] @theaustin13 do you also experience this issue while connected to wi-fi?                                                                             
##  [579] @tigren we'd be happy to help figure out what's going on! are you using a particular app when this happens?                                          
##  [580] @betahuskynl thanks for reaching out. let's look into this together. send us a dm so we can help you there. https://t.co/gdrqu22ypt                  
##  [581] @aqualitymess thanks for that information. please send us a dm letting us know what the error says, and we'll be ha https://t.co/hdywczmxpc          
##  [582] @patduuuuuuuugan we'd like to look into this further, let's meet up in direct message and continue. https://t.co/gdrqu22ypt                          
##  [583] @laurennedwardss ok, got it. go ahead and dm using the link below. we'll continue together there. https://t.co/gdrqu22ypt                            
##  [584] @jtcymru reach out to us via dm, then we can assist you from there. https://t.co/gdrqu22ypt                                                          
##  [585] @imconservative2 thats not what we expect. we want to partner with you to investigate the decrease in performance! let us know more via dm.          
##  [586] @notoriouswilll thanks for confirming. can you let us know what apps use the most battery via dm? https://t.co/5jbdy2yalh                            
##  [587] @erikwbryan thanks for reaching out. if you'd like, you can block the number. find instructions here: https://t.co/ryxzgdk3lz                        
##  [588] @andrea_ag1998 we offer support via twitter in english. get help in spanish here: https://t.co/ibiy3vmgpj or join https://t.co/oczyrx7ios            
##  [589] @ejpeg let's take a closer look into this with you. send us a dm and we can go from there. https://t.co/gdrqu22ypt                                   
##  [590] @lemonishbieber lets see whats going on. to start, can you tell us which device this is happening on, and the software it is running?                
##  [591] @mattymatt5 thanks for confirming. dm which headphones you are using to continue. https://t.co/gdrqu22ypt                                            
##  [592] @markpachas we'll be happy to help. send us a dm and let us know more details and the country you're in. https://t.co/gdrqu22ypt                     
##  [593] @_edgarchicago you're welcome. let us know if you have any further questions. have a good day!                                                       
##  [594] @kingsolarr thanks for reaching out. try out the steps in this article: https://t.co/ui1ytnocuz does this help?                                      
##  [595] @kat_niicole okay. and in settings &gt; music, are both icloud music library and show apple music turned on?                                         
##  [596] @rohan247 thanks for reaching out to us. at this time, we would greatly appreciate it if you could restart you device. keep us informed.             
##  [597] @loganrufus1 are there any app updates available? did you recently make any changes to the device?                                                   
##  [598] @peaceovermind what are you seeing going on? we'll do all we can to assist.                                                                          
##  [599] @jc52891 let's meet up in direct message so we can do some further troubleshooting. https://t.co/gdrqu22ypt                                          
##  [600] @marcabcd we've got your dms, and we look forward to working with you there.                                                                         
##  [601] @loeysthetic ok, if that's not working then you'll just want to update it through itunes: https://t.co/80yrnjdfdk                                    
##  [602] @elviriavaldaz we want to help. reach out via dm using the link below. https://t.co/gdrqu22ypt                                                       
##  [603] @dockev_ let us know if this helps: https://t.co/k85lkx7fkb                                                                                          
##  [604] @pseudopatrick send us a dm and let us know more details. we're ready to help troubleshoot this with you. https://t.co/gdrqu22ypt                    
##  [605] @tolusaba we'd be happy to look this over with you. please meet us in dm so we may gather information, and better a https://t.co/mzlvm29tox          
##  [606] @dawnk777 if your battery isn't lasting as long as you'd expect, check out: https://t.co/bivpdfbnj6 and https://t.co/2vorgjssvf for help.            
##  [607] @campaignjames we're always happy to help! feel free to reach out if you have any future questions, or concerns!                                     
##  [608] @prankingwife thanks.  take a look at this article and let us know if it works. https://t.co/ui1ytnocuz                                              
##  [609] @mghrd18 thanks for reaching out to us. when you have the time, submit some feedback about that here: https://t.co/etpvyvfyd8                        
##  [610] @geena_house we hope that it works this time as well. we definitely want you to be able to experience ios 11.                                        
##  [611] @jayeantonio we'd be happy to take a look!  to begin, does this occur in the heart rate app as well?  check out: https://t.co/cm7nwthncc             
##  [612] @stevecarlsontx we are here to help whenever possible. dm the specific issue you are having with your battery to ge https://t.co/kyf50di9e8          
##  [613] @lemexicanburito we're here to help. we'd like to know which iphone model you are using, and which version of ios is currently installed?            
##  [614] @gabrielmolina86 we offer support via twitter in english. get help in spanish here: https://t.co/ibiy3vmgpj or join https://t.co/oczyrx7ios          
##  [615] @breyiawthefro we can help if you are experiencing an issue with your iphone. which iphone model are you using?                                      
##  [616] @ishinegomez thanks for getting us that info. we'd like to review some troubleshooting steps with you. in order to https://t.co/ievin51kn9           
##  [617] @laurendawnfox29 we'd be happy to look into this with you, lauren. to start, please send us a dm to tell us which i https://t.co/7ozjnarwvg          
##  [618] @exclusivelyrand we can certainly help you find out. can you tell us what version of macos you're using with your imac?                              
##  [619] @hannahsss_ lets figure this out together. give us some details on what youre noticing with your iphone, &amp; well look into it with you.           
##  [620] @rowanstrang this is done with the app switcher like ios 10. check this out: https://t.co/ri6umarmx1                                                 
##  [621] @theonetruebix the search function exists in ios 11. more info here: https://t.co/c5o3pctnd0                                                         
##  [622] @edmondarwich we'd like to help. does restarting the iphone help resolve this issue?                                                                 
##  [623] @frnndreynoso we're here for you. have you tried to restart the device? are you missing the playlist tab or all playlists added?                     
##  [624] @paularoxas_ dm us using the link below. we'll work together from there. https://t.co/gdrqu22ypt                                                     
##  [625] @rainbautista we're going to do all we can to work towards a resolution. select the following link to join us in a https://t.co/qcs2drhxqm           
##  [626] @johndstrunk the following page details some changes made in the latest version of itunes: https://t.co/pxsezbmq8z dm us with any questions!         
##  [627] @me_aj83 thanks for reaching out. we're here to help. dm us so we can look into this further with you. https://t.co/gdrqu22ypt                       
##  [628] @_jbaker812_ let's see what's going on in dm. send us a message with details. we'll meet you there. https://t.co/gdrqu22ypt                          
##  [629] @gamingtundra thanks. have you noticed the issue with volume while using specific apps, or is the volume lower across the entire system?             
##  [630] @efsb thanks for clarifying. once the apps have updated, do the issues continue?                                                                     
##  [631] @koyikkodann we offer support via twitter in english. contact us for help in your preferred language here: https://t.co/ibiy3vmgpj                   
##  [632] @revolution4al okay, let's go to settings &gt; general &gt; background app refresh and disable that for now.  does that help the battery drain?      
##  [633] @clarkbentmusic wed like to look in to this with you. please send us a dm letting us know which device you are usi https://t.co/yyqeqwpy71           
##  [634] @danny_8 we want to help you. if you haven't yet, let's try a quick restart and see if that helps: https://t.co/owrdhwst4h                           
##  [635] @mfperezcr let's take a look at this together. is this the messages app that comes with your iphone or is it a third party app?                      
##  [636] @alexmustang1988 glad to hear it's working properly. let us know if you need any other assistance.                                                   
##  [637] @mellielangie we know how important it is to charge your iphone and maximize battery life.  can you dm us your vers https://t.co/etdw8ur9uf          
##  [638] @xkinghouston we'd like to help. please let us know more about what's going on with your apple watch.                                                
##  [639] @agewdeater okay, thanks. let's continue in dm. https://t.co/gdrqu22ypt                                                                              
##  [640] @altiusxo what country are you currently located in? let us know in dm: https://t.co/gdrqu22ypt                                                      
##  [641] @frenchpoodle08 we'd like to help the best we can. which iphone model are you using, and which version of ios is cu https://t.co/iojfm8xls0          
##  [642] @roro44 dm us using the link below. we'll look into this from there. https://t.co/gdrqu2kzhr                                                         
##  [643] @flowmastr1x we'd like to help. what method are you using to try to clear them?                                                                      
##  [644] @_spacegray let's take a closer look into this together. send us a dm and we can start there. https://t.co/gdrqu22ypt                                
##  [645] @qrt_143 understood. the control center functions are a little different in ios 11. this article has the details: https://t.co/oihzhlx0s7            
##  [646] @yaboideweyy we're here to help with any issues you may have with the iphone. please provide a description of the i https://t.co/xrwsxnk37z          
##  [647] @reneemcdowell we can help! what device are you currently using with ios 11?                                                                         
##  [648] @bthouston11 we'd like to look at this with you. are the missing songs ones that you purchased from itunes?                                          
##  [649] @umtaldenano we'd be happy to help with the updated control center in ios 11.  check out: https://t.co/ars5eaaiuf                                    
##  [650] @ticklishbigfoot we'll be glad to look into this with you. when you connect to wi-fi, does it have the same problem?                                 
##  [651] @ronniewahlberg thanks for reaching out!  we've received your dm and will continue with you there.                                                   
##  [652] @timsondrup it looks this issue may be related to cellular connection. lets try to reset the network settings: https://t.co/sxbhzfs2lm               
##  [653] @shamanmarketer if you change your mind, we're happy to help. were available every day from 5am-8pm pacific.                                         
##  [654] @dazzalurie let's look into this together. send us a dm and we'll follow up there. https://t.co/gdrqu22ypt                                           
##  [655] @brandensugden got it, that makes sense. let's continue chatting about this via dm so we can take a closer look. https://t.co/gdrqu22ypt             
##  [656] @pmoeser our online store support is the best place for help with your recent order. you can reach them here: https://t.co/8yjrd1xo0i                
##  [657] @abelatwood we'll do everything we can to help. are you using wi-fi or itunes to update your device?                                                 
##  [658] @aymanalghanim we'll be glad to assist you. can you tell us more about what you need help with?                                                      
##  [659] @sweetlysabrina we encourage you to provide your feedback on this feature here:  https://t.co/etpvyvfyd8                                             
##  [660] @oizhre we'd be happy to look into these with you. please send us a dm, we'll move forward from there. https://t.co/gdrqu22ypt                       
##  [661] @edgaritop we offer support via twitter in english. get help in spanish here: https://t.co/ibiy3vmgpj or join https://t.co/oczyrx7ios                
##  [662] @bearofficial2 is the iphone currently on, or has it drained? if it's on, try to restart. if off, force restart: https://t.co/n9bf3l9h6y             
##  [663] @kickhead thank you for your patience. let's go ahead and try a restart first. follow the steps here: https://t.co/n9bf3l9h6y                        
##  [664] @imthenerdfather we'd love to help you with sending your videos! please send us a dm to investigate further. https://t.co/gdrqu22ypt                 
##  [665] @officialehallz ok, and have you already restarted the device since the download stopped working?                                                    
##  [666] @mista_duval do you still see the favorites section on both devices and they are just empty or is the section missing altogether?                    
##  [667] @jonathanbs_82 thanks for letting us know. we'd like to check some additional details on your device. send us a dm https://t.co/scbnchpbvb           
##  [668] @rory_burrows we'd love to look into this. what are you experiencing with the app store? which device and software version do you have?              
##  [669] @vitoadams_ wed be happy to look into this for you. to get started, follow the steps here to see if they help: https://t.co/ui1ytnocuz               
##  [670] @djevanblake ok great, and how long is it taking to open applications? a few seconds, a few minutes, etc?                                            
##  [671] @aissaabdullah hi there. bluetooth and wi-fi can now be turned off completely in settings. learn more here: https://t.co/gulxyksd91                  
##  [672] @cthrnysml we want to help. send us a dm and we'll go from there. https://t.co/gdrqu22ypt                                                            
##  [673] @alatamohamad we value feedback and suggestions on what we can change. tell us more here: https://t.co/etpvyvfyd8                                    
##  [674] @scottbentleyy alright. you'll want to reach out to our itunes billing department here: https://t.co/sdie7uiyjn                                      
##  [675] @kur1 how are you attempting to wake up the iphone? raise to wake, home button or sleep/wake button? same effect fr https://t.co/jzm8gwwrpn          
##  [676] @shamanmarketer got it, thanks. regarding the bluetooth, does this occur when using a specific app? also, does it occur on another device?           
##  [677] @yasasanuradha terrific! were glad to hear that. feel free to reach out to us if you need anything in the future.                                    
##  [678] @_caseywarner we want you to enjoy your iphone &amp; ios 11. let's focus one topic at a time. swipe the control center up to find your music.        
##  [679] @txbi99 we'd like to look into this further. please click here to connect with us in dm. we'll continue there: https://t.co/gdrqu22ypt               
##  [680] @elijahdixon_ sorry to see. do you see any errors?\n\nif you have not tried already, please restart the iphone. https://t.co/n9bf3l9h6y              
##  [681] @mvdleek let's take a closer look. here's a link to dm us. https://t.co/gdrqu22ypt                                                                   
##  [682] @eeshanjgd that's unexpected. does the thread still show if you restart the messages app or your iphone? let us know, we'd like to help.             
##  [683] @david_odonoghoe let's discuss some factors that can cause this to happen. dm us with the link below to get started. https://t.co/gdrqu22ypt         
##  [684] @eyesnurse sorry for the confusion. let's try that one more time: https://t.co/8yjrd1xo0i                                                            
##  [685] @boristsch bluetooth and wi-fi behave a little differently in ios 11. check out this article for more info: https://t.co/g7bhuqnds6                  
##  [686] @teryyynnn wed like to help. does restarting your iphone seem to work at all? https://t.co/owrdhwst4h                                                
##  [687] @notoriouswilll we certainly don't expect that. let's see what we can do to help. how long does it take from a full charge until 0%?                 
##  [688] @ganimu_ could you tell us what you're having issues with, in direct message? https://t.co/gdrqu22ypt                                                
##  [689] @princessleah160 we're here to help. which device are you using &amp; what ios version are you running?                                              
##  [690] @regularstefanie we'd like to help. tell us which device you're using in dm. we'll go from there. https://t.co/gdrqu22ypt                            
##  [691] @tli_mark thanks for reaching out. we're here to help. dm us so we can look into this further with you. https://t.co/gdrqu22ypt                      
##  [692] @sendayalor great news.  you're welcome.                                                                                                             
##  [693] @jamesd3v please send us a dm and we will go from there. https://t.co/gdrqu22ypt                                                                     
##  [694] @caswelladrian let's take a close look into this issue. please select the following link to join us in a dm. https://t.co/gdrqu22ypt                 
##  [695] @iceblueminki we're here to help. leftover itunes credits will stay on your account until your next purchase through the itunes store.               
##  [696] @kristaintaylor we're here for you. send us a dm and tell us if this happens when after cleaning your touch id: https://t.co/nkzli3ej1i              
##  [697] @aqualitymess wed love to help with your messages. do you receive any error alerts when you send a text?                                             
##  [698] @fadiassaed thanks for reaching out to us. try the steps in this article for screen recording: https://t.co/4luybb7kns                               
##  [699] @mztroliver thanks for that information. send us a dm so we can continue to talk with you there. https://t.co/gdrqu22ypt                             
##  [700] @mileyfan2017 we would be glad to take a look at this for you. reach out to us in dm. https://t.co/gdrqu22ypt                                        
##  [701] @pao_qr we'd like to help, have you tried accessing this while connected to a different network?                                                     
##  [702] @madysonpaiige_ we don't have the ability to uninstall ios 11. we can troubleshoot any issues you might be having on your iphone.                    
##  [703] @josh__parr do you have a mac or pc? if so, try updating through itunes: https://t.co/80yrnjdfdk\n\nlet us know the results.                         
##  [704] @me_alhazmi what country are you located in? facetime availability varies across the globe. dm us, and we'll sort i https://t.co/hys6fqdxmh          
##  [705] @masterhefe let's dig a little deeper.  send us a dm letting us know which country you are located in to get starte https://t.co/khjxfozwnb          
##  [706] @bagfullofideas let's see how we can help. have you tried adjusting your settings since updating your software? https://t.co/bivpdfbnj6              
##  [707] @notdylanchase okay. are you experiencing the lag during a specific use or app?                                                                      
##  [708] @efsb we're glad it's working properly once again. please let us know if you run into any other issues.                                              
##  [709] @lubenzz let's meet in dm to explore what steps to take next. send us a message below. https://t.co/gdrqu22ypt                                       
##  [710] @dockev_ we're here for you. do you receive any type of error message while it's connected?                                                          
##  [711] @dmitrydykin are you using the native twitter app? if not, you can connect with us via phone or chat here: https://t.co/ibiy3vmgpj                   
##  [712] @kathrynannee lets work together on this situation. how long has this been happening? let us know via a dm. well https://t.co/iguibwglwx             
##  [713] @_edgarchicago hey there. to make sure were on the same page, do you mean animoji? if so, check out this article: https://t.co/69goh8o3ny            
##  [714] @u_n_i_verz thanks for reaching out. we're here to help. dm us so we can look into this further with you. https://t.co/gdrqu22ypt                    
##  [715] @patduuuuuuuugan if you go into the music app and play the music, does it currently play?                                                            
##  [716] @isabellesavinon weve received your dm and we'll continue working with you there.                                                                    
##  [717] @denial008 that is not from an apple email address. you can learn more about phishing emails here: https://t.co/lnmcdqt6fd                           
##  [718] @mhg_arg got it. have you had the opportunity to take any further troubleshooting steps, such as restarting? https://t.co/owrdhwst4h                 
##  [719] @taylorfrawls we're happy to help out. what can we assist you with today?                                                                            
##  [720] @gm3amp88 multitasking is a feature of ios 11 available on ipad. you can view more info on that here: https://t.co/wtnoq22ypg                        
##  [721] @abir17in you're welcome.  feel free to reach out to us if you have any further questions.  have a wonderful day!                                    
##  [722] @bernie2o2o we'd like to help fix this. what device are you using? have you restarted your device since updating?                                    
##  [723] @vragasdynamite great question! as with all apple devices on any version of ios, we recommend using an apple-certified charger.                      
##  [724] @roro44 you can switch the mute switch on or off on the left hand side of your iphone while in locked mode.                                          
##  [725] @roby_valentini after opening the wallet app, you can delete the pass by following the steps here: https://t.co/hemaqgxcci                           
##  [726] @ardi44 we may need to take some different steps here. could you join us in dm to get started? https://t.co/gdrqu22ypt                               
##  [727] @remigioruberto we've got some info that can help. check out the following resource: https://t.co/42yqu2sody\n\ndm us https://t.co/ky2tzbdzmy        
##  [728] @zettadubs wed like to offer our support. can you dm us more about the issue? well be standing by. https://t.co/gdrqu22ypt                           
##  [729] @ishinegomez please let us know which device and software version you're using, and exactly what's going on. we're glad to help sort it out.         
##  [730] @skullet let us help. have you tried restarting your apple watch and it's paired iphone? can you play music on the apple watch itself?               
##  [731] @thiccpilots great! we're glad to hear it's working again. feel free to reach out to us again if you need us.                                        
##  [732] @flykidflo you may be able to update over-the-air still following our article here: https://t.co/ui1ytnocuz https://t.co/gdrqu22ypt                  
##  [733] @liniman hi there! check out this article on how to customize your control center: https://t.co/vodh4madjc                                           
##  [734] @therealmister_g we'd like to gather some more information for better troubleshooting. can you dm us the country yo https://t.co/ppl0hnqdcs          
##  [735] @yasasanuradha thanks for reaching out, we can look into this with you. which apple device are you using? does restarting help?                      
##  [736] @elmara70 we're always willing to help. check out this resource for charging issues: https://t.co/eqjrzrfl9k dm us https://t.co/0wn2ahn76l           
##  [737] @hecravesdre thanks for reaching out to us about this. we are always happy to help. send us a dm so we can look int https://t.co/ncoavjmfub          
##  [738] @coelmay got it! if you need further assistance don't hesitate to reach out to us! have a great day!                                                 
##  [739] @seppe67 terrific! we're glad to see that a simple restart was able to resolve your issue today. feel free to reach out to us in the future.         
##  [740] @asapsash you can find the auto-brightness in settings &gt; general &gt; accessibility &gt; display accommodations.                                  
##  [741] @spannishrowe awesome, thank you for sharing! let's take a closer look at this together in dm. https://t.co/gdrqu22ypt                               
##  [742] @jsiggard thank you for reaching out to us! are you getting an error message when you try to download them?                                          
##  [743] @divelance we can help with many issues you may experience. provide a description of the issue in a dm. https://t.co/gdrqu22ypt                      
##  [744] @edenhusen let's look into this together. send us a dm with more information, and we'll continue from there. https://t.co/gdrqu22ypt                 
##  [745] @jamesd3v we'd like to gather some details. is this happening with all your contacts? does it matter if you initiate or receive the call?            
##  [746] @theaustin13 we'd love to help. let's force close the app and retry. here's how: https://t.co/rqqictrdwv                                             
##  [747] @moaazsidat to confirm, all "before you begin" steps in this article are met when trying to install? https://t.co/4gy31kqw4o                         
##  [748] @themikefearnley got it. after taking a closer look, your keyboard appears to have all the necessary options. dm us https://t.co/ywjt1erkka          
##  [749] @geena_house hi. we're here to help. have you tried the steps here: https://t.co/ui1ytnocuz let us know if this helps.                               
##  [750] @krzycarew hi. we'd like to help. tell us more about the issue you're having.                                                                        
##  [751] @dc3556 wed like to help with your device. let us know what device youre having issues with in dm. well continue https://t.co/kgu1onxwab             
##  [752] @benm89 we'd like for you to fully enjoy using itunes. let's follow the steps outlined in our support article here: https://t.co/eurn2nxn9g          
##  [753] @fuckmemark we want to gather some more info in order to provide the best support. send us a dm with more details a https://t.co/etl3dladns          
##  [754] @wittygooner hi there. we'd like to help. have you checked out the steps here: https://t.co/ui1ytnocuz let us know if this helps.                    
##  [755] @undfan2000 we want you to be able to enjoy your music; we'll do all we can to help. what computer, os and itunes version do you have?               
##  [756] @orlando__ochoa which device and os are you using? let us know in dm and well go from there. https://t.co/gdrqu22ypt                                 
##  [757] @h_icks let's get you back to enjoying the update. about how long is the battery lasting on a full charge?                                           
##  [758] @fiimism lets see whats going on. what happens when trying to download ios 11 on your device? which device are you using?                            
##  [759] @anupamsinghal5 we'd like to look into this with you. please dm us more about what's happened. https://t.co/gdrqu22ypt                               
##  [760] @kat_niicole got it. what happens when you turn low power mode off?                                                                                  
##  [761] @melsimply_ we offer support via twitter in english. contact us for help in your preferred language here: https://t.co/ibiy3vmgpj                    
##  [762] @awkjules ok. lets restart your iphone and see if the issue continues. this step may seem simple, but it can resolve many issues.                    
##  [763] @1mannband thanks for reaching out. please dm us which device is having the issue. we'll go from there. https://t.co/gdrqu22ypt                      
##  [764] @thewilsyboy thanks for letting us know. what kind of issue are you having with the wi-fi connection? this will help us better troubleshoot.         
##  [765] @thedogger31 ok. what happens when you open the app store? do you get an error? let us know in dm. https://t.co/gdrqu22ypt                           
##  [766] @suggfriendliest hi there, the iphone 8 comes with a lightning to usb cable and usb power adapter. here's more info: https://t.co/u12xqgjwbp         
##  [767] @immortalnt we're happy to hear your speakerphone is working now. if you have any further questions, feel free to reach out to us here.              
##  [768] @conorskipper we appreciate your feedback. if you'd like to ask for a feature, please let us know online here: https://t.co/9wsvjlvyvt               
##  [769] @abhihastak we're here to help. which iphone and ios version do you have? did this issue just start?                                                 
##  [770] @jordanbucknall we'd like to help get your iphone running smoothly. please dm us your model within dm here: https://t.co/gdrqu22ypt                  
##  [771] @callumhussein have you tried to restart the iphone? has the screen recording ever worked correctly since updating?                                  
##  [772] @tsinkit lets investigate this together. to help isolate the issue, what happens when you select cant approve this iphone?                           
##  [773] @rob1974 glad to help! this is new in watchos 4. the steps to change it are in the last section of this guide: https://t.co/kprto9igph               
##  [774] @beckmilas do you have a computer with the latest version of itunes available?  if so, check out: https://t.co/ahjigcvfrg                            
##  [775] @ajhill89 we're here to help! pass this article about issues connecting to the app store to your friend: https://t.co/yonhv7et2a                     
##  [776] @ehed there have been some changes in the way we listen to music on the apple watch. check out this link: https://t.co/kprto9igph                    
##  [777] @rayjaul we'd be happy to look into this with you. send us a dm. https://t.co/gdrqu22ypt                                                             
##  [778] @gavinmck3nna wed be happy to look into this for you. send us a dm with more details and we will go from there. https://t.co/gdrqu22ypt              
##  [779] @luis_s33 thanks for reaching out. try the steps here and let us know if it helps:  https://t.co/fuz0nrjxcn                                          
##  [780] @hoosier2012 if you bring up the notification view by swiping down, do you see the x there? let us know if you can https://t.co/h1alczoqq3           
##  [781] @aqualitymess we can look into this with you. are you referring to your device's passcode or your apple id password?                                 
##  [782] @malinafoldesi we're here to help. send us a dm with more information about what you are experiencing. https://t.co/gdrqu22ypt                       
##  [783] @hesyounggod we'd love to work with you on this. tell us what country you're currently in via dm. https://t.co/gdrqu22ypt                            
##  [784] @mofoisellit that's not expected device behavior. send us a dm with the device you are using and we will continue f https://t.co/6xhnbhoxcx          
##  [785] @viksta888 we'd like to gather more information regarding your visit to our store. send us a dm and we'll continue https://t.co/fwubodvge3           
##  [786] @campaignjames we can help. you can disable auto brightness in settings &gt; general &gt; accessibility &gt; display accommodations.                 
##  [787] @theindyirwin we want to make sure you're able to enjoy using apple music. have you already tried restarting? https://t.co/owrdhwst4h                
##  [788] @joshyjx we'd like to look into this with you. tell us what country you're currently in via dm and we'll get starte https://t.co/k1uyqt73cz          
##  [789] @karan_jv we can look into any issues that you're having. can you please message us in dm? https://t.co/gdrqu22ypt                                   
##  [790] @lonestardigital we'd be happy to look this over with you. please meet us in dm so we may gather information, and b https://t.co/ulfryj3q4f          
##  [791] @okayeoghan we'd be happy to look into this a bit further with you. dm us and we'll continue there. https://t.co/gdrqu22ypt                          
##  [792] @obrochman we want to help you get connected using facetime again. send us a dm and tell us which country you're in https://t.co/rdu820irjl          
##  [793] @lukepollard thanks for reaching out to us. we want to see what we can do about your photos. can you dm us some mor https://t.co/7lrihqqlzc          
##  [794] @romanlinley1 let us know if restarting helps. if not, send us a dm and we'll continue from there. https://t.co/gdrqu22ypt                           
##  [795] @sweetromance_ we're happy to help. dm us at the link below for further assistance. https://t.co/gdrqu22ypt                                          
##  [796] @xraylexx got it. where are you playing the songs from within itunes? have you restarted your computer, and the itunes app since this begun?         
##  [797] @verbatimblkbr we're here to help. what happens when you try to open the notifications? does this happen with any other app notifications?           
##  [798] @timsondrup thanks for letting us know. lets go to settings &gt; wi-fi and turn it off. go ahead and test it with just cellular connection.          
##  [799] @suzieo18 we can help get you connected. are you using ios 11 on your device? let us know in dm to get started. https://t.co/gdrqu22ypt              
##  [800] @michellehugs our itunes team can help you look into this charge. get in touch with them using our website here: https://t.co/sdie7uiyjn             
##  [801] @keiaaa_ thanks for contacting us. we'd be happy to help. can you reach out to us in dm? we can go into detail ther https://t.co/44bwaegmsx          
##  [802] @j_drewes thanks for reaching out. we're here to help. dm us so we can look into this further with you. https://t.co/gdrqu22ypt                      
##  [803] @kingsford07 we'd love to hear from you. you can provide us a feedback through this link: https://t.co/etpvyvfyd8                                    
##  [804] @mark_bradford we'd be happy to look into this with you further. dm us and we'll go from there. https://t.co/gdrqu22ypt                              
##  [805] @6six_five5 send us a dm, we'll be happy to help. https://t.co/gdrqu22ypt                                                                            
##  [806] @the_emerge_pro3 thanks for reaching out. do you have access to another computer with itunes?                                                        
##  [807] @laurenmachi we're here for you. what device is this happening on? any recent changes?                                                               
##  [808] @sweetertweeter have you tried to update using itunes? here's how: https://t.co/80yrnjdfdk                                                           
##  [809] @xdx59 thanks for the update. let's try it again using the link below. make sure you have a good internet connectio https://t.co/q2u4xvakmf          
##  [810] @mo398 okay, that sounds like a plan. send us a dm with the results to let us know how it goes. https://t.co/gdrqu22ypt                              
##  [811] @fullspeedsecure let's work together to get this sorted out, and help you regain access to your ipad pro. dm us wit https://t.co/pkjou3xaym          
##  [812] @petermerola are you turning them off through the control center? if so, this article can explain what's happening: https://t.co/wztcuiwtai          
##  [813] @devjah got it, thank you. go ahead and send us a dm so we can dig into this in greater detail. https://t.co/gdrqu22ypt                              
##  [814] @markrickaby thanks for your patience. let's explore some additional options. try signing out of your facebook app and see if that helps.            
##  [815] @cremedela_dope thanks for reaching out. dm the country or region where you are currently located so we can help ou https://t.co/a9xrgecijn          
##  [816] @m_seg13 we offer support via twitter in english. contact us for help in your preferred language here: https://t.co/ibiy3vmgpj                       
##  [817] @ivanjaltamirano we offer support via twitter in english. get help in spanish here: https://t.co/ibiy3vmgpj or join https://t.co/oczyrx7ios          
##  [818] @kylerchartrand wonderful! that is the right step when wanting to update to an official release from beta.                                           
##  [819] @eddyboer let's take things to dm from here for our next steps. https://t.co/gdrqu22ypt                                                              
##  [820] @tom_swfc1996 we understand how important your app store is. let's try to get this resolved using the steps here: https://t.co/yawv4j6rpk            
##  [821] @cherndotio wed like to see how we can help. can you dm us some more details about the issue you're having? https://t.co/gdrqu22ypt                  
##  [822] @jc52891 are you using a case or screen protector with the device?                                                                                   
##  [823] @zam_sampule we'll be happy to look into this for you. meet us in dm with details about your device and currently i https://t.co/kcwdtaqxqu          
##  [824] @pineappplehurd we can help you take a closer look. please dm us and we can go from there. https://t.co/gdrqu22ypt                                   
##  [825] @laurennedwardss let's temporarily disable wi-fi in that case. let us know if there's any difference accessing the app store with wi-fi off.         
##  [826] @seanee416 we're here to help! since having this issue, have you restarted the device? if not, let's try a restart. https://t.co/owrdhwst4h          
##  [827] @wacevedo1971 where are you currently located? let us knoe via dm. https://t.co/gdrqu22ypt                                                           
##  [828] @eyesnurse hi. please the following link to reach out to our sales team:\nhttps://t.co/xuzeqdpmfw                                                    
##  [829] @_itserrialb_ we'd be more than happy to look into it with you. send us a dm with your ios version. https://t.co/gdrqu22ypt                          
##  [830] @snation85 we understand what you mean. please send us a dm and let us know what country you live in next. we'll co https://t.co/9dfkqickxn          
##  [831] @drdogbert got it. have you tried to restart your device to see if the issue continues?                                                              
##  [832] @angiejonessx do you have a recent backup either in icloud or itunes? dm us.                                                                         
##  [833] @hugo_relva the iphone 6 is compatible with ios 11. what happens when you try updating in settings &gt; general &gt; software update?                
##  [834] @mostlysun we welcome and encourage your feedback and suggestions! please provide them here: https://t.co/etpvyvfyd8                                 
##  [835] @itz_kevonnn we'd love to research this with you. dm us to get started. https://t.co/gdrqu22ypt                                                      
##  [836] @matthewjsims1 verify that your lightning cable is certified following the information in this article: https://t.co/fjpwzgmuz7                      
##  [837] @18miguel10 we recommend reaching out here: https://t.co/mn29maiv1d they will be best equipped to answer your questions.                             
##  [838] @fawazalsisi we're happy to look into this with you. send us a dm, and we'll continue from there. https://t.co/gdrqu22ypt                            
##  [839] @kylejmacc we're here for you. to help us get started, can you share with us the issue you're experiencing?                                          
##  [840] @fedpowell go ahead and send us a dm. we'll be able to help further there. https://t.co/gdrqu22ypt                                                   
##  [841] @thatsmybuddy_ we can help! dm us with which device you're on and it's os version and we can get started. https://t.co/gdrqu22ypt                    
##  [842] @awkjules thats not expected behavior, &amp; we can investigate this with you. was the device dropped or damaged in any way before noticing it?      
##  [843] @loganrufus1 we're here to help out. when did you notice the issue? what happens when you try to load the app?                                       
##  [844] @baddiesensei thanks for reaching out, we're here for you. so we can look into this with you, can you please messag https://t.co/w9gbq12lt9          
##  [845] @devon_read excellent! let's check to see if you can remove and download the update again: https://t.co/c9oowwt6b5                                   
##  [846] @shreedhar_anand we'd love to assist you with getting the device back working properly. dm us at the link below. https://t.co/gdrqu22ypt             
##  [847] @ohhmygayss we want to help. send us a dm and we'll go from there. https://t.co/gdrqu22ypt                                                           
##  [848] @dsk03 can you tell us how you restored your iphone? was this done in itunes or settings? let us know in dm using t https://t.co/xortffycqv          
##  [849] @priscilla_74 we have some additional troubleshooting we can try. please dm us. https://t.co/gdrqu22ypt                                              
##  [850] @grilzair we're here for you. can you share with us the details of any issues you're experiencing?                                                   
##  [851] @nratre at this point, we recommend reaching out to the developer of the app to look into more detail as to why it's not loading.                    
##  [852] @mod72902 reach out to us via dm, then we can take a look at this with you from there. https://t.co/gdrqu22ypt                                       
##  [853] @audrisaid we value feedback and suggestions on what we can change. tell us more here: https://t.co/etpvyvfyd8                                       
##  [854] @rorogerthat thanks for getting in touch. we'd be happy to look into this. what version of ios and itunes do you have?                               
##  [855] @xraylexx do you subscribe to apple music? when exactly did you notice this start to happen?                                                         
##  [856] @joessportsnmore reach out to us via dm, then we can take a look at this with you from there. https://t.co/gdrqu22ypt                                
##  [857] @pathfw we can assist you. does the battery drain take place immediately after powering on or only when using a particular feature or app?           
##  [858] @millerlitedj we've received your direct messages and will be responding to you there shortly. thank you for your patience.                          
##  [859] @josh__parr thanks. power your phone off, then back on again, and check for the update. do you see it then?                                          
##  [860] @edipoo since our twitter support is available in english, get help at https://t.co/ibiy3vmgpj or join https://t.co/pvaoffpbjt                       
##  [861] @chaetoday we'd like to help. which device are you using? what happens when you try to back up?                                                      
##  [862] @webboy42 we would suggest choosing the device you are experiencing the issue on, since this is more related to the ios app for tv.                  
##  [863] @softkepners hi. we're happy to help with this. have you tried the steps here: https://t.co/ui1ytnocuz let us know if this helps.                    
##  [864] @allisonvella great information. follow the steps under "if your display doesn't respond to touch" here: https://t.co/kqxbrin504                     
##  [865] @itskayleex we can help with the iphone battery performance! could you direct message us so that we can get some in https://t.co/kpzqlb5prb          
##  [866] @aceerickb we can help with battery performance.  could you direct message us and let us know what device you're cu https://t.co/c53bmkfvql          
##  [867] @sheen_p7 thanks for reaching out. please dm us which device is having the issue. we'll start there. https://t.co/gdrqu22ypt                         
##  [868] @elnortej we'd like to look into this further. let's hop in dm. click here: https://t.co/gdrqu22ypt                                                  
##  [869] @samuelchaloner dm us using the link below. we're glad to look into this with you. https://t.co/gdrqu22ypt                                           
##  [870] @jtcymru alright, got it. have you tried restarting your device since you updated?                                                                   
##  [871] @giacomolaw that's a great question. the following article provides tips for using the files application. https://t.co/wfviedr8co                    
##  [872] @lucasbrunosales we can help. take a look in settings &gt; general &gt; accessibility &gt; display accommodations and see if auto-brightness is on.  
##  [873] @beckmilas we'd be happy to look into this with you!  to begin, have you tried another wi-fi network?  also, have you tried restarting?              
##  [874] @evadalllas since our twitter support is available in english, get help at https://t.co/ibiy3vmgpj or join https://t.co/pvaoffpbjt                   
##  [875] @paperboyblues we want to help. restarting is a great place to start, send us a dm and tell us if your music is sti https://t.co/ygogoq6kzi          
##  [876] @infamousmalice thanks for reaching out to us. we are always happy to help. send us a dm so we can help you there. https://t.co/gdrqu22ypt           
##  [877] @oledinky our pleasure. we welcome any questions that come up.                                                                                       
##  [878] @messiahofmemes we've received your dm and will be happy to continue working with you there. look for a reply from us shortly.                       
##  [879] @loeysthetic we understand the importance of getting your devices updated. are you trying to update ota on the device or through itunes?             
##  [880] @jc52891 we're happy to help. what exactly happens when you try to use touch id? are you getting an error message?                                   
##  [881] @liamocoys reach out via dm and let us know what country you're located in. https://t.co/gdrqu22ypt                                                  
##  [882] @jokinpedre lets try turning off low power mode and then check for the update. https://t.co/vtbr4hs4qv                                               
##  [883] @itzstitchyt we certainly want to help you create enough space for the update! check out this article for tips: https://t.co/gfczcimzxw              
##  [884] @laurennedwardss thanks! are you currently using cellular data? or are you connected by wi-fi? have you tried connecting from both?                  
##  [885] @craig_devereux we definitely want to help out. send us a dm and tell us more information about what happened. we'l https://t.co/yybvm0l4vu          
##  [886] @aaronidelson wed like to see how we can help. dm us with which device you are using and we will continue there. https://t.co/gdrqu22ypt             
##  [887] @grahambarr83 meet us in dm at the link below. we can continue providing you more support in there. https://t.co/gdrqu22ypt                          
##  [888] @__tatermanfry__ we can look into this further with you. could you direct message us and let us know if all app hav https://t.co/4co0i7wubb          
##  [889] @tajadavis97 thank you for reaching out to us! here is a great link to help with ios updates: https://t.co/ui1ytnocuz                                
##  [890] @lukeamorelli so the group is missing from your phone and https://t.co/tmrhwekiq4 ? let us know in a dm. https://t.co/gdrqu22ypt                     
##  [891] @dannylara159 we want to help.  send us a dm letting us know if you are already an apple music subscriber. https://t.co/gdrqu22ypt                   
##  [892] @mcmaxmc95 let's see what we can do to assist. does this happen while using any specific application or function on your iphone 7 plus?              
##  [893] @calster1 we'd be happy to help. do you have suggestions in search turned on in your settings? here's how to check: https://t.co/gpbp1brjgy          
##  [894] @devjah to clarify, are you trying to access apple pay through the wallet app or through the settings app?                                           
##  [895] @zaraks89 are you connecting to the car through bluetooth, usb, or an aux cord?                                                                      
##  [896] @vaibhav_sinha43 we're glad that a restart took care of it. keep an eye on it, and let us know if anything else comes up.                            
##  [897] @corbettdc2134 we'd like to know more about what's going on. send us a dm with details and we'll take a look. https://t.co/gdrqu22ypt                
##  [898] @akalivewire we're here for you. dm us which iphone you have and we'll go from there. https://t.co/gdrqu22ypt                                        
##  [899] @roncharls4 alright, go ahead and send us a dm and we'll look into this further with you. https://t.co/gdrqu22ypt                                    
##  [900] @empireant let's take a closer look together. please reach out to us via dm and we can go from there. https://t.co/gdrqu22ypt                        
##  [901] @edmondarwich since our twitter support is available in english, get help at https://t.co/ibiy3vmgpj or join https://t.co/pvaoffpbjt                 
##  [902] @joshfcking since our twitter support is available in english, get help at https://t.co/ibiy3vmgpj or join https://t.co/pvaoffpbjt                   
##  [903] @stevesears3 we can take a closer look in dm.  just send us a message there, and we'll figure it out. https://t.co/gdrqu22ypt                        
##  [904] @thewilsyboy we'd be happy to help. which apple device are you experiencing this issue on?                                                           
##  [905] @kevinleebrock let's help get this sorted out.  are you able to log in directly via the apple id site? https://t.co/ggvdoc1mu7                       
##  [906] @_stealthebeauty thanks for going through those steps. let's try updating through itunes as explained in the previously linked article.              
##  [907] @aallenby we're glad to hear you got to the bottom of it. let us know if you have any other questions or concerns.                                   
##  [908] @cflokkie thanks for giving that a try. join us in dm so that we can look into this further with you. https://t.co/gdrqu22ypt                        
##  [909] @jsuisc our pleasure! use the following article to check your purchase history and let us know if that item appears. https://t.co/7lu2nj59fh         
##  [910] @sparbanie we can help with the iphone 7 plus performance. could you direct message us so that we can get more info https://t.co/3qcgl5k6gp          
##  [911] @teezbabycakes our apple sales team would have the best info for you. you can find their contact options here:  https://t.co/8yjrd1xo0i              
##  [912] @adsimac we'd love to help. let's work on this together in dm using the link below. see you there. https://t.co/gdrqu22ypt                           
##  [913] @pearrion are there any updates available for your apps? if so, please update them. if not, please dm the kind of i https://t.co/eydvsw0wfo          
##  [914] @_itserrialb_ absolutely! to begin troubleshooting your iphone's battery life, please send us a dm with more detail https://t.co/x5oxwtbqqk          
##  [915] @jlayneca what were you seeing disabled?                                                                                                             
##  [916] @b4bhoom let's take a look at this together in dm, may we know what country you're in? let us know here: https://t.co/gdrqu22ypt                     
##  [917] @sppk we certainly want to take a look into this issue further. select the following link to join us in a dm. https://t.co/gdrqu22ypt                
##  [918] @shamanmarketer we'd like to help. since noticing these issues, have you attempted a normal restart of your ipad or bluetooth?                       
##  [919] @mehitsbeth thanks for sharing that with us. next, let's try the steps listed here: https://t.co/yonhv7et2a dm us i https://t.co/6fga5reqie          
##  [920] @lucylillis123 we're here to help! since having issues updating to ios 11, have you reviewed this article? https://t.co/ui1ytnocuz                   
##  [921] @eightclubs_ we'd like to look into this further. please click here to connect with us in dm. we'll take it from th https://t.co/5xdxouantr          
##  [922] @luvlyhemmings we'd be happy to take a look!  to begin, what ios version are you currently on?  let us know via dm: https://t.co/gdrqu22ypt          
##  [923] @ali_zoneill thanks for that info. let's continue our conversation in dm. https://t.co/gdrqu22ypt                                                    
##  [924] @samehtolba here's a great article to help you remove that beta software: https://t.co/2qrlboi6mm                                                    
##  [925] @fannydarrar have you had a chance to try the app store on a different wi-fi network?  if not, let's try this and let us know how it goes.           
##  [926] @wotto357 we value feedback and suggestions on what we can change. tell us more here:  https://t.co/etpvyvfyd8                                       
##  [927] @michaelcauble dm us using the link below. we'll work together from there. https://t.co/gdrqu22ypt                                                   
##  [928] @mjohnson10000 send us a dm and we'll have a look into this together. https://t.co/gdrqu22ypt                                                        
##  [929] @921_fer we're glad to hear that! have a great week and let us know if you have any questions in the future.                                         
##  [930] @therealmister_g the green icon is telling you cellular data is turned on.  are you able to play videos on safari o https://t.co/qgy4qxuxji          
##  [931] @brandensugden we're here for you. have you tried using 3d touch on the music section of control center? https://t.co/ikfbnj28qe                     
##  [932] @81nc19 we'd like to help. please dm us with details to the issue you're experiencing and we'll go from there. https://t.co/gdrqu22ypt               
##  [933] @egli_ could you elaborate on whats happening with wi-fi in control center? for example, are there any error messages?                               
##  [934] @kelliekristin you can certainly change those settings. go to settings &gt; do not disturb &gt; do not disturb while driving.                        
##  [935] @ccopies we want to help you get your ipad updated. please work through the steps here for itunes error 56: https://t.co/fxhm3vly3v                  
##  [936] @jeffjohnsonfilm let's look into this together. how have you been using your iphone since removing it from the charger?                              
##  [937] @capitalathedj we want to help. have you tried the steps here? https://t.co/ui1ytnocuz. let us know.                                                 
##  [938] @wwejardine we'd love to help.  give this link a try: https://t.co/yonhv7et2a  let us know via dm if you need more https://t.co/v41hgqssrv           
##  [939] @alexmustang1988 let's work through the steps here to get your iphone updated: https://t.co/duywwlmivh dm if you ne https://t.co/skp55b9fab          
##  [940] @instagiri ok.  we understand.  you'll want to reach out to us at the link we provided earlier, for assistance.                                      
##  [941] @notdylanchase have you restarted your device since experiencing the lag?                                                                            
##  [942] @shootlikealex sure thing. we'll be standing by.                                                                                                     
##  [943] @patduuuuuuuugan are you currently an apple music subscriber? let us know, we can help out.                                                          
##  [944] @jhordan_john which iphone model do you have? tell us in a dm. we'll continue there together. https://t.co/gdrqu22ypt                                
##  [945] @4_kansast_2 we'd be more than happy to look into this with you. let us know which device you're using in dm. we'll https://t.co/4u5ja5afil          
##  [946] @scooprel hi there! the following article provides information on using multitasking in ios 11: https://t.co/w2fdi1mczf                              
##  [947] @tsv028 please dm us so we can better understand the exact issue you are experiencing with live photos: https://t.co/gdrqu22ypt                      
##  [948] @iphoneflick we're here to help! let us know in a dm the ios version and which iphone you're having issues with to https://t.co/jw9cvafibv           
##  [949] @thedogger31 let's work together to figure out why it's no longer connecting to the app store. which ios version is this happening with?             
##  [950] @ulovemarli hi. we're here to help you. dm us and we can take a closer look. https://t.co/gdrqu22ypt                                                 
##  [951] @auriandra we want to look into this together with you. could you join us in dm to get started? https://t.co/gdrqu22ypt                              
##  [952] @thereiders thanks for letting us know. dm us which version of ios youre running on the iphone. well continue tro https://t.co/qjmix60pvq            
##  [953] @hollie123xox have you tried another network? check out this article for troubleshooting over-the-air ios updates: https://t.co/ui1ytnocuz           
##  [954] @niranjanarajurs many factors can affect battery life. try using these steps: https://t.co/tpfnmklwoi dm us know if https://t.co/dzodp397lb          
##  [955] @masterhefe we want to help.  have you tried restarting your device and checking again?  heres how:  https://t.co/owrdhwst4h                         
##  [956] @kickhead let's take a look at this together. which iphone are you experiencing this on?                                                             
##  [957] @moszinet we'd like to help you locate your purchased ibooks. which device are you using? is there another device to test?                           
##  [958] @rdoddala we'd like to help. let's meet up in dm to figure this out. https://t.co/gdrqu22ypt                                                         
##  [959] @clintlaw1995 thanks for completing those steps. as the issue continues, we'd like additional details. send us a dm https://t.co/hqdlz5olzt          
##  [960] @kevinderrr correct. in ios 11, you can use the dock to use slide over or split view. read more here: https://t.co/wtnoq22ypg                        
##  [961] @ashleyjpitt_ it's important to be able to use the app store. dm us what issues you are experiencing. https://t.co/gdrqu22ypt                        
##  [962] @davitosgeorge right. to completely disable all wi-fi, you would need to visit settings.                                                             
##  [963] @immortalnt let's see what we can do to assist. does the issue continue after rebooting? does the speaker work using any applications?               
##  [964] @ceyhunkardas try removing your gmail account from the iphone and then add it back. let us know the result. https://t.co/i1pztpvhib                  
##  [965] @nopromlseslive restart your iphone and see if that has any impact on the issue. dm us if you still aren't able to https://t.co/pwntabmmcp           
##  [966] @mvrco_sdv we'd love to work together with your regarding your experience. what's happening specifically?                                            
##  [967] @pratik_ishere reach out to us via dm, then we can take a look at this with you from there. https://t.co/gdrqu22ypt                                  
##  [968] @majken_aune let's sync up in dm and take a closer look into this together. meet us there via this link: https://t.co/gdrqu22ypt                     
##  [969] @natashaklondon we'd love to look further into this. can you send us a dm with your current location? also, your ma https://t.co/wkig9t0wii          
##  [970] @officialehallz we'd love to help. what happens when you tap the icloud icon to download it to the iphone?                                           
##  [971] more workout options, more #applewatch faces, and more control over your music. \nhere's how to update to watchos 4\nhttps://t.co/lbjtiqltlb         
##  [972] @_shorty_94 alright, let's dig a bit deeper into what is going on. join us in dm with the country you are currently https://t.co/gaimvch8rs          
##  [973] @audiophileaj we'd like to gather some more information for better troubleshooting. can you dm us the country you a https://t.co/tkwn4t7clu          
##  [974] @hardytom we'd like to look into this with you. send us a dm by clicking on the link below. we'll go from there. https://t.co/gdrqu22ypt             
##  [975] @bearofficial2 what happens when you plugged in the different chargers?                                                                              
##  [976] @blongden send us a dm and let us know what you've tried so far in addition to this. we'd like to help. https://t.co/gdrqu22ypt                      
##  [977] @romanlinley1 lets check the system status page for reports of app store issues: https://t.co/7nvrdovsd8                                             
##  [978] @efsb thanks for checking all those steps, at this point can you let us know if anything changes after a restart? https://t.co/owrdhwst4h            
##  [979] @caswelladrian since having these issues, have you had the chance to restart the ipad? if not, let's do so now. https://t.co/owrdhwst4h              
##  [980] @unknowtoyou1111 we want to look further into this issue. reach us via dm to continue. https://t.co/gdrqu22ypt                                       
##  [981] @jlmaegan9 thanks for that info. have you tried any troubleshooting steps so far? let us know in dm, and we'll go f https://t.co/8mslmuc4xv          
##  [982] @ucncallmepenny we'd be happy to assist.  let us know what's going on and we'll do everything we can to assist.                                      
##  [983] @kylerchartrand we know it's very exciting when ios updates are released. is the ios 10.3.3 and ios beta?                                            
##  [984] @jessical6719 were happy we could help! let us know if you have any other questions or issues. have a great day!                                     
##  [985] @devon_read we can help with updating. what country or region are you currently located in?                                                          
##  [986] @laurennedwardss are you accessing the app store from an iphone, ipod, ipad, apple tv, or is it a mac? let us know, we can help!                     
##  [987] @altiusxo thanks! were you able to try a different wi-fi network to test out? if not, give that a try for us.                                        
##  [988] @18miguel10 thanks for keeping us updated. we're glad to hear it's working now. let us know if we can help in the future.                            
##  [989] @jusbass send us a dm to discuss this further. we'll make sure this gets sorted out. https://t.co/gdrqu22ypt                                         
##  [990] @joloughlin00 this is not expected behavior. we'd like to take a look into this with you. dm us the type of device https://t.co/wqne2r3f4w           
##  [991] @revolution4al okay, great!  when you go to settings &gt; battery, do you see any apps using an unusual amount of battery?                           
##  [992] @qrt_143 hi there! wed be happy to help you with control center. what do you mean it only partially controls the bluetooth and wi-fi?                
##  [993] @jyrenn6 let us look into what's going on. to start, dm us what you're experiencing on your iphone, and we'll conti https://t.co/mcqmgkvifo          
##  [994] @kirsty_84 we're happy to help. can you give us some more details of what is happening with volume?                                                  
##  [995] @sadpjmin we'll point you in the right direction. for importing pics, get with an advisor specializing in photos: https://t.co/ibiy3vmgpj            
##  [996] @txvrg thanks for reaching out. we want to help. send us a dm and we'll go from there. https://t.co/gdrqu22ypt                                       
##  [997] @snaptravelshop the first step would be to back up and update it. let us know what occurs afterwards within dm here: https://t.co/gdrqu22ypt         
##  [998] @_kingashley let's continue in a dm so we may better assist you. https://t.co/gdrqu22ypt                                                             
##  [999] @michaelq for this situation, please reach out to our apple tv team here: https://t.co/ibiy3vmgpj                                                    
## [1000] @jonathanbs_82 that isn't the experience we'd expect you to have and we'll be happy to assist. have you tried restarting to see if it helps?
## <<SimpleCorpus>>
## Metadata:  corpus specific: 1, document level (indexed): 0
## Content:  documents: 5
#Remove the URLs
removeurl <- function(x) gsub("http[^[:space:]]*", "", x)
twittercorpus <- tm_map(twittercorpus, content_transformer(removeurl))


twittercorpus <- tm_map(twittercorpus, removeNumbers)
twittercorpus <- tm_map(twittercorpus, removePunctuation)
twittercorpus <- tm_map(twittercorpus, stripWhitespace)
twittercorpus <- tm_map(twittercorpus,removeWords, stopwords("english"))


corpuscopy<-twittercorpus

#stemming words
tdm <- TermDocumentMatrix(twittercorpus, control = list(stemming = TRUE)) 
cbind(stems = rownames(tdm), completed = stemCompletion(rownames(tdm), twittercorpus))
##                 stems             completed        
## aallenbi        "aallenbi"        ""               
## aaronidelson    "aaronidelson"    "aaronidelson"   
## abdui           "abdui"           "abdui"          
## abdulatifzetawi "abdulatifzetawi" "abdulatifzetawi"
## abelatwood      "abelatwood"      "abelatwood"     
## abhihastak      "abhihastak"      "abhihastak"     
## abil            "abil"            "ability"        
## abirin          "abirin"          "abirin"         
## abirumsey       "abirumsey"       "abirumsey"      
## abl             "abl"             "able"           
## absolut         "absolut"         "absolutely"     
## access          "access"          "access"         
## accommod        "accommod"        "accommodations" 
## account         "account"         "account"        
## aceerickb       "aceerickb"       "aceerickb"      
## across          "across"          "across"         
## activ           "activ"           "activate"       
## actual          "actual"          "actually"       
## adapt           "adapt"           "adapter"        
## add             "add"             "add"            
## addit           "addit"           "addition"       
## address         "address"         "address"        
## adilanw         "adilanw"         "adilanwer"      
## adjust          "adjust"          "adjust"         
## adsimac         "adsimac"         "adsimac"        
## advis           "advis"           "advise"         
## advisor         "advisor"         "advisor"        
## affect          "affect"          "affect"         
## afrodud         "afrodud"         "afrodude"       
## afterward       "afterward"       "afterwards"     
## agaultra        "agaultra"        "agaultra"       
## agewdeat        "agewdeat"        "agewdeater"     
## ahead           "ahead"           "ahead"          
## airpod          "airpod"          "airpods"        
## aissaabdullah   "aissaabdullah"   "aissaabdullah"  
## ajaxpik         "ajaxpik"         "ajaxpik"        
## ajhil           "ajhil"           "ajhill"         
## ajm             "ajm"             "ajm"            
## akaace          "akaace"          "akaacee"        
## akalivewir      "akalivewir"      "akalivewire"    
## akasseemm       "akasseemm"       "akasseemm"      
## alatamohamad    "alatamohamad"    "alatamohamad"   
## album           "album"           "album"          
## alecbrook       "alecbrook"       "alecbrooks"     
## alejandrasquir  "alejandrasquir"  "alejandrasquire"
## alert           "alert"           "alert"          
## alexmustang     "alexmustang"     "alexmustang"    
## alizoneil       "alizoneil"       "alizoneill"     
## allisonvella    "allisonvella"    "allisonvella"   
## allysglori      "allysglori"      ""               
## almanacjon      "almanacjon"      "almanacjones"   
## alocksw         "alocksw"         "alocksw"        
## along           "along"           "along"          
## alreadi         "alreadi"         ""               
## alright         "alright"         "alright"        
## also            "also"            "also"           
## altiusxo        "altiusxo"        "altiusxo"       
## altogeth        "altogeth"        "altogether"     
## alway           "alway"           "always"         
## amount          "amount"          "amount"         
## amp             "amp"             "amp"            
## ampm            "ampm"            "ampm"           
## amurray         "amurray"         "amurray"        
## anadol          "anadol"          "anadol"         
## anddigi         "anddigi"         "anddigi"        
## andlizdad       "andlizdad"       "andlizdad"      
## andreaag        "andreaag"        "andreaag"       
## andymartin      "andymartin"      "andymartin"     
## angelaestell    "angelaestell"    "angelaestelle"  
## angiejonessx    "angiejonessx"    "angiejonessx"   
## animoji         "animoji"         "animoji"        
## anointedhop     "anointedhop"     "anointedhope"   
## anoth           "anoth"           "another"        
## answer          "answer"          "answer"         
## anujasaw        "anujasaw"        "anujasaw"       
## anupamsingh     "anupamsingh"     "anupamsinghal"  
## anyth           "anyth"           "anything"       
## app             "app"             "app"            
## appear          "appear"          "appear"         
## appl            "appl"            "apple"          
## applecar        "applecar"        "applecare"      
## applecertifi    "applecertifi"    "applecertified" 
## applewatch      "applewatch"      "applewatch"     
## applic          "applic"          "application"    
## appreci         "appreci"         "appreciate"     
## approv          "approv"          "approve"        
## aqualitymess    "aqualitymess"    "aqualitymess"   
## ardi            "ardi"            "ardi"           
## arent           "arent"           "arent"          
## arixjin         "arixjin"         "arixjin"        
## arriv           "arriv"           "arrive"         
## arrow           "arrow"           "arrow"          
## articl          "articl"          "article"        
## artist          "artist"          "artist"         
## arturoortizcom  "arturoortizcom"  "arturoortizcom" 
## asapsash        "asapsash"        "asapsash"       
## ashgar          "ashgar"          "ashgar"         
## ashleyjpitt     "ashleyjpitt"     "ashleyjpitt"    
## asiancowboy     "asiancowboy"     "asiancowboy"    
## ask             "ask"             "ask"            
## assist          "assist"          "assist"         
## attempt         "attempt"         "attempt"        
## attent          "attent"          "attention"      
## audio           "audio"           "audio"          
## audiophileaj    "audiophileaj"    "audiophileaj"   
## audrisaid       "audrisaid"       "audrisaid"      
## auriandra       "auriandra"       "auriandra"      
## authent         "authent"         "authentication" 
## auto            "auto"            "auto"           
## autobright      "autobright"      "autobrightness" 
## autocal         "autocal"         "autocall"       
## automat         "automat"         "automatically"  
## aux             "aux"             "aux"            
## avail           "avail"           "availability"   
## awesom          "awesom"          "awesome"        
## awkjul          "awkjul"          "awkjules"       
## ayaehkathir     "ayaehkathir"     "ayaehkathir"    
## aymanalghanim   "aymanalghanim"   "aymanalghanim"  
## azond           "azond"           "azonde"         
## back            "back"            "back"           
## background      "background"      "background"     
## backspac        "backspac"        "backspace"      
## backup          "backup"          "backup"         
## baddiesensei    "baddiesensei"    "baddiesensei"   
## badg            "badg"            "badge"          
## bagfullofidea   "bagfullofidea"   "bagfullofideas" 
## bangerzgab      "bangerzgab"      "bangerzgab"     
## bannedrmtwtr    "bannedrmtwtr"    "bannedrmtwtr"   
## barlasam        "barlasam"        "barlasam"       
## baseddilli      "baseddilli"      ""               
## batteri         "batteri"         ""               
## bbhoom          "bbhoom"          "bbhoom"         
## bearoffici      "bearoffici"      "bearofficial"   
## beckmila        "beckmila"        "beckmilas"      
## becom           "becom"           "becoming"       
## beerdockcouk    "beerdockcouk"    "beerdockcouk"   
## began           "began"           "began"          
## begin           "begin"           "begin"          
## begun           "begun"           "begun"          
## behav           "behav"           "behave"         
## behavior        "behavior"        "behavior"       
## benm            "benm"            "benm"           
## bernieoo        "bernieoo"        "bernieoo"       
## besosbellasxo   "besosbellasxo"   "besosbellasxo"  
## best            "best"            "best"           
## beta            "beta"            "beta"           
## betahuskynl     "betahuskynl"     "betahuskynl"    
## bett            "bett"            "bett"           
## better          "better"          "better"         
## bhatnatur       "bhatnatur"       "bhatnaturally"  
## biawief         "biawief"         "biawiefering"   
## bigpuppapomp    "bigpuppapomp"    "bigpuppapomp"   
## bill            "bill"            "billing"        
## bit             "bit"             "bit"            
## bkendal         "bkendal"         "bkendall"       
## bklafleur       "bklafleur"       "bklafleur"      
## block           "block"           "block"          
## blongden        "blongden"        "blongden"       
## bluetooth       "bluetooth"       "bluetooth"      
## bodaciousb      "bodaciousb"      "bodaciousbeer"  
## bookjh          "bookjh"          "bookjh"         
## boristsch       "boristsch"       "boristsch"      
## borntobefvm     "borntobefvm"     "borntobefvmous" 
## borrow          "borrow"          "borrowing"      
## bottom          "bottom"          "bottom"         
## brandensugden   "brandensugden"   "brandensugden"  
## breyiawthefro   "breyiawthefro"   "breyiawthefro"  
## bribadalament   "bribadalament"   "bribadalamente" 
## bright          "bright"          "brightness"     
## bring           "bring"           "bring"          
## brit            "brit"            "brit"           
## broken          "broken"          "broken"         
## brtackett       "brtackett"       "brtackett"      
## bryandmle       "bryandmle"       "bryandmlee"     
## brytonaltemos   "brytonaltemos"   "brytonaltemose" 
## bthouston       "bthouston"       "bthouston"      
## buddapsl        "buddapsl"        "buddapsl"       
## buterasullivan  "buterasullivan"  "buterasullivan" 
## butterfield     "butterfield"     "butterfield"    
## button          "button"          "button"         
## cabl            "cabl"            "cable"          
## calcul          "calcul"          "calculator"     
## call            "call"            "call"           
## callumhussein   "callumhussein"   "callumhussein"  
## calster         "calster"         "calster"        
## camera          "camera"          "camera"         
## camilomendezrom "camilomendezrom" "camilomendezrom"
## campaignjam     "campaignjam"     "campaignjames"  
## can             "can"             "can"            
## cant            "cant"            "cant"           
## capabl          "capabl"          "capable"        
## capitalathedj   "capitalathedj"   "capitalathedj"  
## car             "car"             "car"            
## caradenop       "caradenop"       "caradenopal"    
## card            "card"            "cards"          
## care            "care"            "care"           
## carladirti      "carladirti"      ""               
## carloscourt     "carloscourt"     "carloscourts"   
## carlospfz       "carlospfz"       "carlospfz"      
## carolinagirlgg  "carolinagirlgg"  "carolinagirlgg" 
## case            "case"            "case"           
## caseywarn       "caseywarn"       "caseywarner"    
## cashewsmilk     "cashewsmilk"     "cashewsmilk"    
## caswelladrian   "caswelladrian"   "caswelladrian"  
## catchunni       "catchunni"       "catchunnies"    
## caus            "caus"            "cause"          
## ccactuz         "ccactuz"         "ccactuz"        
## ccopi           "ccopi"           "ccopies"        
## cdtellier       "cdtellier"       "cdtellier"      
## cellular        "cellular"        "cellular"       
## center          "center"          "center"         
## certain         "certain"         "certainly"      
## certifi         "certifi"         "certified"      
## ceyhunkarda     "ceyhunkarda"     "ceyhunkardas"   
## cflokki         "cflokki"         "cflokkie"       
## chaetoday       "chaetoday"       "chaetoday"      
## chanc           "chanc"           "chance"         
## chang           "chang"           "change"         
## charg           "charg"           "charge"         
## charger         "charger"         "charger"        
## chat            "chat"            "chat"           
## check           "check"           "check"          
## chelsboy        "chelsboy"        "chelsboy"       
## cherndotio      "cherndotio"      "cherndotio"     
## cheshiremariana "cheshiremariana" "cheshiremariana"
## chicagotoni     "chicagotoni"     ""               
## chicozeno       "chicozeno"       "chicozeno"      
## childishamari   "childishamari"   "childishamari"  
## chizileamerican "chizileamerican" "chizileamerican"
## choos           "choos"           "choosing"       
## chris           "chris"           "chris"          
## chrisconley     "chrisconley"     "chrisconley"    
## cioeluci        "cioeluci"        ""               
## cjudg           "cjudg"           "cjudge"         
## clarif          "clarif"          "clarification"  
## clarifi         "clarifi"         "clarification"  
## clarkbentmus    "clarkbentmus"    "clarkbentmusic" 
## classic         "classic"         "classic"        
## classykali      "classykali"      "classykalie"    
## clean           "clean"           "cleaning"       
## clear           "clear"           "clear"          
## click           "click"           "click"          
## clintlaw        "clintlaw"        "clintlaw"       
## clintmarsh      "clintmarsh"      "clintmarsh"     
## close           "close"           "close"          
## closer          "closer"          "closer"         
## cloud           "cloud"           "cloud"          
## cnquinon        "cnquinon"        "cnquinones"     
## cocainepink     "cocainepink"     "cocainepink"    
## code            "code"            "code"           
## coelmay         "coelmay"         "coelmay"        
## cointilt        "cointilt"        "cointilt"       
## colorurhair     "colorurhair"     "colorurhair"    
## come            "come"            "come"           
## compar          "compar"          "compare"        
## compat          "compat"          "compatible"     
## complet         "complet"         "completed"      
## complic         "complic"         "complications"  
## comput          "comput"          "computer"       
## concern         "concern"         "concerns"       
## configur        "configur"        "configuration"  
## confirm         "confirm"         "confirm"        
## confus          "confus"          "confusion"      
## congrat         "congrat"         "congrats"       
## conlon          "conlon"          "conlon"         
## connect         "connect"         "connect"        
## connectio       "connectio"       "connectio"      
## conorskipp      "conorskipp"      "conorskipper"   
## contact         "contact"         "contact"        
## content         "content"         "content"        
## conti           "conti"           "conti"          
## contin          "contin"          "contin"         
## continu         "continu"         "continue"       
## control         "control"         "control"        
## convers         "convers"         "conversation"   
## corbettdc       "corbettdc"       "corbettdc"      
## cord            "cord"            "cord"           
## corinnoel       "corinnoel"       "corinnoel"      
## correct         "correct"         "correct"        
## correspond      "correspond"      "correspondence" 
## corvankruchten  "corvankruchten"  "corvankruchten" 
## countri         "countri"         ""               
## coverag         "coverag"         "coverage"       
## craigdevereux   "craigdevereux"   "craigdevereux"  
## crash           "crash"           "crashing"       
## crazyripp       "crazyripp"       "crazyripps"     
## creat           "creat"           "create"         
## credit          "credit"          "credits"        
## cremedeladop    "cremedeladop"    "cremedeladope"  
## crown           "crown"           "crown"          
## cthrnysml       "cthrnysml"       "cthrnysml"      
## current         "current"         "current"        
## custom          "custom"          "customize"      
## cyberneticgeek  "cyberneticgeek"  "cyberneticgeek" 
## damag           "damag"           "damaged"        
## damper          "damper"          "damper"         
## danielpers      "danielpers"      "danielpersing"  
## danni           "danni"           ""               
## dannylara       "dannylara"       "dannylara"      
## danthni         "danthni"         ""               
## dashirey        "dashirey"        "dashirey"       
## data            "data"            "data"           
## date            "date"            "date"           
## davestevensbg   "davestevensbg"   "davestevensbg"  
## david           "david"           "david"          
## davidjam        "davidjam"        "davidjames"     
## davidjuliantoo  "davidjuliantoo"  "davidjuliantoo" 
## davidodonogho   "davidodonogho"   "davidodonoghoe" 
## davitosgeorg    "davitosgeorg"    "davitosgeorge"  
## dawhytecoco     "dawhytecoco"     "dawhytecoco"    
## dawnk           "dawnk"           "dawnk"          
## day             "day"             "day"            
## daydreamforget  "daydreamforget"  "daydreamforget" 
## dazzaluri       "dazzaluri"       "dazzalurie"     
## dbenk           "dbenk"           "dbenk"          
## dcaliboy        "dcaliboy"        "dcaliboy"       
## ddnyc           "ddnyc"           "ddnyc"          
## decfri          "decfri"          ""               
## decis           "decis"           "decision"       
## decreas         "decreas"         "decrease"       
## dedsab          "dedsab"          "dedsab"         
## deeper          "deeper"          "deeper"         
## definit         "definit"         "definitely"     
## delay           "delay"           "delays"         
## delet           "delet"           "delete"         
## denial          "denial"          "denial"         
## depart          "depart"          "department"     
## descript        "descript"        "description"    
## desireediaz     "desireediaz"     "desireediaz"    
## desktop         "desktop"         "desktop"        
## desmillici      "desmillici"      "desmillicious"  
## detail          "detail"          "detail"         
## determin        "determin"        "determine"      
## develop         "develop"         "developer"      
## devic           "devic"           "device"         
## devjah          "devjah"          "devjah"         
## devonread       "devonread"       "devonread"      
## dfpid           "dfpid"           "dfpid"          
## dial            "dial"            "dial"           
## dianaquo        "dianaquo"        "dianaquo"       
## didnt           "didnt"           "didnt"          
## differ          "differ"          "difference"     
## dig             "dig"             "dig"            
## digit           "digit"           "digital"        
## direct          "direct"          "direct"         
## disabl          "disabl"          "disable"        
## discharg        "discharg"        "discharge"      
## disconnect      "disconnect"      "disconnect"     
## discuss         "discuss"         "discuss"        
## display         "display"         "display"        
## distributor     "distributor"     "distributor"    
## disturb         "disturb"         "disturb"        
## divel           "divel"           "divelance"      
## djdashmus       "djdashmus"       "djdashmusic"    
## djevanblak      "djevanblak"      "djevanblake"    
## djluchey        "djluchey"        "djluchey"       
## djnolanroth     "djnolanroth"     "djnolanroth"    
## dmitrydykin     "dmitrydykin"     "dmitrydykin"    
## dms             "dms"             "dms"            
## dock            "dock"            "dock"           
## dockev          "dockev"          "dockev"         
## doesnt          "doesnt"          "doesnt"         
## dogswoon        "dogswoon"        "dogswoon"       
## done            "done"            "done"           
## dont            "dont"            "dont"           
## dorel           "dorel"           "dorell"         
## douglaslopez    "douglaslopez"    "douglaslopez"   
## download        "download"        "download"       
## drain           "drain"           "drain"          
## drawer          "drawer"          "drawer"         
## drbetodg        "drbetodg"        "drbetodg"       
## drdogbert       "drdogbert"       "drdogbert"      
## dred            "dred"            "dred"           
## drive           "drive"           ""               
## drop            "drop"            "drop"           
## dsk             "dsk"             "dsk"            
## dwrightway      "dwrightway"      "dwrightway"     
## dzaffrann       "dzaffrann"       "dzaffrann"      
## earlier         "earlier"         "earlier"        
## echooflawr      "echooflawr"      "echooflawrence" 
## eddybo          "eddybo"          "eddyboer"       
## edenhusen       "edenhusen"       "edenhusen"      
## edgarchicago    "edgarchicago"    "edgarchicago"   
## edgaritop       "edgaritop"       "edgaritop"      
## edipoo          "edipoo"          "edipoo"         
## edit            "edit"            "edit"           
## edmondarwich    "edmondarwich"    "edmondarwich"   
## edwardjohnm     "edwardjohnm"     "edwardjohnm"    
## eeshanjgd       "eeshanjgd"       "eeshanjgd"      
## effect          "effect"          "effect"         
## efsb            "efsb"            "efsb"           
## ehausnj         "ehausnj"         "ehausnj"        
## ehe             "ehe"             "ehed"           
## eightclub       "eightclub"       "eightclubs"     
## eileendarlin    "eileendarlin"    "eileendarlin"   
## either          "either"          "either"         
## ejpeg           "ejpeg"           "ejpeg"          
## elabor          "elabor"          "elaborate"      
## elgreenego      "elgreenego"      "elgreenego"     
## elig            "elig"            "eligibility"    
## elijahdixon     "elijahdixon"     "elijahdixon"    
## elishamundi     "elishamundi"     ""               
## elitedirk       "elitedirk"       "elitedirk"      
## elmara          "elmara"          "elmara"         
## elnortej        "elnortej"        "elnortej"       
## els             "els"             "else"           
## elviriavaldaz   "elviriavaldaz"   "elviriavaldaz"  
## email           "email"           "email"          
## emerg           "emerg"           "emergency"      
## emilyshore      "emilyshore"      "emilyshoree"    
## empir           "empir"           "empireant"      
## empti           "empti"           ""               
## enabl           "enabl"           "enable"         
## encount         "encount"         "encountere"     
## encounter       "encounter"       "encountere"     
## encourag        "encourag"        "encourage"      
## end             "end"             "end"            
## english         "english"         "english"        
## enjoy           "enjoy"           "enjoy"          
## enough          "enough"          "enough"         
## ensur           "ensur"           "ensure"         
## entir           "entir"           "entire"         
## epra            "epra"            "epra"           
## equip           "equip"           "equipped"       
## erikwbryan      "erikwbryan"      "erikwbryan"     
## error           "error"           "error"          
## etc             "etc"             "etc"            
## ethanwhitefield "ethanwhitefield" "ethanwhitefield"
## evadallla       "evadallla"       "evadalllas"     
## ever            "ever"            "ever"           
## everi           "everi"           ""               
## everyth         "everyth"         "everything"     
## exact           "exact"           "exact"          
## exampl          "exampl"          "example"        
## excel           "excel"           "excellent"      
## exchang         "exchang"         "exchange"       
## excit           "excit"           "exciting"       
## exclus          "exclus"          "exclusively"    
## exclusivelyrand "exclusivelyrand" "exclusivelyrand"
## exist           "exist"           "exists"         
## exp             "exp"             "exp"            
## expect          "expect"          "expect"         
## experi          "experi"          "experience"     
## experienc       "experienc"       "experience"     
## expert          "expert"          "experts"        
## explain         "explain"         "explain"        
## explor          "explor"          "explore"        
## extralar        "extralar"        "extralarents"   
## eye             "eye"             "eye"            
## eyesnurs        "eyesnurs"        "eyesnurse"      
## ezzasarbini     "ezzasarbini"     "ezzasarbini"    
## fabienbak       "fabienbak"       "fabienbaker"    
## face            "face"            "face"           
## facebook        "facebook"        "facebook"       
## facetim         "facetim"         "facetime"       
## factor          "factor"          "factors"        
## fadiassa        "fadiassa"        "fadiassaed"     
## fagnerarq       "fagnerarq"       "fagnerarq"      
## famili          "famili"          ""               
## fannydarrar     "fannydarrar"     "fannydarrar"    
## fantast         "fantast"         "fantastic"      
## far             "far"             "far"            
## fast            "fast"            "fast"           
## favorit         "favorit"         "favorites"      
## fawazalsisi     "fawazalsisi"     "fawazalsisi"    
## featur          "featur"          "feature"        
## fedpowel        "fedpowel"        "fedpowell"      
## feedback        "feedback"        "feedback"       
## feel            "feel"            "feel"           
## fer             "fer"             "fer"            
## ferpiuswal      "ferpiuswal"      "ferpiuswale"    
## fetch           "fetch"           "fetch"          
## figur           "figur"           "figure"         
## fiimism         "fiimism"         "fiimism"        
## file            "file"            "files"          
## filmbot         "filmbot"         "filmbot"        
## find            "find"            "find"           
## first           "first"           "first"          
## fix             "fix"             "fix"            
## flashcobra      "flashcobra"      "flashcobra"     
## flaximusprim    "flaximusprim"    "flaximusprime"  
## flowmastrx      "flowmastrx"      "flowmastrx"     
## flykidflo       "flykidflo"       "flykidflo"      
## focus           "focus"           "focus"          
## folder          "folder"          "folder"         
## follow          "follow"          "follow"         
## followup        "followup"        "followup"       
## font            "font"            "font"           
## forc            "forc"            "force"          
## format          "format"          "format"         
## forward         "forward"         "forward"        
## frame           "frame"           "frame"          
## free            "free"            "free"           
## freez           "freez"           "freezes"        
## frenchpoodl     "frenchpoodl"     "frenchpoodle"   
## frg             "frg"             "frg"            
## friend          "friend"          "friend"         
## frnndreynoso    "frnndreynoso"    "frnndreynoso"   
## fro             "fro"             "fro"            
## fuckmemark      "fuckmemark"      "fuckmemark"     
## full            "full"            "full"           
## fulli           "fulli"           ""               
## fullspeedsecur  "fullspeedsecur"  "fullspeedsecure"
## function        "function"        "function"       
## funkintt        "funkintt"        "funkintt"       
## funrais         "funrais"         "funraisers"     
## futur           "futur"           "future"         
## futurrafre      "futurrafre"      "futurrafree"    
## fzlurrehman     "fzlurrehman"     "fzlurrehman"    
## gabrielmolina   "gabrielmolina"   "gabrielmolina"  
## gabsbeauclair   "gabsbeauclair"   "gabsbeauclair"  
## gamerhoracio    "gamerhoracio"    "gamerhoracio"   
## gamingtundra    "gamingtundra"    "gamingtundra"   
## ganimu          "ganimu"          "ganimu"         
## gather          "gather"          "gather"         
## gauthierauclair "gauthierauclair" "gauthierauclair"
## gavinmcknna     "gavinmcknna"     "gavinmcknna"    
## gear            "gear"            "geared"         
## geenahous       "geenahous"       "geenahouse"     
## general         "general"         "general"        
## geniuzgfx       "geniuzgfx"       "geniuzgfx"      
## gennamillerr    "gennamillerr"    "gennamillerr"   
## georgewongyf    "georgewongyf"    "georgewongyf"   
## gestur          "gestur"          "gesture"        
## get             "get"             "get"            
## giabluewolf     "giabluewolf"     "giabluewolf"    
## giacomolaw      "giacomolaw"      "giacomolaw"     
## give            "give"            "give"           
## glad            "glad"            "glad"           
## globe           "globe"           "globe"          
## gmail           "gmail"           "gmail"          
## gmamp           "gmamp"           "gmamp"          
## goe             "goe"             "goes"           
## gokhanafsar     "gokhanafsar"     "gokhanafsar"    
## goldomd         "goldomd"         "goldomd"        
## good            "good"            "good"           
## goomyisgod      "goomyisgod"      "goomyisgod"     
## got             "got"             "got"            
## gradual         "gradual"         "gradually"      
## grahambarr      "grahambarr"      "grahambarr"     
## gray            "gray"            "gray"           
## great           "great"           "great"          
## greater         "greater"         "greater"        
## green           "green"           "green"          
## grilzair        "grilzair"        "grilzair"       
## group           "group"           "group"          
## guid            "guid"            "guidance"       
## guidanc         "guidanc"         "guidance"       
## guzd            "guzd"            "guzd"           
## gwak            "gwak"            "gwaks"          
## hagzlol         "hagzlol"         "hagzlol"        
## hajjdavid       "hajjdavid"       "hajjdavid"      
## haknmrc         "haknmrc"         "haknmrc"        
## haleyvarnado    "haleyvarnado"    "haleyvarnado"   
## hand            "hand"            "hand"           
## hannahsss       "hannahsss"       "hannahsss"      
## happen          "happen"          "happen"         
## happi           "happi"           ""               
## hardytom        "hardytom"        "hardytom"       
## hastagaspacho   "hastagaspacho"   "hastagaspacho"  
## hav             "hav"             "hav"            
## havent          "havent"          "havent"         
## havertyj        "havertyj"        "havertyj"       
## haytayxx        "haytayxx"        "haytayxx"       
## hcdancetheatr   "hcdancetheatr"   "hcdancetheatre" 
## head            "head"            "head"           
## headphon        "headphon"        "headphones"     
## healinghappi    "healinghappi"    ""               
## hear            "hear"            "hear"           
## heard           "heard"           "heard"          
## heart           "heart"           "heart"          
## hecravesdr      "hecravesdr"      "hecravesdre"    
## hectorentzana   "hectorentzana"   "hectorentzana"  
## hello           "hello"           "hello"          
## help            "help"            "help"           
## here            "here"            "heres"          
## hesit           "hesit"           "hesitate"       
## hesyounggod     "hesyounggod"     "hesyounggod"    
## hey             "hey"             "hey"            
## heyscottyj      "heyscottyj"      "heyscottyj"     
## hibolagerfeld   "hibolagerfeld"   "hibolagerfeld"  
## hick            "hick"            "hicks"          
## highestqu       "highestqu"       "highestquality" 
## histori         "histori"         ""               
## hockapop        "hockapop"        "hockapop"       
## holliexox       "holliexox"       "holliexox"      
## home            "home"            "home"           
## hoodiehaught    "hoodiehaught"    "hoodiehaught"   
## hoosier         "hoosier"         "hoosier"        
## hop             "hop"             "hop"            
## hope            "hope"            "hope"           
## hosewat         "hosewat"         "hosewater"      
## hour            "hour"            "hours"          
## howev           "howev"           "however"        
## huge            "huge"            "huge"           
## hugorelva       "hugorelva"       "hugorelva"      
## huztlazgre      "huztlazgre"      "huztlazgreed"   
## hxbrat          "hxbrat"          "hxbrat"         
## hyukdori        "hyukdori"        "hyukdorie"      
## iamryanwarn     "iamryanwarn"     "iamryanwarner"  
## ibook           "ibook"           "ibooks"         
## iceblueminki    "iceblueminki"    "iceblueminki"   
## icloud          "icloud"          "icloud"         
## icon            "icon"            "icon"           
## ifhil           "ifhil"           "ifhil"          
## ilimitedgam     "ilimitedgam"     "ilimitedgaming" 
## iloveidevic     "iloveidevic"     "iloveidevices"  
## imac            "imac"            "imac"           
## imconserv       "imconserv"       "imconservative" 
## imcristianortiz "imcristianortiz" "imcristianortiz"
## imessag         "imessag"         "imessage"       
## immedi          "immedi"          "immediately"    
## immortalnt      "immortalnt"      "immortalnt"     
## impact          "impact"          "impact"         
## import          "import"          "importance"     
## improv          "improv"          "improve"        
## imthenerdfath   "imthenerdfath"   "imthenerdfather"
## incid           "incid"           "incident"       
## includ          "includ"          "include"        
## infamousmalic   "infamousmalic"   "infamousmalice" 
## info            "info"            "info"           
## inform          "inform"          "information"    
## initi           "initi"           "initiate"       
## inquiri         "inquiri"         ""               
## instagiri       "instagiri"       "instagiri"      
## instal          "instal"          "install"        
## instead         "instead"         "instead"        
## instruct        "instruct"        "instructions"   
## int             "int"             "int"            
## interact        "interact"        "interaction"    
## internet        "internet"        "internet"       
## interstellarho  "interstellarho"  "interstellarho" 
## intoyouth       "intoyouth"       "intoyouths"     
## invert          "invert"          "invert"         
## investig        "investig"        "investiga"      
## investiga       "investiga"       "investiga"      
## investigat      "investigat"      "investigat"     
## invit           "invit"           "inviting"       
## ipad            "ipad"            "ipad"           
## iphon           "iphon"           "iphone"         
## iphoneflick     "iphoneflick"     "iphoneflick"    
## ipod            "ipod"            "ipod"           
## isabellesavinon "isabellesavinon" "isabellesavinon"
## ishinegomez     "ishinegomez"     "ishinegomez"    
## isnt            "isnt"            "isnt"           
## isol            "isol"            "isolate"        
## issu            "issu"            "issue"          
## item            "item"            "item"           
## itserrialb      "itserrialb"      "itserrialb"     
## itsgabbayi      "itsgabbayi"      ""               
## itskayleex      "itskayleex"      "itskayleex"     
## itskirtesh      "itskirtesh"      "itskirtesh"     
## itun            "itun"            "itunes"         
## itzkevonnn      "itzkevonnn"      "itzkevonnn"     
## itzstitchyt     "itzstitchyt"     "itzstitchyt"    
## ivanjaltamirano "ivanjaltamirano" "ivanjaltamirano"
## jadekin         "jadekin"         "jadekins"       
## jagichan        "jagichan"        "jagichan"       
## jagratdesai     "jagratdesai"     "jagratdesai"    
## jaimehawk       "jaimehawk"       "jaimehawk"      
## jamesdv         "jamesdv"         "jamesdv"        
## jayeantonio     "jayeantonio"     "jayeantonio"    
## jayseeau        "jayseeau"        "jayseeau"       
## jaytillman      "jaytillman"      "jaytillman"     
## jbaker          "jbaker"          "jbaker"         
## jddanx          "jddanx"          "jddanx"         
## jdrew           "jdrew"           "jdrewes"        
## jeffjohnsonfilm "jeffjohnsonfilm" "jeffjohnsonfilm"
## jeicaa          "jeicaa"          "jeicaa"         
## jessic          "jessic"          "jessical"       
## jesstend        "jesstend"        "jesstender"     
## jesuestuamigo   "jesuestuamigo"   "jesuestuamigo"  
## jhordanjohn     "jhordanjohn"     "jhordanjohn"    
## jillianleewhxt  "jillianleewhxt"  "jillianleewhxte"
## jkeimel         "jkeimel"         "jkeimel"        
## jkolesar        "jkolesar"        "jkolesaric"     
## jlayneca        "jlayneca"        "jlayneca"       
## jlcloud         "jlcloud"         "jlcloud"        
## jlmaegan        "jlmaegan"        "jlmaegan"       
## joessportsnmor  "joessportsnmor"  "joessportsnmore"
## johndstrunk     "johndstrunk"     "johndstrunk"    
## join            "join"            "join"           
## jokinpedr       "jokinpedr"       "jokinpedre"     
## joloughlin      "joloughlin"      "joloughlin"     
## jonathanb       "jonathanb"       "jonathanbs"     
## jonjonirwin     "jonjonirwin"     "jonjonirwin"    
## jonuk           "jonuk"           "jonuk"          
## jordanbucknal   "jordanbucknal"   "jordanbucknall" 
## jordantadeu     "jordantadeu"     "jordantadeu"    
## josepouso       "josepouso"       "josepouso"      
## joshfck         "joshfck"         "joshfcking"     
## joshparr        "joshparr"        "joshparr"       
## joshpwil        "joshpwil"        "joshpwills"     
## joshyjx         "joshyjx"         "joshyjx"        
## jsiggard        "jsiggard"        "jsiggard"       
## jsuisc          "jsuisc"          "jsuisc"         
## jtcymru         "jtcymru"         "jtcymru"        
## julianlittl     "julianlittl"     "julianlittler"  
## juliefromnc     "juliefromnc"     "juliefromnc"    
## jusbass         "jusbass"         "jusbass"        
## just            "just"            "just"           
## justincovington "justincovington" "justincovington"
## justweetin      "justweetin"      "justweetin"     
## jyrenn          "jyrenn"          "jyrenn"         
## kalashkeot      "kalashkeot"      "kalashkeote"    
## kansast         "kansast"         "kansast"        
## karanjv         "karanjv"         "karanjv"        
## karteek         "karteek"         "karteek"        
## kathrynanne     "kathrynanne"     "kathrynannee"   
## katniicol       "katniicol"       "katniicole"     
## katttielynn     "katttielynn"     "katttielynn"    
## keep            "keep"            "keep"           
## keiaaa          "keiaaa"          "keiaaa"         
## kelliekristin   "kelliekristin"   "kelliekristin"  
## kendan          "kendan"          "kendan"         
## kevinderrr      "kevinderrr"      "kevinderrr"     
## kevinleebrock   "kevinleebrock"   "kevinleebrock"  
## keyboard        "keyboard"        "keyboard"       
## kfcrain         "kfcrain"         "kfcrain"        
## kibri           "kibri"           "kibris"         
## kickhead        "kickhead"        "kickhead"       
## kikssammi       "kikssammi"       ""               
## kind            "kind"            "kind"           
## kingashley      "kingashley"      "kingashley"     
## kingdomentad    "kingdomentad"    "kingdomentad"   
## kingsford       "kingsford"       "kingsford"      
## kingsolarr      "kingsolarr"      "kingsolarr"     
## kirsti          "kirsti"          ""               
## kmcardena       "kmcardena"       "kmcardenas"     
## knoe            "knoe"            "knoe"           
## know            "know"            "know"           
## konkodelamonko  "konkodelamonko"  "konkodelamonko" 
## kopthi          "kopthi"          "kopthis"        
## koyikkodann     "koyikkodann"     "koyikkodann"    
## kristaintaylor  "kristaintaylor"  "kristaintaylor" 
## krzycarew       "krzycarew"       "krzycarew"      
## kur             "kur"             "kur"            
## kylejmacc       "kylejmacc"       "kylejmacc"      
## kylerchartrand  "kylerchartrand"  "kylerchartrand" 
## label           "label"           "label"          
## lag             "lag"             "lag"            
## lakrsfan        "lakrsfan"        "lakrsfan"       
## languag         "languag"         "language"       
## laptop          "laptop"          "laptop"         
## larvitax        "larvitax"        "larvitax"       
## lasouthern      "lasouthern"      "lasouthern"     
## last            "last"            "last"           
## later           "later"           "later"          
## latest          "latest"          "latest"         
## launch          "launch"          "launch"         
## lauren          "lauren"          "lauren"         
## laurendawnfox   "laurendawnfox"   "laurendawnfox"  
## laurenmachi     "laurenmachi"     "laurenmachi"    
## laurennedwardss "laurennedwardss" "laurennedwardss"
## laz             "laz"             "laz"            
## lcarterisr      "lcarterisr"      "lcarterisreal"  
## ldawg           "ldawg"           "ldawg"          
## learn           "learn"           "learn"          
## leav            "leav"            "leave"          
## left            "left"            "left"           
## leftov          "leftov"          "leftover"       
## lemexicanburito "lemexicanburito" "lemexicanburito"
## lemonishbieb    "lemonishbieb"    "lemonishbieber" 
## lend            "lend"            "lend"           
## leozeragot      "leozeragot"      "leozeragot"     
## leslyireri      "leslyireri"      ""               
## lespich         "lespich"         "lespich"        
## let             "let"             "let"            
## liamocoy        "liamocoy"        "liamocoys"      
## liampvinc       "liampvinc"       "liampvince"     
## librari         "librari"         ""               
## life            "life"            "life"           
## lightn          "lightn"          "lightning"      
## like            "like"            "like"           
## lilwootyy       "lilwootyy"       "lilwootyy"      
## limit           "limit"           "limit"          
## liniman         "liniman"         "liniman"        
## link            "link"            "link"           
## list            "list"            "listed"         
## listen          "listen"          "listen"         
## litenlykk       "litenlykk"       "litenlykke"     
## littl           "littl"           "little"         
## live            "live"            "live"           
## load            "load"            "load"           
## locat           "locat"           "locat"          
## lock            "lock"            "lock"           
## loeysthet       "loeysthet"       "loeysthetic"    
## log             "log"             "log"            
## loganrufus      "loganrufus"      "loganrufus"     
## lonestardigit   "lonestardigit"   "lonestardigital"
## long            "long"            "long"           
## longer          "longer"          "longer"         
## look            "look"            "look"           
## lordjon         "lordjon"         "lordjones"      
## lostntwood      "lostntwood"      "lostntwoods"    
## love            "love"            "love"           
## low             "low"             "low"            
## lower           "lower"           "lower"          
## lte             "lte"             "lte"            
## lubenzz         "lubenzz"         "lubenzz"        
## lucasbrunosal   "lucasbrunosal"   "lucasbrunosales"
## lucylilli       "lucylilli"       "lucylillis"     
## luiss           "luiss"           "luiss"          
## lukeamorelli    "lukeamorelli"    "lukeamorelli"   
## lukepollard     "lukepollard"     "lukepollard"    
## lulielu         "lulielu"         "lulielu"        
## luvlyhem        "luvlyhem"        "luvlyhemmings"  
## lynsay          "lynsay"          "lynsay"         
## mac             "mac"             "mac"            
## maco            "maco"            "macos"          
## macsawc         "macsawc"         "macsawce"       
## made            "made"            "made"           
## madysonpaiig    "madysonpaiig"    "madysonpaiige"  
## mafeeer         "mafeeer"         "mafeeer"        
## mail            "mail"            "mail"           
## majkenaun       "majkenaun"       "majkenaune"     
## make            "make"            "make"           
## malinafoldesi   "malinafoldesi"   "malinafoldesi"  
## mamalovesham    "mamalovesham"    "mamalovesham"   
## manag           "manag"           "manage"         
## mani            "mani"            ""               
## mannband        "mannband"        "mannband"       
## manual          "manual"          "manual"         
## map             "map"             "maps"           
## maranchi        "maranchi"        "maranchi"       
## marcabcd        "marcabcd"        "marcabcd"       
## mariojr         "mariojr"         "mariojr"        
## markbradford    "markbradford"    "markbradford"   
## markcamperel    "markcamperel"    "markcamperell"  
## markpacha       "markpacha"       "markpachas"     
## markrickabi     "markrickabi"     ""               
## marnaar         "marnaar"         "marnaar"        
## marvel          "marvel"          "marvelous"      
## masterhef       "masterhef"       "masterhefe"     
## match           "match"           "match"          
## matteblackcnma  "matteblackcnma"  "matteblackcnma" 
## matter          "matter"          "matter"         
## matthewjsim     "matthewjsim"     "matthewjsims"   
## mattic          "mattic"          "mattic"         
## mattymatt       "mattymatt"       "mattymatt"      
## maxim           "maxim"           "maximize"       
## may             "may"             "may"            
## mcmar           "mcmar"           "mcmar"          
## mcmaxmc         "mcmaxmc"         "mcmaxmc"        
## meaj            "meaj"            "meaj"           
## mealhazmi       "mealhazmi"       "mealhazmi"      
## mean            "mean"            "mean"           
## mee             "mee"             "mee"            
## meehaa          "meehaa"          "meehaa"         
## meet            "meet"            "meet"           
## mehitsbeth      "mehitsbeth"      "mehitsbeth"     
## mellielangi     "mellielangi"     "mellielangie"   
## mellonsr        "mellonsr"        "mellonsr"       
## melsimpli       "melsimpli"       ""               
## memahesh        "memahesh"        "memahesh"       
## memalloc        "memalloc"        "memalloc"       
## member          "member"          "members"        
## memori          "memori"          "memories"       
## menu            "menu"            "menu"           
## meowllorym      "meowllorym"      "meowllorym"     
## mes             "mes"             "mes"            
## messag          "messag"          "messag"         
## messiahofmem    "messiahofmem"    "messiahofmemes" 
## met             "met"             "met"            
## method          "method"          "method"         
## mforeman        "mforeman"        "mforeman"       
## mfperezcr       "mfperezcr"       "mfperezcr"      
## mghrd           "mghrd"           "mghrd"          
## mherink         "mherink"         "mherink"        
## mhgarg          "mhgarg"          "mhgarg"         
## michaelcaubl    "michaelcaubl"    "michaelcauble"  
## michaelq        "michaelq"        "michaelq"       
## michellecerva   "michellecerva"   "michellecerva"  
## michellehug     "michellehug"     "michellehugs"   
## microphon       "microphon"       "microphones"    
## might           "might"           "might"          
## miguel          "miguel"          "miguel"         
## mikd            "mikd"            "mikd"           
## mileyfan        "mileyfan"        "mileyfan"       
## millerlitedj    "millerlitedj"    "millerlitedj"   
## mind            "mind"            "mind"           
## mindofjosh      "mindofjosh"      "mindofjosh"     
## minut           "minut"           "minutes"        
## miserymag       "miserymag"       "miserymag"      
## miss            "miss"            "missing"        
## mistaduv        "mistaduv"        "mistaduval"     
## misterfab       "misterfab"       "misterfabe"     
## mjlangdon       "mjlangdon"       "mjlangdon"      
## mjohnson        "mjohnson"        "mjohnson"       
## mlboss          "mlboss"          "mlboss"         
## mlsport         "mlsport"         "mlsports"       
## mnajdi          "mnajdi"          "mnajdi"         
## moaazsidat      "moaazsidat"      "moaazsidat"     
## mod             "mod"             "mod"            
## mode            "mode"            "mode"           
## model           "model"           "model"          
## mofoisellit     "mofoisellit"     "mofoisellit"    
## molinasol       "molinasol"       "molinasole"     
## mollybikeslif   "mollybikeslif"   "mollybikeslife" 
## monitor         "monitor"         "monitor"        
## mooksarocha     "mooksarocha"     "mooksarocha"    
## mor             "mor"             "mor"            
## morn            "morn"            "morning"        
## mostlysun       "mostlysun"       "mostlysun"      
## moszinet        "moszinet"        "moszinet"       
## move            "move"            "move"           
## mrdovahkiinsir  "mrdovahkiinsir"  "mrdovahkiinsir" 
## mrsjessicaleari "mrsjessicaleari" ""               
## mseg            "mseg"            "mseg"           
## much            "much"            "much"           
## multipl         "multipl"         "multiple"       
## multitask       "multitask"       "multitasking"   
## music           "music"           "music"          
## musicgt         "musicgt"         "musicgt"        
## mute            "mute"            "mute"           
## mvdleek         "mvdleek"         "mvdleek"        
## mvrcosdv        "mvrcosdv"        "mvrcosdv"       
## mynameiswhat    "mynameiswhat"    "mynameiswhat"   
## mztroliv        "mztroliv"        "mztroliver"     
## nadgryzioni     "nadgryzioni"     ""               
## naimaasif       "naimaasif"       "naimaasif"      
## nakajimakenchin "nakajimakenchin" "nakajimakenchin"
## natashaklondon  "natashaklondon"  "natashaklondon" 
## nativ           "nativ"           "native"         
## necessari       "necessari"       ""               
## need            "need"            "need"           
## nellemel        "nellemel"        "nellemel"       
## network         "network"         "network"        
## new             "new"             "new"            
## newli           "newli"           ""               
## news            "news"            "news"           
## next            "next"            "next"           
## nicius          "nicius"          "nicius"         
## nickdossman     "nickdossman"     "nickdossman"    
## nickwrightbik   "nickwrightbik"   "nickwrightbiker"
## nigelwadsworth  "nigelwadsworth"  "nigelwadsworth" 
## night           "night"           "night"          
## niranjanarajur  "niranjanarajur"  "niranjanarajurs"
## noon            "noon"            "noon"           
## nopromlsesl     "nopromlsesl"     "nopromlseslive" 
## normal          "normal"          "normal"         
## notdylanchas    "notdylanchas"    "notdylanchase"  
## notic           "notic"           "notice"         
## notif           "notif"           "notification"   
## notifi          "notifi"          "notification"   
## notoriouswill   "notoriouswill"   "notoriouswilll" 
## now             "now"             "now"            
## nratr           "nratr"           "nratre"         
## number          "number"          "number"         
## obrochman       "obrochman"       "obrochman"      
## occur           "occur"           "occur"          
## offer           "offer"           "offer"          
## offici          "offici"          "official"       
## officialehallz  "officialehallz"  "officialehallz" 
## ohbetsi         "ohbetsi"         ""               
## ohhmygayss      "ohhmygayss"      "ohhmygayss"     
## oizhr           "oizhr"           "oizhre"         
## okay            "okay"            "okay"           
## okayeoghan      "okayeoghan"      "okayeoghan"     
## older           "older"           "older"          
## oledinki        "oledinki"        ""               
## omarghonim      "omarghonim"      "omarghonim"     
## omarkj          "omarkj"          "omarkj"         
## omnchimne       "omnchimne"       "omnchimnee"     
## one             "one"             "one"            
## onl             "onl"             "onl"            
## onlin           "onlin"           "online"         
## open            "open"            "open"           
## opportun        "opportun"        "opportunity"    
## opt             "opt"             "opt"            
## optim           "optim"           "optimize"       
## option          "option"          "option"         
## order           "order"           "order"          
## organ           "organ"           "organizer"      
## origin          "origin"          "original"       
## oritangi        "oritangi"        "oritangi"       
## orlandoochoa    "orlandoochoa"    "orlandoochoa"   
## ota             "ota"             "ota"            
## other           "other"           "others"         
## outlin          "outlin"          "outlined"       
## overtheair      "overtheair"      "overtheair"     
## owxiandeep      "owxiandeep"      "owxiandeep"     
## pacif           "pacif"           "pacific"        
## page            "page"            "page"           
## pair            "pair"            "pair"           
## paleweav        "paleweav"        "paleweaves"     
## palez           "palez"           "palezer"        
## paoqr           "paoqr"           "paoqr"          
## paperboyblu     "paperboyblu"     "paperboyblues"  
## part            "part"            "part"           
## parti           "parti"           "partially"      
## partial         "partial"         "partially"      
## particular      "particular"      "particular"     
## partner         "partner"         "partner"        
## pass            "pass"            "pass"           
## passcod         "passcod"         "passcode"       
## password        "password"        "password"       
## past            "past"            "past"           
## patduuuuuuuugan "patduuuuuuuugan" "patduuuuuuuugan"
## pathfw          "pathfw"          "pathfw"         
## patienc         "patienc"         "patience"       
## paularoxa       "paularoxa"       "paularoxas"     
## paulinva        "paulinva"        "paulinva"       
## pay             "pay"             "pay"            
## payment         "payment"         "payment"        
## pdf             "pdf"             "pdf"            
## pdubl           "pdubl"           "pdubl"          
## peaceovermind   "peaceovermind"   "peaceovermind"  
## pearrion        "pearrion"        "pearrion"       
## perfect         "perfect"         "perfect"        
## perform         "perform"         "performance"    
## perkinsian      "perkinsian"      "perkinsian"     
## persist         "persist"         "persist"        
## petermerola     "petermerola"     "petermerola"    
## phish           "phish"           "phishing"       
## phone           "phone"           "phone"          
## photo           "photo"           "photos"         
## physic          "physic"          "physically"     
## pic             "pic"             "pics"           
## piercedtedybear "piercedtedybear" "piercedtedybear"
## pineappplehurd  "pineappplehurd"  "pineappplehurd" 
## pizzarioss      "pizzarioss"      "pizzarioss"     
## pla             "pla"             "pla"            
## place           "place"           "place"          
## plan            "plan"            "plan"           
## play            "play"            "play"           
## playlist        "playlist"        "playlist"       
## plea            "plea"            "pleas"          
## pleas           "pleas"           "pleas"          
## pleasur         "pleasur"         "pleasure"       
## plug            "plug"            "plugged"        
## plus            "plus"            "plus"           
## pmoeser         "pmoeser"         "pmoeser"        
## podcast         "podcast"         "podcast"        
## point           "point"           "point"          
## pop             "pop"             "pop"            
## possibl         "possibl"         "possible"       
## post            "post"            "posted"         
## power           "power"           "power"          
## prankingwif     "prankingwif"     "prankingwife"   
## pratikisher     "pratikisher"     "pratikishere"   
## prefer          "prefer"          "prefer"         
## present         "present"         "present"        
## press           "press"           "press"          
## preview         "preview"         "preview"        
## previous        "previous"        "previously"     
## princessleah    "princessleah"    "princessleah"   
## prior           "prior"           "prior"          
## priscilla       "priscilla"       "priscilla"      
## prizzillux      "prizzillux"      "prizzilluxe"    
## pro             "pro"             "pro"            
## problem         "problem"         "problem"        
## process         "process"         "process"        
## program         "program"         "program"        
## projectpupil    "projectpupil"    "projectpupil"   
## prompt          "prompt"          "prompted"       
## proper          "proper"          "properly"       
## prosperjamel    "prosperjamel"    "prosperjamel"   
## protect         "protect"         "protected"      
## protector       "protector"       "protector"      
## provid          "provid"          "provide"        
## pseudopatrick   "pseudopatrick"   "pseudopatrick"  
## ptotheson       "ptotheson"       "ptotheson"      
## public          "public"          "public"         
## publish         "publish"         "publish"        
## puneetsachdeva  "puneetsachdeva"  "puneetsachdeva" 
## purchas         "purchas"         "purchase"       
## push            "push"            "push"           
## put             "put"             "put"            
## qrt             "qrt"             "qrt"            
## quadder         "quadder"         "quadders"       
## que             "que"             "ques"           
## quest           "quest"           "quest"          
## question        "question"        "question"       
## quetool         "quetool"         "quetool"        
## quick           "quick"           "quick"          
## quicker         "quicker"         "quicker"        
## quincydrumland  "quincydrumland"  "quincydrumland" 
## quit            "quit"            "quitting"       
## radio           "radio"           "radio"          
## rafaelcalimanr  "rafaelcalimanr"  "rafaelcalimanr" 
## rainbautista    "rainbautista"    "rainbautista"   
## rais            "rais"            "raise"          
## rallenca        "rallenca"        "rallenca"       
## rate            "rate"            "rate"           
## rayjaul         "rayjaul"         "rayjaul"        
## raysenr         "raysenr"         "raysenr"        
## rdoddala        "rdoddala"        "rdoddala"       
## reach           "reach"           "reach"          
## read            "read"            "read"           
## readd           "readd"           "readd"          
## readi           "readi"           "reading"        
## realli          "realli"          ""               
## reason          "reason"          "reasons"        
## rebeccaport     "rebeccaport"     "rebeccaporter"  
## reboot          "reboot"          "rebooting"      
## receiv          "receiv"          "receive"        
## recent          "recent"          "recent"         
## recommend       "recommend"       "recommend"      
## record          "record"          "record"         
## redjohhn        "redjohhn"        "redjohhn"       
## redownload      "redownload"      "redownload"     
## redzlf          "redzlf"          "redzlf"         
## refer           "refer"           "reference"      
## refresh         "refresh"         "refresh"        
## regain          "regain"          "regain"         
## regard          "regard"          "regard"         
## region          "region"          "region"         
## regularstefani  "regularstefani"  "regularstefanie"
## reindex         "reindex"         "reindexing"     
## reinstal        "reinstal"        "reinstalling"   
## relat           "relat"           "related"        
## releas          "releas"          "release"        
## remigioruberto  "remigioruberto"  "remigioruberto" 
## remot           "remot"           "remote"         
## remov           "remov"           "remove"         
## reneemcdowel    "reneemcdowel"    "reneemcdowell"  
## reoccur         "reoccur"         "reoccurs"       
## reopen          "reopen"          "reopening"      
## repair          "repair"          "repairing"      
## repli           "repli"           "replied"        
## report          "report"          "report"         
## represent       "represent"       "representation" 
## res             "res"             "res"            
## research        "research"        "research"       
## reset           "reset"           "reset"          
## resolut         "resolut"         "resolution"     
## resolv          "resolv"          "resolve"        
## resourc         "resourc"         "resource"       
## respond         "respond"         "respond"        
## rest            "rest"            "rest"           
## restart         "restart"         "restart"        
## restor          "restor"          "restore"        
## resu            "resu"            "resu"           
## result          "result"          "result"         
## retri           "retri"           ""               
## return          "return"          "return"         
## review          "review"          "review"         
## revolut         "revolut"         "revolutional"   
## richmor         "richmor"         "richmor"        
## ricovalcanaia   "ricovalcanaia"   "ricovalcanaia"  
## riddikuluslwt   "riddikuluslwt"   "riddikuluslwt"  
## right           "right"           "right"          
## ring            "ring"            "ring"           
## roadrunneri     "roadrunneri"     "roadrunneri"    
## rob             "rob"             "rob"            
## robarton        "robarton"        "robarton"       
## robyvalentini   "robyvalentini"   "robyvalentini"  
## rockstarmaxey   "rockstarmaxey"   "rockstarmaxey"  
## roguebaronmc    "roguebaronmc"    "roguebaronmc"   
## rohan           "rohan"           "rohan"          
## romanlinley     "romanlinley"     "romanlinley"    
## rommellockett   "rommellockett"   "rommellockett"  
## roncharl        "roncharl"        "roncharls"      
## ronkito         "ronkito"         "ronkito"        
## ronniewahlberg  "ronniewahlberg"  "ronniewahlberg" 
## ronnisk         "ronnisk"         "ronnisk"        
## roro            "roro"            "roro"           
## rorogerthat     "rorogerthat"     "rorogerthat"    
## roryburrow      "roryburrow"      "roryburrows"    
## rowanstrang     "rowanstrang"     "rowanstrang"    
## run             "run"             "run"            
## rwolfcastl      "rwolfcastl"      "rwolfcastle"    
## sadpjmin        "sadpjmin"        "sadpjmin"       
## safari          "safari"          "safari"         
## sale            "sale"            "sales"          
## sam             "sam"             "sam"            
## samcoulstock    "samcoulstock"    "samcoulstock"   
## samehtolba      "samehtolba"      "samehtolba"     
## sameyecan       "sameyecan"       "sameyecan"      
## samuelchalon    "samuelchalon"    "samuelchaloner" 
## sanmaan         "sanmaan"         "sanmaan"        
## santytalk       "santytalk"       "santytalk"      
## sarafinn        "sarafinn"        "sarafinn"       
## sarathenightowl "sarathenightowl" "sarathenightowl"
## say             "say"             "say"            
## sayyourgrac     "sayyourgrac"     "sayyourgrace"   
## scooprel        "scooprel"        "scooprel"       
## scotruddock     "scotruddock"     "scotruddock"    
## scottbentleyi   "scottbentleyi"   ""               
## screen          "screen"          "screen"         
## screenshot      "screenshot"      "screenshot"     
## scroll          "scroll"          "scroll"         
## seane           "seane"           "seanee"         
## search          "search"          "search"         
## sebastiantobar  "sebastiantobar"  "sebastiantobar" 
## second          "second"          "seconds"        
## section         "section"         "section"        
## secur           "secur"           "security"       
## see             "see"             "see"            
## seeitbelieveit  "seeitbelieveit"  "seeitbelieveit" 
## seem            "seem"            "seem"           
## seen            "seen"            "seen"           
## select          "select"          "select"         
## selftitlednpi   "selftitlednpi"   "selftitlednpi"  
## send            "send"            "send"           
## sendayalor      "sendayalor"      "sendayalor"     
## sens            "sens"            "sense"          
## sent            "sent"            "sent"           
## sepp            "sepp"            "seppe"          
## servic          "servic"          "service"        
## set             "set"             "set"            
## setup           "setup"           "setup"          
## sgallego        "sgallego"        "sgallegos"      
## shamanmarket    "shamanmarket"    "shamanmarketer" 
## shamgod         "shamgod"         "shamgod"        
## shape           "shape"           "shape"          
## share           "share"           "share"          
## shaynichell     "shaynichell"     "shaynichelle"   
## sheenp          "sheenp"          "sheenp"         
## shes            "shes"            "shes"           
## shift           "shift"           "shift"          
## ship            "ship"            "shipping"       
## shockey         "shockey"         "shockey"        
## shoot           "shoot"           "shoot"          
## shootlikealex   "shootlikealex"   "shootlikealex"  
## short           "short"           "shortly"        
## shorti          "shorti"          ""               
## shorv           "shorv"           "shorv"          
## shot            "shot"            "shot"           
## shouldnt        "shouldnt"        "shouldnt"       
## show            "show"            "show"           
## shreedharanand  "shreedharanand"  "shreedharanand" 
## shriram         "shriram"         "shriram"        
## side            "side"            "side"           
## sign            "sign"            "sign"           
## signal          "signal"          "signal"         
## simontwenti     "simontwenti"     ""               
## simpl           "simpl"           "simple"         
## sinc            "sinc"            "since"          
## siri            "siri"            "siri"           
## site            "site"            "site"           
## situat          "situat"          "situation"      
## sixfiv          "sixfiv"          "sixfive"        
## size            "size"            "size"           
## skullet         "skullet"         "skullet"        
## slaviccthulhu   "slaviccthulhu"   "slaviccthulhu"  
## sleep           "sleep"           "sleep"          
## sleepwak        "sleepwak"        "sleepwake"      
## slide           "slide"           "slide"          
## slow            "slow"            "slowness"       
## smart           "smart"           "smart"          
## smittymightrul  "smittymightrul"  "smittymightrule"
## smooth          "smooth"          "smoothly"       
## sms             "sms"             "sms"            
## snapelimin      "snapelimin"      "snapeliminator" 
## snapg           "snapg"           "snapg"          
## snaptravelshop  "snaptravelshop"  "snaptravelshop" 
## snation         "snation"         "snation"        
## softkepn        "softkepn"        "softkepners"    
## softwar         "softwar"         "software"       
## solitudekid     "solitudekid"     "solitudekid"    
## solv            "solv"            "solved"         
## someth          "someth"          "something"      
## somonels        "somonels"        "somonelse"      
## song            "song"            "song"           
## songal          "songal"          "songal"         
## sorri           "sorri"           ""               
## sort            "sort"            "sort"           
## sound           "sound"           "sound"          
## space           "space"           "space"          
## spacegray       "spacegray"       "spacegray"      
## spam            "spam"            "spam"           
## spanish         "spanish"         "spanish"        
## spannishrow     "spannishrow"     "spannishrowe"   
## sparbani        "sparbani"        "sparbanie"      
## sparktheduderbx "sparktheduderbx" "sparktheduderbx"
## speak           "speak"           "speaker"        
## speaker         "speaker"         "speaker"        
## speakerphon     "speakerphon"     "speakerphone"   
## special         "special"         "specializing"   
## specif          "specif"          "specific"       
## speed           "speed"           "speed"          
## split           "split"           "split"          
## spookyjalaena   "spookyjalaena"   "spookyjalaena"  
## sppk            "sppk"            "sppk"           
## squidlyman      "squidlyman"      "squidlyman"     
## sta             "sta"             "sta"            
## stand           "stand"           "standard"       
## standard        "standard"        "standard"       
## start           "start"           "start"          
## status          "status"          "status"         
## stay            "stay"            "stay"           
## stealthebeauti  "stealthebeauti"  ""               
## stefanieribarra "stefanieribarra" "stefanieribarra"
## steftrevino     "steftrevino"     "steftrevino"    
## step            "step"            "step"           
## stephenalgino   "stephenalgino"   "stephenalgino"  
## stevecarlsontx  "stevecarlsontx"  "stevecarlsontx" 
## stevenkist      "stevenkist"      "stevenkister"   
## stevenlao       "stevenlao"       "stevenlao"      
## stevesear       "stevesear"       "stevesears"     
## sti             "sti"             "sti"            
## sticker         "sticker"         "stickers"       
## still           "still"           "still"          
## stop            "stop"            "stopped"        
## store           "store"           "store"          
## stream          "stream"          "stream"         
## strong          "strong"          "strong"         
## stuck           "stuck"           "stuck"          
## stuckonmad      "stuckonmad"      "stuckonmads"    
## subhac          "subhac"          "subhac"         
## submit          "submit"          "submit"         
## subscrib        "subscrib"        "subscribe"      
## success         "success"         "successfully"   
## sudden          "sudden"          "suddenly"       
## sudhirbhati     "sudhirbhati"     "sudhirbhati"    
## suggest         "suggest"         "suggest"        
## suggfriendliest "suggfriendliest" "suggfriendliest"
## sup             "sup"             "sup"            
## support         "support"         "support"        
## sure            "sure"            "sure"           
## suzieo          "suzieo"          "suzieo"         
## sweetertweet    "sweetertweet"    "sweetertweeter" 
## sweetlysabrina  "sweetlysabrina"  "sweetlysabrina" 
## sweetrom        "sweetrom"        "sweetromance"   
## swipe           "swipe"           "swipe"          
## switch          "switch"          "switch"         
## switcher        "switcher"        "switcher"       
## sync            "sync"            "sync"           
## system          "system"          "system"         
## tab             "tab"             "tab"            
## tajadavi        "tajadavi"        "tajadavis"      
## take            "take"            "take"           
## taken           "taken"           "taken"          
## talalmarash     "talalmarash"     "talalmarashli"  
## talk            "talk"            "talk"           
## tap             "tap"             "tap"            
## tarikhh         "tarikhh"         "tarikhh"        
## tatermanfri     "tatermanfri"     ""               
## taylordrysdal   "taylordrysdal"   "taylordrysdale" 
## taylorfrawl     "taylorfrawl"     "taylorfrawls"   
## tcltx           "tcltx"           "tcltx"          
## team            "team"            "team"           
## teamcarri       "teamcarri"       "teamcarrie"     
## teezbabycak     "teezbabycak"     "teezbabycakes"  
## tell            "tell"            "tell"           
## temporari       "temporari"       "temporarily"    
## temporarili     "temporarili"     ""               
## terpion         "terpion"         "terpioneer"     
## terrif          "terrif"          "terrific"       
## teryyynnn       "teryyynnn"       "teryyynnn"      
## test            "test"            "test"           
## text            "text"            "text"           
## thank           "thank"           "thank"          
## that            "that"            "thats"          
## thatsjustmoi    "thatsjustmoi"    "thatsjustmoi"   
## thatsmybuddi    "thatsmybuddi"    ""               
## thatssokristina "thatssokristina" "thatssokristina"
## theahsanahsan   "theahsanahsan"   "theahsanahsan"  
## theamazingeorg  "theamazingeorg"  "theamazingeorge"
## theaustin       "theaustin"       "theaustin"      
## thebatknight    "thebatknight"    "thebatknight"   
## thecryptoboss   "thecryptoboss"   "thecryptoboss"  
## thedogg         "thedogg"         "thedogger"      
## theemergepro    "theemergepro"    "theemergepro"   
## thehabitgam     "thehabitgam"     "thehabitgamer"  
## theindyirwin    "theindyirwin"    "theindyirwin"   
## thejdtruth      "thejdtruth"      "thejdtruth"     
## thekrazywabbit  "thekrazywabbit"  "thekrazywabbit" 
## themikefearnley "themikefearnley" "themikefearnley"
## theonetruebix   "theonetruebix"   "theonetruebix"  
## thepav          "thepav"          "thepav"         
## thepizzaknight  "thepizzaknight"  "thepizzaknight" 
## ther            "ther"            "ther"           
## there           "there"           "therealmisterg" 
## therealmisterg  "therealmisterg"  "therealmisterg" 
## thereid         "thereid"         "thereiders"     
## therickestrick  "therickestrick"  "therickestrick" 
## thewilsyboy     "thewilsyboy"     "thewilsyboy"    
## theyr           "theyr"           "theyre"         
## thezieglerstan  "thezieglerstan"  "thezieglerstans"
## thiccpilot      "thiccpilot"      "thiccpilots"    
## thing           "thing"           "thing"          
## third           "third"           "third"          
## thisguyev       "thisguyev"       "thisguyev"      
## though          "though"          "though"         
## thread          "thread"          "thread"         
## three           "three"           "three"          
## ticklishbigfoot "ticklishbigfoot" "ticklishbigfoot"
## tie             "tie"             "tied"           
## tigren          "tigren"          "tigren"         
## time            "time"            "time"           
## timothymoriarti "timothymoriarti" ""               
## timoyfrancisco  "timoyfrancisco"  "timoyfrancisco" 
## timsondrup      "timsondrup"      "timsondrup"     
## tingyoma        "tingyoma"        "tingyoma"       
## tip             "tip"             "tips"           
## titl            "titl"            "titled"         
## tjkohl          "tjkohl"          "tjkohl"         
## tlimark         "tlimark"         "tlimark"        
## today           "today"           "today"          
## togeth          "togeth"          "together"       
## toggl           "toggl"           "toggle"         
## tolusaba        "tolusaba"        "tolusaba"       
## tomorrow        "tomorrow"        "tomorrow"       
## tomswfc         "tomswfc"         "tomswfc"        
## tone            "tone"            "tones"          
## took            "took"            "took"           
## top             "top"             "top"            
## topic           "topic"           "topic"          
## touch           "touch"           "touch"          
## toward          "toward"          "towards"        
## travtatman      "travtatman"      "travtatman"     
## treypapii       "treypapii"       "treypapii"      
## tri             "tri"             "tried"          
## tro             "tro"             "tro"            
## tropicanax      "tropicanax"      "tropicanax"     
## troubl          "troubl"          "troubl"         
## troubleshoot    "troubleshoot"    "troubleshoot"   
## tsinkit         "tsinkit"         "tsinkit"        
## tstrood         "tstrood"         "tstroods"       
## tsv             "tsv"             "tsv"            
## tulesh          "tulesh"          "tuleshed"       
## turn            "turn"            "turn"           
## twitter         "twitter"         "twitter"        
## twofactor       "twofactor"       "twofactor"      
## txbi            "txbi"            "txbi"           
## txvrg           "txvrg"           "txvrg"          
## tyedashawn      "tyedashawn"      "tyedashawn"     
## type            "type"            "type"           
## ucncallmepenni  "ucncallmepenni"  ""               
## ulovemar        "ulovemar"        "ulovemarli"     
## umtaldenano     "umtaldenano"     "umtaldenano"    
## unabl           "unabl"           "unable"         
## underoath       "underoath"       "underoath"      
## understand      "understand"      "understand"     
## understood      "understood"      "understood"     
## undfan          "undfan"          "undfan"         
## unenrol         "unenrol"         "unenroll"       
## unexpect        "unexpect"        "unexpected"     
## uninstal        "uninstal"        "uninstall"      
## univerz         "univerz"         "univerz"        
## unknowtoyou     "unknowtoyou"     "unknowtoyou"    
## unl             "unl"             "unl"            
## unrespons       "unrespons"       "unresponsive"   
## unusu           "unusu"           "unusual"        
## unwant          "unwant"          "unwanted"       
## upd             "upd"             "upd"            
## updat           "updat"           "update"         
## upgrad          "upgrad"          "upgrade"        
## uptod           "uptod"           "uptodate"       
## usb             "usb"             "usb"            
## usbaldo         "usbaldo"         "usbaldos"       
## use             "use"             "use"            
## usi             "usi"             "usi"            
## usual           "usual"           "usually"        
## util            "util"            "utilizing"      
## vaibhavsinha    "vaibhavsinha"    "vaibhavsinha"   
## valu            "valu"            "valuable"       
## valuabl         "valuabl"         "valuable"       
## vari            "vari"            "varies"         
## vendochevett    "vendochevett"    "vendochevette"  
## ver             "ver"             "verbatimblkbr"  
## verbatimblkbr   "verbatimblkbr"   "verbatimblkbr"  
## verif           "verif"           "verification"   
## verifi          "verifi"          "verification"   
## version         "version"         "version"        
## via             "via"             "via"            
## video           "video"           "video"          
## view            "view"            "view"           
## viksta          "viksta"          "viksta"         
## visibl          "visibl"          "visible"        
## visit           "visit"           "visit"          
## vitoadam        "vitoadam"        "vitoadams"      
## voic            "voic"            "voice"          
## volum           "volum"           "volume"         
## vpn             "vpn"             "vpn"            
## vragasdynamit   "vragasdynamit"   "vragasdynamite" 
## wacevedo        "wacevedo"        "wacevedo"       
## wait            "wait"            "wait"           
## wake            "wake"            "wake"           
## walk            "walk"            "walk"           
## wallet          "wallet"          "wallet"         
## wannabelikmik   "wannabelikmik"   "wannabelikmike" 
## want            "want"            "want"           
## warmth          "warmth"          "warmth"         
## watch           "watch"           "watch"          
## watcho          "watcho"          "watchos"        
## way             "way"             "way"            
## wcatplay        "wcatplay"        "wcatplayer"     
## webboy          "webboy"          "webboy"         
## websit          "websit"          "website"        
## wed             "wed"             "wed"            
## week            "week"            "week"           
## wel             "wel"             "wel"            
## welcom          "welcom"          "welcome"        
## well            "well"            "well"           
## went            "went"            "went"           
## weve            "weve"            "weve"           
## wha             "wha"             "wha"            
## whale           "whale"           "whales"         
## what            "what"            "whats"          
## whatsoev        "whatsoev"        "whatsoever"     
## whenev          "whenev"          "whenever"       
## whether         "whether"         "whether"        
## widget          "widget"          "widget"         
## wifi            "wifi"            "wifi"           
## wil             "wil"             "wil"            
## will            "will"            "will"           
## willhub         "willhub"         "willhuber"      
## window          "window"          "windows"        
## wit             "wit"             "wit"            
## within          "within"          "within"         
## without         "without"         "without"        
## wittygoon       "wittygoon"       "wittygooner"    
## wonder          "wonder"          "wonderful"      
## wont            "wont"            "wont"           
## work            "work"            "work"           
## workout         "workout"         "workout"        
## wotto           "wotto"           "wotto"          
## wouldnt         "wouldnt"         "wouldnt"        
## wwejardin       "wwejardin"       "wwejardine"     
## xavierjetskiii  "xavierjetskiii"  "xavierjetskiii" 
## xbittabx        "xbittabx"        "xbittabx"       
## xdx             "xdx"             "xdx"            
## xkinghouston    "xkinghouston"    "xkinghouston"   
## xomadamexo      "xomadamexo"      "xomadamexo"     
## xquisitelov     "xquisitelov"     "xquisitelove"   
## xraylexx        "xraylexx"        "xraylexx"       
## xsarai          "xsarai"          "xsarai"         
## xxdale          "xxdale"          "xxdale"         
## xxlaineybugukxx "xxlaineybugukxx" "xxlaineybugukxx"
## yaboideweyi     "yaboideweyi"     ""               
## yasasanuradha   "yasasanuradha"   "yasasanuradha"  
## yet             "yet"             "yet"            
## youd            "youd"            "youd"           
## youll           "youll"           "youll"          
## your            "your"            "youre"          
## yourlilasian    "yourlilasian"    "yourlilasian"   
## youv            "youv"            "youve"          
## zamsampul       "zamsampul"       "zamsampule"     
## zarak           "zarak"           "zaraks"         
## zendaiyaz       "zendaiyaz"       "zendaiyaz"      
## zettadub        "zettadub"        "zettadubs"      
## zialfarizi      "zialfarizi"      "zialfarizi"     
## zone            "zone"            "zone"           
## zowema          "zowema"          "zowema"
inspect(twittercorpus[5:8])
## <<SimpleCorpus>>
## Metadata:  corpus specific: 1, document level (indexed): 0
## Content:  documents: 4
## 
## [1] ronnisk wed like  hear    wifi issues youre speaking  please dm us well get started          
## [2] childishamari wed like  help   know  little   device   using   version  software    installed
## [3] miserymag  know  important   access   apple music    help check   link                       
## [4] revolutional thanks  reaching     help dm us   can look
findFreqTerms(tdm, lowfreq = 3)
##   [1] "abelatwood"      "abl"             "access"         
##   [4] "accommod"        "account"         "activ"          
##   [7] "add"             "addit"           "adjust"         
##  [10] "ahead"           "alert"           "alreadi"        
##  [13] "alright"         "also"            "alway"          
##  [16] "amp"             "amurray"         "anoth"          
##  [19] "answer"          "anyth"           "app"            
##  [22] "appear"          "appl"            "applic"         
##  [25] "appreci"         "aqualitymess"    "articl"         
##  [28] "assist"          "attempt"         "autobright"     
##  [31] "automat"         "avail"           "awkjul"         
##  [34] "back"            "backup"          "batteri"        
##  [37] "bearoffici"      "beckmila"        "begin"          
##  [40] "behavior"        "besosbellasxo"   "best"           
##  [43] "beta"            "better"          "bit"            
##  [46] "bluetooth"       "bottom"          "bring"          
##  [49] "button"          "cabl"            "calcul"         
##  [52] "can"             "cant"            "care"           
##  [55] "caus"            "cellular"        "center"         
##  [58] "certain"         "chanc"           "chang"          
##  [61] "charg"           "charger"         "chat"           
##  [64] "check"           "chelsboy"        "chicozeno"      
##  [67] "clarifi"         "click"           "close"          
##  [70] "closer"          "come"            "complet"        
##  [73] "complic"         "comput"          "confirm"        
##  [76] "connect"         "contact"         "continu"        
##  [79] "control"         "correct"         "countri"        
##  [82] "current"         "custom"          "data"           
##  [85] "date"            "day"             "dcaliboy"       
##  [88] "deeper"          "definit"         "detail"         
##  [91] "devic"           "differ"          "dig"            
##  [94] "direct"          "disabl"          "discuss"        
##  [97] "display"         "done"            "dont"           
## [100] "download"        "drain"           "eeshanjgd"      
## [103] "efsb"            "ehe"             "els"            
## [106] "email"           "enabl"           "encourag"       
## [109] "english"         "enjoy"           "error"          
## [112] "everyth"         "exact"           "excel"          
## [115] "exclusivelyrand" "expect"          "experi"         
## [118] "experienc"       "expert"          "explain"        
## [121] "explor"          "fabienbak"       "face"           
## [124] "facetim"         "famili"          "far"            
## [127] "featur"          "feedback"        "feel"           
## [130] "figur"           "file"            "find"           
## [133] "first"           "fix"             "follow"         
## [136] "forc"            "forward"         "free"           
## [139] "friend"          "full"            "function"       
## [142] "futur"           "gamingtundra"    "gather"         
## [145] "general"         "get"             "give"           
## [148] "glad"            "goe"             "good"           
## [151] "got"             "great"           "guid"           
## [154] "happen"          "happi"           "hear"           
## [157] "heard"           "hello"           "help"           
## [160] "here"            "hey"             "icloud"         
## [163] "icon"            "imessag"         "import"         
## [166] "improv"          "info"            "inform"         
## [169] "instal"          "investig"        "ipad"           
## [172] "iphon"           "ipod"            "isnt"           
## [175] "issu"            "itun"            "jaimehawk"      
## [178] "jillianleewhxt"  "join"            "just"           
## [181] "katniicol"       "keep"            "kickhead"       
## [184] "kikssammi"       "kind"            "know"           
## [187] "languag"         "last"            "laurennedwardss"
## [190] "leav"            "left"            "leozeragot"     
## [193] "let"             "liampvinc"       "librari"        
## [196] "life"            "lightn"          "like"           
## [199] "link"            "listen"          "littl"          
## [202] "live"            "load"            "locat"          
## [205] "lock"            "loganrufus"      "long"           
## [208] "look"            "lostntwood"      "love"           
## [211] "mac"             "maco"            "made"           
## [214] "mail"            "make"            "manag"          
## [217] "mani"            "mariojr"         "maxim"          
## [220] "may"             "mean"            "meet"           
## [223] "messag"          "method"          "might"          
## [226] "miguel"          "miss"            "mistaduv"       
## [229] "mode"            "model"           "move"           
## [232] "multitask"       "music"           "mynameiswhat"   
## [235] "need"            "network"         "new"            
## [238] "news"            "next"            "night"          
## [241] "normal"          "notic"           "notif"          
## [244] "now"             "nratr"           "occur"          
## [247] "offer"           "officialehallz"  "okay"           
## [250] "one"             "onlin"           "open"           
## [253] "option"          "order"           "page"           
## [256] "particular"      "partner"         "pass"           
## [259] "patduuuuuuuugan" "patienc"         "pay"            
## [262] "perform"         "persist"         "phone"          
## [265] "photo"           "place"           "play"           
## [268] "playlist"        "pleas"           "pleasur"        
## [271] "podcast"         "point"           "possibl"        
## [274] "power"           "prankingwif"     "prefer"         
## [277] "previous"        "prizzillux"      "projectpupil"   
## [280] "proper"          "provid"          "purchas"        
## [283] "question"        "quick"           "reach"          
## [286] "reason"          "receiv"          "recent"         
## [289] "recommend"       "record"          "refer"          
## [292] "regard"          "region"          "releas"         
## [295] "remov"           "repli"           "reset"          
## [298] "resolv"          "resourc"         "respond"        
## [301] "restart"         "result"          "review"         
## [304] "revolut"         "right"           "romanlinley"    
## [307] "run"             "sale"            "say"            
## [310] "screen"          "screenshot"      "scroll"         
## [313] "search"          "section"         "secur"          
## [316] "see"             "select"          "send"           
## [319] "servic"          "set"             "shamanmarket"   
## [322] "share"           "short"           "show"           
## [325] "sign"            "signal"          "sinc"           
## [328] "site"            "situat"          "slow"           
## [331] "softwar"         "song"            "sort"           
## [334] "sound"           "spanish"         "specif"         
## [337] "speed"           "start"           "step"           
## [340] "still"           "store"           "stream"         
## [343] "submit"          "subscrib"        "suggest"        
## [346] "support"         "sure"            "swipe"          
## [349] "sync"            "take"            "team"           
## [352] "tell"            "test"            "thank"          
## [355] "that"            "theaustin"       "thejdtruth"     
## [358] "ther"            "thewilsyboy"     "theyr"          
## [361] "thing"           "time"            "tip"            
## [364] "today"           "togeth"          "top"            
## [367] "touch"           "tri"             "troubl"         
## [370] "troubleshoot"    "turn"            "twitter"        
## [373] "type"            "understand"      "undfan"         
## [376] "updat"           "usb"             "use"            
## [379] "valu"            "version"         "via"            
## [382] "video"           "view"            "visit"          
## [385] "voic"            "volum"           "want"           
## [388] "watch"           "watcho"          "way"            
## [391] "wcatplay"        "websit"          "wed"            
## [394] "wel"             "welcom"          "well"           
## [397] "weve"            "what"            "wifi"           
## [400] "will"            "within"          "wonder"         
## [403] "work"            "xxdale"          "youd"           
## [406] "youll"           "your"            "youv"
words <- as.matrix(tdm)

# calculate the frequency of words and sort it descendingly by frequency
wordFreq <- sort(rowSums(words), decreasing=TRUE)


# colors for word cloud
pal <- brewer.pal(9, "BuGn")
pal <- pal[-(1:4)]

# word cloud
set.seed(125) 
grayLevels <- gray( (wordFreq+10) / (max(wordFreq)+10) )

wordcloud(words=names(wordFreq), freq=wordFreq, min.freq=3, random.order=F,
          colors=pal)