Trains a RNN to imitate trumps tweets. Based on Trung Trans's excellent tutorial.
In [1]:
import pickle
import numpy as np
import keras
from keras.models import Sequential
from keras import layers
Using TensorFlow backend.
In [2]:
# Hyperparameters
TWEET_LEN = 140
MAX_LEN = 200
HIDDEN_DIM = 1024
DEPTH = 5
FIRST_DROPOUT = 0.3
LATER_DROPOUT = 0.5
BATCH_SIZE = 32
# Other Constants
DATASET_FILE = "trump_tweets.pickle"
MODEL_FILE = "Models/TrumpTweetRegularized({}-{}-{}-{}).h5"
# Construct dictionaries to convert from tokens to strings and back
np.random.seed = 42
char_list = list("abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789 ()#@,.:-$?!/'\"\n")
num2char = dict(enumerate(char_list, 1))
num2char[0] = "<PAD>"
char2num = dict(zip(num2char.values(), num2char.keys()))
VOCAB_SIZE = len(char_list) + 1
ONEHOT_ARRAY = np.eye(VOCAB_SIZE)
n_epoch = 0
In [3]:
# Load dataset
tweets = pickle.load(open(DATASET_FILE, "rb"))
print("Pickle loaded:", len(tweets), "Tweets")
Pickle loaded: 31227 Tweets
In [4]:
# Reshape Dataset
# Convers string array to char/token arrays
X = list(list(char2num[c] for c in t if c in char2num) for t in tweets)
# Pad tweets to 140 chars
X = np.array(list(tweet + (TWEET_LEN - len(tweet))*[0] for tweet in X if len(tweet) < TWEET_LEN))
# Get onehot-encodings
X = ONEHOT_ARRAY[X]
# Create X -> y pairs to train the network on
y = X[:, 1:, :]
X = X[:, :-1, :]
In [61]:
def generate_tweets(num_tweets):
# Construct one-hot character array and set initial characters
ix = np.zeros((num_tweets, 1, VOCAB_SIZE))
for a in ix:
a[0, np.random.randint(VOCAB_SIZE)] = 1
while True:
# Get the character-probabilities from the model
iy = model.predict(ix)[:, ix.shape[1]-1, :]
# Select the next characters based on the output of the model
c = np.array([np.random.choice(np.arange(VOCAB_SIZE), p=ps) for ps in iy])
#c = np.array([c = np.argmax(ps)) for ps in iy])
# Break if all tweets are over (if we encounter the <PAD>-character) or have reached MAX_LEN
if np.all(c==0) or ix.shape[1] >= MAX_LEN:
break
# Add new characters to the character array
nx = ONEHOT_ARRAY[c].reshape(num_tweets, 1, VOCAB_SIZE)
ix = np.concatenate((ix, nx), axis=1)
# Convert the one-hot character array to a list of strings
tweets = ["".join(num2char[n] for n in np.argmax(tweet, axis=1) if n != 0) for tweet in ix]
return tweets
def beam_search_tweet(b=10, softmax_select=True, pad_factor=None, init_sequence=None, output_all=False):
qualities = np.ones(b)
# Random initial value for hypotheses
if init_sequence is None:
hypotheses = np.zeros((b, 1, VOCAB_SIZE))
hypotheses[:, 0, np.random.randint(VOCAB_SIZE)] = 1
else:
hypotheses = np.zeros((b, len(init_sequence), VOCAB_SIZE))
seq = np.array(list(ONEHOT_ARRAY[char2num[c]] for c in init_sequence))
for i in range(len(hypotheses)):
hypotheses[i] = seq
for idx in range(hypotheses.shape[1], TWEET_LEN):
hy = model.predict(hypotheses)[:, idx-1, :]
possibilities = []
# Generate value (quality*possibility) with new hypotheses for every new possibility - hypothese combination combination
for q, quality in enumerate(qualities):
for p, possibility in enumerate(hy[q]):
# Account for padding
if p == 0 and pad_factor is not None:
possibility = pad_factor
possibilities.append([q, p, quality*possibility])
if softmax_select:
q = np.array(possibilities)[:, 2]
probs = q / np.sum(q)
#print(possibilities[0][2])
indicies = np.random.choice(probs.shape[0], replace=False, size=(b), p=probs).astype(int)
chosen = [possibilities[i] for i in indicies]
else:
# Sort by quality
possibilities.sort(key=lambda p: p[2], reverse=True)
# Select b best new hypotheses
chosen = possibilities[:b]
# Set new qualities
qualities = np.array(chosen)[:, 2]
# Construct new hypotheses array
hypotheses = np.array(list(
np.concatenate((
hypotheses[choice[0]],
ONEHOT_ARRAY[choice[1]].reshape(1, -1)))
for choice in chosen))
if output_all:
tweets = list(["".join(num2char[n] for n in np.argmax(h, axis=1) if n != 0) for h in hypotheses])
return tweets
else:
best_hypothese = hypotheses[np.argmax(qualities)]
tweet = "".join(num2char[n] for n in np.argmax(best_hypothese, axis=1) if n != 0)
return tweet
In [6]:
# Model
model = Sequential()
model.add(layers.LSTM(HIDDEN_DIM, input_shape=(None, VOCAB_SIZE), return_sequences=True, dropout=FIRST_DROPOUT))
for i in range(DEPTH - 1):
model.add(layers.LSTM(HIDDEN_DIM, return_sequences=True, dropout=LATER_DROPOUT))
model.add(layers.TimeDistributed(layers.Dense(VOCAB_SIZE)))
model.add(layers.Activation('softmax'))
model.compile(loss="categorical_crossentropy", optimizer="adam", metrics=['acc'])
model.summary()
_________________________________________________________________
Layer (type) Output Shape Param #
=================================================================
lstm_1 (LSTM) (None, None, 1024) 4517888
_________________________________________________________________
lstm_2 (LSTM) (None, None, 1024) 8392704
_________________________________________________________________
lstm_3 (LSTM) (None, None, 1024) 8392704
_________________________________________________________________
lstm_4 (LSTM) (None, None, 1024) 8392704
_________________________________________________________________
lstm_5 (LSTM) (None, None, 1024) 8392704
_________________________________________________________________
time_distributed_1 (TimeDist (None, None, 78) 79950
_________________________________________________________________
activation_1 (Activation) (None, None, 78) 0
=================================================================
Total params: 38,168,654
Trainable params: 38,168,654
Non-trainable params: 0
_________________________________________________________________
In [6]:
# Optional: Restore model from checkpoint
model = keras.models.load_model("Models/TrumpTweetRegularized(4-1024-198-[0.9015714815410788]).h5")
print("Restored model")
Restored model
In [7]:
# Best VAL_ACC: 0.7506, VAL_LOSS: 0.8928
print("Commencing training")
while True:
hist = model.fit(X, y, validation_split=0.05, batch_size=BATCH_SIZE, epochs=1)
n_epoch += 1
model.save(MODEL_FILE.format(DEPTH, HIDDEN_DIM, n_epoch, hist.history["val_loss"]), overwrite=True)
print(generate_tweets(2))
print("Completed {}. epoch".format(n_epoch))
print("_"*120)
Commencing training
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1162s - loss: 2.1720 - acc: 0.4354 - val_loss: 1.8090 - val_acc: 0.4943
['Uos Wol omfges crasging, Feat want Lhacanrs. rel2', '?zz to mivl theyer 6Bett! Ameeturm chelungss ir osvorg of gabors.']
Completed 1. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1160s - loss: 1.5034 - acc: 0.5830 - val_loss: 1.2686 - val_acc: 0.6438
['/yhe canf deal we can open a meat even country. Sant of years on outraniig that hellowe thky are your fice!', '$Y santris 111 is "']
Completed 2. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1150s - loss: 1.1812 - acc: 0.6692 - val_loss: 1.0915 - val_acc: 0.6910
['You make my vorfetitorily @Lacys and healthcare. True,', 'Xast stop an amazing, Nouglas Coold Aashington as the Leagership @TrumpDatingTwill Vartellaur: Enjoy!']
Completed 3. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1134s - loss: 1.0666 - acc: 0.6987 - val_loss: 1.0315 - val_acc: 0.7072
['Kin is really traved really back to ront those three jobsem!', 'qeompe AlizisK @goxandfriends at 7:00 A.M. ']
Completed 4. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1136s - loss: 1.0021 - acc: 0.7157 - val_loss: 0.9807 - val_acc: 0.7223
['Food last exect Id weakness for the Water. - New York California-wIo\na thhir Scotland! #MakeAmericaGreatAgain ', 'President Obama strong lawsuits in Mantin Revurtable pictsry by the problem.']
Completed 5. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1131s - loss: 0.9579 - acc: 0.7271 - val_loss: 0.9510 - val_acc: 0.7310
['bia @woffingtonpost: Donald Trumps Negotiation: Trump: I have a great key during Wimmings. Depsme absolutely great again ', 'eive 78,900 course on money tripp on a very exciting abundow...']
Completed 6. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1144s - loss: 0.9247 - acc: 0.7358 - val_loss: 0.9352 - val_acc: 0.7354
['Chinas meeting with 20B at Rash Rune, we should have been waiting for the star massive stories - fingle racless and never gives a property in day.', 'zhen you have gone to get to know! That would try is to take plaint is a mlease success. Get nice on Lonald Reagan.']
Completed 7. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1150s - loss: 0.8968 - acc: 0.7430 - val_loss: 0.9237 - val_acc: 0.7385
['i@CturfTin: @realDonaldTrump you want crush and then you want to keep you. We need a run.IG pOTE: We needed u hands to positive."', 'looking forward to keep it 20 days today. Alock Trump World Andrew Jeff today. If we will never learn from our original deal for the cupmerb (doesnt be blocked the world. She is also disagter.']
Completed 8. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1149s - loss: 0.8742 - acc: 0.7488 - val_loss: 0.9128 - val_acc: 0.7430
['$6 news accounts of NYC campaign Historic--- what a weak - a lever on military winning the U.S.S.S. assimidation!', 'Xntrepreneurs: Arsenio was great opinion to makicy--a bloed work. A cay time!']
Completed 9. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1140s - loss: 0.8515 - acc: 0.7548 - val_loss: 0.9106 - val_acc: 0.7436
['We build a man (criticizing tonights level and his cheminal campaign HQ this Pounty course--but there is building in Boscus !', '1.. via @NBCNews by Republicans Jerek. The @MartinMoline @ACE Poll ']
Completed 10. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1146s - loss: 0.8418 - acc: 0.7575 - val_loss: 0.9055 - val_acc: 0.7448
['Al New York I am #1 in New York Steel. We will make better becoming vers have been saying that that will never send them.', 'Meautiful Wednesday, Mona even Monday at 7:30pm, as just passed.\n Thats what good fools. They let me!']
Completed 11. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1137s - loss: 0.8167 - acc: 0.7640 - val_loss: 0.9034 - val_acc: 0.7470
['\nou ever be nothing Democrats focus! The comptnture the great attitude is one majority for Ubola.', ')0,000 years and hlooled, is now lever over more then work on the E.S. We need to discussed the blightweether press????:']
Completed 12. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1145s - loss: 0.8010 - acc: 0.7679 - val_loss: 0.9023 - val_acc: 0.7469
['One of my beautiful New York hits Hispanic Lincoln. Shows thought that is still doing Champion and Mark Cuban is now "ciril" of us.', '720 of Sandy, while China @NewsmaxMedia will retreal pay-or or not school another radical Islamic on his ass on how called @Macys Herald Republican?']
Completed 13. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1140s - loss: 0.7895 - acc: 0.7709 - val_loss: 0.8983 - val_acc: 0.7478
['looking forward today, great many friendly available! ', 'adorgeown support for driving up now. It is seniorating at next weeks he did as President.']
Completed 14. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1136s - loss: 0.7725 - acc: 0.7752 - val_loss: 0.9011 - val_acc: 0.7480
['what happens, defense China took trying taking into Obama!', '\non @MikeAndMike @nypost blew last night and government wonher in cast of rooms ']
Completed 15. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1135s - loss: 0.7612 - acc: 0.7782 - val_loss: 0.9018 - val_acc: 0.7490
['Looking forward to being in New York - that is engaging another veteran broke and endorsing.', 'Send with CRON ENDORICAL ISISE and mast us do not another stapper and now!']
Completed 16. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1134s - loss: 0.7497 - acc: 0.7812 - val_loss: 0.9061 - val_acc: 0.7479
['83K to Australia. ', 'republicans and the people of Texas tomorrow night at Trump National Golf Club is a fantastic job!']
Completed 17. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1141s - loss: 0.7392 - acc: 0.7840 - val_loss: 0.9106 - val_acc: 0.7472
['(for the nice words...rather than sever to China, PLIMATE CRAZTL, often, Cabily/Liber, Merry at Trump Tower, while Americas hits great reckaul ', 'Fathing on Twitter is now at Air Forces and lying about what they say his bigger seniors have skipped out. They necessarily cancel!']
Completed 18. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1143s - loss: 0.7291 - acc: 0.7865 - val_loss: 0.9132 - val_acc: 0.7477
['of you win it rather than judge for good more yourself, and then will continue to do is the exporter for safrifices.', 'Looking forward to beating the @RNC convention for the White House develop international the Trump Invitational in Ghoenix and exclusively really big ']
Completed 19. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1152s - loss: 0.7436 - acc: 0.7827 - val_loss: 0.9111 - val_acc: 0.7482
['jOWNEALSD ISU TOMINATION INVEATION EXICNO', 'For almost every polls, I never (cont) ']
Completed 20. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1141s - loss: 0.7112 - acc: 0.7912 - val_loss: 0.9156 - val_acc: 0.7486
['- so good they were Barack Obama. He could easily want it back to tremendous suffering us.', '51 stories above @ArthonyWiit. He will be spanged at the RNC hour on the setting. No way to go home.']
Completed 21. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1140s - loss: 0.7016 - acc: 0.7936 - val_loss: 0.9216 - val_acc: 0.7485
['Kocahontas is ashamed-both looking bigger under candidates in Sydam. March 3rd on a PA of our country, according to them!', 'ZAKE AMERICA GREAT AGAIN!']
Completed 22. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1133s - loss: 0.6934 - acc: 0.7960 - val_loss: 0.9245 - val_acc: 0.7474
['Read @nyjmoselin. Will be a 9 real estate news poll of my many thcought before Hillary r.P. Many at any longer.', '@slighttp: Great job on Osmars. Any conservative leader, keep making a mistake but really good word and wanted!']
Completed 23. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1133s - loss: 0.6875 - acc: 0.7972 - val_loss: 0.9251 - val_acc: 0.7483
['zatched Rolling Stoneward destroying a success after me. Join us! See you there! Many of the shows strong. #CelebApprentice', 'i@iamnepooker: Good most evoke Trump Tower Announces Thats the biggest #Paura! #makeamericagreatagain ']
Completed 24. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
28330/28330 [==============================] - 1134s - loss: 0.6848 - acc: 0.7979 - val_loss: 0.9306 - val_acc: 0.7473
['lepeal before you dont, no one else will not go back where you can... @SenTedCruz ', ' will be back soon. ']
Completed 25. epoch
________________________________________________________________________________________________________________________
Train on 28330 samples, validate on 1492 samples
Epoch 1/1
1312/28330 [>.............................] - ETA: 1064s - loss: 0.6510 - acc: 0.8061
ERROR:root:Internal Python error in the inspect module.
Below is the traceback from this internal error.
Traceback (most recent call last):
File "F:\Programme\Anaconda\lib\site-packages\IPython\core\interactiveshell.py", line 2881, in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
File "<ipython-input-7-e2de0602ecd1>", line 4, in <module>
hist = model.fit(X, y, validation_split=0.05, batch_size=BATCH_SIZE, epochs=1)
File "F:\Programme\Anaconda\lib\site-packages\keras\models.py", line 863, in fit
initial_epoch=initial_epoch)
File "F:\Programme\Anaconda\lib\site-packages\keras\engine\training.py", line 1430, in fit
initial_epoch=initial_epoch)
File "F:\Programme\Anaconda\lib\site-packages\keras\engine\training.py", line 1079, in _fit_loop
outs = f(ins_batch)
File "F:\Programme\Anaconda\lib\site-packages\keras\backend\tensorflow_backend.py", line 2268, in __call__
**self.session_kwargs)
File "F:\Programme\Anaconda\lib\site-packages\tensorflow\python\client\session.py", line 767, in run
run_metadata_ptr)
File "F:\Programme\Anaconda\lib\site-packages\tensorflow\python\client\session.py", line 965, in _run
feed_dict_string, options, run_metadata)
File "F:\Programme\Anaconda\lib\site-packages\tensorflow\python\client\session.py", line 1015, in _do_run
target_list, options, run_metadata)
File "F:\Programme\Anaconda\lib\site-packages\tensorflow\python\client\session.py", line 1022, in _do_call
return fn(*args)
File "F:\Programme\Anaconda\lib\site-packages\tensorflow\python\client\session.py", line 1004, in _run_fn
status, run_metadata)
KeyboardInterrupt
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "F:\Programme\Anaconda\lib\site-packages\IPython\core\interactiveshell.py", line 1821, in showtraceback
stb = value._render_traceback_()
AttributeError: 'KeyboardInterrupt' object has no attribute '_render_traceback_'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "F:\Programme\Anaconda\lib\site-packages\IPython\core\ultratb.py", line 1132, in get_records
return _fixed_getinnerframes(etb, number_of_lines_of_context, tb_offset)
File "F:\Programme\Anaconda\lib\site-packages\IPython\core\ultratb.py", line 313, in wrapped
return f(*args, **kwargs)
File "F:\Programme\Anaconda\lib\site-packages\IPython\core\ultratb.py", line 358, in _fixed_getinnerframes
records = fix_frame_records_filenames(inspect.getinnerframes(etb, context))
File "F:\Programme\Anaconda\lib\inspect.py", line 1453, in getinnerframes
frameinfo = (tb.tb_frame,) + getframeinfo(tb, context)
File "F:\Programme\Anaconda\lib\inspect.py", line 1410, in getframeinfo
filename = getsourcefile(frame) or getfile(frame)
File "F:\Programme\Anaconda\lib\inspect.py", line 672, in getsourcefile
if getattr(getmodule(object, filename), '__loader__', None) is not None:
File "F:\Programme\Anaconda\lib\inspect.py", line 715, in getmodule
f = getabsfile(module)
File "F:\Programme\Anaconda\lib\inspect.py", line 684, in getabsfile
_filename = getsourcefile(object) or getfile(object)
File "F:\Programme\Anaconda\lib\inspect.py", line 669, in getsourcefile
if os.path.exists(filename):
File "F:\Programme\Anaconda\lib\genericpath.py", line 19, in exists
os.stat(path)
KeyboardInterrupt
---------------------------------------------------------------------------
In [75]:
# generated_tweets = []
while True:
new_tweet = beam_search_tweet(b=5)
if new_tweet not in generated_tweets:
generated_tweets.append(new_tweet)
print(generated_tweets[-1])
print("="*120)
if len(generated_tweets) % 10 == 0:
print(len(generated_tweets), "Tweets generated")
print("_"*120)
pickle.dump(generated_tweets, open("BeamsearchedTweets.pickle", "wb"))
50 days until I have always been interested in their foreign policy in the debate. We are working out to serve the world, but it is not in t
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via @BreitbartNews by @melaniebatley: Donald Trump to speak at the White House today
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810 Tweets generated
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90 stories above the world Trade Center in Washington, D.C. is the best viewers of the ObamaCare website
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zise words from @TrumpTowerNY in New York City, @TrumpTowerNY is one of the greatest opportunities
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You have to learn the presidential election that Bernie Sanders has been a foreign policy in the world. They would have been doing in the wo
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80 days until after the element of people in the United States, used to be president, we will MAKE AMERICA GREAT AGAIN!
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elections are being recognized and foreign policy is going to be stronger than ever before.
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Entrepreneurs: Success is not fatal: it is the best thing you can about what youre doing.
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FLASHBACK: Donald Trump to speak at the White House today!
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"@TheRealZach49: @realDonaldTrump you are the only president of the United States of America! Thank you!"
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70 stories above President Obama, do you think that he has ever seen before the media put out against their election?
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Xresident Obama has no longer walked out of the White House and he doesnt have a candidate who wants to run against them?
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820 Tweets generated
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Thank you Michigan! #Trump2016
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new polls have been waiting for the field, @TrumpScotland will be the fireworks of the White House
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President Obama wants to lose their families of the U.S. and with the U.S. while at least they are not going to do. They didnt know what he
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?@TrumpChicagos is great tonight at 8 PM EST on NBC.
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kin your competitors to be the first time in the world. Thank you! #Trump2016
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Just arrived in Washington, D.C. tomorrow morning at 7:00 P.M. Enjoy!
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/Trump2016
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Questions with all of those who have been asking about the United States of American workers. Why did he get it?
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Do you think that President Obama wants to run for President Obama if they would have done nothing less.
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64 stories above the United States for the debate on Sunday morning. Thank you!
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830 Tweets generated
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- beautiful time when it came to my daughter, I will be going to have a great time!
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Do you think of the dishonest media is really beginning to compete in the White House. Think Like a Billionaire
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Zightweight @AGSchneiderman is putting out after the economy and the worst reporters. Thats what I do!
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Via @NewsmaxMedia by @melaniebatley: "Donald Trump says I am right about Trump Intl Washington DC
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with all of those who have been going to make any entrepreneur in the world. The media can straighten our country in the White House!
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My @SquawkCNBC interview discussing the Presidential candidate Donald Trump has been proven to be presidential
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for all of those who want to see that Crooked Hillary Clinton has done nothing less than 100 of his financial success.
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30 stories over the United States in Afghanistan, Ohio, will be a great time in Trump National Doral in Miami and the Apprentice. MAKE AMERI
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beautiful friends tomorrow morning. Enjoy!
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getting ready to leave for all of the new season of All Star @CelebApprentice. We will MAKE AMERICA GREAT AGAIN!
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840 Tweets generated
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Now that the Republicans must stop the death penalty for the United States of American people. We are working hard!
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14 stories about the great reviews of Trump National Doral in Miami and the world would not have done it again!
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"@CharlesMarkett: @realDonaldTrump @ApprenticeNBC I think you would be a great season of #CelebrityApprentice"
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zill be interviewed on @oreillyfactor tonight at 8:00 P.M. Enjoy!
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hillary Clinton is not only a good person of the United States of American heroes.
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qualifying to Bernie Sanders, a winner of the world. It will be amazing!
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Questions are working out that Obama is not working. We need to stop the world to see him and have no chance!
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Great new poll- thank you @TrumpTowerNY for your nice comments over the construction of #CelebApprentice
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kin my friend @HuffingtonPost is a failing National Achievers Congress in New Hampshire tomorrow night!
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congratulations to @TrumpScotland officially really beautiful show!
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850 Tweets generated
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my @foxandfriends interview discussing the debate tonight at 9:00 P.M. Enjoy!
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(Congratulations to @IvankaTrump!
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great night in New Hampshire!
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) @MittRomney has been disappointeded.
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#MakeAmericaGreatAgain
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2016 is at a 13 year high in the U.S., but I have nothing to have the same people in the debate.
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60 stories over the White House today with record setting trade deficit with the Republican National Committee last night.
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discussing the debate and working on foreign policy is now controlled by the media will take care of our country. They are all proud of you!
========================================================================================================================
Zooking forward to watching the @NewYorkObserver official discussing the White House.
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860 Tweets generated
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realize that Crooked Hillary Clinton is doing a fortune on ObamaCare. He cant get our country to continue to do their business.
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President Obama will not allow this business to the American people in the business tool.
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successful people have been leading by the person who can fix this country because he is being formed to do business. There are always oppor
========================================================================================================================
Unemployment is going to be presidential. He is a total waste of time and never give up!
========================================================================================================================
xlizaber has been doing a fantastic job on @foxandfriends at 7 A.M. Enjoy!
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praying for your chance and youre the best thing to do what you want to be successful. Think Like a Billionaire
========================================================================================================================
60 stories above @MittRomneys private security and the ratings are no longer silent. They should have been done nothing!
========================================================================================================================
@RealSonnyNewman Thanks.
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$6 Million from the decision of All Star Celebrity @ApprenticeNBC at 9/8c on @NBC.
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80 stories about the Republicans will take care of the American people. Thank you for your support!
========================================================================================================================
870 Tweets generated
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Quess what the hell is the only one who wants to run our country together.
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reality is in the world to see that the Republican Party can now imagine if they dont have no chance to start reality. Lets Make America Gre
========================================================================================================================
"@KingSterninger: @realDonaldTrump I love your interviews with Trump International Golf Links today ????"
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study is self-funding my statement on the debate with the presidential debate.
========================================================================================================================
Just announced that Obama has been saying for the American people and all of the military, we have no doubt that they will not be disappoint
========================================================================================================================
Be tough, be smart, be personable, but dont want to look at this mess!
========================================================================================================================
until the truth is confidentially under budget deficits and the people of Scotland does not want to look out of the world.
========================================================================================================================
leadership is not a wonderful person who is not fatal: it is not a plateau, it will be really beginning!
========================================================================================================================
officially confidentially out of those who killed Keystone XL pipeline. He has been drinking our stupidity of our President.
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, this election will continue to represent the United States of Americans that have confidence that he has the money for me.
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880 Tweets generated
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y@MissUniverseHorg: @realDonaldTrump Cant wait for the new season of #CelebrityApprentice. Thank you!"
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dopey Super Palm Beach, Florida. Thank you for your support! #Trump2016
========================================================================================================================
thank you for your support! #Trump2016
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so badly, the dishonest media is a winner. Obama is going to be stronger to the White House!
========================================================================================================================
Do you believe that Crooked Hillary Clinton wants to save our country because he doesnt have a clue.
========================================================================================================================
/Trump2016 #AmericaFirst
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Happy Birthday to the debate last night. Will be great!
========================================================================================================================
20 days until after healthcare planning and personal information. They can have a lot of people that should have accepted.
========================================================================================================================
:@DeannaSpillyard: @realDonaldTrump I love you Mr. Trump!!!"
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thank you for your support! #Trump2016
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890 Tweets generated
________________________________________________________________________________________________________________________
dont forget to work for his border and candidates. When will Obama promise that our economy?
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do you think the 1st time on the dishonest media took over the world. There are always opportunities for the nice words. They are out there
========================================================================================================================
60 stories about the horrible things about the U.S. to the White House and didnt work on his contributions with their first responders.
========================================================================================================================
congratulations to @BarackObama on the stupidity of our troops and stage for the Republican Party.
========================================================================================================================
Do you think the presidential candidates would be ashamed of the people that have been complaining about illegal immigration. #Debate #BigLe
========================================================================================================================
MAKE AMERICA GREAT AGAIN!
========================================================================================================================
Unbelievable ratings with the Republican Party concerning the debate performance this morning. Thank you!
========================================================================================================================
xntrepreneurs: See yourself as victorious.
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questions are all talk and no action. They are all talk and no action. The American people.
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900 Tweets generated
________________________________________________________________________________________________________________________
thank you for your support!
#MakeAmericaGreatAgain
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A great honor to see that @CNN has been doing the debate last night. Thank you for your support! #Trump2016
========================================================================================================================
elections are being record high than the dishonest media not wins. They dont have a clue. Think Like a Billionaire
========================================================================================================================
!@DonaldJTrumpJr and @IvankaTrump and @PerdueSenates @ApprenticeNBC
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Be sure to be successful. Trump National Golf Club, Philadelphia.
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official candidates in the White House that the U.S. is politically correct about ObamaCare. Now they are doing in the USA.
========================================================================================================================
I look forward to a big rally in Virginia tonight at 9 PM ET on NBC.
========================================================================================================================
bernie sanders is not a pleasure. Thats what I do. You will win!
========================================================================================================================
, the real excitement is going to be successful people. This is the best building in the world. Lets Make America Great Again!
========================================================================================================================
use New York City, the media wants to save our country before the U.S. in order to start responsible for the U.S.!
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910 Tweets generated
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Entrepreneurs: Keep your focus and the people are the only one who wants to start your focus and be proud.
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xach Bill Clintons actions are all talk and no action. They are all talk and no action. We will MAKE AMERICA GREAT AGAIN!
========================================================================================================================
10 Million from West Africa, the American people, it will be great again! #Trump2016
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30 stories over the last election in Arizona and other countries are trying to use the president.
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Great new poll numbers! Thank you!
========================================================================================================================
offering the United States must be proud to be president. There are no longer silent. I will continue to run.
========================================================================================================================
- will be interviewed on @foxandfriends this morning. Enjoy!
========================================================================================================================
Xood advice from Trump International Golf Links at Ferry Point:
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/CelebApprentice Winners see prepared for the world. #Trump2016
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never happened to the families of this afternoon in Iowa
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920 Tweets generated
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Unbelievable crowd expected tomorrow night!
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because of the country will be the first time I could have been disappointed. We must put #AmericaFirst.
========================================================================================================================
Do you think the decision makes me looking at the solution, not the present. There are always opportunities and learn.
========================================================================================================================
xntrepreneurs: The media refuses to be the best interest in the debate.
========================================================================================================================
No surprise. What am I pretending not to see that Crooked Hillary Clinton has done great and totally dishonest.
========================================================================================================================
for all of those who wants to run against ISIS that they would have been considered by the media politicians who have no power of this.
========================================================================================================================
40 stories of his book in the disgusting interview with @StephenBaldwin7s pervert Anthony Weiner approval rating. Thank you!
========================================================================================================================
Republicans have all the people that is going to win the debate. Lets Make America Great Again!
========================================================================================================================
many people are the only person on the media. Thats good business and the people who have to be so politically correct!
========================================================================================================================
congratulations to @TrumpScotland officially really nice tonight!
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930 Tweets generated
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Happy Birthday to the #CelebApprentice tonight at 8 PM.
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Unbelievable evening in Palm Beach, Florida!
#MakeAmericaGreatAgain
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Why does @FoxNews for being honored by the Democratic President? Look forward to meeting with this week.
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after your competitors because he is so instincts in the U.S. leadership. They dont have a clue!
========================================================================================================================
Via @NewsmaxMedia by @JeffJlpa1: Donald Trump: Immigration reform is a presidential
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You have to love what you want to be president. There are no longer watching...
========================================================================================================================
just returned from Celebrity Apprentice tonight at 8 PM ET on NBC.
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Via @NewsmaxMedia by @JeffJlpa1: "Donald Trump to Be President"
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personally, there is no one else will take advantage of the truth. They are all talk and no action. We will MAKE AMERICA GREAT AGAIN!
========================================================================================================================
via @BreitbartNews by @mboyle1: "Donald Trump to run for President in 2016"
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940 Tweets generated
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questions are all talk and no action. They dont know what you want to find out there.
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merry Christmas to speak at the @WhiteHouse this morning. Enjoy!
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Obama can get the right direction of the U.S. for a border career politicians and his two hours of Obama Care. They are not even close.
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So many people are really liking the Trump Tower atrium, a must read!
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30 days until the U.S. is going to have been a fortune on the winners from the death penalty for the U.S. history!
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all the way to the U.S., and the presidential candidates who wants to run for President. This is the best deal!
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Xresident Obama should be allowed to save the American people!
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Xreat new poll numbers! Thank you for your support! #Trump2016
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bernie Sanders had a great time in New York. Will be an amazing evening! Thank you!
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Remember, Trump Signature Collection, exclusively available @Macys, offers top destinations
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950 Tweets generated
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0n ObamaCare is a disaster for every day. They would have done it again. They are not going to be a fortune!
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people are really liking my campaign trail. We have to love what you want to be successful at the time.
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congratulations to @DanAmira @NYPost tomorrow night. I will be in South Carolina. Thank you!
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Remember when you think you can accomplish and you would have the best thing that you can possibly do in a deal with you.
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all the way to go for the new CNN poll numbers that have been a fantastic job done. Now is the best!
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make sure to succeed is the enemy of the people that they would have been doing in the United States. Why didnt they get publicity?
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I will be interviewed on @foxandfriends at 7:00 A.M. Enjoy!
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Hillary Clinton has been disappointeded to our country out of the truth. We will MAKE AMERICA GREAT AGAIN!
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So many people are really believable and thats why we have to love what you have to be president. I dont think so!
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Via @NewsmaxMedia by @mboyle1: "Donald Trump says he is a laughing stock to All Star @CelebApprentice"
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960 Tweets generated
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60 year old and packed households with the U.S. in the world. We are going to MAKE AMERICA GREAT AGAIN!
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!@wayneDupreeShow @realDonaldTrump Thank you for the nice words on Twitter"
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15,000 Americans are not going to be successful and because he has done their leadership.
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#Trump2016 #MakeAmericaGreatAgain
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600 of the failing @nytimes writer @SteveKingIA and @MittRomneys pervert Apprentice last night at 8 PM EST on NBC.
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80 stories about President Obamas presidential candidates will be the president.
========================================================================================================================
happy birthday to the @WhiteHouse today with @FLOTUS Melania and me tonight!
========================================================================================================================
90 stories over those of the horrible decision is under construction. They are being working out they wouldnt be honest.
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Obama is not a nice person on the present. They are not going to be successful at the Dems.
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66 stories over the United States of American Airlines
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970 Tweets generated
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Just finished an entrepreneur is a total loser. - Think Big
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Entrepreneurs: See yourself as victorious. Thats what you want to be successful.
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We are going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN!
========================================================================================================================
entrepreneurs: Keep your focus and dont let them out. This country needs you to continue that youre doing.
========================================================================================================================
zill be interviewed on @foxandfriends at 7:00 A.M. Enjoy!
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Xresident Obama wants to start a business because he doesnt have a clue.
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90 of the wonders of the debt ceiling, and the terrorists are not a great time in the United States. We will MAKE AMERICA GREAT AGAIN!
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Obama is continuing to the great hotels of the United States.
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(Crooked Hillary Clinton is a total waste of time and dont think they lost before it is because they dont have the best deal!
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New York City, the words Trump States campaign has been amazing. Thank you for all of your wonderful advice!
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980 Tweets generated
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)... I love you all the way to play the real estate politicians. What a beautiful standard?
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President Obama is not failing and dont want to make a deal with the U.S. losses.
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France is totally dishonest.
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congratulations to @TrumpTowerNY for the nice words, not the nice words on @foxandfriends this morning.
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"@steveman2013: @realDonaldTrump why do you finally accomplish you would be the best president that would be the best service?"
========================================================================================================================
30 stories over the United States.
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is the most important thing to do something that he wants to raise taxes and common sense. Its time to get the people.
========================================================================================================================
politicians are not a plateau, its a beginning. They are always opportunities. Think Like a Billionaire
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entrepreneurs: See yourself as victorious. Lets Make America Great Again!
========================================================================================================================
990 Tweets generated
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off that the media reports that they should be ashamed of ObamaCare and their families of the United States of America. They are all talk an
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like Obama is not a fraudulent politician. Nothing less than 100 of the world.
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Under @BarackObamas premiums will be in the border. We must build a wall to see the World Trade Center!
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Success is going to have been considered by the present. This is the greatest presidential politicians better than anyone else.
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Video:
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Remember, if you dont like to know what you have to play better.
========================================================================================================================
/CelebApprentice just returned from Trump National Doral in Miami.
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kingreckless by @SarahPalinUSA @cadillacchamp @TrumpDoral
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0nder @BarackObama has increased the truth. They are all talk and no action. We will MAKE AMERICA GREAT AGAIN!
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President Obama wants to run for President. The media is going to WIN!
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1000 Tweets generated
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Be tough, be smart, be personable, but I will try to be under president. Thats good business.
========================================================================================================================
Keep your focus on your focus and dont let you down." - Think Big
========================================================================================================================
I will be interviewed on @foxandfriends at 8:00 A.M. Enjoy!
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60 stories over the United States of American Executive Order on Wednesday to the White House
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30 stories about the Clinton Campaign HQ at Trump National Doral in Miami and Jacksonville, Scotland with the nice words, @TrumpScotland
========================================================================================================================
70 stories above @MittRomneys pervert Anthony Weiner nominations. Will be there.
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have a great evening with this weekend. We all had a great evening!
========================================================================================================================
30 days until the U.S. are going to have a President by all the way to protect our country all talk and no action. We must put #AmericaFirst
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via @BreitbartNews: "Donald Trump is the only person of the Year"
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discovery breeds me to do their business in the White House and have fun.
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1010 Tweets generated
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Great night in Charlotte, North Carolina. Will be back soon!
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, for every person construction in office if you dont want to be president." -- Think Like a Billionaire
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70 stories over African-Americans are losing the Pacific Ocean. Thank you to all of the beautiful American workers. We will MAKE AMERICA GRE
========================================================================================================================
Thank you for your support! #Trump2016
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Join me in Pennsylvania tomorrow morning at 7:00 P.M. Enjoy!
========================================================================================================================
As I have the worst thing that he didnt want to be President of the United States to put it like it is too late!
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for all of those who should have been better than ever because they dont want to save our country back to them.
========================================================================================================================
like @bretmichaels on the Republicans to protect our first place in the United States of All Star @CelebApprentice.
========================================================================================================================
offers enthusiasm payments with the Democratic Convention. They will be very special place.
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via @NewsmaxMedia by @JeffJlpa1: "Donald Trump says he couldnt get tough and his team for President
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1020 Tweets generated
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xntrepreneurs: See yourself as victorious. Look at the solution, not the problem. Lets Make America Great Again!
========================================================================================================================
My @FoxNews interview discussing @BarackObama is on the failing @nytimes at 9:00 P.M. Enjoy!
========================================================================================================================
An investment in Las Vegas, but I will not be allowed to be successful at all. We will MAKE AMERICA GREAT AGAIN!
========================================================================================================================
Quarantine @ApprenticeNBC continues to do with Chris Wallace.
========================================================================================================================
.@mcuban I have never seen before me to do what you do. You can do it. You have my vote!
========================================================================================================================
60 stories above President Obama will not be allowed to do their production to be president.
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Do you think the presentative of the day after he wouldnt be running for President Obama in the US.
========================================================================================================================
it was great on @foxandfriends tomorrow morning. Enjoy!
========================================================================================================================
zill be interviewed on @foxandfriends tomorrow morning. Enjoy!
========================================================================================================================
like Pennsylvania this morning. Enjoy!
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1030 Tweets generated
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@KarlRove Thanks.
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For all of those who wants to save Americans because they dont have a countries that he would do anything negative.
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?@mcuban had a strong decision in Washington, D.C. in the White House. Thank you for your support! #Trump2016
========================================================================================================================
via @BreitbartNews by @mboyle1: Donald Trump Takes Elect Donald Trump Plans
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Entrepreneurs: See yourself as victorious. Lets Make America Great Again!
========================================================================================================================
Americans have been considering right for Americans and the Donald J. Trump Signature Collection ties shirts are amazing!
========================================================================================================================
90 stories of the World Trade Center is a disaster at the record 13th season of All Star @CelebApprentice. Thank you!
========================================================================================================================
.@BarackObama is really weak on illegal immigration in the White House today. Thank you for your support! #Trump2016
========================================================================================================================
Remember, if they dont think the people of the United States will be really bad and continue to do with the same time.
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1040 Tweets generated
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will be on @foxandfriends at 8:00 A.M. Enjoy!
========================================================================================================================
You can see everything you can about what youre doing." - Think Big
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Entrepreneurs: Keep your focus on the same time youre expected.
========================================================================================================================
zill be interviewed on @foxandfriends this morning. Enjoy!
========================================================================================================================
You have to love what you want to save American fragrance. Think Like a Billionaire
========================================================================================================================
)....the best decision will be in the right direction.
========================================================================================================================
via @BreitbartNews: "Donald Trump starts for Donald Trump to run for President
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Under @BarackObama is not going to be on the border. We are going to put #AmericaFirst.
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Xreat new poll. Thank you! #Trump2016
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zero credibility of the Democratic Partnership of the United States of American heroes who wants to straighten out in the U.S.
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1050 Tweets generated
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just returned from the Miss Universe Pageant in New Hampshire. Will be back soon!
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respect from @MittRomneys record of special interest money and the Dems wouldnt be doing the White House.
========================================================================================================================
Hillary Clinton is all about time to take away our country to be the first time.
========================================================================================================================
.@HillaryClinton is a complete and total disaster. They are all talk and no action. They will never change their friends. What a mess!
========================================================================================================================
new polls last night in New Hampshire at 8:00 P.M. (Enjoy!
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not even close to the United States of America with the worlds great people in the White House
========================================================================================================================
off the present of the United States with the U.S. in the White House today with a major scandal because they know about it.
========================================================================================================================
Keep your focus on your goals. I will work hard. Think Like a Billionaire
========================================================================================================================
I will be interviewed on @foxandfriends at 7:00 A.M. Enjoy!
========================================================================================================================
will be interviewed on @foxandfriends tomorrow morning. Enjoy!
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1060 Tweets generated
________________________________________________________________________________________________________________________
xlections have been considered in the World Trade Center in the White House.
========================================================================================================================
Happy New Year to all of those who believe in the history of the @WSJ tonight at 8 PM EST!
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A great night in New Hampshire. Thank you for your support! #Trump2016
========================================================================================================================
Entrepreneurs: Being successful people that can succeed use the business leadership. Keep your focus on your work. Thats what you will.
========================================================================================================================
congratulations to @TrumpTurnberry officially understand that Obama is a disaster.
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/MakeAmericaGreatAgain
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#MakeAmericaGreatAgain
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people are starting together to give it and leave a battle you find a strong level.
========================================================================================================================
, billions of dollars there was never a big problem with the U.S. in office that they are no longer being forced to be president.
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@LifeVette Thanks.
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1070 Tweets generated
________________________________________________________________________________________________________________________
Congratulations to the dishonest media today - and now they dont have a clue!
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Thank you to all of your support!
#Trump2016
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5 of the greatest people of New York City, Iowa, just looked at the TRUMP - I will!
========================================================================================================================
300 of my friend @ApprenticeNBC will be a great place!
========================================================================================================================
:@CarolinaLeader: @realDonaldTrump what is your only one who can save us from the debate." Thanks.
========================================================================================================================
0nder @BarackObamas college records and statements on the West African American worker has been going to be stronger today.
========================================================================================================================
A great honor to welcome President Obama is no longer walked about his bad decisions from the debate last night. Will be great!
========================================================================================================================
all the way to succeed is not a plateau, its the best deal. Its a beautiful person on Twitter.
========================================================================================================================
:@MichaelPherman: @realDonaldTrump You are the best president before it is time to run for President. You are the only one who can turn this
========================================================================================================================
will be interviewed on @foxandfriends at 7:00 A.M. Enjoy!
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1080 Tweets generated
________________________________________________________________________________________________________________________
President Obama wants to talk about the American people and they would think the media is being treated fairly.
========================================================================================================================
Via @NewsmaxMedia by @wandacarruthers: "Donald Trump plans to be President"
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@ScottMarx Thanks.
========================================================================================================================
it is time to read the Senate for Trump National Golf Club, Trump Signature Collection ties, shirts and the world wants to raise taxes
========================================================================================================================
0nder @BarackObama is not a disaster for his incredible presidential candidate - Trump National Doral will be great!
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You have to love what you do. If you dont know what you can achieve what you want to be proud.
========================================================================================================================
I will be interviewed on @foxandfriends on Monday at 7:30 A.M.
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France is too smart and truly great business. So many people have the people who doesnt have the best part of the U.S.!
========================================================================================================================
is the best location of the Democratic Party of the Year to speak off the decisions of Sarasota GOP premiere of Dark Knight River.
========================================================================================================================
/TrumpVlog Be tough, be smart, be personable, but doesnt have the same thing to do with the present.
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1090 Tweets generated
________________________________________________________________________________________________________________________
Entrepreneurs: See yourself as victorious. Know everything youve got into because people are taking care of it.
========================================================================================================================
50 stories above the Republican Party of the United States of American Airlines Center in the first place in the White House.
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just returned from Washington, D.C. at the World Trade Center with the @WhiteHouse. Thank you!
========================================================================================================================
@AndreaTantaros Thanks Joe.
========================================================================================================================
President Obama wants to run for President Obama in order to start fighting the United States. When is the president?
========================================================================================================================
questions have been found off the people of Scotland have been saying that we are going to be stronger than Hillary Clinton.
========================================================================================================================
Entrepreneurs: Set the big picture in your focus intact. Think Like a Billionaire
========================================================================================================================
Heading to New Hampshire and the wonderful and honor to be the most important thing to do what they will be there.
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Remember, I wonder what the election is going to have a part of this mess!
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1100 Tweets generated
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great night in New Hampshire! Thank you!
#MakeAmericaGreatAgain
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y@derrygold1914: @realDonaldTrump what a great job on Letterman. You are the best presidential ballot! We need you!"
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Thank you @IvankaTrump for your nice comments on @oreillyfactor tonight. Everybody loves the deal!
========================================================================================================================
50 of the White House and the presidential candidates are not controlled by the Democratic Congressional security under the beauty.
========================================================================================================================
?@MittRomney has been a fantastic job tonight.
========================================================================================================================
Congratulations to @TrumpTowerNY on @seanhannity on @FoxNews.
========================================================================================================================
Thank you to all of the supporters! Together, we will MAKE AMERICA GREAT AGAIN!
========================================================================================================================
for all of those who want to be president. Thats where theyre coming from. Thank you!
========================================================================================================================
.@TrumpScotland course is a total disastrous Christian Pastor of the Benghazi Central Park
========================================================================================================================
1110 Tweets generated
________________________________________________________________________________________________________________________
All the way to work on illegal immigration and disgusting and all of the worst things that is happening in the White House.
========================================================================================================================
congratulations to @TrumpTowerNY officially under @BarackObamas economic record increases.
========================================================================================================================
proud to see that @MittRomney has made the best location of the American people in the White House.
========================================================================================================================
2016 in Pennsylvania and the United States will be greatly honored at their campaign trade deficit with the presidential election.
========================================================================================================================
50 stories about President Obama is not a total loser because they know that they are not going to be an excellent politician. We must put #
========================================================================================================================
.@MittRomney has done a fantastic job here for @TrumpTowerNY. Thank you!
========================================================================================================================
Bernie Sanders just announced that @BarackObama will continue to save our president. There are no longer will be careful!
========================================================================================================================
$1 million for his campaign against the debt ceiling, which is the worst reporter, they would not have a clue!
========================================================================================================================
Entrepreneurs: Keep your focus and dont give up!
========================================================================================================================
30 stories above the debt ceiling, @TrumpScotland are the best thing that can fix this beautiful Veterans
========================================================================================================================
1120 Tweets generated
________________________________________________________________________________________________________________________
really believe that @BarackObama will not be allowed to raise taxes because he would not have been dishonest.
========================================================================================================================
90 days until the World Trade Center is desperate to succeed in the U.S.A. Military care about our economic numbers.
========================================================================================================================
90 of the military beaches that Obama doesnt have the best presidential debate.
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Zeaving now for all of the wonderful this weekend. We will MAKE AMERICA GREAT AGAIN!
========================================================================================================================
believe that @BarackObama is going to fix the economic record of foreign policy in the U.S.A. Make America Great Again!
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10 stories about the truly great golf course in the White House.
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)... He is a disaster for our country in the White House.
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You have to be successful and thats the best thing that is the best golf course in the world. Its not the best deal.
========================================================================================================================
response to the United States is not fatal: it is the best interest in the world. I will take care of our country!
========================================================================================================================
.@MittRomney will be live tweeting during the dishonest media. I will be interesting!
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1130 Tweets generated
________________________________________________________________________________________________________________________
xntrepreneurs: Successful people are successful people who dont want to know what you can accomplish." - Think Like a Billionaire
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y@AndrewWiley10: @realDonaldTrump @nytimes Politicians wouldnt have energy, without energy you have my vote"
========================================================================================================================
14 @BarackObama is doing a great job on his first time with the New York Times and other countries that they didnt report the U.S.!
========================================================================================================================
until the Republicans must stop the difference between ObamaCare in the world. Its time to take care of our economy!
========================================================================================================================
72 stories about @MittRomneys campaign. How much money is the only one who think they have to start reality.
========================================================================================================================
Will be interviewed on @foxandfriends at 8:00 A.M.
========================================================================================================================
so many of the great people of Scotland to defeat Hillary Clinton and her friends in Mississippi tonight.
========================================================================================================================
Remember, if the people are only one of the great workers and losers like Obama to run for President.
========================================================================================================================
again, the Chinese are planning and paid for the U.S. in order to save face the World Trade Center in Palm Beach, Florida.
========================================================================================================================
kin my favorite celebrity @ApprenticeNBC tonight at 9:00 P.M. Enjoy!
========================================================================================================================
1140 Tweets generated
________________________________________________________________________________________________________________________
?@MittRomney has been amazing. Thank you!
========================================================================================================================
Why does Obama release his leverage?
========================================================================================================================
President Obama will never change that they would have been disappointed in the White House and doesnt have a clue!
========================================================================================================================
.@megynkelly is some of the greatest golf course in the White House and the White House.
========================================================================================================================
)... will be a great time in the U.S. and with the World Trade Center.
========================================================================================================================
Standing ovations are on the debate of @MittRomney and @BarackObama on his own ratings. They have been interesting.
========================================================================================================================
my @SquawkCNBC interview discussing the first time in Trump International Golf Links at Ferry Point.
========================================================================================================================
:@pennjillette: @realDonaldTrump You need to run for president in 2016!"
========================================================================================================================
Entrepreneurs: See yourself as victorious. There are always opportunities.
========================================================================================================================
Just as I predicted, why would the people of Scotland have been dishonest and disgusting that they will not be paying the death penalty!
========================================================================================================================
1150 Tweets generated
________________________________________________________________________________________________________________________
because of ObamaCare is a disaster. We have a disaster for Obama to release his records with the American people.
========================================================================================================================
Be sure to listen to the White House concerning the American people. #Trump2016
========================================================================================================================
all of those who have been asking about the White House today. Thats where you will never change.
========================================================================================================================
0nder @BarackObama cant beat the White House today to report the debate last night. Thank you!
========================================================================================================================
will be interviewed on @oreillyfactor tonight at 8:00 P.M. Enjoy!
========================================================================================================================
Just as I predicted, Getting ready to look forward to it!
========================================================================================================================
zill be interviewed on @foxandfriends at 7:00 A.M. Enjoy!
========================================================================================================================
response to Obama refuses to be a better place.
========================================================================================================================
Bill Clinton was great to see that the price of great leadership has been asking for his records and losers.
========================================================================================================================
Obama is a complete disaster which is falling apart. They have been true to yourself.
========================================================================================================================
1160 Tweets generated
________________________________________________________________________________________________________________________
Will be interviewed on @foxandfriends tomorrow morning. Enjoy!
========================================================================================================================
?@MissUniverse continues to do a deal with a large screen iPhone screen. Thank you for your support!
========================================================================================================================
/Trump2016
========================================================================================================================
Negotiation is not a plateau, its a beginning.
========================================================================================================================
I will be interviewed on @foxandfriends at 7:00 A.M. Enjoy!
========================================================================================================================
Just announced that the United States has been doing the debate tonight!
========================================================================================================================
Time for all of those who have been doing in the right person on their career politicians who wants to save Americans.
========================================================================================================================
Zeaving for the Republican Senators for the United States!
========================================================================================================================
being an entrepreneur is not a total loser. What a great time in Chicago. Thank you for your support!
========================================================================================================================
82 stories about the United States, is a total disaster for the American people. They will never change!
========================================================================================================================
1170 Tweets generated
________________________________________________________________________________________________________________________
Unbelievable evening in New Hampshire - thank you for your support! #Trump2016
========================================================================================================================
Via @NewsmaxMedia by @melaniebatley: "Donald Trump says he is more importantly the most beautiful addition"
========================================================================================================================
ngreat today at the World Trade Center on Celebrity Apprentice tonight at 9 PM EST on NBC.
========================================================================================================================
/MakeAmericaGreatAgain
========================================================================================================================
great new poll numbers! Thank you for your support! #Trump2016
========================================================================================================================
Standing interview with the @WhiteHouse today at the White House today for your nice words on @foxandfriends this morning.
========================================================================================================================
For all of those who wants to save Americans from their prices when it comes to ObamaCare website. What is going on?
========================================================================================================================
zill be interviewed on @oreillyfactor tonight at 8:00 P.M. Enjoy!
========================================================================================================================
Keep your focus on your goals, not the best way to be the best thing to do with the time.
========================================================================================================================
Entrepreneurs: See yourself as victorious. Lets Make America Great Again!
========================================================================================================================
1180 Tweets generated
________________________________________________________________________________________________________________________
via @BreitbartNews: "Donald Trump to speak at the #GOPDebate.
========================================================================================================================
kin my lifetime in 2016 today. Thank you for your support! #Trump2016
========================================================================================================================
y@DanScavino @realDonaldTrump @CNNPolitics better than you to run for President in 2016."
========================================================================================================================
like the beauty of the Old Post Office on Pennsylvania Avenue
========================================================================================================================
Thank you America!
========================================================================================================================
Remember, if they do not have the golden rule of things about the death penalty for their prosperity. They dont have a clue!
========================================================================================================================
Be tough, be smart, be personable, but dont take things personally. Thats good business.
========================================================================================================================
offering the dishonest media interview with the U.S. in the White House today and will be taken over a massive trouble.
========================================================================================================================
:@johnnyjames: @realDonaldTrump Thank you for standing up for you Mr. Trump! You have my vote!"
========================================================================================================================
questions about @MittRomneys terrible situation. We are going to MAKE AMERICA GREAT AGAIN!
========================================================================================================================
1190 Tweets generated
________________________________________________________________________________________________________________________
!@ApprenticeNBC is the only candidate that many other countries are doing the truth. We are working out of the people. Thank you!
========================================================================================================================
Congratulations to @DavidCameron of the @WhiteHouse this morning. Enjoy!
========================================================================================================================
I will be interviewed on @foxandfriends this morning. Enjoy!
========================================================================================================================
Crooked Hillary Clinton is all talk and no action. They are not going to be successful!
========================================================================================================================
- all of those who have been treated terrible than the people of the Central Park of Bernie.
========================================================================================================================
like the @nytimes is being used by the lobbyist and beautiful book, should be ashamed of the FBI.
========================================================================================================================
Unbelievable ratings from Trump National Doral with @MittRomneys private equity competitors in New Hampshire
========================================================================================================================
Crooked Hillary Clinton wants to save our country because he is no longer silent. No wonder the rest of the deal!
========================================================================================================================
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
========================================================================================================================
/MakeAmericaGreatAgain
========================================================================================================================
1200 Tweets generated
________________________________________________________________________________________________________________________
happy Birthday to my friend @GolfChannel. He is a great place!
========================================================================================================================
all of those who have never seen before their production of his future. We are going to MAKE AMERICA GREAT AGAIN!
========================================================================================================================
presidential Executive Order on wind turbines that Obama is not fatal: it is the same way before it is too late!
========================================================================================================================
Do you think Crooked Hillary Clinton wants to save American presidential right now. They dont have been interesting!
========================================================================================================================
in New York City, @TrumpIreland features a spectacular debate
========================================================================================================================
My @SquawkCNBC interview discussing @BarackObamas college records last night on Saturday Night Live tonight.
========================================================================================================================
Quess what you have to love what youre doing. Look at the solution, not the problem. Learn to focus on the better deals.
========================================================================================================================
80 stories above President Obama is totally inaccurate and working hard and no good.
========================================================================================================================
/CrookedHillary is not a plateau, it is not a plateau, its a beginning. No surprise. Its time to get it right.
========================================================================================================================
Ill be on @foxandfriends this morning. Enjoy!
========================================================================================================================
1210 Tweets generated
________________________________________________________________________________________________________________________
Congratulations to @TrumpTowerNY in a landslide, @TrumpTowerNY for a very dumb guy. Great place!
========================================================================================================================
Quess what you think you should be proud of you.
========================================================================================================================
For all of those who wants to represent the United States, if they would think of a complete direction of people in the world. Thats the bes
========================================================================================================================
Unbelievable crowd in Pennsylvania tomorrow night at 8pmE. Enjoy!
========================================================================================================================
0 million millions of dollars that he has been a very special properties and the worst presidential candidate that have been disappointed.
========================================================================================================================
xuccessful people love that @AlexSalmond is a terrible job because he should have been done that they would not have a clue!
========================================================================================================================
?@MittRomney will be there--and thanks!
========================================================================================================================
all the way to success is the best interest. Thank you for your support! #Trump2016
========================================================================================================================
Under Obama, it is the best thing that they would have been a fantastic person who doesnt have a clue. Thank you!
========================================================================================================================
Have you really believe that Obama wants to save American people. Its time to save American interest!
========================================================================================================================
1220 Tweets generated
________________________________________________________________________________________________________________________
$6 million dollars is not doing well than the dollar if you like your healthcare plan, you can keep it.
========================================================================================================================
negotiation is persuasion more than the death penalty for the U.S. when he cant even call the same.
========================================================================================================================
70 stories about our great American dream, the greatest course is a disaster for Obamas college records. This is not working!
========================================================================================================================
Via @NewsmaxMedia by @OANN: "Donald Trump plans for Trump International Hotel Tower, Trump Tower in NYC, Cruz, Bernie Sanders and Illinois
========================================================================================================================
right of Mar-a-Lago.
========================================================================================================================
for all of those who have been treated like the present. They are always opportunities. This is the real deal!
========================================================================================================================
Entrepreneurs: See yourself as victorious. There are always opportunities. Think Like a Billionaire
========================================================================================================================
xuccessful people are amazing. Great interview with @megynkelly tonight at 8:00 P.M. Enjoy!
========================================================================================================================
Success is not fatal: it is the best thing that you want to be proud to be thinking anything, not the problem.
========================================================================================================================
Entrepreneurs: See yourself as victorious. Lets Make America Great Again!
========================================================================================================================
1230 Tweets generated
________________________________________________________________________________________________________________________
70 stories above the United States of American Republican Party
========================================================================================================================
is the best thing that they want to be saved from the ObamaCare website. Why do people are very interesting!
========================================================================================================================
Xresident Obama wants to lose their act of the world to see that they are not going to be a politician. We must build a wall!
========================================================================================================================
You have to love what you want to be the president, you will win! Think Like a Billionaire
========================================================================================================================
4 of the horrible this weekend in New Hampshire now. Will be back soon!
========================================================================================================================
, for the right tax returns of our country to be stronger than ever before a total disaster.
========================================================================================================================
Unbelievable executive immigration, the more than 100,000 people in their families of all time high in the White House.
========================================================================================================================
Entrepreneurs: Set the right direction, the people are always opportunities. Thats good business. Look forward to it!
========================================================================================================================
- @MittRomney has been disappointed on television. Thank you for your nice words.
========================================================================================================================
2016 for Americans are all talk and no action. We will MAKE AMERICA GREAT AGAIN!
========================================================================================================================
1240 Tweets generated
________________________________________________________________________________________________________________________
Video:
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Why does @CNN this morning on the Supreme Court Jackson? They will not stop illegal immigration. They will not be allowed to be stupid.
========================================================================================================================
Thank you to our new World Trade Center in Washington, D.C. #Trump2016 #MakeAmericaGreatAgain
========================================================================================================================
kin my opinion of the White House this morning. Enjoy!
========================================================================================================================
After your comments on the debate polls in the White House today about the United States of America. They have no chance to save Americans!
========================================================================================================================
kin for those who will not be in the world to win in the world. The American people are going to be strong again!
========================================================================================================================
Keep your momentum, a lot of great ideas go nowhere.
========================================================================================================================
y@michaelmarkman: @realDonaldTrump Thank you for your new president of the USA"
========================================================================================================================
congratulations to @BarackObama on the ObamaCare website of the debate on the Miss Universe Pageant in Trump Tower.
========================================================================================================================
Entrepreneurs: Realize that there are always opportunities, you have to love what youre doing." - Think Big
========================================================================================================================
1250 Tweets generated
________________________________________________________________________________________________________________________
Zightweight A.G. Eric Schneiderman doesnt have a clue. They didnt want to be stronger than ever before!
========================================================================================================================
40 of all of those who have never seen before the Democratic Presidential election that should immediately left their program.
========================================================================================================================
Thank you New Hampshire! #Trump2016
========================================================================================================================
For all of those who will not allow anything to do something that he has nothing to do with the time. - Think Like a Billionaire
========================================================================================================================
2016 should be prepared for the nice words and congratulations to the ObamaCare website.
========================================================================================================================
.@MittRomneys campaign is a total loser who will be a great evening in the U.S. Hillary Clinton.
========================================================================================================================
(cont)
========================================================================================================================
Quest out and will be on @foxandfriends this morning. Enjoy!
========================================================================================================================
kin everyone knows what you want to be president." - Think Like a Billionaire
========================================================================================================================
why does @FoxNews poll just look at the debate? #CelebApprentice
========================================================================================================================
1260 Tweets generated
________________________________________________________________________________________________________________________
questions are doing great and very talented people. Will be great!
========================================================================================================================
Be tough, be smart, be smart, be personable, but dont take things personally. Thats what it takes.
========================================================================================================================
80 days until the terrorists are not going to be president. I am the only one that can save Americans in the world. It is time to look at th
========================================================================================================================
Entrepreneurs: Keep your focus and you have to be president. If you dont, no one else will. Lets Make America Great Again!
========================================================================================================================
Entrepreneurs: See yourself as victorious. Look at the solution, not the problem.
========================================================================================================================
make sure to follow me on @FoxNews tonight at 8 PM ET on NBC.
========================================================================================================================
Kasich gave amazing people. Will be in New Hampshire. Watch:
========================================================================================================================
President Obama is not a person who doesnt have a countries the Chinese will never change their our election.
========================================================================================================================
Entrepreneurs: Success is not final, failure is not a plateau, its a beginning.
========================================================================================================================
$6 Millions of dollars were highlighting. They dont have a clue!
========================================================================================================================
1270 Tweets generated
________________________________________________________________________________________________________________________
y@ApprenticeNBC: @realDonaldTrump we need you to run for president!"
========================================================================================================================
Under @BarackObamas college applications in the debate with the American people in the White House
========================================================================================================================
because they are all talk and no action. They are all proud of you!
========================================================================================================================
Unbelievable evening in Cincinnati, Ohio tomorrow night!
========================================================================================================================
?@TrumpChicagos discussing the dishonest media interview with @MittRomneys tax returns of the 2012 election
========================================================================================================================
happy Birthday to the Republican National Presidential candidates
========================================================================================================================
Unbelievable ratings for American workers for American workers and losing their properties from West Africa. They will be no chance!
========================================================================================================================
using the New York Times have been done an amazing event and how a person remember that they will never do their way.
========================================================================================================================
watching @MittRomneys record 13th season of All Star Celebrity @ApprenticeNBC. This is the best deal.
========================================================================================================================
successful people in the business is the worst presidential debate.
========================================================================================================================
1280 Tweets generated
________________________________________________________________________________________________________________________
President Obama is in the dishonest politicians and our country in the world. We must build a wall!
========================================================================================================================
70 of really believes in the United States of the Republican Party deports that I would have accepted from the United States of ObamaCare.
========================================================================================================================
70 stories in the White House would not allow this episode of the United States. MAKE AMERICA GREAT AGAIN!
========================================================================================================================
76 stories about my presidential campaign at the @WhiteHouse this morning. Enjoy!
========================================================================================================================
Zillary Clinton is not going to be sure to take care of our country before the U.S. are in the world. The people want to know what they woul
========================================================================================================================
zill be interviewed on @foxandfriends this morning. Enjoy!
========================================================================================================================
Remember, I will be interviewed on @foxandfriends at 7:00 A.M. Enjoy!
========================================================================================================================
80 stories over our economy this weekend will be a great time in Philadelphia, the world.
========================================================================================================================
business design is a complete legal fees of more than 100 of the terrorists. Its a beginning. They dont know what theyre doing.
========================================================================================================================
I will be interviewed on @foxandfriends tomorrow morning. Enjoy!
========================================================================================================================
1290 Tweets generated
________________________________________________________________________________________________________________________
.@BrandenRoderick did a great job on Fox and Friends interview discussing the record 13th season of All Star @CelebApprentice. #CelebApprent
========================================================================================================================
congratulations to @DanAmira and @SenatorSessions for the White House today with @RealDonaldTrump
========================================================================================================================
Crooked Hillary Clinton wants to save foreign policy in order to make a deal with their prosecutor. They dont have a clue!
========================================================================================================================
Why do the debate in the world, but they dont even know what theyre coming into the World Trade Center, they dont have a clue!
========================================================================================================================
lightweight @AGSchneiderman really believes in the world, except for a really nice commentary in the world. There is no clue!
========================================================================================================================
36 story is the first 100 days until after he was a terrible statement to attack Syria and they would have been a disaster!
========================================================================================================================
kin your children at the Presidential candidate that will only get to know what you do." - Think Like a Billionaire
========================================================================================================================
Crooked Hillary Clinton is not a group effort. Make America Great Again!
========================================================================================================================
@TheRealZach49 Thanks.
========================================================================================================================
Xreat new poll- thank you!
========================================================================================================================
1300 Tweets generated
________________________________________________________________________________________________________________________
Xresident Obama is a disaster. What a great evening in New Hampshire, will be a great evening!
========================================================================================================================
y@DeannaSpillyard: @realDonaldTrump what a great night in Chicago! Youre a great interview! Thanks!
========================================================================================================================
Be tough, be smart, be personable, but dont take things personally. Thats good business.
========================================================================================================================
@MittRomney has been going to be successful people. Thank you for your support! #Trump2016
========================================================================================================================
Thank you for your support! #Trump2016
========================================================================================================================
4 of the United States, under @BarackObama is not a difference in office that he has the golf course today.
========================================================================================================================
Video:
========================================================================================================================
just got back from the White House today with @megynkelly tonight at 8 PM EST!
========================================================================================================================
)........ and without a wonderful person?
========================================================================================================================
until you focus on your success with the presentational interest money was passionate about your work. - Think Big
========================================================================================================================
1310 Tweets generated
________________________________________________________________________________________________________________________
50 stories about Trump National Doral in Miami and the Old Post Office in Palm Beach
========================================================================================================================
10 million dollars to spend more than $500,000 for his birthday with our vets.
========================================================================================================================
xntrepreneurs: Keep your focus on your goals. Its a very impression. Think Like a Billionaire
========================================================================================================================
like this weeks until the Republican Party must be stronger than any other countries. Why did he really?
========================================================================================================================
?@MittRomneys pervert Anthony Weiner is a disaster. The best way to put it for years. They are not going to be stronger than they would have
========================================================================================================================
congratulations to @BarackObama on his birthday with his records to the border. I will never forget!
========================================================================================================================
questions are all talk and no action. What a disaster with the very good person who will have the first place in the world.
========================================================================================================================
thank you America! #Trump2016
========================================================================================================================
Zightweight A.G. Eric Schneiderman means no longer being forced to say that it was all the illegal immigration because he has no problems of
========================================================================================================================
just returned from Colorado for the wonderful ratings with the @ApprenticeNBC in the world. We will MAKE AMERICA GREAT AGAIN!
========================================================================================================================
1320 Tweets generated
________________________________________________________________________________________________________________________
6 of the great people of Scotland committed to be on the ObamaCare website. Why doesnt they have to say they have to prove them the truth!
========================================================================================================================
========================================================================================================================
Be sure to vote for @TrumpTurnberry Resort in Palm Beach, Florida. Great to see the truth!
========================================================================================================================
Thank you New Hampshire! #Trump2016
========================================================================================================================
all the way to success with the debate last night. This is a MOVEMENT today.
========================================================================================================================
Lightweight A.G. Eric Schneiderman meets with the presidential candidates to the White House and have no chance.
========================================================================================================================
:@MissUniversNEWS: Trump: I would love to see @realDonaldTrump as President of the United States of American American Apprentice"
========================================================================================================================
with the really nice statement on @ApprenticeNBC by @gretawire tonight at 8 PM.
========================================================================================================================
President Obama is the only one who can beat Hillary Clinton. They are all talk and no action. The people that have been dishonest!
========================================================================================================================
Zearning to have a private legendary building in the world. The best way to go for its way to focus on what you want to achieve the expensiv
========================================================================================================================
1330 Tweets generated
________________________________________________________________________________________________________________________
So many people have been called the truth and they would have been a disaster. This is the most important thing to do what you do.
========================================================================================================================
Entrepreneurs: Success is not fatal: it is the best personal information. Think Like a Billionaire
========================================================================================================================
all being in D.C. today at the White House today to see the Republican Party could not be president.
========================================================================================================================
people are doing a great job on Fox and Friends interview with Chris Wallace. Thank you!
========================================================================================================================
president Obama is no longer walked off that he would have been going to complain about the United States. Our country would be ashamed of h
========================================================================================================================
@TheRealChrisJ Thanks.
========================================================================================================================
my @foxandfriends interview discussing how @BarackObama has completely overrated a record high
========================================================================================================================
Unificated and outside of the construction of this past State of Defense. We all had a great time!
========================================================================================================================
Standing interview with @MittRomneys private clubhouse today with Republicans and the U.S. leadership and massive presidential candidates
========================================================================================================================
Negotiation tip: Trust your instincts, you can keep your focus intact. There are always opportunities.
========================================================================================================================
1340 Tweets generated
________________________________________________________________________________________________________________________
Xreat to hear that @MittRomney and @PerdueSenate has been for the best part of the @ApprenticeNBC tonight.
========================================================================================================================
@TheRealZach49 Thanks!
========================================================================================================================
Looking forward to being in New Hampshire tomorrow at the Republican National Charlotte is a disaster!
========================================================================================================================
will be interviewed on @foxandfriends this morning. Enjoy!
========================================================================================================================
I had a great time in Pennsylvania tonight at 8:00 P.M. on @FoxNews. Look forward to it!
========================================================================================================================
30 stories above the American people and then we are going to be strengthening the American people.
========================================================================================================================
my @SquawkCNBC interview discussing @MittRomneys campaign trailer is a disaster with the world. Congratulations to the White House!
========================================================================================================================
Quess what a great evening with the @WhiteHouse.
========================================================================================================================
80 stories about @MittRomneys tax returns of our country and the people of New York City is a disaster.
========================================================================================================================
Via @MiamiHerald by @JeffJlpa1: Donald Trump says he is my presidential
========================================================================================================================
1350 Tweets generated
________________________________________________________________________________________________________________________
will be interviewed on @foxandfriends at 7:00 A.M. Enjoy!
========================================================================================================================
- a great night!
========================================================================================================================
What a great evening in New Hampshire, with the middle class of great evenings with the @WWE Hall of Fame.
========================================================================================================================
?...........
========================================================================================================================
congratulations to @TrumpScotland offers classified tomorrow morning at 8:00 P.M. Enjoy!
========================================================================================================================
whose charactering?...the new season of @CelebApprentice. What a great evening!
========================================================================================================================
for all of those who have been consistent to be the president of the United States. He will be a great president.
========================================================================================================================
Republicans have been considering running for President Obama in our country. We will MAKE AMERICA GREAT AGAIN!
========================================================================================================================
presidential Executive Order:
========================================================================================================================
/MakeAmericaGreatAgain
========================================================================================================================
1360 Tweets generated
________________________________________________________________________________________________________________________
us with a big rally in Ireland, Florida. Thank you!
========================================================================================================================
Senator Lindsey Graham are doing a great job on Fox and Friends in Michigan. Thank you for all of the great people!
========================================================================================================================
I will be interviewed on @greta tonight at 8 PM EST on NBC.
========================================================================================================================
really honored to have been interviewed on @foxandfriends this morning. Enjoy!
========================================================================================================================
respect from New Hampshire at Trump National Doral in Miami-
========================================================================================================================
:@marcorubio: @realDonaldTrump @TrumpScotland Donald Trump for President! I would vote for you too!"
========================================================================================================================
I will be interviewed on @oreillyfactor tonight at 8:00 P.M. on @FoxNews! Enjoy!
========================================================================================================================
Successful people are always opportunities. Thats where the other candidates will be the same time.
========================================================================================================================
@chrisl54 Thanks.
========================================================================================================================
Looking forward to being in New Hampshire tomorrow night!
========================================================================================================================
1370 Tweets generated
________________________________________________________________________________________________________________________
response to my official properties and youll be going to be successful...
========================================================================================================================
Via @BreitbartNews: "Donald Trump says I will be the greatest presidential race"
========================================================================================================================
Crooked Hillary Clinton stated that Crooked Hillary has done for the American people that was the only candidate that should have been prepa
========================================================================================================================
sorry for all of those who should have been careful with their healthcare plant in the White House.
========================================================================================================================
$00 Million from Congress must stop talking about ObamaCare, they will be released against ObamaCare.
========================================================================================================================
thank you to all of your support! #Trump2016
========================================================================================================================
leadership is not a plateau, its a beginning. They will take advantage of his wife works. They dont have a clue!
========================================================================================================================
off of the people of the United States with the United States of American workers. Thank you!
========================================================================================================================
Looking forward to being in New Hampshire tomorrow night. Thank you!
========================================================================================================================
Keep your focus and the people who wants to start a winner that would be working out there is no path and they would win!
========================================================================================================================
1380 Tweets generated
________________________________________________________________________________________________________________________
Entrepreneurs: Success is not a plateau, its a beginning.
========================================================================================================================
4 @BarackObama is totally dishonest and disgusting to the United States of the United States!
========================================================================================================================
(Obamacare is a disaster. Thats what is going on.
========================================================================================================================
for all of those who wants to save our country before the people who doesnt have a clue. Thats true.
========================================================================================================================
happy Birthday to @DanAmira and @SenTedCruz last night. Thank you!
========================================================================================================================
90 stories of complaints about my endorsement of @TrumpTowerNY.
========================================================================================================================
- believe in the first time in the United States of American heroes. They are always opportunities.
========================================================================================================================
Xolls down as President, I will be speaking at the White House today. Looking forward to it!
========================================================================================================================
of ObamaCare is the most overrated political corruption of Crooked Hillary Clinton.
========================================================================================================================
4 of the people that wants to be president of the United States, is a total waste of time. Think Like a Billionaire
========================================================================================================================
1390 Tweets generated
________________________________________________________________________________________________________________________
presidential Executive Order on President Obama is a masterpiece of first time. No wonder why is Obama disaster.
========================================================================================================================
Obama is going to take the highest level of the debate, they will not allow this weeks until they have been true to yourself.
========================================================================================================================
zero credibility of Obamas economic growth and the worst president, which is worse than our President?
========================================================================================================================
You have to start reading Obamacare premiums could have been reasonable that @BarackObama is not a total disaster.
========================================================================================================================
thank you for your support! Lets Make America Great Again!
========================================================================================================================
(cont)
========================================================================================================================
Obama is totally interesting.
========================================================================================================================
Republicans have been asking about the United States of American people in the U.S. Senate primarily by handing out their nations are totall
========================================================================================================================
90 stories over the United States with record crowd. We will all leave for the American people!
========================================================================================================================
Keep fighting with the Democratic President Obama doesnt have a clue. Thats what is happening!
========================================================================================================================
1400 Tweets generated
________________________________________________________________________________________________________________________
.@BrandenRoderick and I think they would have had the dishonest person to make a difference.
========================================================================================================================
600 of ObamaCare is a disaster. We must be proud of you and you will be great again.
========================================================================================================================
join me in Palm Beach, Florida!
#MakeAmericaGreatAgain
========================================================================================================================
@realDonaldTrump Thanks.
========================================================================================================================
Thank you @JeffJlpa1 on @foxandfriends this morning. Enjoy!
========================================================================================================================
us Obama attacking Americans have been asking about the ObamaCare website officially because he is not a laughing stock.
========================================================================================================================
, foreign policy is a total disaster for an opponent of the record 13th season of All Star Celebrity @ApprenticeNBC. This is no longer will
========================================================================================================================
president Obama is no longer walked about the American people that our President is not working.
========================================================================================================================
:@KevinMichael: @realDonaldTrump you should run for President!!!"
========================================================================================================================
(Obamacare is a disaster for Obamas college applications. They have been done there and go for it.
========================================================================================================================
1410 Tweets generated
________________________________________________________________________________________________________________________
@MikeyRoberts1 Thanks.
========================================================================================================================
$50 Million from the World, business is no longer walked. We are not disappointed. #Trump2016
========================================================================================================================
Via @NewsmaxMedia by @OwenTew: Donald Trump says he is a great hotel
========================================================================================================================
for all of those who have never been interested in balancing wealth and the people are working hard!
========================================================================================================================
will be interviewed on @foxandfriends at 8:00 A.M. Enjoy!
========================================================================================================================
========================================================================================================================
it was great on @MorningJoe at the @ApprenticeNBC premiere tonight at 8 PM on CNBC.
========================================================================================================================
Join me in Pennsylvania! #Trump2016
========================================================================================================================
kingridht @GolfChannel at 9:00 A.M. Enjoy!
========================================================================================================================
90 stories above Barack Obama is out of the people who dont know what they have to say that they want to be saved from Obama.
========================================================================================================================
1420 Tweets generated
________________________________________________________________________________________________________________________
successful people are not a complete person to be successful and the best interviews will take care of itself.
========================================================================================================================
With our enemies of the White House today about his experience and the very dishonest politicians will be the best president.
========================================================================================================================
hillary Clinton wants to represent in the White House and we are going to be stronger than our country around the world.
========================================================================================================================
like Reagan did not give anything to do with the presidential candidates.
========================================================================================================================
#MakeAmericaGreatAgain
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9 of the people who are not starting to look like a dog that he should have been done with people that they did not have anything. They are
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happy Birthday to the White House. Thank you!
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0nder @BarackObama will be one of the greatest presidential candidates officially incompetence at the National Achievers Congress
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/MakeAmericaGreatAgain
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y@DanScavino: .@realDonaldTrump great job on Fox News Sunday night at 8 PM EST on NBC."
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1430 Tweets generated
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From a great night in New Hampshire. Thank you!
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I will be interviewed on @oreillyfactor tonight at 8:00 P.M. Enjoy!
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Negotiation is an art. Treat it like one.
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off that the Republicans are all talk and no action. They dont have a country great again!
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Congratulations to Greta Of American Executive Order on Wednesday to the Middle East in New Hampshire. See you soon!
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I will be interviewed on @foxandfriends at 7:00 A.M. Enjoy!
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#MakeAmericaGreatAgain
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Do you believe that the ObamaCare website is in the dishonest person who is sold out of this. They dont know what theyre because they will b
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- before I would not be interesting.
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40 stories about Jeb Bush is doing great. He should have been nominated by the White House.
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1440 Tweets generated
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kin my friend @TrumpScotland
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prayers with the Democratic National Committee to release his legacy in the United States. They have no chance!
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80 of the beginning of ObamaCare, the Chinese are not happy with this week.
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Entrepreneurs: Trust your instincts, youll never be able to stop your intelligence.
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great night in Palm Beach, Florida! Thank you!
#MakeAmericaGreatAgain
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dummy @mcuban is a disaster for American workers of the decision. They have never endorsed it.
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so many people want to save the great people of ObamaCare today to fight their career politicians who wants to save Americans have been done
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congratulations to @TrumpScotland officially on the success of the White House
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30 stories over Miss Pennsylvania, who has been a tough part of the San Francisco of the United States of the United States.
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Thank you for your support! #Trump2016
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1450 Tweets generated
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Be tough, be smart, be personable, but dont take things personally. Thats good business.
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Thank you to our amazing people!
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discovery beautiful election is being treated terminated against ObamaCare.
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70 days until after the Republican Party is not the best thing that they will not be proud of the present. They should continue to do their
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"@BrandonDanny: @realDonaldTrump @realDonaldTrump @ApprenticeNBC I love that you should be president"
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- and thats what I do. Obama is not working.
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just got back from New Hampshire. Thank you to all of the great people!
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50 stories about my book CRIPPLED AMERICA. Dont miss it!
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! @realDonaldTrump would run for President in 2016 this country needs a strong leader!"
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1460 Tweets generated
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Looking forward to a great time in Pennsylvania tomorrow at the TRUMP Scott Williams tomorrow!
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making a speech live in the White House this morning. Enjoy!
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Why do the Republicans must be released in their economic politicians and others that he doesnt have ever really?
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My @SquawkCNBC interview discussing the failing @nytimes interview with @MittRomneys records to the White House
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60 stories over the United States is being rigged by the United States. Will be interesting!
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President Obama should immediately be prepared for all of the worst reporters and losers!
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Do you think @BarackObama has no professional attack in the White House would be the same?
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kerview @CNNPolitics Thanks for the nice comments on your honesty. Thank you for your support!
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90 stories over his records ObamaCare is a disaster for experience and others are not going to be stronger!
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Unbelievable evening in Wisconsin numbers at the White House.
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1470 Tweets generated
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zill be interviewed on @foxandfriends tomorrow morning. Enjoy!
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Dopey Sugar @LordSugar Interesting!
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questions are not going to be president. Be personable, but if it will never be able to stop this time.
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join me in Cleveland, Ohio tomorrow in Miami at the White House today at the @WhiteHouse today with @SteveKingIA for the truth!
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happy birthday to the debate last night. I am ready for your nice words. Thank you! #Trump2016
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via @BreitbartNews by @mboyle1: "Donald Trump interview on @foxandfriends"
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Congratulations to @MELANIATRUMP, @TrumpTowerNY for receiving the debate tonight at 8 PM EST on NBC.
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Sorry for all of those who wants to use the right direction of the United States of the American people. Thank you!
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76 stories of the White House today with Republicans and the White House today that he has been disappointeded!
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by @foxandfriends interview discussing @BarackObamas college records @MissUniverse contestants are going to the White House.
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1480 Tweets generated
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see Syria is not a person who has been doing the death penalty for the American people. We are going to be strong against ISIS.
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Marco Rubio is playing golf course in the United States.
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Success is not final, failure is not a plateau, its a beginning in the world. There are always opportunities. Think Like a Billionaire
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!@MittRomney has a great businessman and the solutions for the people who did not give up.
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Karl Rove is going to do with the world to see the responsibility of the American people.
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Entrepreneurs: Actually doesnt have a clue. Thats what you will.
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questions about the new earth in New Hampshire today with the people of Celebrity Apprentice. Be terrific!
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Join me in West Virginia and tomorrow night!
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20 million hits on how the Republican Party can come together and will only get better than any other than they know.
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/MakeAmericaGreatAgain
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1490 Tweets generated
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90 days until the U.S. is going to be smart, be personable, but not going to have the people and they would have been disappointed!
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/CelebApprentice We are working hard and never give up!
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10 Million dollars have been saying that they would have a country there was never before!
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back and didnt know what the people who is doing a great job tonight at 8 PM.
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ngreat today @TrumpScotland officially continues to discuss the first time
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, Donald J. Trump Signature Collection continued to speak at the Republican Party
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60 stories above the World Trade Center in Pennsylvania in the White House today with the worlds great friends.
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Via @NewsmaxMedia: Donald Trump says he is a true part of the White House
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Congratulations to @TrumpScotland officially under President Obamas manufacturing
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zill be interviewed on @foxandfriends this morning. Enjoy!
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1500 Tweets generated
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i will be interviewed on @foxandfriends tomorrow morning. Enjoy!
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$50 million dollars that he would not have the death penalty for their nations shows he can change the U.S.!
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Be tough, be smart, be personable, but dont take things personally. Thats good business.
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Why does @CNBC is being really wealth and they have to believe that they are not working out the way to the people who have no chance.
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An honor to welcome the Benghazi terrorists of the New York City with the worlds great reviews.
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Univision beating Hillary Clinton is incredible that they didnt know what he did nothing to do. I will be there!
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have been considered running for President Obama have been doing the border. We must put #AmericaFirst.
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dont forget to see that @nytimes was just one of the all time high. We need to start real estate employment!
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So many people are asking for all of those who have never seen before their families of the American people. I will be a great deal!
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#MakeAmericaGreatAgain
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1510 Tweets generated
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bernie Sanders has been a failing New York State of Mexico and the people of the United States of American public golf course
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entrepreneurs: See yourself as victorious. Being an entrepreneurs on your best. This country needs a strong leader.
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Via @ApprenticeNBC tonight at 8:00 P.M. Enjoy!
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Keep your focus on immigration and politicians are all talk and no action. Look at the solution, not the problem. Lets Make America Great Ag
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60 stories above President Obamas presidential candidates would have been disappointed in their candidates. Why didnt they get it?
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Now that Crooked Hillary Clinton has done it again, why didnt the debate they would have been saying that Obama has done nothing less?
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great night in New Hampshire! Thank you!
#MakeAmericaGreatAgain
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because of the United States of Anthony Weiner is not working. They have no credibility!
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President Obama wants to save our country because he would have been a fantastic person!
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A letter from last nights @GolfChannel at 9:00 A.M. Enjoy!
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1520 Tweets generated
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My @foxandfriends interview discussing ObamaCare and the American people at the White House
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official candidates with the Republican Party and the White House at the debate. Lets Make America Great Again!
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A very good poll results with President Obama will make America Great Again!
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join me in California!
#MakeAmericaGreatAgain
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successful people are worried about the situation on the border. What a disaster!
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so many people have nothing like a dummy who wants to run for President. Lets Make America Great Again!
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Thank you for all of your support!
#MakeAmericaGreatAgain
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use officials in the U.S., the other nations candidate that people are going to do with the truth. What a great night!
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Entrepreneurs: See yourself as victorious. Lets Make America Great Again!
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.@TrumpChicagos experience is the best part of the World Trade Center in Palm Beach
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1530 Tweets generated
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y@scottgues: @realDonaldTrump please run for president"
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great night in Wisconsin. Thank you for your support!
#MakeAmericaGreatAgain
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Quess what you want to see that @IvankaTrump was a great success.
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30 stories over African Americans are not working hard to do with their nuclear presidential candidates.
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First Amendment is a disaster for American people who dont want to save Americans in our country. We must put #AmericaFirst.
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A business is at a record high in the world. It is time to read their progress in the White House. This story is terrific!
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#MakeAmericaGreatAgain
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Keep your momentum. You have to love what youre doing, youll have to be successful.
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Remember that the Republican Party can stop this trade deficit with the people that they would have happened to the U.S.!
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just returned from Colorado on the White House and only charity all his records and life is doing great.
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1540 Tweets generated
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Xresident Obama says they can have a long time with their party from the history of the worst - they are not working.
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politicians have no chance to be successful and they would have accomplished the election.
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- and thats what I will not watch Celebrity Apprentice tonight. I am self-funding my business in Washington.
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new polls have been considering running for President Obamas record.
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using the debate last night at the @WhiteHouse this morning. Enjoy!
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zill be interviewed on @foxandfriends tomorrow morning. Enjoy!
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60 stories over the world Trade Center is the World Trade Center, who has been forced to do their healthcare in the world. It is perhaps the
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"@MarkMizzouSteel: @realDonaldTrump you are the only one who can get this country great again."
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.@TrumpScotland will be the future of the @WhiteHouse today at the Spring The Blue Monster at Trump Tower
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dont let the Democratic North Carolina for the United States. I will be great. Thanks.
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1550 Tweets generated
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400 infrastructure is always opportunities. This is not a plateau, it is time to lose it all with them.
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millions of dollars they have been nominated if you dont have energy, without energy you have to be pretty.
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I have been saying for yourself and youll be able to make a mistake and be tenacious.
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No matter how dishonest reporters want to save the U.S. from their election against their nations are doing into the White House.
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zero saved from Clinton campaign and the Republicans dont get tough and want to work together and have a complete disaster!
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finally forget to all of the people that they will not be allowed to be president.
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the @BarackObama has made the people of the United States.
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Via @MiamiHerald by @JenniferJJacobs: Donald Trump: Ill be on @foxandfriends
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All the way to success with all of those who wants to run for President Obamas records when it comes to the U.S.!
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800 of the small businesses, our country is in trouble.
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1560 Tweets generated
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so much for the Democratic Presidential Debate, I will be allowed to be a great president. Thats good business.
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14 stories above President Obama is not working for him. No wonder he would have gone to do something we should have been done!
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elections with the White House today to have America great again!
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xntrepreneurs: See yourself as victorious. Look at the solution, not the problem. Lets make America Great Again!
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Unbelievable ratings for being interviewed by the @WhiteHouse today at the Trump International Golf Links Scotland. Thank you!
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kin my live from New Hampshire Presidential debate poll-
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@DanScavino Thanks.
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we are going to be successful and the words will be great to see the Miss Universe Pageant will be a great evening!
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50 days until the Russians are now being involved in the U.S. history. #DemDebate
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An honor to welcome President Obama and the media put out a larger screen iPhone. Why didnt the people of the United States!
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1570 Tweets generated
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using the dishonest media is totally unprecedented.
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Crooked Hillary Clinton has been doing a failing New York City hotels in the World, but dont make anything better than they have been.
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entrepreneurs: See yourself as victorious, you can keep your focus. Think Like a Billionaire
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entrepreneurs: See yourself as victorious. Look at the solution, not the problem. Lets Make America Great Again!
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Obama is going to be disappointing in the United States. Our country is being careful down the deal.
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my @SquawkCNBC interview discussing @MittRomneys private club in the world, business contributions
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thank you to all of the wonderful article by @MariaBartiromo!
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50 days until after the election results in the world. We will MAKE AMERICA GREAT AGAIN!
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Do you believe that Crooked Hillary is laughing at the horrible Trump Signature Collection, except for the U.S. has something they dont have
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46 stories of people are amazing. Thank you for your support! #Trump2016
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1580 Tweets generated
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xuccessful people are working hard and tough, be smart, be personable, but dont have the best of the right direction!
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My @foxandfriends interview discussing @BarackObamas records with the presidential candidates
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Xreat to hear that the @WhiteHouse today will be interviewed on @foxandfriends this morning. Enjoy!
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Zightweight A.G. Eric Schneiderman, is doing a fantastic job of the Republican Party. They dont have a clue!
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Looking forward to being in South Carolina yesterday. Look forward to it!
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kin my lifetime I can say it and I will be back in Trump Tower....
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2017 The Old Post Office in Palm Beach, Florida Presidential Rand Paul
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(Thank you for your support! #Trump2016
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Obama is going to talk about the Democratic Convention in the United States, until they would have been number one.
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#MakeAmericaGreatAgain
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1590 Tweets generated
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do you think those who will never have been considered as president, you can possibly do in a deal is the best way to succeed.
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via @CNNPolitics by @JeffJlpa1: Donald Trump to speak at the White House
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how do you think that President Obama is desperate to be president?
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happy Birthday to have a great time in the White House with the first time in the U.S.!
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#MakeAmericaGreatAgain
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Keep your focus and never give up!
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#TBT With the failing @nytimes apologized to the White House this morning. Enjoy!
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my @FoxNews interview discussing the Democratic Presidential candidate of the Republican Party
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Unbelievable presidential candidates in the debate, @TrumpScotland are laughing at us.
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A strong leader is now leading in the United States. Thank you!
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1600 Tweets generated
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thank you @JebBush, I will work hard and never let you down. Make America Great Again!
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for all of those who should have been interested in business. They are not going to be sure they will never change the world.
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First Virginia with @DanAmira and @TheBrodyFile on @foxandfriends this morning. Enjoy!
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40 of the greatest golf course in the country, with all of the people in the first place in New Hampshire - a great honor!
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, this will be the most important thing that they will start making it against the American people. It is time to represent charges!
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60 stories over President Obama is totally unable to do with their plans from ObamaCare and all of the money.
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#MakeAmericaGreatAgain
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/CelebApprentice Winner of the @ApprenticeNBC. This weekend is a true champion. #CelebApprentice
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kits beautiful the business is the only one who can get this country because they dont have a person who wants to save our country.
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.@marcorubio, who was great on @foxandfriends this morning. Thank you!
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1610 Tweets generated
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50 days until after every politician have been saying that the Republican Party has done it and will be great again.
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Join me in Charlotte, North Carolina at the media reporting of my book CRIPPLED AMERICA.
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You can make America great again. We are not even closely begging for yourself. Think Like a Billionaire
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Hillary Clinton still has no credibility and disgusting of wind turbines.
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For those of the terrorists that the American people want to save our country with the U.S. Senate. They will not have the same.
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86 of the U.S. manufacturing security article in order to start releasing the White House.
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Congratulations to @TrumpScotland officially last night!
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:@William86: @realDonaldTrump should run for President in 2016?"
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i had a great time in Charlotte, North Carolina. We will MAKE AMERICA GREAT AGAIN!
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just returned from Clintons and the Democratic Party tonight at 8 PM EST on NBC. Enjoy!
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1620 Tweets generated
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great night in Washington, D.C. for all of the great State of Celebrity Apprentice. Thank you!
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its amazing that @MittRomney has done lots of time. Thank you!
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)@realDonaldTrump says the White House would be a better place!" Thanks!
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Be sure to vote for @ApprenticeNBC tonight at 8:00 P.M. Enjoy!
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- @BarackObama is a disaster for his records, including the U.S. for the American people!
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Quess what is wrong with the White House will be a great time in New York. We are going to MAKE AMERICA GREAT AGAIN!
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#TBT With the White House today with the last election this weekend. It will be a great honor.
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do you think should be ashamed of you in the dishonest media. They should be proud of you. Think Like a Billionaire
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millions of dollars of the worst President I would have been consistent and never give up.
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Be tough, be smart, be personable, but dont take things personally. Thats where theyre coming back. Watch.
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1630 Tweets generated
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- but the new reality, they are not going to be very nice to make the best of the people.
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Congratulations to @ApprenticeNBC on the dishonest media not to think of my campaign. Jeb is the best president!
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President Obama has no politicians who have been treated terminated for the world. Its time to build a wall!
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:@MissUniverse22: @realDonaldTrump @foxandfriends I would vote for you in 2016!"
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80 days until the U.S. is now being played into the leadership of the U.S. Open. I wonder if they would have been saying that I would have b
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y@michaelmachene: @realDonaldTrump You are the only person on the right track and love the first time. Thank you!"
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Why do the Republican Party is going to be successfully understand that they have been disappointed!
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Fortunately, the dishonest media is being built in the world. We must build a wall!
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like the haters and losers understand that people are so politically correct about the world. Its time for him.
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!@FrankLuntz is the only candidate that was a great job tonight at 9 PM ET on NBC.
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1640 Tweets generated
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"@KarenHaywood3: @realDonaldTrump You are the best president" Thanks.
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You have to love what you want to succeed you would be ashamed.
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Xreat to hear that @BarackObama is politically correct about the United States of American workers from the ObamaCare website.
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/barackObama is going to MAKE AMERICA GREAT AGAIN!
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(Hopefully South Carolina will be great news
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love the signature collection of the Apprentice tonight at 9:00 P.M. on @FoxNews. Enjoy!
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Sorry forward to speaking at the @WhiteHouse today with @jacknicklaus on Sunday morning. Enjoy!
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Do you think Obama refuses to stop this trade deficit with the worst and their own election?
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i will be interviewed on @foxandfriends this morning. Enjoy!
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1650 Tweets generated
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, who wants to represent our election against Bernie Sanders with the presidential candidate of the fact that he will never have been consid
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Why does @CNBC is the best thing that they didnt run for president? Lets Make America Great Again!
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50 stories above President Obama is totally unable to save Americans who knows what they have really bad.
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Xresident Obama is not fatal: it is the people that have been doing in the right direction. When will they went out of the U.S.!
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@BarackObama is laughing at us. We must get tough and leadership and we will win!
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if you dont have the best interest politicians who didnt know what you will be the president. Its a very empowering attitude.
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will be interviewed on @foxandfriends tomorrow morning. Enjoy!
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its beautiful that President Obama is going to be so lucky for his terminated against ISIS. Why didnt they have to do?
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happy New Year to all of those who have been saying this weekend to be able to have the right direction.
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Unbelievable evening in the debate, @TrumpTowerNY features a great honor for me on @MorningJoe at 7:00 P.M. Enjoy!
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1660 Tweets generated
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Obama is not fatal: it is time for me to be president, but I have nothing to be passed away. He is the only one with them!
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- will be interviewed on @foxandfriends this morning. Enjoy!
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#MakeAmericaGreatAgain
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We are going to MAKE AMERICA GREAT AGAIN! #Trump2016
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, billions of dollars for the world Trade Center in Washington, D.C., they are not a plateau, it is too late!
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Xreat new poll! Thank you to everyone for your support! #Trump2016
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Keep the big picture in mind. There are always opportunities and possibilities, including the death penalty for the truth.
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Fact that you can keep your focus on your goals, not your focus and trying to be successful and will win.
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my @SquawkCNBC #TrumpTuesday interview discussing ObamaCare in 2016
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!@seanhannity
"@realDonaldTrump you have my vote"
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1670 Tweets generated
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40 of the great honor of the American people that they dont have the silent manufacture in our country in the United States.
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0nder @BarackObama has allowed the debt ceiling that he can make a deal with the United States of Americans in the U.S. Open.
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Thank you for your support! #Trump2016
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Some leadership is no longer up to knowledge out the money. They are all talk and no action. What a great evening!
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@chrisl54 Thanks.
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No surprise that the Republicans have been considering for Obamas presidential candidates, they wouldnt take care of the U.S.
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(Congratulations to @StephenBaldwin7 on winning New York Times, in D.C. tonight at 8 PM EST on NBC.
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Quess what a fantastic day in New Hampshire and their interviews with the debates and totally biased.
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will be interviewed on @foxandfriends on Monday at 7:30 A.M. Enjoy!
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400 days until the Republican Party is all talk and no action. I never went bankrupted that they are not controlled by lobbyists.
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1680 Tweets generated
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Just arrived in Washington, D.C.
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join me in Washington, D.C. at the Trump National Doral in Miami tomorrow night!
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Why does @CNN Poll just released? They have been done looking at the dishonest person in the world. Will be a great deal.
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50 stories about my presidential candidates in the first place, and you have to lose their election. They have been confidentially unable to
========================================================================================================================
via @BreitbartNews by @TheRealMarilu: "Donald Trump plans golf courses in Pennsylvania Avenue
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"@MichaelDavisJen: @realDonaldTrump @foxandfriends you are my inspiration to you are going to start reading your books."
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, and you will win this country because they can do much better than ever before.
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90 stories over the debt ceiling and how much is the most important quality in the world. Thank you!
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80 stories over the United States with the U.S. in order to pay for the U.S. with the U.S. in the White House
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96 stories are all over the people of South Carolina. We will MAKE AMERICA GREAT AGAIN!
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1690 Tweets generated
________________________________________________________________________________________________________________________
Congratulations to @TrumpTowerNY and he will understand the @ApprenticeNBC tonight at 8PM EST!
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46 stories above the World Trade Center, who wants to run against Obamas foreign policy officers!
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/MakeAmericaGreatAgain
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so much for the nice comments about the White House.
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40 of the wonders of the debt ceiling in the White House today about the solution, not the people of the United States. They are no longer w
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at the White House today with Republican Party and make America Great Again!
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kin Obama is trying to be president of this year. This is a great evening!
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Entrepreneurs: See yourself as victorious. Lets Make America Great Again!
========================================================================================================================
Xreat article by @MittRomney in New Hampshire. Thank you for your support! #Trump2016
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For all of those who have to lead the United States of America. They are all talk and no action. Think Like a Billionaire
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1700 Tweets generated
________________________________________________________________________________________________________________________
You have to love what you want to be President. Thats what you want to be able to follow.
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via @thehill by @melaniebatley: Donald Trump: I WILL MAKE AMERICA GREAT AGAIN!
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/MakeAmericaGreatAgain
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(Thank you North Carolina! #Trump2016
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via @NewsmaxMedia by @melaniebatley: Donald Trump on Turnberry:
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zow, the really nice statements who have been a fantastic day. The best way to start winning the debate!
========================================================================================================================
via @NewsmaxMedia by @mboyle1: "Donald Trump says he couldnt get tough and respected
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really enjoyed the really nice person of the Apprentice because he should have been forced to be able to stop this event.
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Quarantine @TrumpScotland had his record setting the American people.
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1710 Tweets generated
________________________________________________________________________________________________________________________
!@AlexSalmond This weekend more than the debate of people that have been saying that they have no credibility in the White House.
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Via @NewsmaxMedia by @JeffJlpa1: Donald Trump to speak at Trump National Golf Club Turnberry, Scotland makes a video
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so many people who never had a great time in the United States of America. He will make America Great Again!
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xuccess is going to be successful as an opportunity to succeed is not a plateau, its a beginning.
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#MakeAmericaGreatAgain #Trump2016
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Remember when you see that yourself you dont, no one else will win. Think Like a Billionaire
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President Obama wants to save Americans who will do much better than the difference between the President!
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50 states are laughing at the White House.
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great night in Washington, D.C. tomorrow morning at 7:00 P.M. on @NBC.
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unemployment is going to change the death penalty for the American people.
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1720 Tweets generated
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70 of the greatest people of North Carolina, we should have been created and really leadership of his wonderful people. Will be great!
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:@MichaelRavisson: @realDonaldTrump we need you to run for President in 2016! He is very nice!"
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congratulations to @TrumpTowerNY for your competitors course in the White House.
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Just got a wonderful thing to do with the people of Ireland and the White House today with the very beginning! Thank you!
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"@MichaelRivers: @realDonaldTrump what a great president of United States of America needs you!"
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/CelebApprentice Winners see how classified information is closing up their career politicians are all proud.
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#MakeAmericaGreatAgain
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questions are not even closely because they can never give up. Lets Make America Great Again!
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President Obama is too smart, be personable, but he would have been a fantastic person!
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Hillary Clinton wants to do that the White House will be far more than the death penalty for the U.S.!
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1730 Tweets generated
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Congratulations to @BarackObama on his speech tonight at 8 PM EST on NBC. I will be there!
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Crooked Hillary Clinton wants to raise taxes because of their healthcare plans to financial success.
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(Obamacare is a masterpiece of friendship. This is the best in the world. #Trump2016
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Obama is not a democration of all time he cant beat the same old energy on the Apprentice. They are no longer talking about!
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Xreat job on @foxandfriends this morning. Enjoy!
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.@TrumpNewYork is the only candidate who will be the greatest of the world. Great going!
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#MakeAmericaGreatAgain
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Under @BarackObama is not a plateau, it is not a plateau, its a beginning.
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using a great evening in Benghazi today with my wife, Colorado tomorrow night!
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Just as I predicted, ObamaCare is a disaster. Americans were no longer with their healthcare.
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1740 Tweets generated
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Via @NewsmaxMedia by @TheBrodyFile: "Donald Trump: Obama and Obama Incredible"
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"@michaeljohnson: @realDonaldTrump @DanAmira @NYMag is the most inaccurate to see that youre running for President in 2016?" Thanks!
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xntrepreneurs: Believe in yourself. Think Like a Billionaire
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questions are going to get tough, be smart, be personable, but dont have a clue!
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questions are working hard and not working. You have to be so surprised that they would have been a fantastic job.
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"@TheRealZach49: @realDonaldTrump youre a brilliant man in the White House. #Trump2016"
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?@CNN is so great to see that @nytimes is a total disaster. The Republicans should not have a closer of their nations they wouldnt have been
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I am the only person of the Democratic President of the United States. They should immediately need the price of president.
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Entrepreneurs: See yourself as victorious. Lets Make America Great Again!
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You have to love what you want to be the next president." - Think Like a Billionaire
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1750 Tweets generated
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ze should be allowed to be the same for Obama and others in the world. Lets Make America Great Again!
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entrepreneurs: See yourself as victorious. Lets Make America Great Again!
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Via @GolfweekMag: "Donald Trump to speak at the White House and Trump National Golf Links Scotland
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0nder @BarackObamas campaign
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Keep your momentum, or whatever you win.
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congratulations to @StephenBaldwin7s part of the @ApprenticeNBC and he will have a great time in New Hampshire. Enjoy!
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off of the difference between people that doesnt run for President Obama is going to be stronger than any other than you will.
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200,000 Americans have to lead the US citizens on the state of the debate tonight at 8 PM EST on NBC.
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join me in Charlotte, North Carolina. Time for a really big crowd expected.
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y@michaelfaires: @realDonaldTrump If you run for president, we need you to run for President in 2016!"
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1760 Tweets generated
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President Obama is not fatal: it will be very special person and many other countries are not going to do with the big picture.
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"@DanScavino: .@realDonaldTrump would make a great president of the United States of America. I will work hard and never give up!"
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$3 billion dollars for a massive border will never be allowed to be stronger!
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50 stories above the United States of American Airlines Center in New Hampshire Poll -
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Entrepreneurs: Keep your focus and be president, you are always opportunities.
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kin really bad interview with @gretawire tonight at 10:00 P.M. Enjoy!
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Via @BreitbartNews by @mboyle1: "Donald Trump plans for President, I wouldnt be a better place.
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questions are looking good!
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80 stories over the United States of American Executive Order on the Presidential race
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Do you think China wants to raise taxes on the world. We must build a wall to be the best golf course in the U.S. Open. We are going to MAKE
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1770 Tweets generated
________________________________________________________________________________________________________________________
!@DanScavino
"@realDonaldTrump please run for president in 2016" Thanks.
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Why does @FoxNews for the dishonest media is strong? If you dont, no one else will never change. Be correct!
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An incredible interview with the @NewsmaxMedia and @MittRomneys private statements about the @WSJ recovery.
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50 stories over the United States for the U.S., and then they would have been dishonest and not working for his wife will.
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an honor to receive the Apprentice tonight at 8 PM EST on NBC.
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No surprise....... President Obama is going to be stronger than any other countries.
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?@BillMaher has continuing to take the debate in the world. Its a great person!
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Great meeting with the Iranian nuclear project in the ObamaCare website. Thank you!
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y@Cherylynn: @realDonaldTrump you are the only president that would be our next president. #Trump2016"
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1780 Tweets generated
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discussing the United States could be forced to be the presidential candidate of the United States. They dont have a clue!
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Do you think Crooked Hillary Clinton made a big crowd of people in the world, except money to save American workers.
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us with the situation of the United States of Anthony Weiner running for President Obamas term.
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how much money is really bad attention to the White House with a larger screen iPhone screen. They will never change!
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80 stories about Republican Party of the United States will be interesting.
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Negotiation is an entrepreneur is not a plateau, its time to be proud of you in the right time. Think Like a Billionaire
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600 said illegal immigration will be a special interest group of the fact that he should not be allowed to be the best story.
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next weeks are the only person of the Democratic Presidential Debate.
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will be interviewed on @foxandfriends at 7:00 A.M. Enjoy!
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76 stories above President Obama, if Obama refuses to stop the dangerous of Americans between the American people.
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1790 Tweets generated
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zill be interviewed on @foxandfriends at 7:00 A.M. Enjoy!
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bernie Sanders has been doing the debate, but not the people that have been saying that they will take care of our economy.
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A great honor to receive the 2012 presidential election that @BarackObama is not a difference in the White House.
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:@ChristopherCedia: @realDonaldTrump please run for President!"
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Remember this weekend in the Senate of the Year tonight at 9:00 P.M. Enjoy!
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xntrepreneurs: Trust your instincts and dont extend your business.
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30 stories above the U.S. in order to make a difference because of ObamaCare is a disaster!
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0nder Obamas policies have been doing well and be tough, be smart, be personable.
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You have to love what you want to be so badly, you have to love what youre doing.
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ust questions about Donald J. Trump Signature Collection, exclusively available @Macys, offers top 2016 views
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1800 Tweets generated
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Do you think China took over the difference between the future of the dishonest politicians who knows what the hell is going on?
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Obama is not a plateau, its a beginning. They will never change their protection. They dont have a clue!
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"@andrew21: @realDonaldTrump for president"
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(Congratulations to @StephenBaldwin7s on @NBCNews @CNN @GolfDigestMag for the nice words!
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- a total waste of time with Iran before their father will do great.
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/MakeAmericaGreatAgain
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kin the really nice statement on @foxandfriends this morning. Enjoy!
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leadership is considering running for President. They would have been fired out there.
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join me in Washington, D.C. tomorrow at the 2016 Trump National Doral in Miami tomorrow at 7:00pm! #Trump2016
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questions are all talk and no action. This is the best place in the right direction. They dont have a clue.
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1810 Tweets generated
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Entrepreneurs: See yourself as victorious. Lets Make America Great Again!
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Without passion you dont have energy, without energy you have nothing. Albert Einstein
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Via @BreitbartNews: "Donald Trump says he wouldnt have been disappointed"
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#MakeAmericaGreatAgain
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80 stories above President Obama, who was terrible that the Democratic President is going to lose their election.
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bernie Sanders have been saying that they will not have a clue. Why doesnt have a chance to do with the first place?
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Entrepreneurs: Be tough, be smart, be personable, but dont know what youre doing.
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every poll - thank you!
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offer that I would have been asking about the White House and didnt report the world. We are all proud of you!
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personally, I never went bankrupt you would have been a better place when you can do it. There are always opportunities.
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1820 Tweets generated
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Just arrived in Trump International Golf Links Scotland have been watching the debate tonight at 8:00 P.M. Enjoy!
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Why does @FoxNews for all of these politicians and our properties are doing great to see that they know that they have no ratings!
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I will be interviewed on @foxandfriends at 7:00 A.M. Enjoy!
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Entrepreneurs: Successful people are the only person who can turn this country because he is not fatal: it is the best deal.
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You have to learn the building in the United States of American people. They are always opportunities.
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0nder @MittRomneys private club in the White House and his records and dishonest reporting. They dont have a clue!
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so many people are not going to be successful and because he has much better than they have been dishonest.
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/Trump2016 #MakeAmericaGreatAgain
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xntrepreneurs: See yourself as victorious. Look at the solution, not the problem. Look forward to it!
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zow, just said that I have the golden rule of winning the election. They are not going to be the best interest in the dishonest media. Thats
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1830 Tweets generated
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60 stories about the United States of American workers from the world. People are all talk and no action. MAKE AMERICA GREAT AGAIN!
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part of the new Doral in Miami and the Democratic Partnership with his wonderful people!
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Entrepreneurs: See yourself as victorious. There are always opportunities. Think Like a Billionaire
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0nder @BarackObama is trying to bring our country in the first election. The American people in the World Trade Center is a fortune.
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/CelebrityApprentice whose people are going to take over the U.S.A.G. to the White House and make America Great Again!
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Negotiation tip #1: @realDonaldTrump is the only one who can fix this country back on track."
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)... it is going to have a country because he is a little thing to do what is happening.
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Thank you for your support! #Trump2016
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Republicans are not doing in the right time with the death penalty for the American people. Look forward to it!
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1840 Tweets generated
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A lot of people who did not show you have been saying that he wants to run for President. They cant handle the truth!
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30 stories of people are going to be President, I would have been a fantastic people of the United States, but we dont have a chance.
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Xolls should not be released. They will never have been treated terrible that I would have gone to look at the solution.
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/MakeAmericaGreatAgain
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Why does @CNN one of the best interview with the Clintons and the other night?
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My @gretawire interview discussing the debt ceiling in the White House today with the White House.
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@alancravey Thanks.
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xntrepreneurs: See yourself as victorious. Being successful requires nothing less than 100 of your concentrated effort.
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kits beautiful things in the right direction, the real deal with the present. Thats the best way to start thinking.
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of ObamaCare is a disaster. We must put #AmericaFirst.
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1850 Tweets generated
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Will be interviewed on @foxandfriends at 7:00 A.M. Enjoy!
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Do you think @BarackObama is not a plateau, its a beginning. They are all proud of you in the world.
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- all the way to win the debate, you can make a difference because he is a disaster.
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Now that our country is strongly considered by the most important election that we dont have a clue.
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y@KarlRove interview with @realDonaldTrump and @RealDonaldTrump and the worlds greatest business man in the White House!"
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President Obama is going to be successfully under the business tool...
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70 stories above the United States, the luxury presidential candidates
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So many people love the solution, not the present. Thats what you want and keep your focus on your goals.
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Lightweight @AGSchneiderman is doing a fortune on foreign policy. They will not be released.
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@BarackObama is not working on foreign policy in the upcoming All-Star @CelebApprentice. See you soon.
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1860 Tweets generated
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like the worst President Obama is not a disaster for American history.
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net the Trump National Doral tomorrow night at 8:00 P.M. Enjoy!
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A very good idea what the president of Scotland courage is being forced to be president. Its time to protect them that it will be respected.
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dopey Sugar @LordSugar I agree!
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really enjoyed the time to take responsibility for Americans. We are all proud of you!
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0nder @BarackObama is not a plateau, it is a disaster at the U.S. in the world. Thank you!
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Obama will not be in the world. Thank you!
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Because he is a chance to be the best thing that is the best thing that is going to be successful. - Think Like a Billionaire
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60 stories above the Republican Party and losers (cont)
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for all of the great workers of this weeks All-Star Celebrity @ApprenticeNBC tonight at 8pmE on @FoxNews. Enjoy!
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1870 Tweets generated
________________________________________________________________________________________________________________________
Keep your momentum, a lot of people that have the best person in the world. Thats what you want to be tough!
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Remember, if you dont pay to everything you can about what youre doing." - Think Like a Billionaire
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dont think that the people of New York Times will only get better than the present.
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Thank you for your support! #Trump2016
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More Bush spending in the world, but not our country will be ashamed of his first time.
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Happy Birthday to @DanAmira and @NBC at 9 PM EST on NBC.
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US trade deficit will be in the debate of the Presidential candidates, the difference between ObamaCare, they would have been doing in the U
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, for the worst I will not be presidential and remain open for the U.S. Senate. They would have been doing well with the video.
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Entrepreneurs: Successful people are always opportunities. Think Like a Billionaire
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:@williamgardanis: @realDonaldTrump Thank you for being in your help save our country because you would be a great President! #Trump2016"
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1880 Tweets generated
________________________________________________________________________________________________________________________
Unbelievable evening in Chicago is a disaster for the United States. This will never have been dealt with the very impressive.
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Obama is going to do with the U.S. with their nuclear deal together.
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#MakeAmericaGreatAgain
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30 stories about the Chinese are doing well-spending talking about the economy. We will MAKE AMERICA GREAT AGAIN!
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Hillary Clinton is a total waste of time, have no credibility - it will be great to see that we are going to MAKE AMERICA GREAT AGAIN!
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for all of those who needs to start reading China others are all talk and no action. They would have been a disaster!
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questions are doing a great job on Fox and Friends this morning. Thank you!
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19 stories about @MittRomneys private security and prayers from a natural date of the United States.
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$1 trillion in downtown New York City, I am concerned about her e-mails with the President.
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I will be interviewed on @foxandfriends now. Enjoy!
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1890 Tweets generated
________________________________________________________________________________________________________________________
62 stories about President Obama, it is all talk and no action. They are not a politician, nobody else doesnt work.
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800 of the wonderful democratic person I predicted that Obama is not a total disaster.
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(cont)
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zill be interviewed on @foxandfriends tomorrow morning. Enjoy!
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new poll numbers. Thats why I like the best thing that he was so great.
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President Obama wants to represent the American people to do with the U.S. history. Not a great healthcare place!
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Hillary Clinton is a disaster at the debate. Why didnt the better than the terrorists?
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Keep your focus on the dishonest media is not a plateau, its a beginning.
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Keep your momentum. We need to be the best president. You are a winner!
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14 stories about @MittRomneys private sector coach with respect for Americans have been forced to disaster.
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1900 Tweets generated
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Entrepreneurs: See yourself as victorious. Look at the horrible attack. Its a beautiful person.
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watch this election time at the @WhiteHouse this morning.
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Thank you!
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A very good people at the debate on Trump International Golf Links Scotland. I will be very impressive!
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50 million dollars out of the decisions of the United States, used to be on the right people. Thank you!
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Under @BarackObamas birth certificate, the United States needs to be able to save the first place.
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40 leaders have been saying that the White House wants to save Americans committed to prepare for the U.S. from the world. We will MAKE AMER
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My @SquawkCNBC interview discussing the Democratic Partnership of President Obama via @NewsmaxMedia
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really nice, great new poll- thank you!
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new this weekend in Washington, D.C. tomorrow morning at 7:00 P.M. - will be interesting!
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1910 Tweets generated
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!@TheRealMarilu
"@realDonaldTrump you have my vote"
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- Jeb Bush should have been able to see that they are going to have a clue. They are not going.
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just got back from New Hampshire. Will be great to see that the Apprentice will be a great time.
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I will be interviewed on @foxandfriends at 7:00 A.M. Enjoy!
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With the dishonest people of our election in Washington, D.C. in the world, and beautiful, the @nytimes writes that they didnt have a clue!
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@MacMiller is a disaster for his records and losing their election. They would have been a fantastic guy.
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President Obama should stop Obamas presidential candidate that they would have been doing in the White House will be missed.
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Quess what you have to love what you want to be successful in yourself.
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all of those who wants to see that the U.S. is going to be the debate tonight.
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.@TrumpScotland course @TrumpScotland will be a tremendous crowd of all times. Also, he will deliver the White House and make America Great
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1920 Tweets generated
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#MakeAmericaGreatAgain
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2016 Ted Cruz didnt report the first presidential candidate of the United States and their nuclear deals. They would have accomplished and p
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Why doesnt the Democrats are not continuing to do with the American people and didnt want to meet with his decision.
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Crooked Hillary Clinton is completely out of the people that they were leadership. They have no chance to win!
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before it is too late, but doesnt know what you want to do something you can about what youre doing.
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Univision is a disaster for the United States of American heroes who wants to be President.
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official lied of the dishonest media continued to be President. There is no excuse for the U.S.!
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us in the dishonest person of the people of the United States of American workers. They dont have a clue!
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Zooking forward to keynoting the @FoxNews tonight at 10pmE on @FoxNews. Enjoy!
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y@ApprenticeNBC: @realDonaldTrump would be the next president of the United States of America. Great interview!"
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1930 Tweets generated
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xntrepreneurs: Keep the big picture in your focus in your goals.
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!@JebBush had a great time in Des Moines, Iowa, will be a total loser.
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"@fackinpeter: @realDonaldTrump @FoxNews Mr. Trump, I would vote for you in 2016!" Thanks.
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beautiful evening in South Carolina tomorrow night!
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Unbelievable evening in Cleveland, Ohio. Thank you for your support! #Trump2016
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Looking forward to speaking at the @WhiteHouse today at the @WhiteHouse today with @MELANIATRUMP.
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xuccessful people are always opportunities. If you dont, no one else will. - Think Big
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really nice story in the U.S. Senate. Thank you for your support! #Trump2016
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, you will win in 2016 to the White House today that when it comes to Obamas premium increases. This is a MOVEMENT!
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0.S. Eric Schneiderman is now putting out of controlled by the solution, not the people of the United States.
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1940 Tweets generated
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Great new poll - thank you!
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discussing @TrumpTowerNY features a spectacular place will be a tremendous speech tonight at 9 PM EST
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You have to love what you want to know what you can accomplish. - Think Big
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.@MittRomney will be great to see the United States of All-Star Celebrity @ApprenticeNBC
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the ObamaCare website is doing against the United States. They will not be allowed to do with their protection.
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Why would Obama think the people are rigged and they have no idea for the President. They have no chance?
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---------------------------------------------------------------------------
KeyboardInterrupt Traceback (most recent call last)
<ipython-input-75-63eef7d57b8e> in <module>()
1 # generated_tweets = []
2 while True:
----> 3 generated_tweets.append(beam_search_tweet(b=5))
4 print(generated_tweets[-1])
5 print("="*120)
<ipython-input-61-afc8f0767447> in beam_search_tweet(b, softmax_select, pad_factor, init_sequence, output_all)
33
34 for idx in range(hypotheses.shape[1], TWEET_LEN):
---> 35 hy = model.predict(hypotheses)[:, idx-1, :]
36 possibilities = []
37 # Generate value (quality*possibility) with new hypotheses for every new possibility - hypothese combination combination
F:\Programme\Anaconda\lib\site-packages\keras\models.py in predict(self, x, batch_size, verbose)
907 if self.model is None:
908 self.build()
--> 909 return self.model.predict(x, batch_size=batch_size, verbose=verbose)
910
911 def predict_on_batch(self, x):
F:\Programme\Anaconda\lib\site-packages\keras\engine\training.py in predict(self, x, batch_size, verbose)
1515 f = self.predict_function
1516 return self._predict_loop(f, ins,
-> 1517 batch_size=batch_size, verbose=verbose)
1518
1519 def train_on_batch(self, x, y,
F:\Programme\Anaconda\lib\site-packages\keras\engine\training.py in _predict_loop(self, f, ins, batch_size, verbose)
1139 ins_batch = _slice_arrays(ins, batch_ids)
1140
-> 1141 batch_outs = f(ins_batch)
1142 if not isinstance(batch_outs, list):
1143 batch_outs = [batch_outs]
F:\Programme\Anaconda\lib\site-packages\keras\backend\tensorflow_backend.py in __call__(self, inputs)
2266 updated = session.run(self.outputs + [self.updates_op],
2267 feed_dict=feed_dict,
-> 2268 **self.session_kwargs)
2269 return updated[:len(self.outputs)]
2270
F:\Programme\Anaconda\lib\site-packages\tensorflow\python\client\session.py in run(self, fetches, feed_dict, options, run_metadata)
765 try:
766 result = self._run(None, fetches, feed_dict, options_ptr,
--> 767 run_metadata_ptr)
768 if run_metadata:
769 proto_data = tf_session.TF_GetBuffer(run_metadata_ptr)
F:\Programme\Anaconda\lib\site-packages\tensorflow\python\client\session.py in _run(self, handle, fetches, feed_dict, options, run_metadata)
963 if final_fetches or final_targets:
964 results = self._do_run(handle, final_targets, final_fetches,
--> 965 feed_dict_string, options, run_metadata)
966 else:
967 results = []
F:\Programme\Anaconda\lib\site-packages\tensorflow\python\client\session.py in _do_run(self, handle, target_list, fetch_list, feed_dict, options, run_metadata)
1013 if handle is None:
1014 return self._do_call(_run_fn, self._session, feed_dict, fetch_list,
-> 1015 target_list, options, run_metadata)
1016 else:
1017 return self._do_call(_prun_fn, self._session, handle, feed_dict,
F:\Programme\Anaconda\lib\site-packages\tensorflow\python\client\session.py in _do_call(self, fn, *args)
1020 def _do_call(self, fn, *args):
1021 try:
-> 1022 return fn(*args)
1023 except errors.OpError as e:
1024 message = compat.as_text(e.message)
F:\Programme\Anaconda\lib\site-packages\tensorflow\python\client\session.py in _run_fn(session, feed_dict, fetch_list, target_list, options, run_metadata)
1002 return tf_session.TF_Run(session, options,
1003 feed_dict, fetch_list, target_list,
-> 1004 status, run_metadata)
1005
1006 def _prun_fn(session, handle, feed_dict, fetch_list):
KeyboardInterrupt:
In [64]:
beam_search_tweet(b=500, output_all=True)
Out[64]:
['President Obama is going to MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #CelebApprentice',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #AmericaFirst #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Watch here: ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#TrumpPence16 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Lets MAKE AMERICA GREAT AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #TrumpTrain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN.',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Debate ',
'President Obama is going to MAKE AMERICA GREAT AGAIN. ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN, MAKE AMERICA GREAT AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #TrumpTrain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you.',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #DrainTheSwamp ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #AmericaFirst???? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! THANK YOU!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #BigLeagueTruth #DrainTheSwamp ',
'President Obama is going to MAKE AMERICA GREAT AGAIN?',
'President Obama is going to MAKE AMERICA GREAT AGAIN',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #TrumpPence16 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN. MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! ?? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou ',
'President Obama is going to MAKE AMERICA GREAT AGAIN? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Will be back soon!',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #AmericaFirst ',
'President Obama wants to run for President of the United States. ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #AmericaFirst ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #INPrimary #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thanks!',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#AmericaFirst???? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #AmericaFirst ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Make America Great Again! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thanks.',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #AmericaFirst',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA SAFE AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Watch: ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Watch here: ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, my great honor.',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #MAGA ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MAGA ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thanks. ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#AmericaFirst ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #DebateNight ',
'President Obama wants to run for President of the United States!',
'President Obama is going to MAKE AMERICA GREAT AGAIN. MAKE AMERICA GREAT AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Make America Great Again! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Oscars',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #NYPrimary ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain\n ',
'President Obama wants to run for President of the United States! ',
'President Obama wants to run for President of the United States. ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Lets MAKE AMERICA GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Lets MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #SuperTuesday',
'President Obama is going to MAKE AMERICA GREAT AGAIN? #CelebApprentice',
'President Obama is going to MAKE AMERICA GREAT AGAIN, MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Lets Make America Great Again! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain"',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #CaucusForTrump ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! See you soon!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you for your nice words!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #VoteTrump ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#NevadaCaucus ',
'President Obama wants to run for President of the United States! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #INPrimary #VoteTrump #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Look forward to it!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #Debates2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Join us! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! ??',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #VoteTrump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #VoteTrump ',
'President Obama wants to run for President of the United States! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, what a great honor!',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Debate',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN?',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Lets Make America Great Again! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #DebateNight ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #INPrimary #VoteTrump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Lets MAKE AMERICA GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #SuperTuesday ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN.',
'President Obama wants to run for President of the United States.',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Work hard and never give up!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 Video: ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you for your support!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #ImWithYou #AmericaFirst ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #CaucusForTrump #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, my great honor!',
'President Obama is going to MAKE AMERICA GREAT AGAIN, MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#NevadaCaucus ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #AmericaFirst???? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #VoteTrump',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #BigLeagueTruth #Debate ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, what a great evening!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA SAFE AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #BigLeagueTruth ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #DrainTheSwamp ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you for all of you!',
'President Obama wants to run for President of the United States. ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#NYPrimary ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thanks. ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #VoteTrump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Look forward to it! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain. ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #CaucusForTrump #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #Debate ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 Watch: ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #INPrimary #VoteTrumpPence16 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 Video: ',
'President Obama wants to run for President of the United States!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #AmericaFirst. ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain.',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you for all!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #Trump2016 ',
'President Obama wants to run for President of the United States. ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #AmericaFirst',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #AmericaFirst #ImWithYou ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 \n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Work hard and never give up.',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #TrumpPence16 #MAGA ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain #Trump2016',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #CelebApprentice ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 #MakeAmericaGreatAgain! ',
'President Obama wants to run for President of the United States.',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Will be interesting!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Look forward to it.',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #MAGA ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #AmericaFirst #MAGA ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #AmericaFirst????',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Looking forward to it! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! ?? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #AmericaFirst #ImWithYou',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #AmericaFirst #Debate ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #VoteTrump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #VoteTrumpPence16 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #AmericaFirst????',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN. ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you for the nice words!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! Watch: ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, MAKE AMERICA GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #VoteTrumpSC',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! #CelebApprentice',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #AmericaFirst???? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #VoteTrump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#Trump2016 #VoteTrump ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #INPrimary #VoteTrump ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #INPrimary #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #CaucusForTrump ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \nVideo: ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain ???? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thanks for the nice words!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #AmericaFirst????? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #INPrimary #VoteTrump ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#Trump2016 #MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! #CelebApprentice',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Work hard and never let you down.',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 \n#MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you for your kind words.',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #AmericaFirst #ImWithYou ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Looking forward to it!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #ImWithYou #MAGA ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #AmericaFirst) ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain???? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#Trump2016 #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA SAFE AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Lets MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MAGA???? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #CaucusForTrump #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #ImWithYou ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #DrainTheSwamp #Debate ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 #MAGA ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #INPrimary ',
'President Obama is going to MAKE AMERICA GREAT AGAIN. MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #ImWithYou ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, MAKE AMERICA GREAT AGAIN! #CelebApprentice',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you for the nice words.',
'President Obama is going to MAKE AMERICA GREAT AGAIN. MAKE AMERICA GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you for your support.',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #BigLeagueTruth #Debate #BigLeagueTruth ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#Trump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you for your nice words.',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #AmericaFirst #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #AmericaFirst?????? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 #AmericaFirst ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN???? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, MAKE AMERICA GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #CaucusForTrump #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN!!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA SAFE AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #AmericaFirst #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! #CelebApprentice',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! Watch here: ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #Trump2016 #MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Look forward to it! #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #AmericaFirst??????? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you for your support!\n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #INPrimary #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 \n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #BigLeagueTruth #Debates2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA SAFE AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN?',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain. ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! Thank you!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you for your support!\n#MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain\n#Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA SAFE AND GREAT AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #ImWithYou',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #AmericaFirst?????????? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! \n',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! \n#Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain! \n',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you for your support!\n#MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #Trump2016 #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #INPrimary #VoteTrumpSC',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! #AmericaFirst ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #VoteTrump #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #AmericaFirst ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA SAFE ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain \n',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain\n ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain????',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #CaucusForTrump #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Work hard and never let you down. Make America Great Again! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you for your support! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #VoteTrump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #ImWithYou #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #VoteTrump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! #AmericaFirst ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 \n#MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#DrainTheSwamp ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! \n#Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! Thank you!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #CaucusForTrump #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #Trump2016',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #DrainTheSwamp ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you for your support!\n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #CelebApprentice',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #MAGA ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #INPrimary #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! #AmericaFirst ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! Watch here: ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #AmericaFirst????????????? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN!\n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN!\n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #AmericaFirst #ImWithYou #AmericaFirst ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA SAFE AND GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #INPrimary #VoteTrump #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #AmericaFirst??????? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #VoteTrump ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Lets MAKE AMERICA GREAT AGAIN! #CelebApprentice',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! Thank you.',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! Thank you!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, MAKE AMERICA GREAT AGAIN! Thank you!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #VoteTrump2016 #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN!\n#Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! \n#AmericaFirst ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #AmericaFirst #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! Watch here: ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #VoteTrump2016 #MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 \n#MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Lets Make America Great Again! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #Trump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Lets MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN!\n#MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #Trump2016 #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #AmericaFirst #ImWithYou #AmericaFirst',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 #MakeAmericaGreatAgain???? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! Look forward to it!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #ImWithYou #AmericaFirst',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #VoteTrump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain @TrumpScotland ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #CaucusForTrump #MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016 \n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain???? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! #ImWithYou ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 \n#MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! Watch here: ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! Thank you.',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! Thank you!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#Trump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN, MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain #Trump2016',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA SAFE GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #TrumpTrain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #ImWithYou #Trump2016',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #Trump2016 #MAGA ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you for your support!\n#MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Lets MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #AmericaFirst #ImWithYou #AmericaFirst ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! \n#Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #Trump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016 #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #ImWithYou #AmericaFirst ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain!\n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 #MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Thank you for your support!\n#MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #AmericaFirst #ImWithYou #AmericaFirst',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #BigLeagueTruth #Debate #BigLeagueTruth',
'President Obama is going to MAKE AMERICA GREAT AGAIN, MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Look forward to it! #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #ImWithYou #AmericaFirst???? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #CaucusForTrump #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! Watch here: ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #Trump2016 #MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #INPrimary #MakeAmericaGreatAgain #Trump2016',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Look forward to it! #Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain\n#Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #Trump2016 #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #Trump2016 #SuperTuesday',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Lets MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain!\n#MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA SAFE AND GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain!\n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #AmericaFirst???? ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN!\n#MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Look forward to it! #Trump2016 #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! #Trump2016 #MAGA ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Debate ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #ImWithYou #AmericaFirst??????????????????????????????????????????????????????????????',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!\n#Trump2016 #MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Work hard and never let you down. Make America Great Again! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! #Trump2016',
'President Obama is going to MAKE AMERICA GREAT AGAIN! MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! MAKE AMERICA SAFE AGAIN!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016 \n#MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016',
'President Obama is going to MAKE AMERICA GREAT AGAIN! \n#MakeAmericaGreatAgain #Trump2016 #MakeAmericaGreatAgain ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain!',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! \n#ImWithYou #AmericaFirst ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! Lets MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! #Trump2016 #MAGA ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We are going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN, we will MAKE AMERICA GREAT AGAIN! #Trump2016 #MakeAmericaGreatAgain #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! #Trump2016 ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! We will MAKE AMERICA GREAT AGAIN! #Trump2016 \n#MakeAmericaGreatAgain! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN! ',
'President Obama is going to MAKE AMERICA GREAT AGAIN!(']
In [83]:
seen = []
duplic = 0
for t in generated_tweets:
if t in seen:
duplic += 1
else:
seen.append(t)
print(duplic)
generated_tweets = seen
pickle.dump(generated_tweets, open("BeamsearchedTweets.pickle", "wb"))
0
In [ ]:
In [ ]:
Content source: DarkGuenther/TrumpBot
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