Aufgabe1



In [3]:
import prepare_data_for_kmeans
from kmeans import *

In [4]:
prepare_data_for_kmeans.main()


[0, 3]
[0, 1]
[0, 1]
[0, 6]
[4, 0]
[2, 0]
[0, 1]
[0, 1]
[47, 4]
[2, 1]
[1, 0]
[0, 1]
[0, 1]
[0, 1]
[0, 1]
[1, 0]
[0, 20]
[1, 0]
[0, 1]
[0, 1]
[7, 0]
[1, 0]
[0, 19]
[18, 77]
[1, 27]
[12, 0]
[1, 0]
[0, 1]
[1, 0]
[0, 1]
[0, 1]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[2, 0]
[3, 0]
[1, 0]
[0, 1]
[1, 0]
[0, 2]
[0, 1]
[0, 1]
[1, 2]
[0, 1]
[0, 3]
[0, 2]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[0, 1]
[25, 33]
[1, 0]
[0, 9]
[0, 15]
[0, 1]
[1, 0]
[1, 0]
[0, 13]
[0, 2]
[0, 1]
[0, 1]
[0, 1]
[0, 1]
[1, 0]
[1, 0]
[0, 2]
[1, 0]
[0, 1]
[0, 1]
[0, 2]
[0, 1]
[5, 0]
[4, 2]
[0, 1]
[0, 1]
[0, 2]
[0, 2]
[0, 1]
[0, 2]
[1, 0]
[0, 2]
[0, 1]
[0, 3]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[1, 1]
[1, 0]
[0, 2]
[0, 3]
[0, 1]
[1, 4]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[1, 0]
[13, 6]
[4, 1]
[2, 4]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[1, 1]
[0, 1]
[0, 1]
[0, 2]
[0, 1]
[1, 0]
[0, 1]
[4, 0]
[3, 1]
[1, 0]
[0, 1]
[1, 1]
[65, 151]
[1, 4]
[0, 1]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[1, 0]
[2, 8]
[1, 0]
[1, 0]
[0, 1]
[0, 4]
[0, 1]
[6, 1]
[5, 3]
[1, 2]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[1, 1]
[1, 0]
[3, 0]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[0, 3]
[0, 1]
[1, 0]
[0, 56]
[0, 3]
[0, 1]
[9, 2]
[1, 47]
[2, 0]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[0, 1]
[1, 0]
[1, 0]
[0, 23]
[1, 1]
[0, 1]
[0, 1]
[2, 0]
[1, 0]
[0, 1]
[0, 1]
[3, 0]
[0, 1]
[0, 1]
[0, 1]
[0, 1]
[0, 1]
[0, 2]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[0, 2]
[0, 1]
[1, 1]
[1, 0]
[0, 1]
[0, 1]
[0, 1]
[1, 0]
[2, 0]
[0, 1]
[0, 7]
[2, 0]
[0, 7]
[0, 1]
[1, 2]
[0, 3]
[0, 27]
[1, 0]
[1, 1]
[1, 0]
[1, 0]
[1, 0]
[0, 1]
[1, 1]
[1, 18]
[0, 1]
[0, 1]
[0, 1]
[0, 3]
[0, 1]
[3, 6]
[1, 0]
[4, 19]
[0, 2]
[3, 0]
[0, 1]
[0, 1]
[0, 1]
[0, 3]
[1, 0]
[1, 0]
[0, 2]
[0, 1]
[1, 0]
[0, 1]
[3, 21]
[0, 6]
[0, 1]
[1, 6]
[12, 2]
[1, 0]
[0, 6]
[0, 1]
[0, 1]
[1, 0]
[1, 0]
[1, 0]
[1, 0]
[0, 4]
[5, 1]
[0, 1]
[0, 1]
[1, 1]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[0, 1]
[1, 2]
[0, 1]
[0, 1]
[0, 1]
[3, 0]
[1, 0]
[0, 1]
[1, 1]
[1, 0]
[0, 1]
[0, 2]
[1, 0]
[0, 62]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[0, 2]
[1, 0]
[1, 0]
[0, 1]
[0, 309]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[0, 2]
[3, 2]
[0, 1]
[0, 1]
[0, 1]
[1, 0]
[0, 33]
[4, 0]
[0, 1]
[1, 0]
[11, 3]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[1, 1]
[1, 0]
[0, 1]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[4, 3]
[0, 2]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[0, 1]
[1, 0]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[0, 1]
[2, 0]
[20, 41]
[0, 1]
[0, 4]
[2, 0]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[5, 3]
[1, 0]
[0, 1]
[0, 1]
[0, 4]
[1, 0]
[1, 0]
[0, 2]
[0, 1]
[0, 3]
[1, 0]
[1, 0]
[0, 32]
[1, 0]
[5, 375]
[0, 2]
[0, 1]
[0, 1]
[0, 1]
[0, 1]
[0, 1]
[0, 1]
[4, 0]
[2, 1]
[2, 0]
[18, 30]
[1, 0]
[0, 1]
[1, 0]
[0, 2]
[0, 1]
[0, 1]
[2, 0]
[0, 1]
[0, 4]
[1, 0]
[1, 0]
[1, 0]
[0, 1]
[0, 3]
[1, 4]
[1, 0]
[0, 1]
[0, 1]
[0, 1]
[1, 0]
[1, 0]
[1, 0]
[1, 0]
[3, 1]
[1, 1]
[0, 1]
[2, 0]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[1, 2]
[1, 1]
[0, 2]
[0, 1]
[1, 0]
[0, 1]
[0, 1]
[0, 1]
[0, 4]
[0, 1]
[1, 0]
[0, 14]
[0, 1]
[1, 0]
[0, 1]
[1, 3]
[1, 0]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[0, 4]
[0, 1]
[1, 0]
[0, 1]
[2, 0]
[1, 0]
[1, 0]
[1, 0]
[0, 1]
[6, 1]
[0, 3]
[0, 1]
[0, 1]
[0, 6]
[4, 0]
[2, 0]
[0, 1]
[0, 1]
[47, 4]
[2, 1]
[1, 0]
[0, 1]
[0, 1]
[0, 1]
[0, 1]
[1, 0]
[0, 20]
[1, 0]
[0, 1]
[0, 1]
[7, 0]
[1, 0]
[0, 19]
[18, 77]
[1, 27]
[12, 0]
[1, 0]
[0, 1]
[1, 0]
[0, 1]
[0, 1]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[2, 0]
[3, 0]
[1, 0]
[0, 1]
[1, 0]
[0, 2]
[0, 1]
[0, 1]
[1, 2]
[0, 1]
[0, 3]
[0, 2]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[0, 1]
[25, 33]
[1, 0]
[0, 9]
[0, 15]
[0, 1]
[1, 0]
[1, 0]
[0, 13]
[0, 2]
[0, 1]
[0, 1]
[0, 1]
[0, 1]
[1, 0]
[1, 0]
[0, 2]
[1, 0]
[0, 1]
[0, 1]
[0, 2]
[0, 1]
[5, 0]
[4, 2]
[0, 1]
[0, 1]
[0, 2]
[0, 2]
[0, 1]
[0, 2]
[1, 0]
[0, 2]
[0, 1]
[0, 3]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[1, 1]
[1, 0]
[0, 2]
[0, 3]
[0, 1]
[1, 4]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[1, 0]
[13, 6]
[4, 1]
[2, 4]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[1, 1]
[0, 1]
[0, 1]
[0, 2]
[0, 1]
[1, 0]
[0, 1]
[4, 0]
[3, 1]
[1, 0]
[0, 1]
[1, 1]
[65, 151]
[1, 4]
[0, 1]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[1, 0]
[2, 8]
[1, 0]
[1, 0]
[0, 1]
[0, 4]
[0, 1]
[6, 1]
[5, 3]
[1, 2]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[1, 1]
[1, 0]
[3, 0]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[0, 3]
[0, 1]
[1, 0]
[0, 56]
[0, 3]
[0, 1]
[9, 2]
[1, 47]
[2, 0]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[0, 1]
[1, 0]
[1, 0]
[0, 23]
[1, 1]
[0, 1]
[0, 1]
[2, 0]
[1, 0]
[0, 1]
[0, 1]
[3, 0]
[0, 1]
[0, 1]
[0, 1]
[0, 1]
[0, 1]
[0, 2]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[0, 2]
[0, 1]
[1, 1]
[1, 0]
[0, 1]
[0, 1]
[0, 1]
[1, 0]
[2, 0]
[0, 1]
[0, 7]
[2, 0]
[0, 7]
[0, 1]
[1, 2]
[0, 3]
[0, 27]
[1, 0]
[1, 1]
[1, 0]
[1, 0]
[1, 0]
[0, 1]
[1, 1]
[1, 18]
[0, 1]
[0, 1]
[0, 1]
[0, 3]
[0, 1]
[3, 6]
[1, 0]
[4, 19]
[0, 2]
[3, 0]
[0, 1]
[0, 1]
[0, 1]
[0, 3]
[1, 0]
[1, 0]
[0, 2]
[0, 1]
[1, 0]
[0, 1]
[3, 21]
[0, 6]
[0, 1]
[1, 6]
[12, 2]
[1, 0]
[0, 6]
[0, 1]
[0, 1]
[1, 0]
[1, 0]
[1, 0]
[1, 0]
[0, 4]
[5, 1]
[0, 1]
[0, 1]
[1, 1]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[0, 1]
[1, 2]
[0, 1]
[0, 1]
[0, 1]
[3, 0]
[1, 0]
[0, 1]
[1, 1]
[1, 0]
[0, 1]
[0, 2]
[1, 0]
[0, 62]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[0, 2]
[1, 0]
[1, 0]
[0, 1]
[0, 309]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[0, 2]
[3, 2]
[0, 1]
[0, 1]
[0, 1]
[1, 0]
[0, 33]
[4, 0]
[0, 1]
[1, 0]
[11, 3]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[1, 1]
[1, 0]
[0, 1]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[4, 3]
[0, 2]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[0, 1]
[1, 0]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[0, 1]
[2, 0]
[20, 41]
[0, 1]
[0, 4]
[2, 0]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[5, 3]
[1, 0]
[0, 1]
[0, 1]
[0, 4]
[1, 0]
[1, 0]
[0, 2]
[0, 1]
[0, 3]
[1, 0]
[1, 0]
[0, 32]
[1, 0]
[5, 375]
[0, 2]
[0, 1]
[0, 1]
[0, 1]
[0, 1]
[0, 1]
[0, 1]
[4, 0]
[2, 1]
[2, 0]
[18, 30]
[1, 0]
[0, 1]
[1, 0]
[0, 2]
[0, 1]
[0, 1]
[2, 0]
[0, 1]
[0, 4]
[1, 0]
[1, 0]
[1, 0]
[0, 1]
[0, 3]
[1, 4]
[1, 0]
[0, 1]
[0, 1]
[0, 1]
[1, 0]
[1, 0]
[1, 0]
[1, 0]
[3, 1]
[1, 1]
[0, 1]
[2, 0]
[0, 1]
[1, 0]
[0, 1]
[1, 0]
[1, 2]
[1, 1]
[0, 2]
[0, 1]
[1, 0]
[0, 1]
[0, 1]
[0, 1]
[0, 4]
[0, 1]
[1, 0]
[0, 14]
[0, 1]
[1, 0]
[0, 1]
[1, 3]
[1, 0]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[1, 0]
[0, 1]
[1, 0]
[0, 4]
[0, 1]
[1, 0]
[0, 1]
[2, 0]
[1, 0]
[1, 0]
[1, 0]
[0, 1]
[6, 1]
[65, 375]
[65, 375]

In [5]:
import json

In [6]:
with open('for_clustering.json', 'r') as f:
    table = json.load(f)

In [7]:
table


Out[7]:
[{u'data': [0.0, 0.008], u'label': u'RNCInCLE'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'HillaryClinton'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'DivoDeJuarez'},
 {u'data': [0.0, 0.016], u'label': u'NewYork'},
 {u'data': [0.06153846153846154, 0.0], u'label': u'Obamacare'},
 {u'data': [0.03076923076923077, 0.0], u'label': u'CreatorsAskHRC'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'StopCommonCore'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'FAIL'},
 {u'data': [0.7230769230769231, 0.010666666666666666],
  u'label': u'DemsInPhilly'},
 {u'data': [0.03076923076923077, 0.0026666666666666666],
  u'label': u'DisarmHate'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'Indiana'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'ElectionDay'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Statehood'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'RNCINCLE'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Utah4Trump'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'SallyRideDay'},
 {u'data': [0.0, 0.05333333333333334], u'label': u'GOPDebate'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'UAW'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'GOPinCLE'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'veterans'},
 {u'data': [0.1076923076923077, 0.0], u'label': u'WomanCard'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'SaveElephants'},
 {u'data': [0.0, 0.050666666666666665], u'label': u'debatenight'},
 {u'data': [0.27692307692307694, 0.20533333333333334], u'label': u'VoteTrump'},
 {u'data': [0.015384615384615385, 0.072], u'label': u'GO'},
 {u'data': [0.18461538461538463, 0.0], u'label': u'NBCNewsForum'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'Enjoy'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'iVoted'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'GoodTrouble'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'CA4Trump'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Mahalo'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'JimmyFallon'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'JuntosSePuede'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'FirstInPOTUS'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'WeAreBernie'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'TitleIX'},
 {u'data': [0.03076923076923077, 0.0], u'label': u'MSNBCTownhall'},
 {u'data': [0.046153846153846156, 0.0], u'label': u'FightForFamilies'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'ALConvention2016'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'BikersForTrump'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'Turkey'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'TrumpPence2016'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'VoterFraud'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'brexit'},
 {u'data': [0.015384615384615385, 0.005333333333333333], u'label': u'Arizona'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Ford'},
 {u'data': [0.0, 0.008], u'label': u'AZPrimary'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'Cruz'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'SB50'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'ThanksObama'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'NewDay'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'GoldenGlobe'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'TrumpinEverett'},
 {u'data': [0.38461538461538464, 0.088], u'label': u'MAGA'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'NVcaucus'},
 {u'data': [0.0, 0.024], u'label': u'VoteTrumpSC'},
 {u'data': [0.0, 0.04], u'label': u'IACaucus'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'JuanGabriel'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'LibrarianOfCongress'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'DemsinPHL'},
 {u'data': [0.0, 0.034666666666666665], u'label': u'WIPrimary'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'MaryBrigidMcManamon'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'UtahPrimary'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'WattersWorld'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'VoteTrumpMA'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'BlackMenForBernie'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'HispanicHeritageMonth'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'MadeInAmerica'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'VoteTrumpMI'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'HillaryOnCNN'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'CBNNews'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Enough'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'OrlandoUnited'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'TRUMP2016'},
 {u'data': [0.07692307692307693, 0.0], u'label': u'SheWon'},
 {u'data': [0.06153846153846154, 0.005333333333333333],
  u'label': u'PrimaryDay'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'MichaelBrown'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'WHD'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'UtahCaucus'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'NATO'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'ChangeAgents'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'TrumpWon'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'MDW'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'AlwaysTrump'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'TeamUSA'},
 {u'data': [0.0, 0.008], u'label': u'Orlando'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'SayHerName'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'goodtrouble'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'NYCPride'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'JohnRyder'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Bush'},
 {u'data': [0.015384615384615385, 0.0026666666666666666],
  u'label': u'smallbiz'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'UnderstandSlavery'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'DemsinPhilly'},
 {u'data': [0.0, 0.008], u'label': u'UT'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'presidenttrump'},
 {u'data': [0.015384615384615385, 0.010666666666666666], u'label': u'trump'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'imwithher'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'imwithyou'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'TrumpNV'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'NotOneMore'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'BlackWomensEqualPay'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'CommanderInChiefForum'},
 {u'data': [0.2, 0.016], u'label': u'ImWithHer'},
 {u'data': [0.06153846153846154, 0.0026666666666666666], u'label': u'1'},
 {u'data': [0.03076923076923077, 0.010666666666666666],
  u'label': u'NeverHillary'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'StandTogether'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'womancard'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'WestVirginia'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Trump4Vets'},
 {u'data': [0.015384615384615385, 0.0026666666666666666],
  u'label': u'CAPrimary'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'gunviolence'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Mexico'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'SuperSaturday'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'ORPrimary'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'HarveyPitt'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'DEPrimary'},
 {u'data': [0.06153846153846154, 0.0], u'label': u'WomensEqualityDay'},
 {u'data': [0.046153846153846156, 0.0026666666666666666], u'label': u'SCOTUS'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'TerenceCrutcher'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'VoteTrumpIL'},
 {u'data': [0.015384615384615385, 0.0026666666666666666],
  u'label': u'Laurence'},
 {u'data': [1.0, 0.4026666666666667], u'label': u'MakeAmericaGreatAgain'},
 {u'data': [0.015384615384615385, 0.010666666666666666], u'label': u'LESM'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'DonaldTrump'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'WesternTuesday'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'Greta'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'WashingtonDC'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'StandWithLouisiana'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'TurnUpToVote'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'Brussels'},
 {u'data': [0.03076923076923077, 0.021333333333333333],
  u'label': u'INPrimary'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'MoreInCommon'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'ShesWithUs'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'primary'},
 {u'data': [0.0, 0.010666666666666666], u'label': u'2A'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'makeamericagreatagain'},
 {u'data': [0.09230769230769231, 0.0026666666666666666],
  u'label': u'NationalVoterRegistrationDay'},
 {u'data': [0.07692307692307693, 0.008], u'label': u'NoBillNoBreak'},
 {u'data': [0.015384615384615385, 0.005333333333333333], u'label': u'TRUMP'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'OpeningCeremony'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'RogerStone'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'With_Cruz_you_lose'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'Derp'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'slipping'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'GunViolence'},
 {u'data': [0.015384615384615385, 0.0026666666666666666],
  u'label': u'LaborDay'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'DeclareYourAmbition'},
 {u'data': [0.046153846153846156, 0.0], u'label': u'DemsInPHL'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'WeWantTrump'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'MegynKellyPresents'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'TrumpDallas'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'DemocraticSitIn'},
 {u'data': [0.0, 0.008], u'label': u'trump2016'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'LaurenceTribe'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'PurpleHeartDay'},
 {u'data': [0.0, 0.14933333333333335], u'label': u'RNCinCLE'},
 {u'data': [0.0, 0.008], u'label': u'Clinton'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'MeetTheTrumps'},
 {u'data': [0.13846153846153847, 0.005333333333333333], u'label': u'TBT'},
 {u'data': [0.015384615384615385, 0.12533333333333332], u'label': u'Debate'},
 {u'data': [0.03076923076923077, 0.0], u'label': u'SOTU'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'AmericanSamoa'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'USMC2016'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'YUGE'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'LeadRight2016'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'GPLFers'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'INDPrimary'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'TrumpForPresident'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'WheresHillary'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'MorningJoe'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'NebraskaPrimary'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Elkhart'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'WORK'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'FlashbackFriday'},
 {u'data': [0.0, 0.06133333333333333], u'label': u'TrumpPence16'},
 {u'data': [0.015384615384615385, 0.0026666666666666666],
  u'label': u'CitizensUnited'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'TrumpMovement'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'EndCommonCore'},
 {u'data': [0.03076923076923077, 0.0], u'label': u'VirWINia'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'IranDeal'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'NeverCruz'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'GIBill'},
 {u'data': [0.046153846153846156, 0.0], u'label': u'StopGunViolence'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Teachers4Trump'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'FallonTonight'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'FeelTheBern'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'NeverForget'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'HillaryOnGMA'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'TedCruz'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'makersandtakers'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'StanleyCup'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'NaturalBorn'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'AmericaFIRST'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'sitin'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'TrumpWaikiki'},
 {u'data': [0.015384615384615385, 0.0026666666666666666],
  u'label': u'StoptheHate'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'RepMikeKelly'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'NeilCavuto'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Hillary2016'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'VoteTrumpNC'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'Frozen'},
 {u'data': [0.03076923076923077, 0.0], u'label': u'RestoreTheVRA'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'GOPdebate'},
 {u'data': [0.0, 0.018666666666666668], u'label': u'VoteTrumpNH'},
 {u'data': [0.03076923076923077, 0.0], u'label': u'NPS100'},
 {u'data': [0.0, 0.018666666666666668], u'label': u'VoteTrumpNV'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'TheDonald'},
 {u'data': [0.015384615384615385, 0.005333333333333333], u'label': u'Iowa'},
 {u'data': [0.0, 0.008], u'label': u'VoteTrumpNY'},
 {u'data': [0.0, 0.072], u'label': u'GOP'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'EarthDay'},
 {u'data': [0.015384615384615385, 0.0026666666666666666], u'label': u'LSSC'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'WATCH'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'fairandbalancedmyass'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'KhizrKhan'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Wausau'},
 {u'data': [0.015384615384615385, 0.0026666666666666666], u'label': u'Donald'},
 {u'data': [0.015384615384615385, 0.048], u'label': u'SuperTuesday'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'CommonLaw'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'MyTeacherIsWeird'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Colbert'},
 {u'data': [0.0, 0.008], u'label': u'WH'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'MaitnerStrong'},
 {u'data': [0.046153846153846156, 0.016], u'label': u'NYPrimary'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'FNS'},
 {u'data': [0.06153846153846154, 0.050666666666666665], u'label': u'debate'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'NoMoreSilence'},
 {u'data': [0.046153846153846156, 0.0], u'label': u'NeverTrump'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'SuperBowlSunday'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'WHCD'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'enough'},
 {u'data': [0.0, 0.008], u'label': u'RIP'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'voteTrump'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'Olmstead'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'PAPrimary'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'holdthefloor'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'election2016'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'LoneStarState'},
 {u'data': [0.046153846153846156, 0.056], u'label': u'FITN'},
 {u'data': [0.0, 0.016], u'label': u'NHPrimary'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Benghazi'},
 {u'data': [0.015384615384615385, 0.016], u'label': u'SCPrimary'},
 {u'data': [0.18461538461538463, 0.005333333333333333],
  u'label': u'DemConvention'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'Diwali'},
 {u'data': [0.0, 0.016], u'label': u'NewYorkValues'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'MakeYoutubeGreatAgain'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'NeverDems'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'YouthDay'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'Caribbean'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'HillaryKaine2016'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'Charleston9'},
 {u'data': [0.0, 0.010666666666666666], u'label': u'Fox'},
 {u'data': [0.07692307692307693, 0.0026666666666666666],
  u'label': u'LoveTrumpsHate'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'BlacksForTrump'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Filibuster'},
 {u'data': [0.015384615384615385, 0.0026666666666666666],
  u'label': u'Wisconsin'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'NAACP107'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'TRUMPDOG'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'Mediafraud'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'RiggedSystem'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'EndGunViolence'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'InternationalNursesDay'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Jonas'},
 {u'data': [0.015384615384615385, 0.005333333333333333],
  u'label': u'MAKEAMERICAGREATAGAIN'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'ECONOMY'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'TrumpSupporters'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Politician'},
 {u'data': [0.046153846153846156, 0.0], u'label': u'MakeAmericaSafeAgain'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'LaudatoSi'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'NASCAR'},
 {u'data': [0.015384615384615385, 0.0026666666666666666], u'label': u'LGBT'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'NetNeutrality'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'TrumpIsWithYou'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'IowaCaucus'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'MadeForHistory'},
 {u'data': [0.0, 0.16533333333333333], u'label': u'RNC'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'MattSchlapp'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'WOMEN4TRUMP'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'ThankAVet'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Srebrenica'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'MayDay'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'laurencetribe'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'MichaelMoore'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'LawandOrder'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'WIBackHer'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'CoastGuardDay'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Trump360'},
 {u'data': [0.0, 0.824], u'label': u'Trump2016'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'VoteTrumpVT'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'ArmyBDay'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'KenLangone'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'NABJNAHJ16'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'ArizonaPrimary'},
 {u'data': [0.046153846153846156, 0.005333333333333333], u'label': u'ICYMI'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'ROGERAILES'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'SecondAmendment'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Polls'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'extremevetting'},
 {u'data': [0.0, 0.088], u'label': u'DebateNight'},
 {u'data': [0.06153846153846154, 0.0], u'label': u'DemPlatform'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'2016'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'WISCONSIN'},
 {u'data': [0.16923076923076924, 0.008], u'label': u'CrookedHillary'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'CincoDeMayo'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'polls'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Pulse'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'EastVillage'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'MothersDay'},
 {u'data': [0.015384615384615385, 0.0026666666666666666],
  u'label': u'SouthCarolina'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'UPUPUP'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'ImWithHernandez'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'TPP'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'vaticanwalls'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Rubio'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'AIDSFreeGeneration'},
 {u'data': [0.06153846153846154, 0.008], u'label': u'POTUS'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'VoteTrump2016'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'CruzFraud'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'MSPrimary'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'media'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'VotersSpeak'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'RTM2016'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'WeTrumpHate'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'Wimbledon'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'ArmedForcesDay'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Trump4President'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'AIPAC2016'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'campaignfinance'},
 {u'data': [0.03076923076923077, 0.0], u'label': u'WakeUpAmerica'},
 {u'data': [0.3076923076923077, 0.10933333333333334],
  u'label': u'AmericaFirst'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'DavidCameron'},
 {u'data': [0.0, 0.010666666666666666], u'label': u'GOPConvention'},
 {u'data': [0.03076923076923077, 0.0], u'label': u'RollCallVote'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'PhilandoCastile'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'HistoryMade'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'CTPrimary'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'LittleMarco'},
 {u'data': [0.07692307692307693, 0.008], u'label': u'CaucusForTrump'},
 {u'data': [0.015384615384615385, 0.0],
  u'label': u'LightweightSenatorMarcoRubio'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'taxplan'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Jobs'},
 {u'data': [0.0, 0.010666666666666666], u'label': u'NevadaCaucus'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'CommonCore'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'iRegistered'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'RIPrimary'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'DNCinPHL'},
 {u'data': [0.0, 0.008], u'label': u'FoxNews'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'OnTheRecord'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'AmericaGreatAgain'},
 {u'data': [0.0, 0.08533333333333333], u'label': u'TrumpTrain'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'Decision2016'},
 {u'data': [0.07692307692307693, 1.0], u'label': u'Trump'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'ClintonKaine'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'DefendtheSecond'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Prince'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'TrumpLV'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'jenniferrubin'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'CripTheVote'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'TheTonightShow'},
 {u'data': [0.06153846153846154, 0.0], u'label': u'WeMadeHistory'},
 {u'data': [0.03076923076923077, 0.0026666666666666666],
  u'label': u'ObamaCare'},
 {u'data': [0.03076923076923077, 0.0], u'label': u'Imwithyou'},
 {u'data': [0.27692307692307694, 0.08], u'label': u'ImWithYou'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'UNGA'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'EauClaire'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'dtmag'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'NHPolitics'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'SouthCarolinaPrimary'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'AsLongAsItTakes'},
 {u'data': [0.03076923076923077, 0.0], u'label': u'ActOnClimate'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'BuildTheWall'},
 {u'data': [0.0, 0.010666666666666666], u'label': u'BrexitVote'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'TeacherAppreciationDay'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'WorldRefugeeDay'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'MemorialDay'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'IAPolitics'},
 {u'data': [0.0, 0.008], u'label': u'Hannity'},
 {u'data': [0.015384615384615385, 0.010666666666666666], u'label': u'Brexit'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'sendDonaldtospace'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Racine'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'NewHampshire'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'ISIS'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'APAHM'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'HRC4PA'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'ugpride2016'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'Excellent'},
 {u'data': [0.046153846153846156, 0.0026666666666666666],
  u'label': u'TeamTrump'},
 {u'data': [0.015384615384615385, 0.0026666666666666666], u'label': u'DNC'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Women4Ttump'},
 {u'data': [0.03076923076923077, 0.0], u'label': u'DDay'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'ADA'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'NoLoyalty'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'TrumpCountry'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'60Minutes'},
 {u'data': [0.015384615384615385, 0.005333333333333333], u'label': u'Ted'},
 {u'data': [0.015384615384615385, 0.0026666666666666666],
  u'label': u'LyingTed'},
 {u'data': [0.0, 0.005333333333333333], u'label': u'UTCaucus'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'RNCwithBernie'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'OpioidAwarenessWeek'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'KansasCaucus'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'MothersoftheMovement'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'USA'},
 {u'data': [0.0, 0.010666666666666666], u'label': u'TrumpYourself'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'MSM'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'HoustonFlood'},
 {u'data': [0.0, 0.037333333333333336], u'label': u'Debates2016'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'WCS16'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'DACA'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Mormon'},
 {u'data': [0.015384615384615385, 0.008], u'label': u'Utah'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'LAflood'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'HaileyPuckett'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'RosanellEaton'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'VoteTrumpWI'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'RobotRubio'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'KentuckyDerby'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Carrier'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'CNN'},
 {u'data': [0.0, 0.010666666666666666], u'label': u'AZ'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'Rio2016'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'SmallBizWeek'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'MDPrimary'},
 {u'data': [0.03076923076923077, 0.0], u'label': u'EstoyConElla'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'fixdemocracyfirst'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'MikePence'},
 {u'data': [0.015384615384615385, 0.0], u'label': u'OHHillYes'},
 {u'data': [0.0, 0.0026666666666666666], u'label': u'VoterRegistrationDay'},
 {u'data': [0.09230769230769231, 0.0026666666666666666],
  u'label': u'StrongerTogether'}]

In [13]:
clusters, centroids = kmeans(table, 3, 0.5, 5)

In [14]:
def inv_search(v, d):
    for i in d:
        if np.array_equal(v,i['data']):
            print(i['label'])
            return i['label']
    print('None')
    return None

cluster_with_labels = [[] for i in range(len(clusters))]

for i in range(len(clusters)):
    for j in clusters[i]:
        print('search for', j)
        label = inv_search(j, table)
        if not label is None:
            cluster_with_labels[i].append({'data': j, 'label': label})
#print(cluster_with_labels)


('search for', array([ 0.72307692,  0.01066667]))
DemsInPhilly
('search for', array([ 0.38461538,  0.088     ]))
MAGA
('search for', array([ 1.        ,  0.40266667]))
MakeAmericaGreatAgain
('search for', array([ 0.   ,  0.824]))
Trump2016
('search for', array([ 0.07692308,  1.        ]))
Trump
('search for', array([ 0.   ,  0.008]))
RNCInCLE
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.   ,  0.016]))
NewYork
('search for', array([ 0.06153846,  0.        ]))
Obamacare
('search for', array([ 0.03076923,  0.        ]))
CreatorsAskHRC
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.03076923,  0.00266667]))
DisarmHate
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.05333333]))
GOPDebate
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.10769231,  0.        ]))
WomanCard
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.05066667]))
debatenight
('search for', array([ 0.27692308,  0.20533333]))
VoteTrump
('search for', array([ 0.01538462,  0.072     ]))
GO
('search for', array([ 0.18461538,  0.        ]))
NBCNewsForum
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.03076923,  0.        ]))
CreatorsAskHRC
('search for', array([ 0.04615385,  0.        ]))
FightForFamilies
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.00533333]))
Arizona
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.   ,  0.008]))
RNCInCLE
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.   ,  0.024]))
VoteTrumpSC
('search for', array([ 0.  ,  0.04]))
IACaucus
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.03466667]))
WIPrimary
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.07692308,  0.        ]))
SheWon
('search for', array([ 0.06153846,  0.00533333]))
PrimaryDay
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.   ,  0.008]))
RNCInCLE
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.00266667]))
smallbiz
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.   ,  0.008]))
RNCInCLE
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.01066667]))
trump
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.2  ,  0.016]))
ImWithHer
('search for', array([ 0.06153846,  0.00266667]))
1
('search for', array([ 0.03076923,  0.01066667]))
NeverHillary
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.00266667]))
smallbiz
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.06153846,  0.        ]))
Obamacare
('search for', array([ 0.04615385,  0.00266667]))
SCOTUS
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.00266667]))
smallbiz
('search for', array([ 0.01538462,  0.01066667]))
trump
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.03076923,  0.02133333]))
INPrimary
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.01066667]))
2A
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.09230769,  0.00266667]))
NationalVoterRegistrationDay
('search for', array([ 0.07692308,  0.008     ]))
NoBillNoBreak
('search for', array([ 0.01538462,  0.00533333]))
Arizona
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.00266667]))
smallbiz
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.04615385,  0.        ]))
FightForFamilies
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.   ,  0.008]))
RNCInCLE
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.14933333]))
RNCinCLE
('search for', array([ 0.   ,  0.008]))
RNCInCLE
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.13846154,  0.00533333]))
TBT
('search for', array([ 0.01538462,  0.12533333]))
Debate
('search for', array([ 0.03076923,  0.        ]))
CreatorsAskHRC
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.06133333]))
TrumpPence16
('search for', array([ 0.01538462,  0.00266667]))
smallbiz
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.03076923,  0.        ]))
CreatorsAskHRC
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.04615385,  0.        ]))
FightForFamilies
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.00266667]))
smallbiz
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.03076923,  0.        ]))
CreatorsAskHRC
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.01866667]))
VoteTrumpNH
('search for', array([ 0.03076923,  0.        ]))
CreatorsAskHRC
('search for', array([ 0.        ,  0.01866667]))
VoteTrumpNH
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.00533333]))
Arizona
('search for', array([ 0.   ,  0.008]))
RNCInCLE
('search for', array([ 0.   ,  0.072]))
GOP
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.00266667]))
smallbiz
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.00266667]))
smallbiz
('search for', array([ 0.01538462,  0.048     ]))
SuperTuesday
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.   ,  0.008]))
RNCInCLE
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.04615385,  0.016     ]))
NYPrimary
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.06153846,  0.05066667]))
debate
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.04615385,  0.        ]))
FightForFamilies
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.   ,  0.008]))
RNCInCLE
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.04615385,  0.056     ]))
FITN
('search for', array([ 0.   ,  0.016]))
NewYork
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.016     ]))
SCPrimary
('search for', array([ 0.18461538,  0.00533333]))
DemConvention
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.   ,  0.016]))
NewYork
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.01066667]))
2A
('search for', array([ 0.07692308,  0.00266667]))
LoveTrumpsHate
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.00266667]))
smallbiz
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.00533333]))
Arizona
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.04615385,  0.        ]))
FightForFamilies
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.00266667]))
smallbiz
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.16533333]))
RNC
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.04615385,  0.00533333]))
ICYMI
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.   ,  0.088]))
DebateNight
('search for', array([ 0.06153846,  0.        ]))
Obamacare
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.16923077,  0.008     ]))
CrookedHillary
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.00266667]))
smallbiz
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.06153846,  0.008     ]))
POTUS
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.03076923,  0.        ]))
CreatorsAskHRC
('search for', array([ 0.30769231,  0.10933333]))
AmericaFirst
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.01066667]))
2A
('search for', array([ 0.03076923,  0.        ]))
CreatorsAskHRC
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.07692308,  0.008     ]))
NoBillNoBreak
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.01066667]))
2A
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.   ,  0.008]))
RNCInCLE
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.08533333]))
TrumpTrain
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.06153846,  0.        ]))
Obamacare
('search for', array([ 0.03076923,  0.00266667]))
DisarmHate
('search for', array([ 0.03076923,  0.        ]))
CreatorsAskHRC
('search for', array([ 0.27692308,  0.08      ]))
ImWithYou
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.03076923,  0.        ]))
CreatorsAskHRC
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.01066667]))
2A
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.   ,  0.008]))
RNCInCLE
('search for', array([ 0.01538462,  0.01066667]))
trump
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.04615385,  0.00266667]))
SCOTUS
('search for', array([ 0.01538462,  0.00266667]))
smallbiz
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.03076923,  0.        ]))
CreatorsAskHRC
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.00533333]))
Arizona
('search for', array([ 0.01538462,  0.00266667]))
smallbiz
('search for', array([ 0.        ,  0.00533333]))
TrumpPence2016
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.        ,  0.01066667]))
2A
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.03733333]))
Debates2016
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.008     ]))
Utah
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.01066667]))
2A
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.03076923,  0.        ]))
CreatorsAskHRC
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.01538462,  0.        ]))
Indiana
('search for', array([ 0.        ,  0.00266667]))
HillaryClinton
('search for', array([ 0.09230769,  0.00266667]))
NationalVoterRegistrationDay

In [16]:
import matplotlib.pyplot as plt
fig = plt.figure()
ax = fig.add_subplot(1,1,1)
color = ['r', 'g', 'b']
for i in range(len(cluster_with_labels)):
    x = []
    y = []
    for j in cluster_with_labels[i]:
        #print(j)
        x.append(j['data'][0])
        y.append(j['data'][1])
    #print(x,y)
    ax.scatter(x, y)
plt.show()



In [ ]: