数据清洗之推特数据



王成军

wangchengjun@nju.edu.cn

计算传播网 http://computational-communication.com

数据清洗(data cleaning)

是数据分析的重要步骤,其主要目标是将混杂的数据清洗为可以被直接分析的数据,一般需要将数据转化为数据框(data frame)的样式。

本章将以推特文本的清洗作为例子,介绍数据清洗的基本逻辑。

  • 清洗错误行
  • 正确分列
  • 提取所要分析的内容
  • 介绍通过按行、chunk的方式对大规模数据进行预处理

1. 抽取tweets样本做实验

此节学生略过


In [23]:
bigfile = open('/Users/chengjun/百度云同步盘/Writing/OWS/ows-raw.txt', 'rb')
chunkSize = 1000000
chunk = bigfile.readlines(chunkSize)
print len(chunk)
with open("/Users/chengjun/GitHub/cjc/data/ows_tweets_sample.txt", 'w') as f:
    for i in chunk:
        f.write(i)


2752

2. 清洗错行的情况


In [4]:
with open("/Users/chengjun/GitHub/cjc/data/ows_tweets_sample.txt", 'rb') as f:
    lines = f.readlines()

In [14]:
# 总行数
len(lines)


Out[14]:
2752

In [15]:
# 查看第一行
lines[0]


Out[15]:
'"Twitter ID",Text,"Profile Image URL",Day,Hour,Minute,"Created At",Geo,"From User","From User ID",Language,"To User","To User ID",Source\n'

问题: 第一行是变量名

1. 如何去掉换行符?

2. 如何获取每一个变量名?


In [5]:
varNames = lines[0].replace('\n', '').split(',')
varNames


Out[5]:
['"Twitter ID"',
 'Text',
 '"Profile Image URL"',
 'Day',
 'Hour',
 'Minute',
 '"Created At"',
 'Geo',
 '"From User"',
 '"From User ID"',
 'Language',
 '"To User"',
 '"To User ID"',
 'Source']

In [17]:
len(varNames)


Out[17]:
14

In [26]:
lines[1344]


Out[26]:
'121818600490283009,"RT @chachiTHEgr8: RT @TheNewDeal: First they ignore you, then they laugh at you, then they fight you, then you win. - Gandhi #OccupyWallStreet #OWS #p2",http://a0.twimg.com/profile_images/326662126/Photo_233_normal.jpg,2011-10-06,5,26,"2011-10-06 05:26:32",N;,k_l_h_j,382233343,en,,0,"<a href="http://twitter.com/#!/download/iphone" rel="nofollow">Twitter for iPhone</a>"\n'

如何来处理错误换行情况?


In [6]:
with open("/Users/chengjun/GitHub/cjc/data/ows_tweets_sample_clean.txt", 'w') as f:
    right_line = '' # 正确的行,它是一个空字符串
    blocks = [] # 确认为正确的行会被添加到blocks里面
    for line in lines:
        right_line += line.replace('\n', ' ')
        line_length = len(right_line.split(','))
        if line_length >= 14:
            blocks.append(right_line)
            right_line = ''
    for i in blocks:
        f.write(i + '\n')

In [20]:
len(blocks)


Out[20]:
2627

In [27]:
blocks[1344]


Out[27]:
'121818879105310720,"RT @Min_Reyes: RT @The99Percenters: New video to go viral. From We Are Change\rhttp://t.co/6Ff718jk Listen to the guy begging... #ows #cdnpoli",http://a3.twimg.com/sticky/default_profile_images/default_profile_0_normal.png,2011-10-06,5,27,"2011-10-06 05:27:38",N;,MiyazakiMegu,260948518,en,,0,"<a href="http://www.tweetdeck.com" rel="nofollow">TweetDeck</a>"'

In [7]:
with open("/Users/chengjun/GitHub/cjc/data/ows_tweets_sample_clean4.txt", 'w') as f:
    right_line = '' # 正确的行,它是一个空字符串
    blocks = [] # 确认为正确的行会被添加到blocks里面
    for line in lines:
        right_line += line.replace('\n', ' ').replace('\r', ' ')
        line_length = len(right_line.split(','))
        if line_length >= 14:
            blocks.append(right_line)
            right_line = ''
    for i in blocks:
        f.write(i + '\n')

In [8]:
blocks[1344]


Out[8]:
'121818879105310720,"RT @Min_Reyes: RT @The99Percenters: New video to go viral. From We Are Change http://t.co/6Ff718jk Listen to the guy begging... #ows #cdnpoli",http://a3.twimg.com/sticky/default_profile_images/default_profile_0_normal.png,2011-10-06,5,27,"2011-10-06 05:27:38",N;,MiyazakiMegu,260948518,en,,0,"<a href="http://www.tweetdeck.com" rel="nofollow">TweetDeck</a>" '

3. 读取数据、正确分列


In [1]:
# 提示:你可能需要修改以下路径名
with open("/Users/chengjun/GitHub/cjc/data/ows_tweets_sample_clean.txt", 'rb') as f:
    chunk = f.readlines()

In [10]:
len(chunk)


Out[10]:
2627

In [3]:
chunk[:3]


Out[3]:
['"Twitter ID",Text,"Profile Image URL",Day,Hour,Minute,"Created At",Geo,"From User","From User ID",Language,"To User","To User ID",Source\n',
 '121813144174727168,"RT @AnonKitsu: ALERT!!!!!!!!!!COPS ARE KETTLING PROTESTERS IN PARK W HELICOPTERS AND PADDYWAGONS!!!! #OCCUPYWALLSTREET #OWS #OCCUPYNY PLEASE RT !!HELP!!!!",http://a2.twimg.com/profile_images/1539375713/Twitter_normal.jpg,2011-10-06,5,4,"2011-10-06 05:04:51",N;,Anonops_Cop,401240477,en,,0,"<a href="http://twitter.com/">web</a>"\n',
 '121813146137657344,"@jamiekilstein @allisonkilkenny Interesting interview (never aired, wonder why??) by Fox with #ows protester http://t.co/Fte55Kh7",http://a2.twimg.com/profile_images/1574715503/Kate6_normal.jpg,2011-10-06,5,4,"2011-10-06 05:04:51",N;,KittyHybrid,34532053,en,jamiekilstein,2149053,"<a href="http://twitter.com/">web</a>"\n']

In [11]:
import csv
clean_lines = (line.replace('\x00','') \
               for line in chunk[1:])
lines = csv.reader(clean_lines, delimiter=',', \
                   quotechar='"')

In [32]:
import pandas as pd

df = pd.read_csv("/Users/chengjun/GitHub/cjc/data/ows_tweets_sample_clean.txt",\
                 sep = ',', quotechar='"')
df[:3]


Out[32]:
Twitter ID Text Profile Image URL Day Hour Minute Created At Geo From User From User ID Language To User To User ID Source
0 121813144174727168 RT @AnonKitsu: ALERT!!!!!!!!!!COPS ARE KETTLIN... http://a2.twimg.com/profile_images/1539375713/... 2011-10-06 5 4 2011-10-06 05:04:51 N; Anonops_Cop 401240477 en NaN 0 <a href="http://twitter.com/">...
1 121813146137657344 @jamiekilstein @allisonkilkenny Interesting in... http://a2.twimg.com/profile_images/1574715503/... 2011-10-06 5 4 2011-10-06 05:04:51 N; KittyHybrid 34532053 en jamiekilstein 2149053 <a href="http://twitter.com/">...
2 121813150000619521 @Seductivpancake Right! Those guys have a vict... http://a1.twimg.com/profile_images/1241412831/... 2011-10-06 5 4 2011-10-06 05:04:52 N; nerdsherpa 95067344 en Seductivpancake 19695580 <a href="http://www.echofon.com/"...

In [36]:
df.Text[1]


Out[36]:
'@jamiekilstein @allisonkilkenny Interesting interview (never aired, wonder why??) by Fox with #ows protester http://t.co/Fte55Kh7'

In [37]:
df['From User']


Out[37]:
0           Anonops_Cop
1           KittyHybrid
2            nerdsherpa
3            hamudistan
4               kl_knox
5         vickycrampton
6        burgerbuilders
7              neverfox
8           davidgaliel
9               AnonOws
10           ryanjnagle
11              JanSKay
12         alyssa011968
13           fresh__air
14          fucentarmal
15                 msaf
16            Seekadoo2
17         Jay_in_Omaha
18       starshollowgzt
19            TopCat_TC
20      ElizabethBrossa
21           dpfournier
22         ReTweetAgain
23            Leoslaire
24           tommymiles
25              Perlins
26        SuzanneTwoTon
27             OccupySF
28              k_l_h_j
29              adpucci
             ...       
2596     DadaIsGalletas
2597              dvnix
2598        ilmestykset
2599           Amywhere
2600         EvanPokroy
2601          shaunasmo
2602             pishka
2603     portugaltheman
2604          RomperSTL
2605      hjertebraaten
2606              dvnix
2607             occpal
2608       AntarianRani
2609           vaneeesa
2610           OccupyKC
2611           vaneeesa
2612           vaneeesa
2613        singlepayer
2614             DBAYJR
2615           vaneeesa
2616           guykanon
2617    DakotaNorthAnon
2618           Isajah78
2619       HuggyBear116
2620          shaunasmo
2621         sindikaria
2622          trvslogan
2623           vaneeesa
2624          autolysis
2625         UsRevolt11
Name: From User, dtype: object

4. 统计数量

统计发帖数量所对应的人数的分布

人数在发帖数量方面的分布情况


In [12]:
from collections import defaultdict
data_dict = defaultdict(int)
line_num = 0
lines = csv.reader((line.replace('\x00','') for line in chunk[1:]), delimiter=',', quotechar='"')
for i in lines:
    line_num +=1
    data_dict[i[8]] +=1 # i[8] 是user

In [13]:
data_dict.items()[:5]


Out[13]:
[('Mike_EH_52', 1),
 ('neeirish', 1),
 ('heroofcamelot', 1),
 ('agentdarkapple', 1),
 ('KliphScurlock', 1)]

In [72]:
print line_num


2626

In [14]:
%matplotlib inline
from matplotlib.font_manager import FontProperties
import matplotlib.pyplot as plt
import matplotlib
#matplotlib.rcParams['font.sans-serif'] = ['Microsoft YaHei'] #指定默认字体 
matplotlib.rc("savefig", dpi=100)
font = FontProperties(fname=r'/Users/chengjun/github/cjc/data/msyh.ttf', size=14) # 注意:修改这里的路径名

In [15]:
plt.hist(data_dict.values())
#plt.yscale('log')
#plt.xscale('log')
plt.xlabel(u'发帖数', fontproperties=font)
plt.ylabel(u'人数', fontproperties=font)
plt.show()



In [50]:
tweet_dict = defaultdict(int)
for i in data_dict.values():
    tweet_dict[i] += 1
 
plt.loglog(tweet_dict.keys(), tweet_dict.values(), 'ro',linewidth=2)  
plt.xlabel(u'推特数', fontproperties=font)
plt.ylabel(u'人数', fontproperties=font )
plt.show()



In [51]:
import numpy as np
import statsmodels.api as sm

def powerPlot(d_value, d_freq, color, marker):
    d_freq = [i + 1 for i in d_freq]
    d_prob = [float(i)/sum(d_freq) for i in d_freq]
    #d_rank = ss.rankdata(d_value).astype(int)
    x = np.log(d_value)
    y = np.log(d_prob)
    xx = sm.add_constant(x, prepend=True)
    res = sm.OLS(y,xx).fit()
    constant,beta = res.params
    r2 = res.rsquared
    plt.plot(d_value, d_prob, linestyle = '',  color = color, marker = marker)
    plt.plot(d_value, np.exp(constant+x*beta),"red")
    plt.xscale('log'); plt.yscale('log')
    plt.text(max(d_value)/2,max(d_prob)/10,
             r'$\beta$ = ' + str(round(beta,2)) +'\n' + r'$R^2$ = ' + str(round(r2, 2)))

In [52]:
histo, bin_edges = np.histogram(data_dict.values(), 15)
bin_center = 0.5*(bin_edges[1:] + bin_edges[:-1])
powerPlot(bin_center,histo, 'r', 'o')
#lg=plt.legend(labels = [u'Tweets', u'Fit'], loc=3, fontsize=20)
plt.ylabel(u'概率', fontproperties=font)
plt.xlabel(u'推特数', fontproperties=font)
plt.show()



In [53]:
import statsmodels.api as sm
from collections import defaultdict
import numpy as np

def powerPlot(data):
    d = sorted(data, reverse = True )
    d_table = defaultdict(int)
    for k in d:
        d_table[k] += 1
    d_value = sorted(d_table)
    d_value = [i+1 for i in d_value]
    d_freq = [d_table[i]+1 for i in d_value]
    d_prob = [float(i)/sum(d_freq) for i in d_freq]
    #d_rank = ss.rankdata(d_value).astype(int)
    x = np.log(d_value)
    y = np.log(d_prob)
    xx = sm.add_constant(x, prepend=True)
    res = sm.OLS(y,xx).fit()
    constant,beta = res.params
    r2 = res.rsquared
    plt.plot(d_value, d_prob, 'ro')
    plt.plot(d_value, np.exp(constant+x*beta),"red")
    plt.xscale('log'); plt.yscale('log')
    plt.text(max(d_value)/2,max(d_prob)/5,
             'Beta = ' + str(round(beta,2)) +'\n' + 'R squared = ' + str(round(r2, 2)))
    plt.title('Distribution')
    plt.ylabel('P(K)')
    plt.xlabel('K')
    plt.show()

In [54]:
powerPlot(data_dict.values())



In [53]:
import powerlaw
def plotPowerlaw(data,ax,col,xlab):
    fit = powerlaw.Fit(data,xmin=2)
    #fit = powerlaw.Fit(data)
    fit.plot_pdf(color = col, linewidth = 2)
    a,x = (fit.power_law.alpha,fit.power_law.xmin)
    fit.power_law.plot_pdf(color = col, linestyle = 'dotted', ax = ax, \
                            label = r"$\alpha = %d \:\:, x_{min} = %d$" % (a,x))
    ax.set_xlabel(xlab, fontsize = 20)
    ax.set_ylabel('$Probability$', fontsize = 20)
    plt.legend(loc = 0, frameon = False)

In [49]:
from collections import defaultdict
data_dict = defaultdict(int)

for i in df['From User']:
    data_dict[i] += 1

In [54]:
import matplotlib.cm as cm
cmap = cm.get_cmap('rainbow_r',6)

fig = plt.figure(figsize=(6, 4),facecolor='white')
ax = fig.add_subplot(1, 1, 1)
plotPowerlaw(data_dict.values(), ax,cmap(1), '$Gold\;Metals$')


5. 清洗tweets文本


In [60]:
tweet = '''RT @AnonKitsu: ALERT!!!!!!!!!!COPS ARE KETTLING PROTESTERS IN PARK W HELICOPTERS AND PADDYWAGONS!!!! 
            #OCCUPYWALLSTREET #OWS #OCCUPYNY PLEASE @chengjun @mili http://computational-communication.com 
            http://ccc.nju.edu.cn RT !!HELP!!!!'''

In [61]:
import re

import twitter_text

安装twitter_text

pip install twitter-text-py

无法正常安装的同学

可以在spyder中打开terminal安装


In [16]:
import re

tweet = '''RT @AnonKitsu: ALERT!!!!!!!!!!COPS ARE KETTLING PROTESTERS IN PARK W HELICOPTERS AND PADDYWAGONS!!!! 
            #OCCUPYWALLSTREET #OWS #OCCUPYNY PLEASE @chengjun @mili http://computational-communication.com 
            http://ccc.nju.edu.cn RT !!HELP!!!!'''

rt_patterns = re.compile(r"(RT|via)((?:\b\W*@\w+)+)", \
                         re.IGNORECASE)
rt_user_name = rt_patterns.findall(tweet)[0][1].strip(' @')
rt_user_name


Out[16]:
'AnonKitsu'

In [35]:
import re

tweet = '''@AnonKitsu: ALERT!!!!!!!!!!COPS ARE KETTLING PROTESTERS IN PARK W HELICOPTERS AND PADDYWAGONS!!!! 
            #OCCUPYWALLSTREET #OWS #OCCUPYNY PLEASE @chengjun @mili http://computational-communication.com 
            http://ccc.nju.edu.cn RT !!HELP!!!!'''

rt_patterns = re.compile(r"(RT|via)((?:\b\W*@\w+)+)", re.IGNORECASE)
rt_user_name = rt_patterns.findall(tweet)
print rt_user_name

if rt_user_name:
    print 'it exits.'
else:
    print 'None'


[]
None

In [24]:
import re

def extract_rt_user(tweet):
    rt_patterns = re.compile(r"(RT|via)((?:\b\W*@\w+)+)", re.IGNORECASE)
    rt_user_name = rt_patterns.findall(tweet)
    if rt_user_name:
        rt_user_name = rt_user_name[0][1].strip(' @')
    else:
        rt_user_name = None
    return rt_user_name

In [38]:
tweet = '''@AnonKitsu: ALERT!!!!!!!!!!COPS ARE KETTLING PROTESTERS IN PARK W HELICOPTERS AND PADDYWAGONS!!!! 
            #OCCUPYWALLSTREET #OWS #OCCUPYNY PLEASE @chengjun @mili http://computational-communication.com 
            http://ccc.nju.edu.cn RT !!HELP!!!!'''

print extract_rt_user(tweet)


None

获得清洗过的推特文本

不含人名、url、各种符号(如RT @等)


In [21]:
def extract_tweet_text(tweet, at_names, urls):
    for i in at_names:
        tweet = tweet.replace(i, '')
    for j in urls:
        tweet = tweet.replace(j, '')
    marks = ['RT @', '@', '"', '#', '\n', '\t', '  ']
    for k in marks:
        tweet = tweet.replace(k, '')
    return tweet

In [25]:
import twitter_text

tweet = '''RT @AnonKitsu: ALERT!!!!!!!!!!COPS ARE KETTLING PROTESTERS IN PARK W HELICOPTERS AND PADDYWAGONS!!!! 
            #OCCUPYWALLSTREET #OWS #OCCUPYNY PLEASE @chengjun @mili http://computational-communication.com 
            http://ccc.nju.edu.cn RT !!HELP!!!!'''

ex = twitter_text.Extractor(tweet)
at_names = ex.extract_mentioned_screen_names()
urls = ex.extract_urls()
hashtags = ex.extract_hashtags()
rt_user = extract_rt_user(tweet)
tweet_text = extract_tweet_text(tweet, at_names, urls)

print at_names, urls, hashtags, rt_user,'-------->', tweet_text


[u'AnonKitsu', u'chengjun', u'mili'] [u'http://computational-communication.com', u'http://ccc.nju.edu.cn'] [u'OCCUPYWALLSTREET', u'OWS', u'OCCUPYNY'] AnonKitsu --------> : ALERT!!!!!!!!!!COPS ARE KETTLING PROTESTERS IN PARK W HELICOPTERS AND PADDYWAGONS!!!! OCCUPYWALLSTREET OWS OCCUPYNY PLEASE RT !!HELP!!!!

In [26]:
import csv

lines = csv.reader((line.replace('\x00','') for line in chunk[1:]), delimiter=',', quotechar='"')
tweets = [i[1] for i in lines]

In [27]:
for tweet in tweets[:5]:
    ex = twitter_text.Extractor(tweet)
    at_names = ex.extract_mentioned_screen_names()
    urls = ex.extract_urls()
    hashtags = ex.extract_hashtags()
    rt_user = extract_rt_user(tweet)
    tweet_text = extract_tweet_text(tweet, at_names, urls)

    print at_names, urls, hashtags, rt_user, 
    print tweet_text


[u'AnonKitsu'] [] [u'OCCUPYWALLSTREET', u'OWS', u'OCCUPYNY'] AnonKitsu : ALERT!!!!!!!!!!COPS ARE KETTLING PROTESTERS IN PARK W HELICOPTERS AND PADDYWAGONS!!!! OCCUPYWALLSTREET OWS OCCUPYNY PLEASE RT !!HELP!!!!
[u'jamiekilstein', u'allisonkilkenny'] [u'http://t.co/Fte55Kh7'] [u'ows'] None Interesting interview (never aired, wonder why??) by Fox with ows protester 
[u'Seductivpancake'] [] [u'ows'] None  Right! Those guys have a victory condition: regime change. ows doesn't seem to have a goal I can figure out.
[u'bembel'] [u'http://j.mp/rhHavq'] [u'OccupyWallStreet', u'OWS'] bembel  Occupy Wall Street als linke Antwort auf die Tea Party?OccupyWallStreet OWS
[] [] [u'ows'] None ows White shirt= Brown shirt.

思考:

提取出tweets中的rtuser与user的转发网络

格式:

rt_user1, user1

rt_user2, user3

rt_user2, user4

...

数据保存为csv格式


In [28]:
import csv

lines = csv.reader((line.replace('\x00','') \
                    for line in chunk[1:]), \
                   delimiter=',', quotechar='"')
tweet_user_data = [(i[1], i[8]) for i in lines]
for tweet,user in tweet_user_data:
    rt_user = extract_rt_user(tweet)
    if rt_user:
        print rt_user, ',', user


AnonKitsu , Anonops_Cop
bembel , hamudistan
TheNewDeal , vickycrampton
ForseenUnNamed , AnonOws
tinadupuy , ryanjnagle
UnderdogLib , JanSKay
anonops , msaf
OccupyWallSt , Seekadoo2
TheNewDeal , Jay_in_Omaha
KevDGrussing , starshollowgzt
LJSearles , TopCat_TC
OccupyMainSt , ElizabethBrossa
BlueDuPage , dpfournier
OpWallStreet , ReTweetAgain
Anon_is_you: @AnonyOps , tommymiles
TheNewDeal , Perlins
OccupySF , SuzanneTwoTon
MMFlint , adpucci
OccupySF , subiepick
OccupySF , Tawanda46
TrueGilby , RowleyGirl_4
Titleixbaby , starshollowgzt
neverfox , yelbley
raypride , Beelzebjorn
kittylight , dove_hawk
AnonymousIRC , dctwice
OccupySF , JorgexMA
TheNewDeal , LeftSlashRight
BABYDIABOLICAL , WeCanBeatEczema
Spudlovr , 2foodie
kittylight , dove_hawk
OccupySF , AnnaLovesBooks
diceylee808 , Tawanda46
kittylight , dove_hawk
LyndsayFarlow , WhatMattersNews
OccupySF , JonusMiles
kittylight , dove_hawk
Beelzebjorn , JorgexMA
kittylight , dove_hawk
consciouslibert , CitizenWorm
BlueDuPage , GreeGreece
akrockefeller , HenryZeniewicz
OccupySF , OccupyHsv
OccupySF , subiepick
kelly_carlin , JonathanDBrown
OccupySF , Helyxcious
Din_SFLA , kikiki321
singlepayer , kenjey
livestream , alyssa011968
TheNewDeal , napcat1947
OccupySF , occupygreenbay
Jeannie_Hartley , rivernewstc
KeithOlbermann , Wanderer19
OccupySF , Citizen1452
“@SabzBrach , lulusgirl888
OccupyWallSt , bahnree
kittylight: “@anonops , dove_hawk
OccupySF , volksmenner
cjohanns , LandLLaBoy
GreeGreece , katiaperuca
A_L_A_Politics , WhatMattersNews
KeithOlbermann , dannydoodar
OccupyPics , liujingsheng001
AnonymousIRC , Hacksperger
OccupyVancouver , amandalilja8
AnonKitsu , LifeasaReader
pixls , thedailyfishfry
Jeannie_Hartley , The_News_DIVA
angela0328 , OccupyNCGBORO
labgrrl , HenryZeniewicz
KrisKaos , CitizenWorm
OccupySF , robveliz
OccupySF , robveliz
TheReidReport , allanbrauer
CharlesBivona , smacknrat
anonops , primeris
TheNewDeal , ImogeneM1
WeOccupyAmerica , cheappoet
OccupySF , artkiver
Shoq , Kinniska
OccupySF , Helyxcious
Beelzebjorn , Amywhere
CharlesBivona , Timothy_S
: @OccupyFDSF , CalFireNews
Spudlovr , mangobeach
mrbarnard1 , LifeasaReader
BrettGleason , AccidentalBear
CharlesBivona , OccupyMainSt
majorityfm , popart84
Balkingpoints: @JeffSharlet , TucsonOccupy
A_L_A_Politics , Christoph2012
BlueDuPage , OccupyNCGBORO
Leslie_Wolfe , lhsalmon
OccupySF , dangerousalice
OccupySF , rbscaife
OccupyMainSt , kassandria13
“@ForseenUnNamed , lulusgirl888
OccupySF , dangerousalice
jacobchicago @MattVTyler , MattVTyler
LibertyBelle4 , kelliebrat61
Balkingpoints: @JeffSharlet , DonShappelle
Seekadoo2 , CAFalk
KeithOlbermann , FernandoSabines
OccupySF , sfslim
OccupySF , indigojourney
jeremyscahill , msaf
OccupySF , jimmytheheel
TheNewDeal , vickycrampton
CelluloidBlonde , KimbrlyKrautter
azmoderate , bebird
OccupyWallSt , Truthcaster1
CalFireNews , nicoles
KeithOlbermann , jameswhitely
TheNewDeal , WomanVote
CharlesBivona , OccupyWallSt
TheNewDeal , nepsik_proto
KrisKaos , Jay_in_Omaha
CharlesBivona , jodicanary0501
WeOccupyAmerica , born2twittah
OccupySF , nicoles
OccupySF , dangerousalice
anonops , Tibby1989
UnderdogLib , cheappoet
BigBizznass , nicoles
anonops , ScurvyMcRickets
Wotansson , dctwice
OccupySF , okiebowl
AnonymousIRC , KaruJOY
OccupySF , BlizzyBe
CharlesBivona , cheappoet
anonops , Bavilabo
MattBors , b_strange
josh2462 , WhatMattersNews
MoveOn , LGJuanDewey
cjohanns , AnonNCarolina2
kittyFitz50 , bebird
JoshuaHol , Procoolgranny
OccupyAlbany , SirrK
OccupySF , thewindsofwar
OccupySF , BlizzyBe
jeremyscahill , cheappoet
MoveOn , 45JORDAN
pdneko , A_L_A_Politics
SGardinier , chantzerolin
Lizardoid , Tokyo_Tom
Saccaparami , thewindsofwar
jeremyscahill , born2twittah
JoshuaHol , Procoolgranny
jeremyscahill , ApolloForever
TdottH , StevConnor
cjohanns: @MMFlint , ConspiracyWATCH
OccupySF , JaniceKay5
OccupySF , indigojourney
boffchops , UsRevolt11
labgrrl , esd2000
OccupySF , OccupyHsv
angela0328 , AnonNCarolina2
OccupySF , GreggJLevine
OccupySF , subiepick
99_film , ChipleKira
OccupySF , occupygreenbay
AACina , zatch6789
OccupyMainSt , cheappoet
NeffKen , RevLea
OccupySF , skweekie
KeithOlbermann , rayvyn2k
Spudlovr , occupygreenbay
soynicay , mafuok
CalFireNews , kittystryker
OccupySF , Eva_in_Oregon
Joshsod , URSUExternal
nicolesandler , Balkingpoints
peterrothberg , _Snafubar_
Thomasgivens , LibertyBelle4
BiffSpliff: “@ModernBetsy , lulusgirl888
BlueDuPage , BlizzyBe
RichardKimNYC , BakaKale
kittylight , kittylightsCat
OccupySF , Scoopyex
myrddenbuckley , Loading1333
OccupySF , nicoles
KeithSmooth , RubberRoomHotel
kelly_carlin , dannydoodar
99_film , zatch6789
TheNewDeal , elctrodnd21
KeithOlbermann , JBeres87
Beelzebjorn , ganralf7
kittylight , kittylightsCat
jeremyscahill , pixplz
kittylight , kittylightsCat
angela0328 , cassandraheresy
TheNewDeal , revrendoni
labgrrl , ANGRYSAM
kittylight , kittylightsCat
99_film , Break1_9
TheOther99 , Phraise_one
99_film , 99_occupy
99_film , AudreyEwell
OccupySF , Shiftinthinking
MattBors , Cocoxochitl
OccupySF , KMM_OR
majorityfm , djtroublemaker
JLownLaw , The99Percenters
MJMcKean , PARKETH84
kittylight , kittylightsCat
kittylight , kittylightsCat
TheOther99: @TheOther99 , miss_millions
JLownLaw , Kaymee
CharlesBivona , Truthcaster1
kittylight , kittylightsCat
DaveMc99TA , Azurke
TheNewDeal , bonapartess1
Hexham67 , ladykayaker
cjohanns , Amywhere
brookejarvis , swianecki
CharlesBivona , kassandria13
anonops , livvy_xox
CalFireNews , KarynBakoCA
bveeus , The_Proletarian
LJSearles , thewindsofwar
TorianBrown , distantlover125
cjohanns , kittylightsCat
OccupyWallSt , RowleyGirl_4
OccupySF , CaraCordoni
OccupySF , Leoslaire
codeamazon , robinjpearson
BlueDuPage , LeftSlashRight
JeffreyFeldman , NouriNv
robertolobianco , Cin_Le1
anonops , shahid
RichardKimNYC , UANO1CATS
CelluloidBlonde , liubaldo_garcia
cjoh , kreneskyp
Beelzebjorn , Nemokrati
CharlesBivona , ellinjaa
OccupySF , Jay_in_Omaha
OccupyWallSt , Vida_Jay
jeremyscahill , justinhaaheim
TheNewDeal , MiyazakiMegu
OccupySF , LJSearles
HuggyBear116 , miixxy
OccupySF , Shiftinthinking
OccupySF , OccupyHsv
OccupySF , Shiftinthinking
PattyOnEdge , N1CKG_g
OccupySF , GuerrillaDaily
OccupySF , volksmenner
OccupyMainSt , BlueDuPage
TorianBrown , miixxy
OccupySF , Mikee1da
ConspiracyWATCH , mattdina
gwynnek , xica25
wordpressdotcom , MentalPoison
HumanityCritic , PhattyF
OccupySF , Shiftinthinking
TheNewDeal , MinkoffMinx
DJHustle @T5JS @ArtisticBlog @magnifyk , CosmUnity
jeremyscahill , twatwaffle8
michaelschaub , jazzidiot
OccupySantaFe , BlueDuPage
OccupySF , little_sparrows
BigMoe_ , AtomAu
anonops , jefe331
anonops , phileeznuts
TheNewDeal , tjgdolphin
ForseenUnNamed , asperkimberly
jeffsharlet , NewAmericaMedia
CharlesBivona , RhythmFootPrint
TorianBrown , kittylight
Saccaparami , mangobeach
LibertyBelle4 , brx0
FreakOutNation , Screwcomforttoo
WeOccupyAmerica , AnnieAngst
miixxy , LittonFire
SoufiandMe , ishtarmuz
csobol , MiyazakiMegu
LJSearles , jimmytheheel
robert3242 , RowleyGirl_4
deniseromano , CrimeCaster
TheNewDeal , tjgdolphin
OccupySF , StillDiggin
WeOccupyAmerica , favstar_pop
CalFireNews , bakerbacare
OccupySF , StillDiggin
CalFireNews , lynx55
PennyRed , LutherPatenge
OccupySF , StillDiggin
TheRealGiest , soynicay
neverfox , KirsteninMT
CalFireNews , WarOnErrorDKos
OccupySF , OccupyHsv
OccupyWallSt , RyanHigginsRyan
lynx55 , kittylight
codeamazon , TheNewPopulists
OccupySF , HenryZeniewicz
OccupySF , StillDiggin
anonops , MarlowesFaustus
WhatMattersNews , OccupySomething
joemerino5 , miixxy
Beelzebjorn , berinder
anonops , AnonymousFL
jopauca , forever_flavor6
JLownLaw , mike42024769
OccupyMainSt , esd2000
CalFireNews , LusciousLani
LibertyBelle4 , Tawanda46
beetle_eater , ElizabethJone18
OccupyWallSt , evilllamas
geckomom , jimmytheheel
bluedupage , WR_
NewAmericaMedia , mafuok
TimothyS , RevLea
OccupySF , CaraCordoni
LJSearles , thewindsofwar
ChefKreyolAyiti , MsRamy
deniseromano , MarlowesFaustus
Din_SFLA , hlebcats
OccupyResults , bebird
PhattyF , dvnix
Dharmapunk12 , MostafaCFE
miixxy , jimmytheheel
The99Pct , iteabellsingers
CalFireNews , ElizabethJone18
Seekadoo2 , Amywhere
inbarati , fpaulin
FreakOutNation , DrinkBeerN0tTea
OccupySF , Eva_in_Oregon
phillipanderson , michaelwhitney
inbarati , wavyca
TheNewDeal , subiepick
inbarati , Thunderbro_
The99Pct , agentdarkapple
OccupySF , HenryZeniewicz
ZempOh , TheSHW
LJSearles , ishtarmuz
OccupySF , airialclark
Jeannie_Hartley , leeand00
VoidSeed , OOOlson
OccupySantaFe , cjohanns
CalFireNews , HeartOfOrion
glorie_: @andersoncooper , wavyca
cjohanns , galatorg
BevanWhitfield , rivenhomewood
OccupySF , StillDiggin
OccupySF , VendettaStudies
MJMcKean , mamachao23
misosusanowa , rivenhomewood
OccupySF , pagescster
ewshefarted , Dogpatch05
OccupySF , lynx55
thomshouse , explainify
OccupyWallSt , King_Gonad
CalFireNews , kittylight
cjohanns , galatorg
PoliticsOfFear , CraigR3521
LJSearles , HeartOfOrion
p_auer , explainify
Jehuniko1 , Ikuestion
miixxy , Kaymee
OccupySF , ishtarmuz
BlueDuPage , jashsf
TheNewDeal , bebullish20k
CalFireNews , n4rky
TheNewDeal , MistrGreen56
Spudlovr , Nougatrocity
OccupySantaFe , marxistveteran
OccupySF , subiepick
99_film , aaronaites
OccupySF , OccupyToledo
Spudlovr , DubMasterC
labgrrl , leeand00
TheEdShow , timmytink
OccupySF , OccupyBham
Spudlovr , HenryZeniewicz
anonops , UnderdogLib
jeremyscahill , rjkuyvenhoven
diceylee808 , SabzBrach
Leslie_Wolfe , vickycrampton
SupermanHotMale , Shikona
anonops , JoBremerton
OccupySF , jxxmxx
CalFireNews , ShelleyBuck
OccupySF , Wanderer19
UnanimousHQ , cassandraheresy
timmytink , Tosfm
diceylee808 , OccupyWallSt
Ilikewoods: @Tawanda46 , Tawanda46
OccupyWallSt , lukelavanway
TrueGilby , pandazizou
OccupySF , kittylight
OccupyRedlands: @OccupyRiverside @OccupyLA @OWSLosAngeles , occupyRiverside
OccupySantaFe , ActivistsVoice
LucyKafanov , leeand00
OccupySantaFe , lancejgosnell
OccupyWallSt , paralax999
OccupySF , chhockle
OccupySantaFe , The99Percenters
BuoySirUs , MiyazakiMegu
ChipleKira: @KeithOlbermann , melissaS130
OccupySF , The99Percenters
OccupySF , chhockle
jeremyscahill , King_Gonad
OccupySF , VendettaStudies
FreakOutNation , memimemimy
OccupyRedlands @OccupyRiverside @OccupyLA @OWSLosAngeles , occupyRiverside
anonops , wrwarwick
OccupySF , OccupyAppleton
OccupySF , PyreBorn
OccupySF , OccupyAppleton
allisonkilkenny , 1sideways8
TorianBrown , OccupySomething
OccupySF , OccupyAppleton
OccupySF , PyreBorn
schwartzbrown , shilkytouch
kallou22 , MiyazakiMegu
TheNewDeal , markwhitt1
TheOther99: @TheOther99 , KliphScurlock
occupyRiverside , adamwebs1
AnonymousIRC , Beal187
LJSearles , INTLRevolver
jeremyscahill , bellanerdette
diceylee808 , spacefroot
TheNewDeal , markwhitt1
findantruth , TheZparty
McBlondeLand , watergatesummer
OccupySF , melanie0010
azmoderate , HenryZeniewicz
hadearkandil , J4LYN
diceylee808 , AcePants
WeOccupyAmerica , ishtarmuz
diceylee808 , sandra1672
TimothyChutes , cgpb
GuerillaMonk , A_Lambillion
PoliticsOfFear , Libertarian52
diceylee808 , Canarycall
TheNewDeal , markwhitt1
OccupySF , Wanderer19
pixls , URSUExternal
OccupySantaFe , StargazingFire
AngieignA: @Maikel_Mangapul , Maikel_Mangapul
diceylee808 , diydanna
diceylee808 , micchiato
tazshedevl , Spudlovr
UnderdogLib , skweekie
TheEdShow , vallie
AnonymousIRC , The_Proletarian
CalFireNews , KurtSchlichter
BlackLagooner , robinjpearson
angelsavant , OpWallStreet
OccupyWallSt , steadyblogging
diceylee808 , bluedutchess726
TimothyS , jcporter1
anonops , markwhitt1
timmytink , franniebobannie
dominicksaia , NationalReset
PoliticsOfFear , GRTHEGREATEST1
PhattyF , kyduchess
PoliticsOfFear , OccupySomething
TorianBrown , OpWallStreet
OccupyAnchorage: “@aldrichj , strawprophet
WeOccupyAmerica , okiebowl
OccupySF , HeartOfOrion
majorityfm , JennaRayJedi
TheNewDeal , rowan_celeste
PirateWench , Sinj1
KeithOlbermann , adamluebke
anonops , OpPanama
BigMoe_ , leeand00
OccupyWallSt , ReemMosleh
patrickshampine , Man0101oWar
youtube , Aine
mytwistedwords1: @jacobchicago , FunkynFortunate
KeithOlbermann , ratkins
jeremyscahill , martinperna
OOOlson , bluedutchess726
meiwd , eraser
OccupySantaFe , mattmdiaz
PirateWench , Sinj1
OccupyMainSt , VoiceFromLeft
diceylee808 , AnonNCarolina2
UnderdogLib , bluedutchess726
TorianBrown , Canarycall
burgerbuilders , No_Bozo
ClassStruggler , literaryleft
Spudlovr , peaceonstreets
Titleixbaby , cwebba1
PyreBorn , UnseenLetterbox
TheNewDeal , SMitchell38
vallie , INTLRevolver
AnonNCarolina2 , miixxy
OpWallStreet , OpeningPage
anonops , 1940_1980
diceylee808 , Toasterrr
derekahunter , themick1962
OccupySF , skweekie
i8wamu , SocialApocalyps
TorianBrown , judderwocky
PoliticsOfFear , OccupySomething
kittylight: “@anonops , lynx55
TheLoneDeranger , StargazingFire
CharlesBivona , superreturns
i8wamu , thewindsofwar
TheNewDeal , the_other_HK
butttless , carrig41
OccupyMN , bratmeg
OccupySF , burgerbuilders
TheNewDeal , Kaymee
ElizabethJone18 , RevLea
OccupyVancouver , linzgay
OccupySF , thewindsofwar
TimothyS , jcporter1
OccupySantaFe , kyduchess
pyrmontvillage , RoyE_AU
Barry_O44 , SpreadButter
OccupySF , BigBizznass
OccupyWallSt , Truthcaster1
WeOccupyAmerica , kikiki321
TheNewDeal , billgcta
martinperna , ryanjnagle
anonops , DratSaddamWCK
diceylee808 , KVSwagger
diceylee808 , burgerbuilders
Dharmapunk12 , cassandraheresy
Kaymee , DownWithTheBull
TorianBrown , Hanksingle
PyreBorn , Shiftinthinking
MattBors , Jelperman
Min_Reyes , pqpolitics
dominicksaia , Spudlovr
anonops , melissaS130
CountdownKO , RowleyGirl_4
derekahunter , BradMarston
kathiewallace , malcolmjackson
PyreBorn , ElizabethJone18
Anon_Lobo , melanie0010
kcravenmusic: @OccupyFlorida , markwhitt1
PyreBorn , NWDowns
PoliticsOfFear , frank95054
OccupyComms , malaeus
BlueDuPage , watergatesummer
DonShappelle , Kaydreein
CalFireNews , Renaistweet
mpjackson , MarlowesFaustus
TheBookVlogger , Occupy_duess
OccupyWallSt , welchem89
Asher_Wolf , malaeus
peterrothberg , madhousemirror
diceylee808 , superbranch
OccupySF , Angelete71
OccupyHouston , Ironic_IconsArt
ClassicBookworm , identitytempl8
hadearkandil , mattmdiaz
TooBigToBail , wavyca
diceylee808 , andrewbigdoor
WeOccupyAmerica , UsRevolt11
anonops , misfitjen
MattBors , phillipanderson
diceylee808 , phill_spiker
ForseenUnNamed , arielpoland
jeremyscahill , mfu
k_l_h_j , jimmytheheel
OccupySF , Tawanda46
LJSearles , wrenandox
cjohanns , Nick_Est
PyreBorn , tylerhjames64
youtube , Aine
OccupySF , Calin_EU
butttless , DiverCTH
jackwadeshow , Jockque
PyreBorn , Shiftinthinking
hadearkandil , airialclark
jackwadeshow , 6eep6eep
diceylee808 , SonDancing
AnonNCarolina2 , Kaymee
TheNewDeal , korpdawg
mpjackson , red_rogers
lawscribe , Zintia_nl
mrsteele28 , WhatMattersNews
hadearkandil , tommymiles
Trutherton , oPHILOSORAPTORo
TorianBrown , ma5terenexili0
Badgitator , heidi6300
OccupyMainSt , UnifiedLeft
marcocesarsaenz , lexcampbell
marcocesarsaenz , NYC_GMC
OccupySF , Kaymee
TheNewDeal , King_Gonad
joehump52: @OccupyWallStNYC , forever_flavor6
MeTheMessinger , ihadaneviltwin
OccupyWallSt , Vida_Jay
ElizabethJone18 , holidaygoheavy
TriRunner302 , IronChad
millbot , Spudlovr
rspires1952 , PMgeezer
seasonothebitch , madeline_oh
TheNewDeal , shannona_smith
BaileyMcC , megather
akrockefeller , Tokyo_Tom
OccupySF , OccupyBham
lawscribe , LiviaBorak
diceylee808 , IglooAnonymous
Badgitator , OccupyWallSt
TommySwitch , DjSknee
PyreBorn , Shiftinthinking
hadearkandil , Beelzebjorn
tinadupuy , javimorillo
ElizabethBrossa , DemonProphet
hadearkandil , heartbraden
OccupySantaFe , AlvinsMom
anonops , critmasspanic
OccupyMainSt , pishka
PyreBorn , NWDowns
TurboKitty , mangobeach
sundeux , GuerrillaDaily
occupythefuture , MikePFrank
PennyRed , acid_
Badgitator , PyreBorn
Beyerstein , Titleixbaby
Benjamin_Flex , RevLea
OccupySF , occupyRiverside
OccupySF , deviousjenna
lovexinfiniti , WhatMattersNews
TorianBrown , SvenStraatveit
AlanColmes , shannona_smith
Badgitator , KKElephant
KeithOlbermann , KaraAlesandra
Badgitator , OccupyMainSt
TheNewDeal , lonnie509
OccupyMainSt , soybomber
anonops , modsix
OccupySF , occupyRiverside
cjohanns , rattlecans
UltraVerified , starshollowgzt
Badgitator , OccupyBham
Badgitator , LauraShezBar
Badgitator , BlackOceanGhost
WeOccupyAmerica , cheappoet
Valerie0714 , Luchia_
OccupyWallSt , DemonProphet
Badgitator , OccupySeattle
OccupyWallSt , laurenj_ellis
Badgitator , S_Paden11
TheOther99 , realsociology
derekahunter , LRJD
guardian , evaottesmith
PhattyF , AlvinsMom
Badgitator , MikkiCZ
millbot , WhatMattersNews
jeremyscahill , deezthugs
anonops , ZK82
Badgitator , CrownCityCuts
sundeux , melanie0010
deniseromano , raycapiral
shannona_smith , chillchuckchill
leighalexander , Manpuncher
CharlesBivona , Garou_Cuac
diceylee808 , MikeHeXt
Badgitator , AntonioFlores00
amandafrahm , Beelzebjorn
sundeux , GlobalRevLive
k_l_h_j: @mariacaranto , TheNewPopulists
millbot , goundermytongue
Shoq , shannona_smith
TheNewDeal , SMitchell38
OccupySF , galatorg
guardian , evaottesmith
OccupySF , occupyRiverside
BSox_Revolution , TheNewPopulists
Badgitator , ClassicBookworm
TheNewDeal , naveplanetoide
sundeux , Mikee1da
Badgitator , mattmdiaz
daveweigel , shannona_smith
kelly_carlin , JoAllisonHenn
Benjamin_Flex , blackdognorth
Badgitator , thewindsofwar
OccupyMainSt , NinaNerdFace
TheNewDeal , laflifa
Badgitator , Break1_9
TheNewDeal , paris1939
KeithOlbermann , pswswiney
UnanimousHQ , dgsr505
Badgitator , josh_ulino
LJSearles , JackDeTate
Badgitator , deviousjenna
lawscribe , radiofreejordan
Badgitator , Matias_DreadScy
OccupyMainSt , sardonicallyme
TurboKitty , jimmytheheel
OccupySantaFe , deviousjenna
Valerie0714 , bluedutchess726
diceylee808 , HahaYoureFunny
Badgitator , Johnnyjuby
MJMcKean , zenbazooka
DaveMc99TA , randytweets510
BABYDIABOLICAL , MikeHeXt
LibertyBelle4 , watergatesummer
kittylight: “@Truth247 , dove_hawk
ElizabethJone18 , IamNickyT
TheNewDeal , naveplanetoide
BlackLagooner , OccupySeattle
Badgitator , Desencubridor
Badgitator , DeemaM
kittylight: “@LOLGOP , dove_hawk
UnderdogLib , bluedutchess726
timmytink , TopCat_TC
AnonNCarolina2 , TheChaseNight
diceylee808 , Break1_9
Badgitator , rocketgirl3914
Badgitator , angelindiskies
Badgitator , 6eep6eep
Badgitator , seemegonzo
jeremyscahill , josh_ulino
Badgitator , TheBookVlogger
BlackLagooner , heatherhydra
tazshedevl , mangobeach
anonops , _in_lakech
OccupyMainSt , Tokyo_Tom
Teddy2500 , OccupyHolidays
sundeux , indigojourney
OccupySF , PASmokey
LibertyBelle4 , starshollowgzt
KBDPHD , BangoRkt
OccupyMainSt , bluedutchess726
Badgitator , ADAPTChicago
Badgitator , andrewbigdoor
NeffKen: @MikeBloomberg @NYCMayorsOffice @NYGovCuomo , nayan1875
hadearkandil , NasJab
Valerie0714 , esd2000
guardian , evaottesmith
seasonothebitch , phillipanderson
UnderdogLib , search4truth1
OccupySF , dove_hawk
Badgitator , Nicotone
sundeux , good2bgreene
youtube , OhMeadhbh
Badgitator , Snarkathon
Badgitator , Myss_Relentless
sundeux , skweekie
Badgitator , ellinjaa
OccupySF , ElizabethJone18
PyreBorn , Eva_in_Oregon
sunshineejc: @OccupyWallStreet , Procoolgranny
Zoocritter , _joaniegirl
TorianBrown , Kevinovations
jeremyscahill , aarondhknight
Badgitator , RevLea
OccupyMainSt , kikiki321
OccupyMainSt , DonShappelle
sundeux , lancejgosnell
hadearkandil , darrenlund
OccupyMainSt , DieLowen
AnonKitsu , theJGway
OccupyMainSt , Ciudadano_Zer0
alphaisforever , rustymk2
ArrghPaine , angelsavant
Badgitator , arthurfragoso
WeOccupyAmerica , HahaYoureFunny
Badgitator , Little_Luna1
MMFlint , veggieterrain
kikiki321 , leeand00
millbot , SalCtrProg
anonops , Queiroga_
cmfcknw , LiveFree24x7
ZandarVTS , King_Gonad
holidaygoheavy , ElizabethJone18
jmalsin , watergatesummer
PyreBorn , americanzpring
GreeGreece , DanaGirl
TurboKitty , skweekie
OccupyWallSt , MarcoCesarSaenz
OccupyMainSt , acatman
Badgitator , LinkIzMyHomeboy
MikeHeXt , reneeroman300
TheNewDeal , oakAsfan24
Badgitator , MyDixie_Wrecked
sundeux , OccupyOrlMedia
sundeux , ArianaFaustini
JLownLaw , AGrandKerfuffle
peterrothberg , LeftSlashRight
Badgitator , LGwhat
Moizzil , Muslims4RonPaul
kkalmes2 , bazingainc
sundeux , Break1_9
BlackLagooner , SvenStraatveit
Badgitator , CACR25
OccupySF , PASmokey
diceylee808 , OccupySeattle
CharlesBivona , halabalusa
Badgitator , bebird
TheNewDeal , MarlowesFaustus
BCeeGee , Nosapaid
Badgitator , imchasesbrain
tommasonic , Gloves4Masons
dominique_e_ , oglhaiti
mobius1ski , AGrandKerfuffle
red_rogers , guykanon
TorianBrown , papabearblaker
McBlondeLand , watergatesummer
LiveFree24x7 , KrissyRubbles
OccupySF , 48thave
OccupySF , kidcaregiver
PoliticsOfFear , liveforthesun
OccupyMainSt , Kaydreein
DratSaddamWCK , skweekie
AnonKitsu , emmaleelife
Badgitator , plathrop7
occupygreenbay , AnonyMissBadger
Spudlovr , mangobeach
anonops , RayPayola
TheNewDeal , Jennyjinx
OccupySF , OccupySeattle
rustymk2 , ShawnMilli
DaveMc99TA , frogsarelovely
ChipleKira , KeithOlbermann
deniseromano , LaidBackFarmer
Spudlovr , leeand00
OccupyMainSt , Kaymee
deniseromano , letfreedomspk
OccupyWallSt , nom_de_fume
sundeux , GlobalOccupier
SEIUenEspanol , RafaelMorataya2
kkalmes2 , MAK7591
OccupyWallSt , alaskaRP
MitchHurley , franniebobannie
TorianBrown , UnifiedLeft
KeithOlbermann , maximosis
TheNewDeal , nom_de_fume
Badgitator , nbcapobia
OccupySF , WeROccupyUnited
Badgitator , Psy51
OccupySF , katwithabook
KeithOlbermann , pswswiney
TheNewDeal , chachiTHEgr8
OccupyMainSt , dannydoodar
OccupySF , mgpettit
KeithOlbermann , 3rdShftSexClerk
KeithOlbermann , kikiki321
Genespark: @justgrateful @ows , justgrateful
TheNewDeal , Bobbitz1944
KeithOlbermann , mjsunflowerjj
liveforthesun , Hardline_Stance
KeithOlbermann , Luchia_
KeithOlbermann , bebird
OccupySF , BadMonsanto
BigBizznass , mgpettit
OccupySF , mgpettit
CharlesBivona , Gobanian
millbot , Athenae
hadearkandil , franniebobannie
lukec , keeth
OccupySF , Tawanda46
TheNewDeal , ElleCSid
Badgitator , justforclasss
peterrothberg , mangobeach
tnr , JackHart67
alphaisforever , jugganautical
sundeux , kidcaregiver
DeadJack57 , xalisae
sundeux , kallou22
KeithOlbermann , starshollowgzt
anonops , klejko
margiemetz44 , WhatMattersNews
KeithOlbermann , quirkyme
KeithOlbermann , skooks
sundeux , occupygreenbay
KeithOlbermann , TheRagingCelt
CalFireNews , CynthiaY29
chachiTHEgr8 , k_l_h_j
seasonothebitch , JahFurry
KeithOlbermann , Aine
anonops , timetrick
Zoocritter , achariw
KeithOlbermann , trevineanise
seasonothebitch , emiliawrites
anonops , Anti_Secret
jeremyscahill , randytweets510
Robyn_DaHood: @headhntr @Fight4Fairness @YourAnonNews , skweekie
miixxy , Tokyo_Tom
because_thalb , Can_ada
pourmecoffee , cherrytreecig
PsychoNotLiz , NWDowns
KeithOlbermann , MAK7591
sundeux , lipstickham
KeithOlbermann , jlr_1969
Valerie0714 , DaveMc99TA
KeithOlbermann , OccupyWallStNYC
CharlesBivona , tinajbowen
Spudlovr , occupygreenbay
sundeux , StargazingFire
PyreBorn , NWDowns
KeithOlbermann , five15design
McBlondeLand , starshollowgzt
hyperlocavore , because_thalb
KeithOlbermann , FinchHaven
diceylee808 , KNDEA
KeithOlbermann , josephdemaria
KeithOlbermann , SuzanneTwoTon
CultOfAngelique , skweekie
Shoq: @AP , mykatmikey
OccupySF , AtomAu
randytweets510 , MAK7591
JC_Christian , SuzanneTwoTon
Badgitator , Kevinovations
CharlesBivona , cgartmann24
phillipanderson , bmaz
WeROccupyUnited , thewindsofwar
KeithOlbermann , FreiahD
livestream , mbooshay
diceylee808 , AnoniW33ZY
Saccaparami , mangobeach
KeithOlbermann , rckvm
mkink , Jessica_Shearer
GhostPanther , buckzollo
jimmytheheel: @TurboKitty , VegasPhotog
WeOccupyAmerica , revrendoni
TTSCanada , frogsarelovely
Badgitator , Screwcomforttoo
WeOccupyAmerica , vtknitboy
JC_Christian , starshollowgzt
KeithOlbermann , billgcta
TheNewDeal , StigNasty
PyreBorn , thewindsofwar
shannona_smith , lipstickham
PyreBorn , Anti_Secret
Min_Reyes , MiyazakiMegu
allisonkilkenny , YezeniaPoulsen
OccupySF , BigBizznass
alanranta , deviousjenna
azmoderate , boilthebeast
TheNewDeal , bebullish20k
sundeux , 3lis3Ashl3y
ChipleKira , AnonNCarolina2
Spudlovr , jimgigliotti
KeithOlbermann , jeskriske
mobius1ski , OccupyWallStNYC
TheNewDeal , alnayeb
WeROccupyUnited , thewindsofwar
Beelzebjorn , babaoreilymike
kkalmes2 , Rebecca1nAZ
UnionPlus , IELMCC
KeithOlbermann , NWDowns
tnr , democrab
MJMcKean , peterdamien
JosephKBlack: @andersoncooper , skweekie
biinT , torinstweets
TheLoneDeranger , pulserazor
Jeannie_Hartley , rkell
deniseromano: @Pirata13 , sisbuzz
mobius1ski , kcravenmusic
jeremyscahill , jimgigliotti
ChipleKira , AnonNCarolina2
jeremyscahill , alaskaRP
PyreBorn , JoshuaHol
KeithOlbermann , because_thalb
UnderdogLib , babaoreilymike
ChipleKira , ptypk
KeithOlbermann , pishka
occupygreenbay , because_thalb
edgewatercreek , Isajah78
DanaGirl , skweekie
OccupySF , SteveLussier
Tokyo_Tom , Santnamor2013
randytweets510 , Prime_116
TheNewDeal , Tigergal62
AnonyOps , MikeHeXt
PyreBorn , AtomAu
KeithSmooth , RawwrrrRyan
red_rogers , Demopublican1
Spudlovr , leeand00
KeithOlbermann , Meisju
Shoq , MiyazakiMegu
AddThis , jasminepw
seasonothebitch , RickSmithShow
seasonothebitch , banditelli
WeOccupyAmerica , mospiritu
OccupySF , SteveLussier
KeithOlbermann , monkeyofdarknes
KeithOlbermann , grassrootzv
mobius1ski , cee_skwared
WeROccupyUnited , GlobalRevLive
KeithOlbermann , MastaMp3
mobius1ski , OccupyWallSt
KeithOlbermann , Kaymee
KeithOlbermann , RearNakedSmoke
seasonothebitch , bmaz
TheOther99: @TheOther99 , malaeus
WeOccupyAmerica , UrbanForager
KeithOlbermann , FackBuster
deniseromano , malaeus
mobius1ski , starshollowgzt
JoshuaHol , WThomasMarks
WeROccupyUnited , good2bgreene
anonops , bori_214
anonops , thedrunkdriver
OccupyWallSt , Daigansf
PyreBorn , ladykayaker
MotherJones , christianepps
Valerie0714 , azmoderate
Tokyo_Tom , leeand00
hadearkandil , hjertebraaten
Titleixbaby , wheeliesmom
WeROccupyUnited , BigBizznass
Screwcomforttoo , freespeach2
JoshuaHol , joanwalsh
pixls , sKgBdub
KeithOlbermann , kaatje36
KeithOlbermann , ACCBiggz
PoliticsOfFear , GeorgeAngus
KeithOlbermann , derrickcrowe
LJSearles , because_thalb
Spudlovr , jimgigliotti
JoshuaHol , PyreBorn
JosephKBlack , KforKallisti
TracyLeigh10 , Tokyo_Tom
anonops , superreturns
Badgitator , yarddonky
KeithOlbermann , Itsmekelly
crewislife , GomerWHoward
themojowire , skweekie
mobius1ski , soybomber
WeROccupyUnited , Break1_9
DrBenway23 , wavyca
Valerie0714 , mangobeach
inwpress , prajnaseek
TheNewDeal , dmcrane
caine2000 , cassandraheresy
DonShappelle , myfaceinforums
KeithOlbermann , KarynBakoCA
anonops , NotWilson1
KeithOlbermann , OWNtheNWO
KeithOlbermann , Matt_Mahaney
KeithOlbermann , soybomber
JoshuaHol , GreggJLevine
thedejavudu , syaume
tinadupuy , jscottfitzwater
JoshuaHol , freespeach2
KeithOlbermann , realthaniil
inwpress , prajnaseek
diceylee808 , Aine
WeROccupyUnited , Marshallsfuture
KeithOlbermann , heatherhydra
JoshuaHol , SooperMexican
KeithOlbermann , mykatmikey
52stations , Pixelfish
Spudlovr , dmcrane
KeithOlbermann , AgentMomost
PyreBorn , klaptastic
sundeux , Can_ada
JoshuaHol , MikeElk
KeithOlbermann , BuzzIzarownd
PlanetPOV , BrainTrack
KeithOlbermann , Tim_Sanchez
Spudlovr , occupygreenbay
mobius1ski , MiroWare
OccupyMainSt , yarddonky
KeithOlbermann , Break1_9
KeithOlbermann , LeightonCardno
millbot , shonan_naminori
Badgitator , OccupyWallStNYC
anonops , pishka
KeithOlbermann , Shadow_Frau
WeROccupyUnited , Occupy_duess
mobius1ski , farewellRPBLC
SolCollins: @moposc , Kaydreein
OccupyWallSt , superreturns
Badgitator , charliezugasti
PyreBorn , liamrulz
KeithOlbermann , Hussein_Jaafar
Badgitator , fresh__air
KeithOlbermann , gypsy18
lynx55 , wheeliesmom
KeithOlbermann , xbradx75
ewshefarted , stevenstim
KeithOlbermann , liubaldo_garcia
Badgitator , Imlostinwyoming
thomascarpe , WhatMattersNews
holidaygoheavy , liamrulz
WeROccupyUnited , brendanorrell
MoveOn , Sweet_Reason
WeROccupyUnited , AnonBecca
mobius1ski , soybomber
Beelzebjorn , lancejgosnell
KeithOlbermann , Occupy_duess
TracyLeigh10 , GreeGreece
KeithOlbermann , Andreas24x7
KeithOlbermann , johntheBasterd
mobius1ski , mean_uhh
TheNewDeal , GomerWHoward
opticaldensity , southsidedeauce
GhostPanther , bexistntlcrisis
OpWallStreet , Mattixbigs
JoshuaHol , NWDowns
Tokyo_Tom , AlexLFz
KeithOlbermann , LadybugJennlee
Teddy2500 , JamesSTL77
Anomaly100 , GomerWHoward
mtracey , diceylee808
BlueDuPage , wheeliesmom
OpWallStreet , heatherhydra
dominique_e_ , guykanon
The99Pct , AlohaEvery1
KeithOlbermann , ArmAnon
TheNewDeal , call_me_kimster
TheNewDeal , INTLRevolver
kelly_carlin , Irenehammer
anjalimullany , Amanda_j_w
JoshuaHol , americanzpring
Badgitator , because_thalb
radicalbytes , Occupythebanks
SenatorSanders , colanana
WeROccupyUnited , dj_moni
ChipleKira , mditeresa
KeithOlbermann , malaeus
WeOccupyAmerica , unklejohn
WeROccupyUnited , baysocialist
KeithOlbermann , antonborst
KeithOlbermann , ReTweetAgain
WeROccupyUnited , ArianaFaustini
JoshuaHol , PASmokey
bobbarrick , dannydoodar
Badgitator , Marshallsfuture
OccupySF , wheeliesmom
OpWallStreet , Niahlist78
mobius1ski , Moon_Shadows
JLownLaw , AGrandKerfuffle
KeithOlbermann , campeaux
mobius1ski , MarlowesFaustus
ARTIESWORLD , AMSPRINGDOTORG
OpWallStreet , OccupyOrlMedia
youtube , OhMeadhbh
Leslie_Wolfe , MPlatt4
Spudlovr , jimgigliotti
JoshuaHol , mki_mom
JoshuaHol , NDHduz
“@OccupySF , alikat747
OccupySF , Moon_Shadows
anonops , Psycho_Iko
Badgitator , antmuni
TheNewDeal , AtomAu
Badgitator , SarinMods
Badgitator , BillCody
OpWallStreet , INTLRevolver
OpWallStreet , colanana
UnifiedLeft , TexasCommie
UnifiedLeft , TX_YCL
KeithOlbermann , statmanbaugh
UnifiedLeft , RedWorkerbot
diceylee808 , Tosfm
OpWallStreet , ReTweetAgain
arclight , amanicdroid
diceylee808 , zenDR
BrainTrack , Can_ada
WeROccupyUnited , Niahlist78
dominique_e_ , branadams
diceylee808 , ismailhpolat
WeOccupyAmerica , wheeliesmom
ChipleKira , phillipanderson
mobius1ski , Rusty626
Wonkette , because_thalb
PyreBorn , NWDowns
Badgitator , babaoreilymike
KeithOlbermann , LaidBackFarmer
KeithOlbermann , Guy_Tweeting
McBlondeLand , wheeliesmom
ElizabethJone18 , americanzpring
diceylee808 , get_enlightened
KeithOlbermann , berkchops
PyreBorn , CynthiaY29
Badgitator , Craftmydemise
OpWallStreet , ShalyG
DanielDenvir , curiouscliche
Badgitator , maxberger
RowleyGirl_4 , get_enlightened
Spudlovr , mangobeach
KeithOlbermann , evlance
jackwadeshow , Kinniska
anonops , MiroWare
shortformblog , andrewmcgill
evaottesmith , TheAngryindian
J4LYN , MiyazakiMegu
ElizabethJone18 , Pootentate
KeithOlbermann , xica25
CosmUnity , ReaLiveArtist
TexasCommie , Shayne213
PyreBorn , kstatik
Beelzebjorn , cjohanns
PyreBorn , americanzpring
TheNewDeal , statikluft
allisonkilkenny , HEALERBREE
TheNewDeal , Procoolgranny
JoshuaHol , kidcaregiver
KeithOlbermann , everydaymuslim
OpWallStreet , MightyPenGirl
WeOccupyAmerica , Obamaphile
Badgitator , matt_v_824
anonops , Lusho0487
WeROccupyUnited , lancejgosnell
Barry_O44 , SpreadButter
micahuetricht , monicareida
OccupyWallSt , HEALERBREE
KeithOlbermann , lawscribe
PyreBorn , Pootentate
KeithOlbermann , GoOnBeCrazy
PsychoNotLiz , tourtored1221
WeROccupyUnited , greenthumbnails
diceylee808 , J4LYN
singlepayer , LeftSlashRight
TorianBrown , colanana
WeOccupyAmerica , bluedutchess726
KeithOlbermann , HEALERBREE
KeithOlbermann , JeannedarcRemko
Badgitator , ANarrowView
diceylee808 , LKmpf
ClassicBookworm , Dawn_GN
ElizabethJone18 , Fallaryn
SupermanHotMale , margaritateresa
occupy_berlin , rhabarbeer
ChipleKira , okiedeb64
Badgitator , SonDancing
OccupySF , DougEDougie
Badgitator , fragileeve
Badgitator , CoyoteOnPeyote
kalpazan1 , MightyPenGirl
Spudlovr , bluedutchess726
Cocoxochitl , marygkosta
WeOccupyAmerica , azmoderate
KeithOlbermann , wendyjohnson_BA
EddieAtari: @OccupyWallSt , DonShappelle
UnderdogLib , lexky1
OccupySF , INTLRevolver
OccupySF , DougEDougie
eli_d_m , bori_214
KeithOlbermann , reneeroman300
KeithOlbermann , DerekAldous
The99Percenters , sindikaria
Badgitator , taylorsilvestri
majorityfm , tnecniva
mobius1ski , Photoronin3
Badgitator , Shiftinthinking
KeithOlbermann , beetle_eater
KeithOlbermann , oyemenena
OccupySF , DougEDougie
PyreBorn , HEALERBREE
ElizabethJone18 , SJ_duh
WeROccupyUnited , AnonOws
JoshuaHol , adamhudson5
ClassicBookworm , Dawn_GN
JoshuaHol , rattlecans
mobius1ski , AceOfChubbz
TheNewDeal , MarlowesFaustus
DougEDougie , jhwygirl
PyreBorn , MightyPenGirl
mobius1ski , The_News_DIVA
KeithOlbermann , andrewbigdoor
Min_Reyes , robinjpearson
WeROccupyUnited , MightyPenGirl
LibertyBelle4 , chemoelectric
ClassicBookworm , DonShappelle
JoshuaHol , Kaymee
AnonymousIRC , endoJap
UnderdogLib , GomerWHoward
cjohanns , lancejgosnell
alikat747 , americanzpring
jeremyscahill , Dawn_GN
OccupyWallSt , malaeus
veggieterrain , CocoPazzo
kcravenmusic: @OccupyFlorida , malaeus
Cocoxochitl , opticaldensity
PsychoNotLiz , sindikaria
Badgitator , TaraNeverTerra
OpWallStreet , ParadiseGray
jeremyscahill , EdHinJr
KeithOlbermann , DonShappelle
phillipanderson , GreggJLevine
Smithsofia , hadearkandil
CrisisJones , INTLRevolver
Badgitator , daweiner
youtube , JoeyBoots
OccupyToledo , ArianaFaustini
OccupySF , roaming_radical
KeithOlbermann , gyrizar
TheNewDeal , andreadevinney
TracyLeigh10 , because_thalb
KeithOlbermann , londonriots8
jeremyscahill , Procoolgranny
JoshuaHol , howlnmoon
KeithOlbermann , alyssa011968
theblej , MightyPenGirl
OccupyMainSt , sindikaria
OccupyToledo , americanzpring
punkflamingo , liveforthesun
KeithOlbermann , veggienut
KeithOlbermann , justindarc
TheNewDeal , jeffbrewerjr
OccupySF , bebird
Badgitator , ChillOutSquad
jeremyscahill , boppy6
FourYawkeyWay: @hadearkandil , hadearkandil
PyreBorn , Shayne213
KeithOlbermann , daweiner
TracyLeigh10 , mangobeach
malcolmjackson , RomperSTL
TorianBrown , TakeWallStreet
Badgitator , CrimeCaster
Valerie0714 , carolerae
WallStProtests , guykanon
jeremyscahill , expressional
KeithOlbermann , Hanksingle
hadearkandil , bebird
anonops , d3z78
public_archive , CrimeCaster
Badgitator , simplyShervin
Badgitator , lautarodamato
zeitkunst , notPICNIC
PyreBorn , ToddColorado
Badgitator , fistbait
phillipanderson , saraGcouture
KeithOlbermann , mindofH
PsychoNotLiz , yarddonky
GoOnBeCrazy , acatman
WeROccupyUnited , mtlunasea
CalFireNews , EnkindlerAnon
JosephKBlack , CrimeCaster
OpWallStreet , mangobeach
ToddColorado , ArianaFaustini
RailWriter: @Kaymee , Kaymee
cjohanns , opticaldensity
PyreBorn , mindofH
DaveMc99TA , twitrbugs
TheNewDeal , mangobeach
CelluloidBlonde , miixxy
dominique_e_ , public_archive
MJMcKean , rhymeswithran
Pootentate , komcaast
WeROccupyUnited , OccupyAppleton
phillipanderson , EmpressSteph
anonops , Manpanzeehawk
GeekHillbilly , TksABunchJohn
KeithOlbermann , sweet1kim
Badgitator , JoeyBoots78
OccupyMainSt , ReaLiveArtist
anonops , starcaster
OpWallStreet , UsRevolt11
bradisinnewyork , CrimeCaster
OccupyOrlMedia: @occupywallst , OccupyOrlandoFL
GoOnBeCrazy , Clarknt67
JoshuaHol , meimichan
Badgitator , enjen99
KeithOlbermann , papabearblaker
TracyLeigh10 , lynx55
CalFireNews , NDHduz
Badgitator , wheeliesmom
OpWallStreet , occupy_berlin
Beyerstein , daveweeden
Min_Reyes , BrianDCrouse
Beelzebjorn , StargazingFire
Badgitator , ArmAnon
jchicksrock , MightyPenGirl
Asher_Wolf , treisiroon
PyreBorn , UnderdogLib
Badgitator , zoesch
TheNewDeal , Moon_Shadows
Dharmapunk12 , sisbuzz
OWNtheNWO , airialclark
PyreBorn , NWDowns
ashleykingsley , BSidesNarrative
KeithOlbermann , Aidanwakefield
KeithOlbermann , OccupyAppleton
OpWallStreet , OccupyNorthCal
jeremyscahill , kmontenegro
AnonyMissBadger , bluedutchess726
BatshitGOP , MiyazakiMegu
KeithOlbermann , enjen99
OccupyMainSt: @ErinBurnettCNN , yeahhcurtis
Badgitator , thatsLILO
PyreBorn , NDHduz
Badgitator , Kim_SFB
hadearkandil , occpal
mobius1ski , LuckyLeilani
jhwygirl , OccupySaltLake
Badgitator , msaf
daizy44: @PyreBorn , PyreBorn
KeithOlbermann , nyceducation
OccupyWallSt @KeithOlbermann , danicosme
diceylee808 , melanie0010
CelluloidBlonde , bori_214
Nikchick , lilibat
The99Pct , AlohaEvery1
CharlesBivona , LuckyGirlBlue
Spudlovr , cliffbaker9
Badgitator , ccharvella
McBlondeLand , wheeliesmom
OpWallStreet , bob_dane
C0d3Fr0sty , anonlgrisback
mobius1ski , movimty
mobius1ski , msaf
diceylee808 , mtlunasea
rkl2195 , RomperSTL
diceylee808 , yarddonky
KeithOlbermann , wheeliesmom
RoelVerrycken , amedee
alikat747 , MightyPenGirl
OccupyMainSt , ReaLiveArtist
anonops , hemiix3
MattBors , philly1776
Beelzebjorn , get_enlightened
Badgitator , The99Percenters
JoshuaHol , RobertBogdal
WeROccupyUnited , soybomber
TheNewDeal , randytweets510
OWNtheNWO , ArianaFaustini
because_thalb , guykanon
k_l_h_j: @mariacaranto , RedArmyChef
GoddessBlue , expressional
Badgitator , GaloiseE
diceylee808 , SuzanneTwoTon
KeithOlbermann , YezeniaPoulsen
bradisinnewyork , MightyPenGirl
public_archive , BlackGod917
marygkosta , braifycakes
KeithOlbermann , bsmood
TorianBrown , Break1_9
TheNewDeal , Bilked2TheBrink
KeithOlbermann , RobertBogdal
mobius1ski , ReTweetAgain
OWNtheNWO , MightyPenGirl
inwpress , prajnaseek
Jeannie_Hartley: @Mia_Farrow , Rev_LeePhillips
MirelaMonte , highway39
Luchia_: !@OccupyWallSt , opticaldensity
C0d3Fr0sty , opticaldensity
inwpress , prajnaseek
TheNewDeal , Bilked2TheBrink
shortformernie , cgpb
Badgitator , trident90
KeithOlbermann , TProlificJones
RuralBC , Min_Reyes
Teddy2500 , UsRevolt11
JLownLaw , J4LYN
chiplekira: @KeithOlbermann , CelluloidBlonde
CelluloidBlonde , JenEvolve
Beelzebjorn , FiteTruth2Power
Badgitator , aerosolhalos
WhyWeOccupy , big_dl77
JackHart67: @MikeBloomberg , J4LYN
Badgitator , asaslight
PyreBorn , NWDowns
AngryBlackLady , dvnix
2011rebelion , movimty
OccupyWallStNYC , ReTweetAgain
diceylee808 , matthewme23
jeremyscahill , 2bit_reportage
TheNewDeal , daveweeden
lipstickham , J4LYN
mobius1ski , flaviocafe
anonops , matthewme23
TheBookVlogger , smacknrat
TheNewDeal , JefTek
66sicksfishstix , ArianaFaustini
PyreBorn , thewindsofwar
hnombi , Spudlovr
TakeWallStreet , Break1_9
KeithOlbermann , matthewme23
KeithOlbermann , EricPiet
anonops , mamajo76
TakeWallStreet , AngryHuman43
TakeWallStreet , ReTweetAgain
AACina: @AJStream , saraGcouture
saramikaila , kstatik
mobius1ski , SirMcHaggis
mobius1ski , OccupyKauai
GhostPanther , Bartisan
PyreBorn , ArianaFaustini
OccupyWallSt , CraigBlaylock
KeithOlbermann , LilEsBella
TheNewDeal , Bilked2TheBrink
JoshuaHol , prancingpapio
anonops , matthewme23
KeithOlbermann , LeXKalibur
OccupyComms: @MMFlint , tyler_c_kelley
ILoveHumansClub , guykanon
MattBors , hughcmcbride
TakeWallStreet , Muslims4RonPaul
JoshuaHol , IsaacHale
UnderdogLib , GoOnBeCrazy
C0d3Fr0sty , odees2
firehat , OccupySomething
KeithOlbermann , OccupyKauai
LibertyBelle4 , mykatmikey
superbranch , CraigBlaylock
OccupyWallSt , burgerbuilders
CelluloidBlonde , mindofH
Luchia_: !@OccupyWallSt , melanie0010
TheNewDeal , Bilked2TheBrink
justgrateful , aeidinger
OccupyWallSt , matthewme23
ReTweetAgain , tyler_c_kelley
KeithOlbermann , The99Percenters
azmoderate , aliyunafsah
phillipanderson , yonezawamacaron
Beelzebjorn , cgpb
OccupyWallSt , matthewme23
MPwrites , RecommTweet
PyreBorn , NWDowns
Badgitator , liubaldo_garcia
UltraVerified , ChristofPierson
inwpress , prajnaseek
OccupySF , 1940_1980
Spudlovr , randytweets510
Badgitator , IsaacHale
KeithOlbermann , WEou812
saramikaila , Aranjedeath
youtube , OhMeadhbh
jeremyscahill , eriqsaurusrex
KeithOlbermann , AshleyFloyd
JLownLaw , The99Percenters
KeithOlbermann , OccupyID
hadearkandil , db_s_turbosnail
UnderdogLib , sisbuzz
C0d3Fr0sty , db_s_turbosnail
sindikaria , UsRevolt11
WashPahpin: @LeftyJeenyus @SVNTHLTTR , LeftyJeenyus
KeithOlbermann , ArtandLogik
JoshuaHol , LUCKYMW
ThomasRHart , matthewme23
tmsimmz , acatman
LibertyBelle4 , RevLea
Min_Reyes , Kaymee
KeithOlbermann , MiroCollas
humanright2home , smacknrat
jamiekilstein , matthewme23
C0d3Fr0sty , AgainstOblivion
OccupyMainSt , cliffbaker9
anonops , badweatherrr
OWNtheNWO , J4LYN
JLownLaw , OccupyMainSt
WhyWeOccupy , Minus777
KeithOlbermann , Janiebt
OccupyBrooklyn , AaronBBrown
DeadJack57 , xalisae
JLownLaw , cjohanns
PyreBorn , torinstweets
mobius1ski , liubaldo_garcia
KeithOlbermann , NewCarlisleNews
JGChesney , GyouzaSpec
hnombi , lynx55
OccupySF , Can_ada
Beelzebjorn , indigojourney
inwpress , prajnaseek
Badgitator , revrendoni
cryptogon , UnanimousHQ
KeithOlbermann , yarddonky
HuffingtonPost , matthewme23
KeithOlbermann , MoAli87
JLownLaw , PyreBorn
AngryBlackLady , MuxerMaravilla
Badgitator , Occupy_duess
KeithOlbermann , hlebcats
JLownLaw , lancejgosnell
DSuperior , OccupyOpenMind
UltraVerified , OccupyWallSt
PsychoNotLiz , UsRevolt11
SenatorSanders , matthewme23
99_film , verfremdung
OWNtheNWO , americanzpring
McBlondeLand , jashsf
ThomasRHart , EisMC2
Badgitator , mefranny
Badgitator , conductorebrio
OpWallStreet , Occupy_duess
jeremyscahill , GabiElenaDohm
revmagdalen: @TheNewDeal , unpaidtroll
dmcrane , mangobeach
SupermanHotMale , smshetty
TheNewDeal , mykatmikey
jeremyscahill , InaGrae
LOLGOP , NoToPalins
JoshuaHol , agentska
MMFlint , Corruptbastards
public_archive , Can_ada
michaelidov , zeltserman
JLownLaw , 1Viperbabe
LOLGOP , TexasCommie
mobius1ski , siblatha
UltraVerified , Kaymee
LOLGOP , AuntInAZ
SupermanHotMale , matthewme23
AngryBlackLady , dvnix
ChipleKira , chrismclark
doctordrewl , dissenting
JLownLaw , 2KindsJustice
OpWallStreet , Ssimpatic
LibertyBelle4 , suzannah_mpls
Badgitator , BuoySirUs
jackwadeshow , AntarianRani
LOLGOP , JayandSteve
public_archive , justoneblackman
AngryBlackLady , mangobeach
OccupySF , ProjectCambio
HuffingtonPost , DlorenDarnell
tommasonic , EVICTIONSLA
Genespark , JayandSteve
Badgitator , Peaceisillegal
KeithOlbermann , camicakes_
LOLGOP , paul_fkn_y
2011rebelion , Wednesday33
LOLGOP , malasadasbooks
anonops , chema1686
cjohanns , The99Percenters
WeROccupyUnited , Ognir2
CelluloidBlonde , guykanon
j3 , MightyPenGirl
OccupySF , ProjectCambio
phillipanderson , johnrennhack
AngryBlackLady , justoneblackman
CelluloidBlonde , j9lonehill
Dymaxion , ElizabethJone18
KeithOlbermann , wrobson
JLownLaw , NWDowns
michellemalkin , DlorenDarnell
LeeCamp , Occupy3rdStone
OccupyOregon , jandroid
saramikaila , alanpdx
KeithOlbermann , johnpgatta
youtube , ghalyah4life
LOLGOP , ciruelas_rojas
Badgitator , BKronick
AngryBlackLady , because_thalb
OpWallStreet , OccupySaltLake
ANTISECTARIAN , Alioops007
TheNewDeal , Bilked2TheBrink
Herfarm , DlorenDarnell
JLownLaw , RomperSTL
lynx55 , matthewme23
Herfarm , DlorenDarnell
JoshuaHol , DemsatSFSU
UltraVerified , IsaacHale
AngryBlackLady , justoneblackman
BenMcNulty , MightyPenGirl
PyreBorn , aiz3319
mtlunasea , bethechange75
KeithOlbermann , JethroGibbsFan
TheNewDeal , amartinfoley
C0d3Fr0sty , VinceMalumBono
Spudlovr , 2KindsJustice
TheNewDeal , AntarianRani
akrockefeller , KarmickBrew
UltraVerified , Truthcaster1
Min_Reyes , ma5terenexili0
JosephKBlack , yesreallyy
OccupyWallSt , occupyamsterdam
AngryBlackLady , mangobeach
McBlondeLand , matthewme23
mobius1ski , conductorebrio
ThomasRHart , Saccaparami
KeithOlbermann , WolfNW
OpWallStreet , CultOfAngelique
OccupyToledo , The99Percenters
anonops , Adreadonymous
mpchristoffels , mikebabz
ElizabethJone18 , Pootentate
TakeWallStreet , AnonNep
hadearkandil , revmagdalen
AngryBlackLady , because_thalb
AngryBlackLady , JGibsonDem
KeithOlbermann , theevilhour
guaracybm , kaatje36
sundeux , OccupySaltLake
KeithOlbermann , conductorebrio
TakeWallStreet , OpWallStreet
ToddColorado , guykanon
LOLGOP , MightyPenGirl
kikiki321 , sisbuzz
m_cetera , bailey_carlson
OccupySF , Kinniska
akrockefeller , MissRedy
KeithOlbermann , tannazebd
SenatorSanders , CCC4Hope
PyreBorn , paisleyrae
Badgitator , SocialApocalyps
Spudlovr , Conan776
ElizabethJone18 , thewindsofwar
csobol , sindikaria
saramikaila , brx0
WeROccupyUnited , The99Percenters
Spudlovr , littlejolit
VoiceFromLeft , guykanon
diceylee808 , Conan776
66sicksfishstix , RichardH0well
OpWallStreet , The99Percenters
Beelzebjorn , aliasooze
ElizabethJone18 , chhockle
TheBookVlogger , INTLRevolver
Herfarm , ElizabethWard2
PyreBorn , NWDowns
OccupyMainSt: @ErinBurnettCNN , UsRevolt11
SuperFastMovies , campamocha7
KTVU , ancasuiu
bfrysworld , Hardline_Stance
darianknight , matthewme23
OccupyMainSt: @ErinBurnettCNN , Pootentate
C0d3Fr0sty , Masta420Chiefa
Cryptomeorg , curiouscliche
sindikaria , kaatje36
randytweets510 , OccupySomething
youtube , StealthBull
rspires1952 , lookupfolks
ThomasRHart , favstar_pop
BenMcNulty , torinstweets
PyreBorn , DakotaNorthAnon
Badgitator , SexasaurusRAWR
UltraVerified , andrewbigdoor
AngryBlackLady , MightyPenGirl
inwpress , prajnaseek
JGChesney , carrig41
OccupyWallSt , Stephano_N
mobius1ski , EXplorerDasta
WeROccupyUnited , PyreBorn
sillymickel , sisbuzz
TakeWallStreet , Imlostinwyoming
Truthcaster1 , Shiftinthinking
OccupySF , shoutcacophony
TheNewDeal , veggieterrain
Tramz93 , kaatje36
MJMcKean , mikepropst
diceylee808 , OccupyID
LOLGOP , janniaragon
SupermanHotMale , MightyPenGirl
KeithOlbermann , Master0fPuppets
kaatje36 , joukjebroier
PyreBorn , frogsarelovely
jeremyscahill , joshuacstephens
inwpress , prajnaseek
OccupySF , Adreadonymous
michellemalkin , rtoberl
OccupyToledo , angelindiskies
sindikaria , MightyPenGirl
JoshuaHol , alphadm
ElizabethJone18 , J4LYN
inwpress , prajnaseek
mobius1ski , vieillefemme
CalFireNews , DakotaNorthAnon
WeROccupyUnited , Kaymee
OpWallStreet , Amywhere
Shoq , Ziggy_Daddy
OWNtheNWO , pishka
KeithOlbermann , hush2012
PyreBorn , Beelzebjorn
gemimms: “@TheNewDeal , margaritateresa
singlepayer , randytweets510
AnonymousIRC , dirtyknives
geckomom , treisiroon
KeithOlbermann , TheVinceEdwards
paisleyrae , 99Prcnt
ThomasRHart , KyleStyle4
inwpress , prajnaseek
PyreBorn , DakotaNorthAnon
ForseenUnNamed , crissymoss
TheNewDeal , Adam_Stirling
WeROccupyUnited , kidcaregiver
Truthcaster1 , aiz3319
OccupyMainSt , veggieterrain
LeeCamp , Occupy3rdStone
CelluloidBlonde , liubaldo_garcia
bikeswarm , GaryRidesBikes
LOLGOP , piqueristic
Min_Reyes , MiyazakiMegu
rightinillinois , WindyCityRednek
LibertyBelle4 , chemoelectric
superbranch , andrewbigdoor
WeROccupyUnited , NWDowns
jackwadeshow , Kinniska
TheOther99: @TheOther99 , sophantastic93
inwpress , prajnaseek
theblej , manbear
AaronBBrown , kaatje36
seasonothebitch , BFRESHPhoto
Badgitator , spirefly
DanielDenvir , HethreC
UltraVerified , Break1_9
paisleyrae , matthewme23
AngryBlackLady , LeftSlashRight
jackwadeshow , oneunionmom
anonops , ivyrayne83
ElizabethJone18 , americanzpring
mobius1ski , fiorentina5
turnageb , laurenglasscock
C0d3Fr0sty , Zjlynch
Ciudadano_Zer0 , silviaglaa
TheNewDeal , txmeljo
WeOccupyAmerica , pllorenzo
TakeWallStreet , judderwocky
Spudlovr , Benjamin_Flex
OpWallStreet , viktorado
TheNewDeal , only_positivity
duylinhtu , anamsiddiq
KeithOlbermann , bioticvector
TheOther99 , NotQuiteMary
AnonyKonk: @BarackObama , MightyPenGirl
LOLGOP , twitrbugs
hadearkandil , MiranHosny
crazyjane13 , MiyazakiMegu
majorityfm , bori_214
j3 , manbear
DailyKos , pdjmoo
OccupyOrlMedia: @occupywallst , LaLaurLaura
CelluloidBlonde , portugaltheman
TheNewDeal , robin_egg_blue_
CalFireNews , _ScottRoy
KeithOlbermann , Perazza
BrianDCrouse , MightyPenGirl
HuffingtonPost , politicsofamy
CelluloidBlonde , DadaIsGalletas
Art_Guy1 , dvnix
TheNewDeal , Amywhere
politicsofamy , EvanPokroy
PyreBorn , pishka
PyreBorn , portugaltheman
Teddy2500 , RomperSTL
hadearkandil , hjertebraaten
Shoq , dvnix
hadearkandil , occpal
JeffSharlet , AntarianRani
WikiTerms , vaneeesa
Beelzebjorn , OccupyKC
WikiTerms , vaneeesa
WikiTerms , vaneeesa
UltraVerified , singlepayer
TheOther99 , DBAYJR
WikiTerms , vaneeesa
OWNtheNWO , guykanon
ElizabethJone18 , DakotaNorthAnon
diceylee808 , Isajah78
OccupyWallSt , trvslogan
WikiTerms , vaneeesa
allisonkilkenny , autolysis
JLownLaw , UsRevolt11

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