In [1]:
s = ['my dog has flea problems help please', 'maybe not take him to dog park stupid',
'my dalmation is so cute I love him', 'stop posting stupid worthless garbage',
'mr licks ate my steak how to stop him', 'quit buying worthless dog food stupid']
ss = [e.split(' ') for e in s]
In [2]:
ss
Out[2]:
[['my', 'dog', 'has', 'flea', 'problems', 'help', 'please'],
['maybe', 'not', 'take', 'him', 'to', 'dog', 'park', 'stupid'],
['my', 'dalmation', 'is', 'so', 'cute', 'I', 'love', 'him'],
['stop', 'posting', 'stupid', 'worthless', 'garbage'],
['mr', 'licks', 'ate', 'my', 'steak', 'how', 'to', 'stop', 'him'],
['quit', 'buying', 'worthless', 'dog', 'food', 'stupid']]
In [3]:
def loadDataSet():
postingList = ss
classVec = [0, 1, 0, 1, 0, 1]
return postingList, classVec
def createVocabList(dataSet):
vacabSet = set([])
for document in dataSet:
vacabSet = vacabSet | set(document)
return list(vacabSet)
def setOfWords2Vec(vacabList, inputSet):
returnVec = [0] * len(vacabList)
for word in inputSet:
if word in vacabList:
returnVec[vacabList.index(word)] = 1
else:
print("the word: %s is not in my Vocabulary!" %(word))
return returnVec
In [4]:
listOfPosts, listClasses = loadDataSet()
In [5]:
myVocabList = createVocabList(listOfPosts)
In [6]:
myVocabList
Out[6]:
['is',
'please',
'stupid',
'buying',
'stop',
'garbage',
'I',
'licks',
'has',
'ate',
'problems',
'quit',
'food',
'posting',
'him',
'dog',
'maybe',
'not',
'love',
'to',
'cute',
'flea',
'how',
'park',
'dalmation',
'take',
'steak',
'help',
'so',
'worthless',
'my',
'mr']
In [7]:
setOfWords2Vec(myVocabList , listOfPosts[0])
Out[7]:
[0,
1,
0,
0,
0,
0,
0,
0,
1,
0,
1,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
0,
0,
0,
1,
0,
0,
1,
0]
In [8]:
from numpy import *
def trainNB0(trainMatrix, trainCategory):
numTrainDocs = len(trainMatrix)
numWords = len(trainMatrix[0])
pAbusive = sum(trainCategory) / float(numTrainDocs)
p0Num = ones(numWords)
p1Num = ones(numWords)
p0Denom = 2.0
p1Denom = 2.0
for i in range(numTrainDocs):
if trainCategory[i] == 1:
p1Num += trainMatrix[i]
p1Denom += sum(trainMatrix[i])
else:
p0Num += trainMatrix[i]
p0Denom += sum(trainMatrix[i])
p1Vect = log(p1Num / p1Denom)
p0Vect = log(p0Num / p0Denom)
return p0Vect, p1Vect, pAbusive
In [9]:
trainMat = []
for postinDoc in listOfPosts:
trainMat.append(setOfWords2Vec(myVocabList, postinDoc))
In [10]:
p0V, p1V, pAb = trainNB0(trainMat, listClasses)
In [11]:
pAb
Out[11]:
0.5
In [12]:
p0V
Out[12]:
array([-2.56494936, -2.56494936, -3.25809654, -3.25809654, -2.56494936,
-3.25809654, -2.56494936, -2.56494936, -2.56494936, -2.56494936,
-2.56494936, -3.25809654, -3.25809654, -3.25809654, -2.15948425,
-2.56494936, -3.25809654, -3.25809654, -2.56494936, -2.56494936,
-2.56494936, -2.56494936, -2.56494936, -3.25809654, -2.56494936,
-3.25809654, -2.56494936, -2.56494936, -2.56494936, -3.25809654,
-1.87180218, -2.56494936])
In [13]:
p1V
Out[13]:
array([-3.04452244, -3.04452244, -1.65822808, -2.35137526, -2.35137526,
-2.35137526, -3.04452244, -3.04452244, -3.04452244, -3.04452244,
-3.04452244, -2.35137526, -2.35137526, -2.35137526, -2.35137526,
-1.94591015, -2.35137526, -2.35137526, -3.04452244, -2.35137526,
-3.04452244, -3.04452244, -3.04452244, -2.35137526, -3.04452244,
-2.35137526, -3.04452244, -3.04452244, -3.04452244, -1.94591015,
-3.04452244, -3.04452244])
In [14]:
def classifyNB(vec2Classify, p0Vec, p1Vec, pClass1):
p1 = sum(vec2Classify * p1Vec) + log(pClass1)
p0 = sum(vec2Classify * p0Vec) + log(1.0 - pClass1)
if p1 > p0:
return 1
else:
return 0
def testingNB():
listOfPosts, listClasses = loadDataSet()
myVocabList = createVocabList(listOfPosts)
trainMat = []
for postinDoc in listOfPosts:
trainMat.append(setOfWords2Vec(myVocabList, postinDoc))
p0V, p1V, pAb = trainNB0(array(trainMat), array(listClasses))
testEntry = ['love', 'my', 'dalmation']
thisDoc = array(setOfWords2Vec(myVocabList, testEntry))
print(testEntry)
print("classified as: ")
print(classifyNB(thisDoc, p0V, p1V, pAb))
testEntry = ['stupid', 'garbage']
thisDoc = array(setOfWords2Vec(myVocabList, testEntry))
print(testEntry)
print('classified as: ')
print(classifyNB(thisDoc, p0V, p1V, pAb))
In [15]:
testingNB()
['love', 'my', 'dalmation']
classified as:
0
['stupid', 'garbage']
classified as:
1
In [16]:
def bagOfWords2VecMN(vocabList, inputSet):
returnVec = [0] * len(vocabList)
for word in inputSet:
if word in vocabList:
returnVec[vocabList.index(word)] += 1
return returnVec
In [17]:
def textParse(bigString):
import re
listOfTokens = re.split(r'\W*', bigString)
return [tok.lower() for tok in listOfTokens if len(tok) > 2]
def spamTest():
docList, classList, fullText = [], [], []
for i in range(1,26):
wordList = textParse(open('email/spam/%d.txt' %i, encoding='utf-8', errors='ignore').read())
docList.append(wordList)
fullText.extend(wordList)
classList.append(1)
wordList = textParse(open('email/ham/%d.txt' %i, encoding='utf-8', errors='ignore').read())
docList.append(wordList)
fullText.extend(wordList)
classList.append(0)
#print(docList)
vocabList = createVocabList(docList)
trainingSet = list(range(50))
testSet =[ ]
for i in range(10):
randIndex = int(random.uniform(0, len(trainingSet)))
testSet.append(trainingSet[randIndex])
del (trainingSet[randIndex])
trainMat = []
trainClasses = []
for docIndex in trainingSet:
trainMat.append(setOfWords2Vec(vocabList, docList[docIndex]))
trainClasses.append(classList[docIndex])
p0V, p1V, pSpam = trainNB0(array(trainMat), array(trainClasses))
errorCount = 0
for docIndex in testSet:
wordVector = setOfWords2Vec(vocabList, docList[docIndex])
if classifyNB(array(wordVector), p0V, p1V, pSpam) != classList[docIndex]:
errorCount += 1
print(docList[docIndex])
print('the error rate is: ', end="")
print(float(errorCount) / len(testSet))
In [21]:
spamTest()
['home', 'based', 'business', 'opportunity', 'knocking', 'your', 'door', 'dont', 'rude', 'and', 'let', 'this', 'chance', 'you', 'can', 'earn', 'great', 'income', 'and', 'find', 'your', 'financial', 'life', 'transformed', 'learn', 'more', 'here', 'your', 'success', 'work', 'from', 'home', 'finder', 'experts']
the error rate is: 0.1
/home/xuewei/anaconda3/lib/python3.6/re.py:212: FutureWarning: split() requires a non-empty pattern match.
return _compile(pattern, flags).split(string, maxsplit)
In [25]:
import feedparser
ny = feedparser.parse('http://newyork.craigslist.org/stp/index.rss')
In [26]:
ny['entries']
Out[26]:
[{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6231670480.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6231670480.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6231670480.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6231670480.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T07:10:29-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=10, tm_sec=29, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Do you ever think about these chemicals? \nDo you wonder about free will and how much real control you have over your thoughts and feelings? \nI'm seeking intelligent, introspective, creative life in Manhattan. \n(If you had to look-up these words, plea [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Do you ever think about these chemicals? \nDo you wonder about free will and how much real control you have over your thoughts and feelings? \nI'm seeking intelligent, introspective, creative life in Manhattan. \n(If you had to look-up these words, plea [...]"},
'title': 'Oxytocin...Dopamine.. - m4w (Manhattan)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Oxytocin...Dopamine.. - m4w (Manhattan)'},
'updated': '2017-07-25T07:10:29-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=10, tm_sec=29, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/brk/stp/6234831638.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/brk/stp/6234831638.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/brk/stp/6234831638.html',
'links': [{'href': 'http://newyork.craigslist.org/brk/stp/6234831638.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T07:07:23-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=7, tm_sec=23, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Do you guys want to chat about something interesting? Have something on your mind you want to get off your chest? I'm so in need of an email chat right now. \nAlso l'm looking for a beach buddy on the weekends. I want something fun to do. If you have [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Do you guys want to chat about something interesting? Have something on your mind you want to get off your chest? I'm so in need of an email chat right now. \nAlso l'm looking for a beach buddy on the weekends. I want something fun to do. If you have [...]"},
'title': 'Restless Female - w4m (williamsburg)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Restless Female - w4m (williamsburg)'},
'updated': '2017-07-25T07:07:23-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=7, tm_sec=23, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/que/stp/6234854423.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/que/stp/6234854423.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/que/stp/6234854423.html',
'links': [{'href': 'http://newyork.craigslist.org/que/stp/6234854423.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T07:07:11-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=7, tm_sec=11, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Looking to meet hang get high party now? Must be somewhat an eye candy please .i will pick you up and hideaway party away couple of hours. No drama no judgement',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Looking to meet hang get high party now? Must be somewhat an eye candy please .i will pick you up and hideaway party away couple of hours. No drama no judgement'},
'title': 'any girl near woodside up now and bored ? - m4w (woodside)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'any girl near woodside up now and bored ? - m4w (woodside)'},
'updated': '2017-07-25T07:07:11-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=7, tm_sec=11, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6212646224.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6212646224.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6212646224.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6212646224.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T07:05:32-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=5, tm_sec=32, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Hey all, \nI've read so many posts of men looking for women, women looking for men... I decided to make my own. I'm posting in the strictly platonic because I don't want anything sexual, although I do enjoy being attracted to the person I'm around, or [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Hey all, \nI've read so many posts of men looking for women, women looking for men... I decided to make my own. I'm posting in the strictly platonic because I don't want anything sexual, although I do enjoy being attracted to the person I'm around, or [...]"},
'title': 'Just A Girl - w4m',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Just A Girl - w4m'},
'updated': '2017-07-25T07:05:32-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=5, tm_sec=32, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6210002298.html',
'dc_type': 'text',
'enc_enclosure': {'resource': 'https://images.craigslist.org/00x0x_d809GZln1aF_300x300.jpg',
'type': 'image/jpeg'},
'id': 'http://newyork.craigslist.org/mnh/stp/6210002298.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6210002298.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6210002298.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T07:03:40-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=3, tm_sec=40, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Being a single guy for a few years, and vowing to never fall in love again (or be able to), I used to think I was just bored, and wanted someone to enjoy casual conversation with, on a temporary basis, since people mainly lack the attention spans, to [...]',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Being a single guy for a few years, and vowing to never fall in love again (or be able to), I used to think I was just bored, and wanted someone to enjoy casual conversation with, on a temporary basis, since people mainly lack the attention spans, to [...]'},
'title': 'I Lovvve Being Alone! Loneliness Rocks!-Said No one EVER! - m4w (Union Square)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'I Lovvve Being Alone! Loneliness Rocks!-Said No one EVER! - m4w (Union Square)'},
'updated': '2017-07-25T07:03:40-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=3, tm_sec=40, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6234835794.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6234835794.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6234835794.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6234835794.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T07:00:37-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=0, tm_sec=37, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Do you guys want to chat about something interesting? Have something on your mind you want to get off your chest? I'm so in need of an email chat right now. \nAlso l'm looking for a beach buddy on the weekends. I want something fun to do. If you have [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Do you guys want to chat about something interesting? Have something on your mind you want to get off your chest? I'm so in need of an email chat right now. \nAlso l'm looking for a beach buddy on the weekends. I want something fun to do. If you have [...]"},
'title': 'Restless Female - w4m',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Restless Female - w4m'},
'updated': '2017-07-25T07:00:37-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=0, tm_sec=37, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/fct/stp/6234827146.html',
'dc_type': 'text',
'enc_enclosure': {'resource': 'https://images.craigslist.org/00a0a_hy1ltGdErdB_300x300.jpg',
'type': 'image/jpeg'},
'id': 'http://newyork.craigslist.org/fct/stp/6234827146.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/fct/stp/6234827146.html',
'links': [{'href': 'http://newyork.craigslist.org/fct/stp/6234827146.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T06:29:26-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=29, tm_sec=26, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Under-employed guy here in need of full time work will do any work you require. I'm going through a rough time and will do any work you have. I'll even be a house boy/man. I'll thank you sincerely for the help. You are the bossman and are in total co [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Under-employed guy here in need of full time work will do any work you require. I'm going through a rough time and will do any work you have. I'll even be a house boy/man. I'll thank you sincerely for the help. You are the bossman and are in total co [...]"},
'title': 'Under-employed guy going through a rough patch- do any work I can get. - m4m (Norwalk)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Under-employed guy going through a rough patch- do any work I can get. - m4m (Norwalk)'},
'updated': '2017-07-25T06:29:26-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=29, tm_sec=26, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6221362160.html',
'dc_type': 'text',
'enc_enclosure': {'resource': 'https://images.craigslist.org/00000_6lj9G5SbqFD_300x300.jpg',
'type': 'image/jpeg'},
'id': 'http://newyork.craigslist.org/mnh/stp/6221362160.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6221362160.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6221362160.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T06:25:04-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=25, tm_sec=4, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Looking for Commitment - Let's Get Married!!! \nDon't Spend Another Day as a Single Woman! \nLet's see what we can do about that! \nI'm NOT looking for a one night'er or a fling, but rather a meaningful relationship. \nBased on Openness, Trust and Honest [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Looking for Commitment - Let's Get Married!!! \nDon't Spend Another Day as a Single Woman! \nLet's see what we can do about that! \nI'm NOT looking for a one night'er or a fling, but rather a meaningful relationship. \nBased on Openness, Trust and Honest [...]"},
'title': "Don't let ICE Deport You - Greencard - Stay in USA - m4w (Midtown)",
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': "Don't let ICE Deport You - Greencard - Stay in USA - m4w (Midtown)"},
'updated': '2017-07-25T06:25:04-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=25, tm_sec=4, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6221324290.html',
'dc_type': 'text',
'enc_enclosure': {'resource': 'https://images.craigslist.org/00000_6lj9G5SbqFD_300x300.jpg',
'type': 'image/jpeg'},
'id': 'http://newyork.craigslist.org/mnh/stp/6221324290.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6221324290.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6221324290.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T06:25:00-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=25, tm_sec=0, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Looking for Commitment - Let's Get Married!!! \nDon't Spend Another Day as a Single Woman! \nLet's see what we can do about that! \nI'm NOT looking for a one night'er or a fling, but rather a meaningful relationship. \nBased on Openness, Trust and Honest [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Looking for Commitment - Let's Get Married!!! \nDon't Spend Another Day as a Single Woman! \nLet's see what we can do about that! \nI'm NOT looking for a one night'er or a fling, but rather a meaningful relationship. \nBased on Openness, Trust and Honest [...]"},
'title': "Don't let ICE Deport You - Greencard - Stay in USA - m4w (Midtown)",
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': "Don't let ICE Deport You - Greencard - Stay in USA - m4w (Midtown)"},
'updated': '2017-07-25T06:25:00-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=25, tm_sec=0, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/que/stp/6208510408.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/que/stp/6208510408.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/que/stp/6208510408.html',
'links': [{'href': 'http://newyork.craigslist.org/que/stp/6208510408.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T06:21:25-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=21, tm_sec=25, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "I'm a recently retired man trying to adjust. I used to draw and have started again. I'm looking for someone to pose. Maybe some one who draws too. It doesn't have to be anything other than portrait sitting . Still good practice.",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "I'm a recently retired man trying to adjust. I used to draw and have started again. I'm looking for someone to pose. Maybe some one who draws too. It doesn't have to be anything other than portrait sitting . Still good practice."},
'title': 'Posing for Drawing - m4w (Kew Gardens)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Posing for Drawing - m4w (Kew Gardens)'},
'updated': '2017-07-25T06:21:25-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=21, tm_sec=25, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/brk/stp/6211355944.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/brk/stp/6211355944.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/brk/stp/6211355944.html',
'links': [{'href': 'http://newyork.craigslist.org/brk/stp/6211355944.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T06:20:44-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=20, tm_sec=44, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'If you looking for a nice man to take care of you and spoil you with gift. Feel free to send pics and contact number',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'If you looking for a nice man to take care of you and spoil you with gift. Feel free to send pics and contact number'},
'title': 'Looking for a thick black girl sugababy - m4w',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Looking for a thick black girl sugababy - m4w'},
'updated': '2017-07-25T06:20:44-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=20, tm_sec=44, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6217318349.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6217318349.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6217318349.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6217318349.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T06:16:00-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=16, tm_sec=0, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Hi internet, I am a Black person that's 27 year old. I am seeking an Asian female who would like date or become friends. I do not drink nor smoke. I know my chances are next to zero but i am willing to try. Looking forward to hearing from you and ple [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Hi internet, I am a Black person that's 27 year old. I am seeking an Asian female who would like date or become friends. I do not drink nor smoke. I know my chances are next to zero but i am willing to try. Looking forward to hearing from you and ple [...]"},
'title': 'Black guy seeking an asian to befriend?? - m4w (Midtown West)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Black guy seeking an asian to befriend?? - m4w (Midtown West)'},
'updated': '2017-07-25T06:16:00-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=16, tm_sec=0, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6234816505.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6234816505.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6234816505.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6234816505.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T06:11:06-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=11, tm_sec=6, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Well 2 do BLK COUPLE looking 4 black straight trophy boy 2 take care of - \nWe are a couple with means with means and seeking a trophy boy or wing man who looks good, has that swag to take care of and who may enjoy chilling with a couple for dinner mo [...]',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Well 2 do BLK COUPLE looking 4 black straight trophy boy 2 take care of - \nWe are a couple with means with means and seeking a trophy boy or wing man who looks good, has that swag to take care of and who may enjoy chilling with a couple for dinner mo [...]'},
'title': 'Well 2 do BLK COUPLE looking 4 black str8 trophy boy 2 take care of - m4m (Harlem / Morningside)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Well 2 do BLK COUPLE looking 4 black str8 trophy boy 2 take care of - m4m (Harlem / Morningside)'},
'updated': '2017-07-25T06:11:06-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=11, tm_sec=6, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6234816410.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6234816410.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6234816410.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6234816410.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T06:00:46-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=0, tm_sec=46, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "This is a little trick I've been doing for a few months now and wanted to know if any other guys were interested in doing this with me. I get lots of genuine str8 guys to jerk off over the phone and cum. So many that I'd like to share some with other [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "This is a little trick I've been doing for a few months now and wanted to know if any other guys were interested in doing this with me. I get lots of genuine str8 guys to jerk off over the phone and cum. So many that I'd like to share some with other [...]"},
'title': 'Who Wants to listen to REAL str8 guys cum over phone? - m4m (nyc)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Who Wants to listen to REAL str8 guys cum over phone? - m4m (nyc)'},
'updated': '2017-07-25T06:00:46-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=0, tm_sec=46, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/que/stp/6234826086.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/que/stp/6234826086.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/que/stp/6234826086.html',
'links': [{'href': 'http://newyork.craigslist.org/que/stp/6234826086.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:58:23-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=58, tm_sec=23, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Hi \nI am 5\'8", 180lb, blue eyes, D/D and drama free, also handicapped and looking for a friend and lover. No professionals, $ or redirecting to other sites, this is real. \nJack',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Hi \nI am 5\'8", 180lb, blue eyes, D/D and drama free, also handicapped and looking for a friend and lover. No professionals, $ or redirecting to other sites, this is real. \nJack'},
'title': 'M4handicappedF - m4w (Queens)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'M4handicappedF - m4w (Queens)'},
'updated': '2017-07-25T05:58:23-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=58, tm_sec=23, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6218879693.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6218879693.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6218879693.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6218879693.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:56:44-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=56, tm_sec=44, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "The average median wage of a person in the United States is $46000-$50000 depending on source. Let's take an average - $48000. \nA person generally starts working for themselves (out of family guardianship) at 18 if they can find work. Some people sta [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "The average median wage of a person in the United States is $46000-$50000 depending on source. Let's take an average - $48000. \nA person generally starts working for themselves (out of family guardianship) at 18 if they can find work. Some people sta [...]"},
'title': 'Take a gamble? (Financial District)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Take a gamble? (Financial District)'},
'updated': '2017-07-25T05:56:44-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=56, tm_sec=44, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6234824214.html',
'dc_type': 'text',
'enc_enclosure': {'resource': 'https://images.craigslist.org/00u0u_4qkMiSE94sC_300x300.jpg',
'type': 'image/jpeg'},
'id': 'http://newyork.craigslist.org/mnh/stp/6234824214.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6234824214.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6234824214.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:52:35-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=52, tm_sec=35, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Therapeutic and intuitive hands here for Massage Therapy. I work on men therapeutically so they can experience physiological and emotional benefits in their body and mind. I use a holistic approach to therapy. \nMy goal in NYC is to help men with thei [...]',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Therapeutic and intuitive hands here for Massage Therapy. I work on men therapeutically so they can experience physiological and emotional benefits in their body and mind. I use a holistic approach to therapy. \nMy goal in NYC is to help men with thei [...]'},
'title': 'Therapeutic Massage - m4m (East Harlem)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Therapeutic Massage - m4m (East Harlem)'},
'updated': '2017-07-25T05:52:35-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=52, tm_sec=35, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/brk/stp/6225963372.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/brk/stp/6225963372.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/brk/stp/6225963372.html',
'links': [{'href': 'http://newyork.craigslist.org/brk/stp/6225963372.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:40:01-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=40, tm_sec=1, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Would you like to chat? \nIf so leave number and I will call. \nPlease be reasonably intelligent. \nThanks!',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Would you like to chat? \nIf so leave number and I will call. \nPlease be reasonably intelligent. \nThanks!'},
'title': 'Conversation - w4m',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Conversation - w4m'},
'updated': '2017-07-25T05:40:01-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=40, tm_sec=1, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/brx/stp/6234789234.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/brx/stp/6234789234.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/brx/stp/6234789234.html',
'links': [{'href': 'http://newyork.craigslist.org/brx/stp/6234789234.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:35:27-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=35, tm_sec=27, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Hi ladies ,Handsome black guy here... funny ,outgoing and good personality \nI\'m seeking an educated, mature passionate woman who has her own place and looking for boyfriend or husband....Race, size , looks not important please put "I\'m interested" in [...]',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Hi ladies ,Handsome black guy here... funny ,outgoing and good personality \nI\'m seeking an educated, mature passionate woman who has her own place and looking for boyfriend or husband....Race, size , looks not important please put "I\'m interested" in [...]'},
'title': 'MARRIAGE /G.IRLFRIEND WIFEY - m4w (BRONX)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'MARRIAGE /G.IRLFRIEND WIFEY - m4w (BRONX)'},
'updated': '2017-07-25T05:35:27-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=35, tm_sec=27, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6234818537.html',
'dc_type': 'text',
'enc_enclosure': {'resource': 'https://images.craigslist.org/01313_c0aQVY0bQOL_300x300.jpg',
'type': 'image/jpeg'},
'id': 'http://newyork.craigslist.org/mnh/stp/6234818537.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6234818537.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6234818537.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:34:02-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=34, tm_sec=2, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Looking for Commitment - Let's Get Married!!! \nDon't Spend Another Day as a Single Woman! \nLet's see what we can do about that! \nI'm NOT looking for a one night'er or a fling, but rather a meaningful relationship. \nBased on Openness, Trust and Honest [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Looking for Commitment - Let's Get Married!!! \nDon't Spend Another Day as a Single Woman! \nLet's see what we can do about that! \nI'm NOT looking for a one night'er or a fling, but rather a meaningful relationship. \nBased on Openness, Trust and Honest [...]"},
'title': "Don't Spend Another Day Alone - m4w (Midtown)",
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': "Don't Spend Another Day Alone - m4w (Midtown)"},
'updated': '2017-07-25T05:34:02-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=34, tm_sec=2, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6216014103.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6216014103.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6216014103.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6216014103.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:21:57-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=21, tm_sec=57, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Moved here this fall. Havent joined a gym yet. Im looking for some serious minded people to work out/run with this spring. Early mornings or late afternoon/early evenings work best for me.',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Moved here this fall. Havent joined a gym yet. Im looking for some serious minded people to work out/run with this spring. Early mornings or late afternoon/early evenings work best for me.'},
'title': 'gym/running workout - m4mw (Manhattan/Queens)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'gym/running workout - m4mw (Manhattan/Queens)'},
'updated': '2017-07-25T05:21:57-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=21, tm_sec=57, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/que/stp/6226006327.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/que/stp/6226006327.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/que/stp/6226006327.html',
'links': [{'href': 'http://newyork.craigslist.org/que/stp/6226006327.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:10:43-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=10, tm_sec=43, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "I'm a single guy interested in chatting with a female teacher or professor who's single as well. \nHow old are you? What level/curriculum do you teach? \nWhat part of town do you live in?",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "I'm a single guy interested in chatting with a female teacher or professor who's single as well. \nHow old are you? What level/curriculum do you teach? \nWhat part of town do you live in?"},
'title': 'Single Teacher Woman - m4w (Queens)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Single Teacher Woman - m4w (Queens)'},
'updated': '2017-07-25T05:10:43-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=10, tm_sec=43, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/que/stp/6234811139.html',
'dc_type': 'text',
'enc_enclosure': {'resource': 'https://images.craigslist.org/00303_jYKcjcHT4N0_300x300.jpg',
'type': 'image/jpeg'},
'id': 'http://newyork.craigslist.org/que/stp/6234811139.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/que/stp/6234811139.html',
'links': [{'href': 'http://newyork.craigslist.org/que/stp/6234811139.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:08:21-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=8, tm_sec=21, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "I'm looking for a single woman to chat with, maybe even meet sometime. \nWhat type of work do you do? \nWhat music or movies do you like? \nWhere do you live?",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "I'm looking for a single woman to chat with, maybe even meet sometime. \nWhat type of work do you do? \nWhat music or movies do you like? \nWhere do you live?"},
'title': 'Someone to Chat With - m4w (Queens)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Someone to Chat With - m4w (Queens)'},
'updated': '2017-07-25T05:08:21-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=8, tm_sec=21, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6205054783.html',
'dc_type': 'text',
'enc_enclosure': {'resource': 'https://images.craigslist.org/00C0C_7peZMkLvsDL_300x300.jpg',
'type': 'image/jpeg'},
'id': 'http://newyork.craigslist.org/mnh/stp/6205054783.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6205054783.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6205054783.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T04:34:35-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=8, tm_min=34, tm_sec=35, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'I am looking to meet a young, trim, white, Superior to worship, serve and obey. Someone not brainwashed by the political correctness of the mainstream culture. A dom with a cocky, self-centered attitude. Not looking for sex but open to safe ideas tha [...]',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'I am looking to meet a young, trim, white, Superior to worship, serve and obey. Someone not brainwashed by the political correctness of the mainstream culture. A dom with a cocky, self-centered attitude. Not looking for sex but open to safe ideas tha [...]'},
'title': 'Young Dom Trumpster 18-28 - m4m (manhattan brooklyn queens...)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Young Dom Trumpster 18-28 - m4m (manhattan brooklyn queens...)'},
'updated': '2017-07-25T04:34:35-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=8, tm_min=34, tm_sec=35, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6234797712.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6234797712.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6234797712.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6234797712.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T04:20:03-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=8, tm_min=20, tm_sec=3, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Anyone want to join me at the Starbucks on 72nd st and Amsterdam in Manhattan? Drinks are on me. Just casual conversation and a chance to meet someone new. Strictly platonic. Ages 18-25. I relate better to the youth. Your pic gets mine.',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Anyone want to join me at the Starbucks on 72nd st and Amsterdam in Manhattan? Drinks are on me. Just casual conversation and a chance to meet someone new. Strictly platonic. Ages 18-25. I relate better to the youth. Your pic gets mine.'},
'title': 'Starbucks.... - m4m (Upper West Side)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Starbucks.... - m4m (Upper West Side)'},
'updated': '2017-07-25T04:20:03-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=8, tm_min=20, tm_sec=3, tm_wday=1, tm_yday=206, tm_isdst=0)}]
In [27]:
len(ny['entries'])
Out[27]:
25
In [28]:
def calcMostFreq(vocabList, fullText):
import operator
freqDict = {}
for token in vocabList:
freqDict[token] = fullText.count(token)
sortedFreq = sorted(freqDict.items(), key=operator.itemgetter(1), reverse=True)
return sortedFreq[:30]
def localWords(feed1, feed0):
import feedparser
docList, classList, fullText = [], [], []
minLen = min(len(feed1['entries']), len(feed0['entries']))
for i in range(minLen):
wordList = textParse(feed1['entries'][i]['summary'])
docList.append(wordList)
fullText.extend(wordList)
classList.append(1)
wordList = textParse(feed0['entries'][i]['summary'])
docList.append(wordList)
fullText.extend(wordList)
classList.append(0)
vocabList = createVocabList(docList)
top30Words = calcMostFreq(vocabList, fullText)
for pairW in top30Words:
if pairW[0] in vocabList:
vocabList.remove(pairW[0])
trainingSet = list(range(2*minLen))
testSet = []
for i in range(20):
randIndex = int(random.uniform(0, len(trainingSet)))
testSet.append(trainingSet[randIndex])
del (trainingSet[randIndex])
trainMat = []
trainClasses = []
for docIndex in trainingSet:
trainMat.append(bagOfWords2VecMN(vocabList, docList[docIndex]))
trainClasses.append(classList[docIndex])
p0V, p1V, pSpam = trainNB0(array(trainMat), array(trainClasses))
errorCount = 0
for docIndex in testSet:
wordVector = bagOfWords2VecMN(vocabList, docList[docIndex])
if classifyNB(array(wordVector), p0V, p1V, pSpam) != classList[docIndex]:
errorCount += 1
print('the error rate is: %f' %(float(errorCount) / len(testSet)))
return vocabList, p0V, p1V
In [29]:
ny = feedparser.parse('http://newyork.craigslist.org/stp/index.rss')
sf = feedparser.parse('http://sfbay.craigslist.org/stp/index.rss')
vocabList, pSF, pNY = localWords(ny, sf)
the error rate is: 0.400000
/home/xuewei/anaconda3/lib/python3.6/re.py:212: FutureWarning: split() requires a non-empty pattern match.
return _compile(pattern, flags).split(string, maxsplit)
In [30]:
def getTopWords(ny, sf):
import operator
vocabList, p0V, p1V = localWords(ny, sf)
topNY, topSF = [], []
for i in range(len(p0V)):
if p0V[i] > -6.0:
topSF.append((vocabList[i], p0V[i]))
if p1V[i] > -6.0:
topNY.append((vocabList[i], p1V[i]))
sortedSF = sorted(topSF, key=lambda pair:pair[1], reverse=True)
print("SF**SF**SF**SF**SF**SF**SF**SF**SF**SF**SF**SF**SF**")
for item in sortedSF:
print(item[0])
sortedNY = sorted(topNY, key=lambda pair:pair[1], reverse=True)
print("NY**NY**NY**NY**NY**NY**NY**NY**NY**NY**NY**NY**NY**")
for item in sortedNY:
print(item[0])
In [32]:
getTopWords(ny, sf)
the error rate is: 0.450000
SF**SF**SF**SF**SF**SF**SF**SF**SF**SF**SF**SF**SF**
all
very
male
doing
too
hold
chubby
any
think
than
bay
her
breasts
dont
host
has
day
more
sex
non
black
drive
prefer
clean
indian
time
woman
cautious
lady
job
feel
office
when
company
open
know
free
men
email
area
just
judgmental
little
seeking
women
man
safe
they
share
environment
come
penpals
brreasts
honest
female
thin
ready
long
place
laughs
beginner
give
buddy
join
lacks
happe
beauty
regardless
fairly
hello
walking
incarcerated
reflexologist
guys
asian
afternoon
45yo
sharing
harley
welcome
factors
admin
his
stories
175lbd
sale
far
lunch
friend
into
expect
average
same
info
offer
cool
proportionate
sometimes
keep
everyone
new
look
divorced
interested
easy
richardson
comes
hotel
please
yet
used
was
hours
from
craft
occasional
sexual
call
age
code
tomorrow
related
passion
hubby
those
slim
wherever
their
then
stand
primarily
afternoons
etc
latina
status
currently
casual
nonracist
meeting
thinks
control
orientation
talk
accounting
funny
treatment
pretty
expensive
touch
find
almaden
sport
deserve
friendly
really
enjoy
anyone
wants
cannot
much
first
small
discriminating
gay
minimum
adventurous
motivated
fun
thats
entry
someone
often
name
may
mark
heels
welcomed
boyfriend
room
there
gender
its
dress
trail
ways
serviced
simple
lake
marital
shag
morning
high
words
make
customer
sexist
date
each
few
intelligent
bad
these
attention
relaxed
super
rides
maybe
type
service
back
occasionally
data
items
where
level
friends
sensitive
better
eyes
gym
fetishes
discreet
curvy
practice
today
reson
herself
starts
ticket
anything
brought
coffee
lbs
hearing
good
photo
try
chemicals
never
game
great
straight
different
rather
blue
adjust
thoughts
year
wanna
descreet
how
box
ladies
orral
caring
draws
ple
wanted
states
somewhat
house
teach
190
redirecting
approach
pic
out
mind
lol
internet
keeping
able
educated
bit
wage
passionate
themselves
old
another
night
underwear
making
india
guardianship
foreplay
fling
during
life
united
them
hates
believe
require
obey
evenings
source
working
embarrassing
hour
assertive
own
still
travel
best
ideas
48000
feelings
late
early
right
started
giving
people
thanks
blk
tell
zero
loves
disrespected
experience
spring
else
hey
smart
mature
cocky
live
receiving
hideaway
anyways
drama
draw
since
hang
conversation
were
longer
thank
care
jerk
also
therapeutically
gift
chat
well
plea
read
depending
128525
listen
outgoing
introspective
mainly
basics
treated
endless
physiological
median
see
race
away
hookups
hispanic
town
tha
off
being
relate
meet
sane
commitment
husband
judgement
generally
run
amsterdam
lover
starting
massage
kind
put
going
under
dom
person
walks
boy
been
holistic
spend
minded
drinks
push
intuitive
retired
things
jack
will
everyday
interesting
fascinates
food
defrank
looks
nice
pick
family
doesn
number
connect
creative
46000
between
bored
respect
full
pleasure
lesbians
rough
javi
trophy
pics
size
use
clea
benefits
spoil
music
forward
title
platonic
professor
total
might
many
attracted
sta
political
park
trim
through
take
curriculum
thei
here
body
send
such
leave
down
chances
extra
lack
luxury
married
ever
must
wear
culture
chest
saying
chatting
important
mainstream
over
mine
months
72nd
50000
havent
billy
trying
eye
build
address
serve
dinner
emotional
beach
cum
professionals
spans
lonely
centered
yourself
joined
considered
white
strictly
duration
listener
trust
based
therapeutic
bossman
pose
phone
handicapped
willing
project
teacher
reply
wearing
meaningful
ages
now
personality
trips
handsome
need
sincerely
vowing
again
starbucks
wing
years
only
hands
movies
individuals
help
desi
worship
next
gets
correctness
group
firm
couple
text
catch
chance
should
missing
social
basis
distance
party
lead
lots
sitting
youth
brainwashed
portrait
wonder
single
manhattan
weekends
part
around
picnics
smoke
employed
guess
fire
nyc
earth
heart
str8
reasonably
decided
sites
serious
lot
fall
openness
this
even
relationship
disrespects
swag
young
therapy
actually
moved
180lb
drink
attitude
coming
friday
sometime
because
contact
candy
real
genuine
become
posts
trick
discussion
self
city
she
chilling
had
goal
superior
temporary
receipt
nor
means
says
posting
although
always
rohner
mornings
understand
recently
movie
NY**NY**NY**NY**NY**NY**NY**NY**NY**NY**NY**NY**NY**
chat
will
here
woman
men
honest
rather
mind
another
night
fling
day
also
please
see
meet
commitment
spend
married
trust
based
meaningful
now
need
free
single
openness
this
relationship
buddy
guys
own
early
right
drama
off
interesting
number
platonic
chest
time
beach
fun
strictly
someone
help
party
manhattan
email
weekends
intelligent
these
therapy
real
seeking
women
man
any
think
anything
good
chemicals
her
blue
place
thoughts
how
join
ladies
somewhat
house
redirecting
approach
pic
out
educated
afternoon
has
passionate
life
require
obey
evenings
friend
best
ideas
feelings
late
people
thanks
experience
spring
hey
mature
cocky
hideaway
sex
hang
conversation
new
thank
care
therapeutically
gift
look
plea
read
interested
outgoing
introspective
physiological
race
yet
away
black
tha
being
hours
relate
husband
judgement
run
amsterdam
lover
massage
sexual
put
call
going
under
dom
person
boy
holistic
minded
drinks
intuitive
jack
their
looks
nice
pick
creative
full
rough
pics
size
use
benefits
spoil
casual
total
many
attracted
political
trim
through
take
thei
control
body
send
funny
leave
ever
must
culture
important
mainstream
over
mine
enjoy
anyone
72nd
havent
much
eye
serve
emotional
professionals
centered
joined
white
feel
therapeutic
bossman
handicapped
ages
all
personality
boyfriend
handsome
sincerely
starbucks
hands
open
worship
gets
correctness
couple
chance
youth
brainwashed
wonder
high
around
words
employed
make
nyc
just
reasonably
decided
sites
serious
fall
even
young
moved
180lb
attitude
because
contact
candy
posts
self
safe
had
better
eyes
gym
goal
they
superior
posting
although
mornings
environment
starts
come
ticket
penpals
than
brreasts
brought
coffee
female
thin
lbs
bay
hearing
photo
try
never
game
great
ready
straight
long
different
adjust
laughs
year
wanna
descreet
beginner
give
box
orral
caring
draws
ple
wanted
states
lacks
happe
teach
beauty
regardless
fairly
hello
190
walking
incarcerated
lol
internet
doing
reflexologist
keeping
able
asian
bit
breasts
dont
wage
host
themselves
old
underwear
45yo
making
india
guardianship
sharing
foreplay
during
harley
welcome
factors
admin
united
his
them
stories
175lbd
hates
believe
source
working
embarrassing
hour
sale
far
assertive
lunch
still
travel
into
more
expect
too
48000
average
same
started
giving
blk
tell
zero
loves
disrespected
info
else
smart
offer
live
cool
receiving
anyways
proportionate
draw
since
sometimes
were
keep
everyone
longer
jerk
well
divorced
non
depending
128525
listen
mainly
basics
easy
richardson
comes
treated
endless
hotel
median
hookups
hispanic
town
used
drive
was
from
sane
craft
generally
occasional
starting
kind
age
walks
code
been
tomorrow
related
passion
hubby
push
retired
prefer
things
those
slim
wherever
everyday
fascinates
then
food
stand
defrank
primarily
family
doesn
connect
clean
46000
between
bored
respect
pleasure
lesbians
afternoons
etc
javi
trophy
latina
clea
status
currently
music
forward
title
professor
nonracist
might
sta
park
meeting
thinks
curriculum
orientation
such
talk
accounting
down
treatment
chances
extra
indian
lack
pretty
luxury
expensive
touch
find
almaden
wear
sport
saying
deserve
chatting
friendly
really
months
wants
50000
billy
cannot
trying
build
cautious
address
first
hold
small
dinner
cum
discriminating
spans
lonely
yourself
gay
minimum
adventurous
motivated
considered
lady
duration
thats
job
entry
listener
pose
phone
willing
project
teacher
reply
often
wearing
name
may
mark
heels
welcomed
office
trips
vowing
again
wing
room
years
there
when
only
company
movies
gender
its
individuals
desi
next
dress
trail
know
ways
group
firm
serviced
text
catch
simple
should
missing
social
basis
distance
lake
marital
lead
lots
shag
sitting
morning
portrait
part
picnics
chubby
smoke
guess
customer
sexist
fire
area
date
earth
heart
each
judgmental
str8
few
bad
attention
lot
relaxed
super
disrespects
rides
swag
maybe
type
actually
service
back
drink
coming
friday
sometime
occasionally
data
little
items
genuine
become
male
trick
where
level
discussion
friends
sensitive
city
she
chilling
fetishes
temporary
very
receipt
nor
discreet
share
means
says
curvy
practice
always
today
reson
rohner
understand
recently
herself
movie
/home/xuewei/anaconda3/lib/python3.6/re.py:212: FutureWarning: split() requires a non-empty pattern match.
return _compile(pattern, flags).split(string, maxsplit)
In [33]:
ny['entries']
Out[33]:
[{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6231670480.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6231670480.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6231670480.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6231670480.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T07:10:29-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=10, tm_sec=29, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Do you ever think about these chemicals? \nDo you wonder about free will and how much real control you have over your thoughts and feelings? \nI'm seeking intelligent, introspective, creative life in Manhattan. \n(If you had to look-up these words, plea [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Do you ever think about these chemicals? \nDo you wonder about free will and how much real control you have over your thoughts and feelings? \nI'm seeking intelligent, introspective, creative life in Manhattan. \n(If you had to look-up these words, plea [...]"},
'title': 'Oxytocin...Dopamine.. - m4w (Manhattan)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Oxytocin...Dopamine.. - m4w (Manhattan)'},
'updated': '2017-07-25T07:10:29-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=10, tm_sec=29, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/brk/stp/6234831638.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/brk/stp/6234831638.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/brk/stp/6234831638.html',
'links': [{'href': 'http://newyork.craigslist.org/brk/stp/6234831638.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T07:07:23-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=7, tm_sec=23, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Do you guys want to chat about something interesting? Have something on your mind you want to get off your chest? I'm so in need of an email chat right now. \nAlso l'm looking for a beach buddy on the weekends. I want something fun to do. If you have [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Do you guys want to chat about something interesting? Have something on your mind you want to get off your chest? I'm so in need of an email chat right now. \nAlso l'm looking for a beach buddy on the weekends. I want something fun to do. If you have [...]"},
'title': 'Restless Female - w4m (williamsburg)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Restless Female - w4m (williamsburg)'},
'updated': '2017-07-25T07:07:23-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=7, tm_sec=23, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/que/stp/6234854423.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/que/stp/6234854423.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/que/stp/6234854423.html',
'links': [{'href': 'http://newyork.craigslist.org/que/stp/6234854423.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T07:07:11-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=7, tm_sec=11, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Looking to meet hang get high party now? Must be somewhat an eye candy please .i will pick you up and hideaway party away couple of hours. No drama no judgement',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Looking to meet hang get high party now? Must be somewhat an eye candy please .i will pick you up and hideaway party away couple of hours. No drama no judgement'},
'title': 'any girl near woodside up now and bored ? - m4w (woodside)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'any girl near woodside up now and bored ? - m4w (woodside)'},
'updated': '2017-07-25T07:07:11-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=7, tm_sec=11, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6212646224.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6212646224.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6212646224.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6212646224.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T07:05:32-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=5, tm_sec=32, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Hey all, \nI've read so many posts of men looking for women, women looking for men... I decided to make my own. I'm posting in the strictly platonic because I don't want anything sexual, although I do enjoy being attracted to the person I'm around, or [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Hey all, \nI've read so many posts of men looking for women, women looking for men... I decided to make my own. I'm posting in the strictly platonic because I don't want anything sexual, although I do enjoy being attracted to the person I'm around, or [...]"},
'title': 'Just A Girl - w4m',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Just A Girl - w4m'},
'updated': '2017-07-25T07:05:32-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=5, tm_sec=32, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6210002298.html',
'dc_type': 'text',
'enc_enclosure': {'resource': 'https://images.craigslist.org/00x0x_d809GZln1aF_300x300.jpg',
'type': 'image/jpeg'},
'id': 'http://newyork.craigslist.org/mnh/stp/6210002298.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6210002298.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6210002298.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T07:03:40-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=3, tm_sec=40, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Being a single guy for a few years, and vowing to never fall in love again (or be able to), I used to think I was just bored, and wanted someone to enjoy casual conversation with, on a temporary basis, since people mainly lack the attention spans, to [...]',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Being a single guy for a few years, and vowing to never fall in love again (or be able to), I used to think I was just bored, and wanted someone to enjoy casual conversation with, on a temporary basis, since people mainly lack the attention spans, to [...]'},
'title': 'I Lovvve Being Alone! Loneliness Rocks!-Said No one EVER! - m4w (Union Square)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'I Lovvve Being Alone! Loneliness Rocks!-Said No one EVER! - m4w (Union Square)'},
'updated': '2017-07-25T07:03:40-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=3, tm_sec=40, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6234835794.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6234835794.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6234835794.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6234835794.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T07:00:37-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=0, tm_sec=37, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Do you guys want to chat about something interesting? Have something on your mind you want to get off your chest? I'm so in need of an email chat right now. \nAlso l'm looking for a beach buddy on the weekends. I want something fun to do. If you have [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Do you guys want to chat about something interesting? Have something on your mind you want to get off your chest? I'm so in need of an email chat right now. \nAlso l'm looking for a beach buddy on the weekends. I want something fun to do. If you have [...]"},
'title': 'Restless Female - w4m',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Restless Female - w4m'},
'updated': '2017-07-25T07:00:37-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=11, tm_min=0, tm_sec=37, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/fct/stp/6234827146.html',
'dc_type': 'text',
'enc_enclosure': {'resource': 'https://images.craigslist.org/00a0a_hy1ltGdErdB_300x300.jpg',
'type': 'image/jpeg'},
'id': 'http://newyork.craigslist.org/fct/stp/6234827146.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/fct/stp/6234827146.html',
'links': [{'href': 'http://newyork.craigslist.org/fct/stp/6234827146.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T06:29:26-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=29, tm_sec=26, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Under-employed guy here in need of full time work will do any work you require. I'm going through a rough time and will do any work you have. I'll even be a house boy/man. I'll thank you sincerely for the help. You are the bossman and are in total co [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Under-employed guy here in need of full time work will do any work you require. I'm going through a rough time and will do any work you have. I'll even be a house boy/man. I'll thank you sincerely for the help. You are the bossman and are in total co [...]"},
'title': 'Under-employed guy going through a rough patch- do any work I can get. - m4m (Norwalk)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Under-employed guy going through a rough patch- do any work I can get. - m4m (Norwalk)'},
'updated': '2017-07-25T06:29:26-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=29, tm_sec=26, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6221362160.html',
'dc_type': 'text',
'enc_enclosure': {'resource': 'https://images.craigslist.org/00000_6lj9G5SbqFD_300x300.jpg',
'type': 'image/jpeg'},
'id': 'http://newyork.craigslist.org/mnh/stp/6221362160.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6221362160.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6221362160.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T06:25:04-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=25, tm_sec=4, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Looking for Commitment - Let's Get Married!!! \nDon't Spend Another Day as a Single Woman! \nLet's see what we can do about that! \nI'm NOT looking for a one night'er or a fling, but rather a meaningful relationship. \nBased on Openness, Trust and Honest [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Looking for Commitment - Let's Get Married!!! \nDon't Spend Another Day as a Single Woman! \nLet's see what we can do about that! \nI'm NOT looking for a one night'er or a fling, but rather a meaningful relationship. \nBased on Openness, Trust and Honest [...]"},
'title': "Don't let ICE Deport You - Greencard - Stay in USA - m4w (Midtown)",
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': "Don't let ICE Deport You - Greencard - Stay in USA - m4w (Midtown)"},
'updated': '2017-07-25T06:25:04-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=25, tm_sec=4, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6221324290.html',
'dc_type': 'text',
'enc_enclosure': {'resource': 'https://images.craigslist.org/00000_6lj9G5SbqFD_300x300.jpg',
'type': 'image/jpeg'},
'id': 'http://newyork.craigslist.org/mnh/stp/6221324290.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6221324290.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6221324290.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T06:25:00-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=25, tm_sec=0, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Looking for Commitment - Let's Get Married!!! \nDon't Spend Another Day as a Single Woman! \nLet's see what we can do about that! \nI'm NOT looking for a one night'er or a fling, but rather a meaningful relationship. \nBased on Openness, Trust and Honest [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Looking for Commitment - Let's Get Married!!! \nDon't Spend Another Day as a Single Woman! \nLet's see what we can do about that! \nI'm NOT looking for a one night'er or a fling, but rather a meaningful relationship. \nBased on Openness, Trust and Honest [...]"},
'title': "Don't let ICE Deport You - Greencard - Stay in USA - m4w (Midtown)",
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': "Don't let ICE Deport You - Greencard - Stay in USA - m4w (Midtown)"},
'updated': '2017-07-25T06:25:00-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=25, tm_sec=0, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/que/stp/6208510408.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/que/stp/6208510408.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/que/stp/6208510408.html',
'links': [{'href': 'http://newyork.craigslist.org/que/stp/6208510408.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T06:21:25-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=21, tm_sec=25, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "I'm a recently retired man trying to adjust. I used to draw and have started again. I'm looking for someone to pose. Maybe some one who draws too. It doesn't have to be anything other than portrait sitting . Still good practice.",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "I'm a recently retired man trying to adjust. I used to draw and have started again. I'm looking for someone to pose. Maybe some one who draws too. It doesn't have to be anything other than portrait sitting . Still good practice."},
'title': 'Posing for Drawing - m4w (Kew Gardens)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Posing for Drawing - m4w (Kew Gardens)'},
'updated': '2017-07-25T06:21:25-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=21, tm_sec=25, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/brk/stp/6211355944.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/brk/stp/6211355944.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/brk/stp/6211355944.html',
'links': [{'href': 'http://newyork.craigslist.org/brk/stp/6211355944.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T06:20:44-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=20, tm_sec=44, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'If you looking for a nice man to take care of you and spoil you with gift. Feel free to send pics and contact number',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'If you looking for a nice man to take care of you and spoil you with gift. Feel free to send pics and contact number'},
'title': 'Looking for a thick black girl sugababy - m4w',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Looking for a thick black girl sugababy - m4w'},
'updated': '2017-07-25T06:20:44-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=20, tm_sec=44, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6217318349.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6217318349.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6217318349.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6217318349.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T06:16:00-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=16, tm_sec=0, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Hi internet, I am a Black person that's 27 year old. I am seeking an Asian female who would like date or become friends. I do not drink nor smoke. I know my chances are next to zero but i am willing to try. Looking forward to hearing from you and ple [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Hi internet, I am a Black person that's 27 year old. I am seeking an Asian female who would like date or become friends. I do not drink nor smoke. I know my chances are next to zero but i am willing to try. Looking forward to hearing from you and ple [...]"},
'title': 'Black guy seeking an asian to befriend?? - m4w (Midtown West)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Black guy seeking an asian to befriend?? - m4w (Midtown West)'},
'updated': '2017-07-25T06:16:00-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=16, tm_sec=0, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6234816505.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6234816505.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6234816505.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6234816505.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T06:11:06-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=11, tm_sec=6, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Well 2 do BLK COUPLE looking 4 black straight trophy boy 2 take care of - \nWe are a couple with means with means and seeking a trophy boy or wing man who looks good, has that swag to take care of and who may enjoy chilling with a couple for dinner mo [...]',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Well 2 do BLK COUPLE looking 4 black straight trophy boy 2 take care of - \nWe are a couple with means with means and seeking a trophy boy or wing man who looks good, has that swag to take care of and who may enjoy chilling with a couple for dinner mo [...]'},
'title': 'Well 2 do BLK COUPLE looking 4 black str8 trophy boy 2 take care of - m4m (Harlem / Morningside)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Well 2 do BLK COUPLE looking 4 black str8 trophy boy 2 take care of - m4m (Harlem / Morningside)'},
'updated': '2017-07-25T06:11:06-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=11, tm_sec=6, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6234816410.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6234816410.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6234816410.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6234816410.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T06:00:46-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=0, tm_sec=46, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "This is a little trick I've been doing for a few months now and wanted to know if any other guys were interested in doing this with me. I get lots of genuine str8 guys to jerk off over the phone and cum. So many that I'd like to share some with other [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "This is a little trick I've been doing for a few months now and wanted to know if any other guys were interested in doing this with me. I get lots of genuine str8 guys to jerk off over the phone and cum. So many that I'd like to share some with other [...]"},
'title': 'Who Wants to listen to REAL str8 guys cum over phone? - m4m (nyc)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Who Wants to listen to REAL str8 guys cum over phone? - m4m (nyc)'},
'updated': '2017-07-25T06:00:46-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=10, tm_min=0, tm_sec=46, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/que/stp/6234826086.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/que/stp/6234826086.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/que/stp/6234826086.html',
'links': [{'href': 'http://newyork.craigslist.org/que/stp/6234826086.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:58:23-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=58, tm_sec=23, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Hi \nI am 5\'8", 180lb, blue eyes, D/D and drama free, also handicapped and looking for a friend and lover. No professionals, $ or redirecting to other sites, this is real. \nJack',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Hi \nI am 5\'8", 180lb, blue eyes, D/D and drama free, also handicapped and looking for a friend and lover. No professionals, $ or redirecting to other sites, this is real. \nJack'},
'title': 'M4handicappedF - m4w (Queens)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'M4handicappedF - m4w (Queens)'},
'updated': '2017-07-25T05:58:23-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=58, tm_sec=23, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6218879693.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6218879693.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6218879693.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6218879693.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:56:44-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=56, tm_sec=44, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "The average median wage of a person in the United States is $46000-$50000 depending on source. Let's take an average - $48000. \nA person generally starts working for themselves (out of family guardianship) at 18 if they can find work. Some people sta [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "The average median wage of a person in the United States is $46000-$50000 depending on source. Let's take an average - $48000. \nA person generally starts working for themselves (out of family guardianship) at 18 if they can find work. Some people sta [...]"},
'title': 'Take a gamble? (Financial District)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Take a gamble? (Financial District)'},
'updated': '2017-07-25T05:56:44-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=56, tm_sec=44, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6234824214.html',
'dc_type': 'text',
'enc_enclosure': {'resource': 'https://images.craigslist.org/00u0u_4qkMiSE94sC_300x300.jpg',
'type': 'image/jpeg'},
'id': 'http://newyork.craigslist.org/mnh/stp/6234824214.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6234824214.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6234824214.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:52:35-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=52, tm_sec=35, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Therapeutic and intuitive hands here for Massage Therapy. I work on men therapeutically so they can experience physiological and emotional benefits in their body and mind. I use a holistic approach to therapy. \nMy goal in NYC is to help men with thei [...]',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Therapeutic and intuitive hands here for Massage Therapy. I work on men therapeutically so they can experience physiological and emotional benefits in their body and mind. I use a holistic approach to therapy. \nMy goal in NYC is to help men with thei [...]'},
'title': 'Therapeutic Massage - m4m (East Harlem)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Therapeutic Massage - m4m (East Harlem)'},
'updated': '2017-07-25T05:52:35-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=52, tm_sec=35, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/brk/stp/6225963372.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/brk/stp/6225963372.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/brk/stp/6225963372.html',
'links': [{'href': 'http://newyork.craigslist.org/brk/stp/6225963372.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:40:01-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=40, tm_sec=1, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Would you like to chat? \nIf so leave number and I will call. \nPlease be reasonably intelligent. \nThanks!',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Would you like to chat? \nIf so leave number and I will call. \nPlease be reasonably intelligent. \nThanks!'},
'title': 'Conversation - w4m',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Conversation - w4m'},
'updated': '2017-07-25T05:40:01-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=40, tm_sec=1, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/brx/stp/6234789234.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/brx/stp/6234789234.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/brx/stp/6234789234.html',
'links': [{'href': 'http://newyork.craigslist.org/brx/stp/6234789234.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:35:27-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=35, tm_sec=27, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Hi ladies ,Handsome black guy here... funny ,outgoing and good personality \nI\'m seeking an educated, mature passionate woman who has her own place and looking for boyfriend or husband....Race, size , looks not important please put "I\'m interested" in [...]',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Hi ladies ,Handsome black guy here... funny ,outgoing and good personality \nI\'m seeking an educated, mature passionate woman who has her own place and looking for boyfriend or husband....Race, size , looks not important please put "I\'m interested" in [...]'},
'title': 'MARRIAGE /G.IRLFRIEND WIFEY - m4w (BRONX)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'MARRIAGE /G.IRLFRIEND WIFEY - m4w (BRONX)'},
'updated': '2017-07-25T05:35:27-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=35, tm_sec=27, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6234818537.html',
'dc_type': 'text',
'enc_enclosure': {'resource': 'https://images.craigslist.org/01313_c0aQVY0bQOL_300x300.jpg',
'type': 'image/jpeg'},
'id': 'http://newyork.craigslist.org/mnh/stp/6234818537.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6234818537.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6234818537.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:34:02-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=34, tm_sec=2, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "Looking for Commitment - Let's Get Married!!! \nDon't Spend Another Day as a Single Woman! \nLet's see what we can do about that! \nI'm NOT looking for a one night'er or a fling, but rather a meaningful relationship. \nBased on Openness, Trust and Honest [...]",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "Looking for Commitment - Let's Get Married!!! \nDon't Spend Another Day as a Single Woman! \nLet's see what we can do about that! \nI'm NOT looking for a one night'er or a fling, but rather a meaningful relationship. \nBased on Openness, Trust and Honest [...]"},
'title': "Don't Spend Another Day Alone - m4w (Midtown)",
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': "Don't Spend Another Day Alone - m4w (Midtown)"},
'updated': '2017-07-25T05:34:02-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=34, tm_sec=2, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6216014103.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6216014103.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6216014103.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6216014103.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:21:57-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=21, tm_sec=57, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Moved here this fall. Havent joined a gym yet. Im looking for some serious minded people to work out/run with this spring. Early mornings or late afternoon/early evenings work best for me.',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Moved here this fall. Havent joined a gym yet. Im looking for some serious minded people to work out/run with this spring. Early mornings or late afternoon/early evenings work best for me.'},
'title': 'gym/running workout - m4mw (Manhattan/Queens)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'gym/running workout - m4mw (Manhattan/Queens)'},
'updated': '2017-07-25T05:21:57-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=21, tm_sec=57, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/que/stp/6226006327.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/que/stp/6226006327.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/que/stp/6226006327.html',
'links': [{'href': 'http://newyork.craigslist.org/que/stp/6226006327.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:10:43-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=10, tm_sec=43, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "I'm a single guy interested in chatting with a female teacher or professor who's single as well. \nHow old are you? What level/curriculum do you teach? \nWhat part of town do you live in?",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "I'm a single guy interested in chatting with a female teacher or professor who's single as well. \nHow old are you? What level/curriculum do you teach? \nWhat part of town do you live in?"},
'title': 'Single Teacher Woman - m4w (Queens)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Single Teacher Woman - m4w (Queens)'},
'updated': '2017-07-25T05:10:43-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=10, tm_sec=43, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/que/stp/6234811139.html',
'dc_type': 'text',
'enc_enclosure': {'resource': 'https://images.craigslist.org/00303_jYKcjcHT4N0_300x300.jpg',
'type': 'image/jpeg'},
'id': 'http://newyork.craigslist.org/que/stp/6234811139.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/que/stp/6234811139.html',
'links': [{'href': 'http://newyork.craigslist.org/que/stp/6234811139.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T05:08:21-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=8, tm_sec=21, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': "I'm looking for a single woman to chat with, maybe even meet sometime. \nWhat type of work do you do? \nWhat music or movies do you like? \nWhere do you live?",
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': "I'm looking for a single woman to chat with, maybe even meet sometime. \nWhat type of work do you do? \nWhat music or movies do you like? \nWhere do you live?"},
'title': 'Someone to Chat With - m4w (Queens)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Someone to Chat With - m4w (Queens)'},
'updated': '2017-07-25T05:08:21-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=9, tm_min=8, tm_sec=21, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6205054783.html',
'dc_type': 'text',
'enc_enclosure': {'resource': 'https://images.craigslist.org/00C0C_7peZMkLvsDL_300x300.jpg',
'type': 'image/jpeg'},
'id': 'http://newyork.craigslist.org/mnh/stp/6205054783.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6205054783.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6205054783.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T04:34:35-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=8, tm_min=34, tm_sec=35, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'I am looking to meet a young, trim, white, Superior to worship, serve and obey. Someone not brainwashed by the political correctness of the mainstream culture. A dom with a cocky, self-centered attitude. Not looking for sex but open to safe ideas tha [...]',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'I am looking to meet a young, trim, white, Superior to worship, serve and obey. Someone not brainwashed by the political correctness of the mainstream culture. A dom with a cocky, self-centered attitude. Not looking for sex but open to safe ideas tha [...]'},
'title': 'Young Dom Trumpster 18-28 - m4m (manhattan brooklyn queens...)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Young Dom Trumpster 18-28 - m4m (manhattan brooklyn queens...)'},
'updated': '2017-07-25T04:34:35-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=8, tm_min=34, tm_sec=35, tm_wday=1, tm_yday=206, tm_isdst=0)},
{'dc_source': 'http://newyork.craigslist.org/mnh/stp/6234797712.html',
'dc_type': 'text',
'id': 'http://newyork.craigslist.org/mnh/stp/6234797712.html',
'language': 'en-us',
'link': 'http://newyork.craigslist.org/mnh/stp/6234797712.html',
'links': [{'href': 'http://newyork.craigslist.org/mnh/stp/6234797712.html',
'rel': 'alternate',
'type': 'text/html'}],
'published': '2017-07-25T04:20:03-04:00',
'published_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=8, tm_min=20, tm_sec=3, tm_wday=1, tm_yday=206, tm_isdst=0),
'rights': 'copyright 2017 craiglist',
'rights_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'copyright 2017 craiglist'},
'summary': 'Anyone want to join me at the Starbucks on 72nd st and Amsterdam in Manhattan? Drinks are on me. Just casual conversation and a chance to meet someone new. Strictly platonic. Ages 18-25. I relate better to the youth. Your pic gets mine.',
'summary_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/html',
'value': 'Anyone want to join me at the Starbucks on 72nd st and Amsterdam in Manhattan? Drinks are on me. Just casual conversation and a chance to meet someone new. Strictly platonic. Ages 18-25. I relate better to the youth. Your pic gets mine.'},
'title': 'Starbucks.... - m4m (Upper West Side)',
'title_detail': {'base': 'https://newyork.craigslist.org/search/stp?format=rss',
'language': None,
'type': 'text/plain',
'value': 'Starbucks.... - m4m (Upper West Side)'},
'updated': '2017-07-25T04:20:03-04:00',
'updated_parsed': time.struct_time(tm_year=2017, tm_mon=7, tm_mday=25, tm_hour=8, tm_min=20, tm_sec=3, tm_wday=1, tm_yday=206, tm_isdst=0)}]
In [ ]:
Content source: maxuewei2/machine-learning-in-action
Similar notebooks: