In [22]:
%matplotlib inline
import numpy as np
import pandas as pd
from scipy import stats, integrate
import matplotlib.pyplot as plt
import scipy.sparse as sp
import seaborn as sns
sns.set(color_codes=True)
pd.options.display.max_columns = 999
pd.options.display.max_rows = 999
np.set_printoptions(threshold=np.nan)
In [ ]:
In [21]:
items_mapper = pd.read_csv('/Users/baumatz/Documents/python/recsys/data/intermediate/aol_com/06/items_mapper.csv')
print(items_mapper.shape)
items_mapper
(651, 2)
The slowest run took 22.31 times longer than the fastest. This could mean that an intermediate result is being cached.
10000 loops, best of 3: 75.6 µs per loop
In [4]:
user_mapper = pd.read_csv('/Users/baumatz/Documents/python/recsys/data/intermediate/aol_com/06/user_mapper.csv')
print(user_mapper.shape)
user_mapper.head()
(181571, 2)
Out[4]:
ip
user_id
0
1.42.62.26
0
1
100.0.1.53
1
2
100.0.10.227
2
3
100.0.10.90
3
4
100.0.100.58
4
In [9]:
df = pd.read_csv('/Users/baumatz/Documents/python/recsys/data/intermediate/aol_com/06/2017.06.50.100.5000.transformed.csv')
print (df.shape)
df.head()
(9752073, 2)
Out[9]:
user_id
item_id
0
0
44
1
0
237
2
0
183
3
0
232
4
0
176
In [18]:
meta = pd.read_csv('/Users/baumatz/Documents/python/recsys/data/intermediate/aol_com/06/video_meta.csv')
print (meta.shape)
meta.head()
(651, 7)
Out[18]:
id
video_title
description
keywords
iab_category_one
iab_category_two
creation_date
0
594822d2c214e3685a66bc7f
Report: Senate Democrats Planning Procedural B...
Senate Democrats are reportedly planning to ta...
geobeats,News,senate democrats obamacare,US Ne...
News
National News
2017-06-19T19:15:21.520Z
1
592ec60af3bdc946b98a97f5
Trump Back To Blasting Investigations
After wrapping up a nine-day blitz of the Midd...
President Of The United States,Donald Trump,Cl...
News
International News
2017-05-31T13:32:47.057Z
2
58f91aa192fdde658b25da74
Anthony Bourdain Rates Food Trends
Anthony Bourdain weighs in on today's most pop...
Jimmy Fallon,Rates,Anthony Bourdain,The Tonigh...
News
NaN
2017-04-20T20:31:26.036Z
3
594165c79efa893dabc4655d
What Do We Know About The Alleged Suspect In G...
66-year-old James T. Hodgkinson of Belleville,...
Wednesday morning,Rep. Roger Williams,multiple...
News
International News
2017-06-14T16:35:10.221Z
4
595122939e45102b384b285e
SCOTUS To Hear Arguments On Travel Ban
The Supreme Court of the United States is lett...
supreme court,travel ban,cbs 4 wcco minnesota,...
News
National News
2017-06-26T15:04:39.208Z
In [19]:
meta = meta.merge(items_mapper, left_on='id', right_on='vid').drop('vid',axis=1).set_index('item_id').sort_index()
print (m.shape)
meta.head('/Users/baumatz/Documents/python/recsys/data/intermediate/aol_com/06/video_meta.csv')
(651, 8)
Out[19]:
id
video_title
description
keywords
iab_category_one
iab_category_two
creation_date
item_id
0
551c5139e4b0446aa809a879
FLASHBACK: Keri Russell on 'Felicity' Fame: 'E...
While Keri Russell plays a cutthroat Russian s...
et,etonline,felicity,flashback,interview,jj ab...
Art And Entertainment
Movies And Tv
2015-01-28T20:02:25.095Z
1
551cf577e4b0446aa83d3a34
Ruth Bader Ginsburg Admits She Drank Before SOTU
The 81-year-old Supreme Court justice told a p...
falls asleep,newsy,not sober,notorious rbg,Pre...
News
National News
2015-02-13T15:43:08.019Z
2
551cf85ce4b0446aa83e284a
Hot Black Market Items Are Not What You'd Expect
These hot commodities won't give you a buzz or...
black market,black market commodities,black ma...
News
National News
2015-03-04T15:12:18.147Z
3
551d35d2e4b0446aa851e802
Justice Ginsberg Says She Wasn't Entirely Sobe...
During a talk at George Washington University ...
time.com,Ruth Bader Ginsberg,sotu
News
National News
2015-02-13T09:20:21.527Z
4
5521e839e4b025fd8780c440
The Ultimate Whataburger Taste Test
Does Whataburger have the best fast food in Am...
buzzfeed,fast food in america,texas burder cha...
Art And Entertainment
Pop Culture
2015-03-30T21:51:06.233Z
In [20]:
meta.to_csv('/Users/baumatz/Documents/python/recsys/data/intermediate/aol_com/06/items_data.csv')
In [39]:
s = df.groupby('ip', sort=False).size()
ids = s[(s >=50) & (s <=100)].index
print('dropped %d users from %d to %d' % (len(s) - len(ids), len(s), len(ids)))
df = df[df['ip'].isin(ids)]
dropped 8757318 users from 8939401 to 182083
In [41]:
s = df.groupby('vid', sort=False).size()
ids = s[s >=5000].index
print('dropped %d users from %d to %d' % (len(s) - len(ids), len(s), len(ids)))
df = df[df['vid'].isin(ids)]
dropped 35408 users from 36059 to 651
In [43]:
df.to_csv('/Users/baumatz/Documents/python/recsys/data/intermediate/2017.06.50.100.5000.csv', index=False)
In [4]:
t = video_data.merge(mapper, left_on='id', right_on='vid')
t.head()
Out[4]:
id
video_title
description
keywords
iab_category_one
iab_category_two
iab_category_three
creation_date
provider_name
genre
category_id
company_id
vid
item_id
0
58ce8d87bbbb0a42cc6d7a89
Controversial billboard in protest of Presiden...
A controversial billboard has been put up in P...
news,phoenix,local news,abc 10 news san diego,...
News
Local News
NaN
2017-03-19T13:54:14.238Z
NaN
NaN
NaN
551438ea09eab105804dbff4
58ce8d87bbbb0a42cc6d7a89
42628
1
58ce8d87bbbb0a42cc6d7a89
Controversial billboard in protest of Presiden...
A controversial billboard has been put up in P...
news,phoenix,local news,abc 10 news san diego,...
News
Local News
NaN
2017-03-19T13:54:14.238Z
NaN
NaN
NaN
551438ea09eab105804dbff4
58ce8d87bbbb0a42cc6d7a89
42628
2
58ce8d87bbbb0a42cc6d7a89
Controversial billboard in protest of Presiden...
A controversial billboard has been put up in P...
news,phoenix,local news,abc 10 news san diego,...
News
Local News
NaN
2017-03-19T13:54:14.238Z
NaN
NaN
NaN
551438ea09eab105804dbff4
58ce8d87bbbb0a42cc6d7a89
42628
3
58ce8d87bbbb0a42cc6d7a89
Controversial billboard in protest of Presiden...
A controversial billboard has been put up in P...
news,phoenix,local news,abc 10 news san diego,...
News
Local News
NaN
2017-03-19T13:54:14.238Z
NaN
NaN
NaN
551438ea09eab105804dbff4
58ce8d87bbbb0a42cc6d7a89
42628
4
58ce8d87bbbb0a42cc6d7a89
Controversial billboard in protest of Presiden...
A controversial billboard has been put up in P...
news,phoenix,local news,abc 10 news san diego,...
News
Local News
NaN
2017-03-19T13:54:14.238Z
NaN
NaN
NaN
551438ea09eab105804dbff4
58ce8d87bbbb0a42cc6d7a89
42628
In [6]:
t.sort_values(by=['item_id'])
Out[6]:
id
video_title
description
keywords
iab_category_one
iab_category_two
iab_category_three
creation_date
provider_name
genre
category_id
company_id
vid
item_id
6000694
586886321c68994759e6ec99
Donald Trump: 'No Computer is Safe'
President-elect Donald Trump spoke to reporter...
NBC News,NBC,Russian hacking,Donald Trump,Trum...
News
NaN
NaN
2017-01-01T04:31:31.336Z
NaN
NaN
NaN
55d32f311146fb0bc4dc519c
586886321c68994759e6ec99
34519
6000693
586886321c68994759e6ec99
Donald Trump: 'No Computer is Safe'
President-elect Donald Trump spoke to reporter...
NBC News,NBC,Russian hacking,Donald Trump,Trum...
News
NaN
NaN
2017-01-01T04:31:31.336Z
NaN
NaN
NaN
55d32f311146fb0bc4dc519c
586886321c68994759e6ec99
34519
21017989
5868d848c4d21f19041b61c3
Trump towers over the globe; many fear the shadow
The Republican, Democrat, now reborn Republica...
Review of the Year 2016,USA,Donald Trump,Europ...
News
International News
NaN
2017-01-01T10:21:56.746Z
NaN
NaN
NaN
55b287541146fb1bfc6c660d
5868d848c4d21f19041b61c3
34520
1113935
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113956
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113955
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113954
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113953
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113952
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113951
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113949
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113948
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113947
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113946
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113945
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113944
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113950
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113942
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113941
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113940
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113939
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113938
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113943
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113937
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
1113936
58690e7b1c68994759e7537a
'M*A*S*H' Star Passes Away
Actor William Christopher, best known as the e...
William Christopher,70s tv show,wochit enterta...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T14:13:11.169Z
NaN
NaN
NaN
5512e1b31146fb0c602cb74d
58690e7b1c68994759e7537a
34523
2918994
5869269ac4d21f19041b9b20
Someone Changed Famed Hollywood Sign To Read '...
The sign was modified to read "Hollyweed."
CBS 2 News Weekends,los angeles news,cbs2 la
News
National News
U.s. News
2017-01-01T15:56:07.841Z
NaN
NaN
NaN
56c33f8d1146fb0de45fe1c6
5869269ac4d21f19041b9b20
34526
2918993
5869269ac4d21f19041b9b20
Someone Changed Famed Hollywood Sign To Read '...
The sign was modified to read "Hollyweed."
CBS 2 News Weekends,los angeles news,cbs2 la
News
National News
U.s. News
2017-01-01T15:56:07.841Z
NaN
NaN
NaN
56c33f8d1146fb0de45fe1c6
5869269ac4d21f19041b9b20
34526
2973216
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973215
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973213
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973218
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973214
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973217
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973212
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973208
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973210
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973209
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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News
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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News
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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News
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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News
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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News
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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2973200
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973181
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973192
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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News
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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News
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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News
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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2973247
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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News
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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News
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
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55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
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News
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NaN
2017-01-01T16:11:59.170Z
NaN
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NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
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NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
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2973255
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973256
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973268
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973267
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973266
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973265
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973269
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973263
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973262
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973261
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973260
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
2973259
58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
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58692a587ca5763a54c22ed8
New 12-sided £1 coin to enter circulation in M...
A new 12-sided £1 coin enters circulation in M...
itn,£1 coin,piggy bank,save,jane austen,quid,S...
News
Europe News
NaN
2017-01-01T16:11:59.170Z
NaN
NaN
NaN
55143adb09eab105804dc054
58692a587ca5763a54c22ed8
34527
4582195
586939421c68994759e781dd
Was Don Lemon Sloppy Drunk On Air
CNN Anchor Don Lemon gave viewers an earful du...
Don Lemon,wochit news,Josh Snchez,NEW YEAR'S E...
News
International News
NaN
2017-01-01T17:15:37.293Z
NaN
NaN
NaN
5512a3901146fb0cb8b5fc87
586939421c68994759e781dd
34530
4582196
586939421c68994759e781dd
Was Don Lemon Sloppy Drunk On Air
CNN Anchor Don Lemon gave viewers an earful du...
Don Lemon,wochit news,Josh Snchez,NEW YEAR'S E...
News
International News
NaN
2017-01-01T17:15:37.293Z
NaN
NaN
NaN
5512a3901146fb0cb8b5fc87
586939421c68994759e781dd
34530
4582197
586939421c68994759e781dd
Was Don Lemon Sloppy Drunk On Air
CNN Anchor Don Lemon gave viewers an earful du...
Don Lemon,wochit news,Josh Snchez,NEW YEAR'S E...
News
International News
NaN
2017-01-01T17:15:37.293Z
NaN
NaN
NaN
5512a3901146fb0cb8b5fc87
586939421c68994759e781dd
34530
4582198
586939421c68994759e781dd
Was Don Lemon Sloppy Drunk On Air
CNN Anchor Don Lemon gave viewers an earful du...
Don Lemon,wochit news,Josh Snchez,NEW YEAR'S E...
News
International News
NaN
2017-01-01T17:15:37.293Z
NaN
NaN
NaN
5512a3901146fb0cb8b5fc87
586939421c68994759e781dd
34530
4582200
586939421c68994759e781dd
Was Don Lemon Sloppy Drunk On Air
CNN Anchor Don Lemon gave viewers an earful du...
Don Lemon,wochit news,Josh Snchez,NEW YEAR'S E...
News
International News
NaN
2017-01-01T17:15:37.293Z
NaN
NaN
NaN
5512a3901146fb0cb8b5fc87
586939421c68994759e781dd
34530
4582201
586939421c68994759e781dd
Was Don Lemon Sloppy Drunk On Air
CNN Anchor Don Lemon gave viewers an earful du...
Don Lemon,wochit news,Josh Snchez,NEW YEAR'S E...
News
International News
NaN
2017-01-01T17:15:37.293Z
NaN
NaN
NaN
5512a3901146fb0cb8b5fc87
586939421c68994759e781dd
34530
4582202
586939421c68994759e781dd
Was Don Lemon Sloppy Drunk On Air
CNN Anchor Don Lemon gave viewers an earful du...
Don Lemon,wochit news,Josh Snchez,NEW YEAR'S E...
News
International News
NaN
2017-01-01T17:15:37.293Z
NaN
NaN
NaN
5512a3901146fb0cb8b5fc87
586939421c68994759e781dd
34530
4582199
586939421c68994759e781dd
Was Don Lemon Sloppy Drunk On Air
CNN Anchor Don Lemon gave viewers an earful du...
Don Lemon,wochit news,Josh Snchez,NEW YEAR'S E...
News
International News
NaN
2017-01-01T17:15:37.293Z
NaN
NaN
NaN
5512a3901146fb0cb8b5fc87
586939421c68994759e781dd
34530
3854932
58694fa4c4d21f19041bc7d1
Mariah Carey’s New Year’s Eve Nightmare
The singer fumbled her way through three painf...
people magazine,Mariah Carey,Mariah Carey soun...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-01-01T18:51:07.736Z
NaN
NaN
NaN
5514609009eab105804dc180
58694fa4c4d21f19041bc7d1
34532
7057877
5869666ac4d21f19041be6a6
North Korea's Kim Jong-un Announces Long-Range...
Despite sanctions, Kim Jong-un continues to as...
Donald Trump,nuclear weapons,Kim Jong-un,weapo...
News
International News
NaN
2017-01-01T20:28:23.703Z
NaN
NaN
NaN
5514390b1146fb0d084da44e
5869666ac4d21f19041be6a6
34534
7057880
5869666ac4d21f19041be6a6
North Korea's Kim Jong-un Announces Long-Range...
Despite sanctions, Kim Jong-un continues to as...
Donald Trump,nuclear weapons,Kim Jong-un,weapo...
News
International News
NaN
2017-01-01T20:28:23.703Z
NaN
NaN
NaN
5514390b1146fb0d084da44e
5869666ac4d21f19041be6a6
34534
7057879
5869666ac4d21f19041be6a6
North Korea's Kim Jong-un Announces Long-Range...
Despite sanctions, Kim Jong-un continues to as...
Donald Trump,nuclear weapons,Kim Jong-un,weapo...
News
International News
NaN
2017-01-01T20:28:23.703Z
NaN
NaN
NaN
5514390b1146fb0d084da44e
5869666ac4d21f19041be6a6
34534
7057878
5869666ac4d21f19041be6a6
North Korea's Kim Jong-un Announces Long-Range...
Despite sanctions, Kim Jong-un continues to as...
Donald Trump,nuclear weapons,Kim Jong-un,weapo...
News
International News
NaN
2017-01-01T20:28:23.703Z
NaN
NaN
NaN
5514390b1146fb0d084da44e
5869666ac4d21f19041be6a6
34534
22419247
586982957ca5763a54c29de7
Shooter Kills 11 Before Shooting Himself in Br...
A gunman stormed a house party and killed 11 p...
Brazil shooting,reuters,Campinas shooting,holi...
News
International News
NaN
2017-01-01T22:28:26.046Z
NaN
NaN
NaN
551438b009eab105804dbfdb
586982957ca5763a54c29de7
34535
22419239
586982957ca5763a54c29de7
Shooter Kills 11 Before Shooting Himself in Br...
A gunman stormed a house party and killed 11 p...
Brazil shooting,reuters,Campinas shooting,holi...
News
International News
NaN
2017-01-01T22:28:26.046Z
NaN
NaN
NaN
551438b009eab105804dbfdb
586982957ca5763a54c29de7
34535
22419245
586982957ca5763a54c29de7
Shooter Kills 11 Before Shooting Himself in Br...
A gunman stormed a house party and killed 11 p...
Brazil shooting,reuters,Campinas shooting,holi...
News
International News
NaN
2017-01-01T22:28:26.046Z
NaN
NaN
NaN
551438b009eab105804dbfdb
586982957ca5763a54c29de7
34535
22419246
586982957ca5763a54c29de7
Shooter Kills 11 Before Shooting Himself in Br...
A gunman stormed a house party and killed 11 p...
Brazil shooting,reuters,Campinas shooting,holi...
News
International News
NaN
2017-01-01T22:28:26.046Z
NaN
NaN
NaN
551438b009eab105804dbfdb
586982957ca5763a54c29de7
34535
22419236
586982957ca5763a54c29de7
Shooter Kills 11 Before Shooting Himself in Br...
A gunman stormed a house party and killed 11 p...
Brazil shooting,reuters,Campinas shooting,holi...
News
International News
NaN
2017-01-01T22:28:26.046Z
NaN
NaN
NaN
551438b009eab105804dbfdb
586982957ca5763a54c29de7
34535
22419237
586982957ca5763a54c29de7
Shooter Kills 11 Before Shooting Himself in Br...
A gunman stormed a house party and killed 11 p...
Brazil shooting,reuters,Campinas shooting,holi...
News
International News
NaN
2017-01-01T22:28:26.046Z
NaN
NaN
NaN
551438b009eab105804dbfdb
586982957ca5763a54c29de7
34535
22419238
586982957ca5763a54c29de7
Shooter Kills 11 Before Shooting Himself in Br...
A gunman stormed a house party and killed 11 p...
Brazil shooting,reuters,Campinas shooting,holi...
News
International News
NaN
2017-01-01T22:28:26.046Z
NaN
NaN
NaN
551438b009eab105804dbfdb
586982957ca5763a54c29de7
34535
22419240
586982957ca5763a54c29de7
Shooter Kills 11 Before Shooting Himself in Br...
A gunman stormed a house party and killed 11 p...
Brazil shooting,reuters,Campinas shooting,holi...
News
International News
NaN
2017-01-01T22:28:26.046Z
NaN
NaN
NaN
551438b009eab105804dbfdb
586982957ca5763a54c29de7
34535
22419235
586982957ca5763a54c29de7
Shooter Kills 11 Before Shooting Himself in Br...
A gunman stormed a house party and killed 11 p...
Brazil shooting,reuters,Campinas shooting,holi...
News
International News
NaN
2017-01-01T22:28:26.046Z
NaN
NaN
NaN
551438b009eab105804dbfdb
586982957ca5763a54c29de7
34535
22419242
586982957ca5763a54c29de7
Shooter Kills 11 Before Shooting Himself in Br...
A gunman stormed a house party and killed 11 p...
Brazil shooting,reuters,Campinas shooting,holi...
News
International News
NaN
2017-01-01T22:28:26.046Z
NaN
NaN
NaN
551438b009eab105804dbfdb
586982957ca5763a54c29de7
34535
22419243
586982957ca5763a54c29de7
Shooter Kills 11 Before Shooting Himself in Br...
A gunman stormed a house party and killed 11 p...
Brazil shooting,reuters,Campinas shooting,holi...
News
International News
NaN
2017-01-01T22:28:26.046Z
NaN
NaN
NaN
551438b009eab105804dbfdb
586982957ca5763a54c29de7
34535
22419244
586982957ca5763a54c29de7
Shooter Kills 11 Before Shooting Himself in Br...
A gunman stormed a house party and killed 11 p...
Brazil shooting,reuters,Campinas shooting,holi...
News
International News
NaN
2017-01-01T22:28:26.046Z
NaN
NaN
NaN
551438b009eab105804dbfdb
586982957ca5763a54c29de7
34535
22419241
586982957ca5763a54c29de7
Shooter Kills 11 Before Shooting Himself in Br...
A gunman stormed a house party and killed 11 p...
Brazil shooting,reuters,Campinas shooting,holi...
News
International News
NaN
2017-01-01T22:28:26.046Z
NaN
NaN
NaN
551438b009eab105804dbfdb
586982957ca5763a54c29de7
34535
12678422
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Hull: UK City of Culture gets underway
Gvs of installations dotted around Hull for th...
Gift,2017,imitating the dog,pa news,press asso...
Sports
Sports News
NaN
2017-01-01T22:33:59.468Z
NaN
NaN
NaN
553c5430bb13df0f64aa842c
5869851c1c68994759e7e595
34536
12678423
5869851c1c68994759e7e595
Hull: UK City of Culture gets underway
Gvs of installations dotted around Hull for th...
Gift,2017,imitating the dog,pa news,press asso...
Sports
Sports News
NaN
2017-01-01T22:33:59.468Z
NaN
NaN
NaN
553c5430bb13df0f64aa842c
5869851c1c68994759e7e595
34536
12678424
5869851c1c68994759e7e595
Hull: UK City of Culture gets underway
Gvs of installations dotted around Hull for th...
Gift,2017,imitating the dog,pa news,press asso...
Sports
Sports News
NaN
2017-01-01T22:33:59.468Z
NaN
NaN
NaN
553c5430bb13df0f64aa842c
5869851c1c68994759e7e595
34536
4625867
586a30ae7ca5763a54c387ca
Winter Storm Gregory: Dangerous Snow and Ice
Winter Storm Gregory will move east across the...
weather channel storm coverage,storm coverage,...
News
Weather Forecast
Weather News
2017-01-02T10:51:17.592Z
NaN
NaN
NaN
551439991146fb0d084da46e
586a30ae7ca5763a54c387ca
34544
4625866
586a30ae7ca5763a54c387ca
Winter Storm Gregory: Dangerous Snow and Ice
Winter Storm Gregory will move east across the...
weather channel storm coverage,storm coverage,...
News
Weather Forecast
Weather News
2017-01-02T10:51:17.592Z
NaN
NaN
NaN
551439991146fb0d084da46e
586a30ae7ca5763a54c387ca
34544
3644707
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644702
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644700
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644703
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644704
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644705
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644706
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644701
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644708
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644715
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644710
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644711
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644712
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644713
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644714
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644699
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644716
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644717
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644718
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644719
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644709
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644698
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644690
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644696
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644720
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644676
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644675
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644677
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644678
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644679
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644680
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644681
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644682
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644683
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644674
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644684
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644685
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644686
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644687
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644688
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644689
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644691
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644693
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644694
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644695
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644697
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644721
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644759
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644723
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644755
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644756
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644757
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644758
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644760
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644761
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644762
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644763
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644764
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644765
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644766
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644781
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644780
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644779
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644778
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644777
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644776
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644775
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644774
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644773
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644772
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644771
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644770
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644769
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644768
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644767
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644673
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644754
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644753
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644752
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644751
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644724
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644725
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644726
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644727
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644728
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644729
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644730
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644731
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644732
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644733
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644734
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644735
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644736
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644722
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644737
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644739
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644740
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644741
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644742
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644743
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644744
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644745
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644633
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644746
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644747
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644748
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644749
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644750
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644738
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644672
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644600
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644670
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644782
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644599
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644598
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644597
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644596
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644595
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644594
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644593
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644592
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644591
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644590
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644589
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644588
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644587
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644586
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644585
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644584
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644583
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644582
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644581
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644580
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644579
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644578
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644577
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644576
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644575
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644574
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644601
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644602
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644603
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644604
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644632
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644631
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644630
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644629
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644628
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644627
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644626
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644625
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644624
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644623
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644622
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644621
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644620
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644573
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644619
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644617
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644616
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644615
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644614
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644613
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644612
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644611
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644610
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644609
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644608
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644607
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644606
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644605
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644618
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644671
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644572
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644570
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644644
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644645
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644646
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644647
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644648
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644649
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644650
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644651
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644692
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644652
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644653
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644654
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644655
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644656
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644657
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644658
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644659
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644660
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644661
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644662
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644663
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644664
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644665
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644666
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644667
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644668
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644669
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644643
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644642
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644641
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644640
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644569
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644568
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644567
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644566
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644565
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644564
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644563
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644562
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644561
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644560
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644559
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644558
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644557
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644571
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644556
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644554
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644553
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644552
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644551
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644550
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644549
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644548
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644547
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644635
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644636
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644637
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644638
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644639
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644555
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644783
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644634
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644785
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644784
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644808
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644807
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644806
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644805
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644804
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644803
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644802
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644801
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644799
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644798
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644800
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644796
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644786
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644787
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644788
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644797
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644790
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644789
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644792
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644793
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644794
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644795
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
3644791
586a538d1c68994759e8fb50
Glendale ouple receives the greatest New Year’...
Twins born in two different years.
news,appvideo,local news,abc15,knxv,distributa...
Sports
Sports News
NaN
2017-01-02T13:20:10.926Z
NaN
NaN
NaN
574dfb8fe4b06f8cbd33c3dc
586a538d1c68994759e8fb50
34550
24832355
586a599c7ca5763a54c3c0df
Canadian Pilot Arrested for Passing out Drunk ...
A Canadian airline pilot passed out in the coc...
sunwing vacations,safety,drunk on the job,veue...
News
International News
NaN
2017-01-02T13:45:59.974Z
NaN
NaN
NaN
5661ae4c1146fb0894838ad7
586a599c7ca5763a54c3c0df
34552
24832350
586a599c7ca5763a54c3c0df
Canadian Pilot Arrested for Passing out Drunk ...
A Canadian airline pilot passed out in the coc...
sunwing vacations,safety,drunk on the job,veue...
News
International News
NaN
2017-01-02T13:45:59.974Z
NaN
NaN
NaN
5661ae4c1146fb0894838ad7
586a599c7ca5763a54c3c0df
34552
24832351
586a599c7ca5763a54c3c0df
Canadian Pilot Arrested for Passing out Drunk ...
A Canadian airline pilot passed out in the coc...
sunwing vacations,safety,drunk on the job,veue...
News
International News
NaN
2017-01-02T13:45:59.974Z
NaN
NaN
NaN
5661ae4c1146fb0894838ad7
586a599c7ca5763a54c3c0df
34552
24832352
586a599c7ca5763a54c3c0df
Canadian Pilot Arrested for Passing out Drunk ...
A Canadian airline pilot passed out in the coc...
sunwing vacations,safety,drunk on the job,veue...
News
International News
NaN
2017-01-02T13:45:59.974Z
NaN
NaN
NaN
5661ae4c1146fb0894838ad7
586a599c7ca5763a54c3c0df
34552
24832354
586a599c7ca5763a54c3c0df
Canadian Pilot Arrested for Passing out Drunk ...
A Canadian airline pilot passed out in the coc...
sunwing vacations,safety,drunk on the job,veue...
News
International News
NaN
2017-01-02T13:45:59.974Z
NaN
NaN
NaN
5661ae4c1146fb0894838ad7
586a599c7ca5763a54c3c0df
34552
24832356
586a599c7ca5763a54c3c0df
Canadian Pilot Arrested for Passing out Drunk ...
A Canadian airline pilot passed out in the coc...
sunwing vacations,safety,drunk on the job,veue...
News
International News
NaN
2017-01-02T13:45:59.974Z
NaN
NaN
NaN
5661ae4c1146fb0894838ad7
586a599c7ca5763a54c3c0df
34552
24832353
586a599c7ca5763a54c3c0df
Canadian Pilot Arrested for Passing out Drunk ...
A Canadian airline pilot passed out in the coc...
sunwing vacations,safety,drunk on the job,veue...
News
International News
NaN
2017-01-02T13:45:59.974Z
NaN
NaN
NaN
5661ae4c1146fb0894838ad7
586a599c7ca5763a54c3c0df
34552
24832358
586a599c7ca5763a54c3c0df
Canadian Pilot Arrested for Passing out Drunk ...
A Canadian airline pilot passed out in the coc...
sunwing vacations,safety,drunk on the job,veue...
News
International News
NaN
2017-01-02T13:45:59.974Z
NaN
NaN
NaN
5661ae4c1146fb0894838ad7
586a599c7ca5763a54c3c0df
34552
24832359
586a599c7ca5763a54c3c0df
Canadian Pilot Arrested for Passing out Drunk ...
A Canadian airline pilot passed out in the coc...
sunwing vacations,safety,drunk on the job,veue...
News
International News
NaN
2017-01-02T13:45:59.974Z
NaN
NaN
NaN
5661ae4c1146fb0894838ad7
586a599c7ca5763a54c3c0df
34552
24832357
586a599c7ca5763a54c3c0df
Canadian Pilot Arrested for Passing out Drunk ...
A Canadian airline pilot passed out in the coc...
sunwing vacations,safety,drunk on the job,veue...
News
International News
NaN
2017-01-02T13:45:59.974Z
NaN
NaN
NaN
5661ae4c1146fb0894838ad7
586a599c7ca5763a54c3c0df
34552
9812949
586a5f3d7ca5763a54c3ca43
WSJ Editor Wary of Calling Trump's False State...
The newspaper's editor-in-chief says using the...
wall street journal editor in chief,trump fals...
News
National News
U.s. News
2017-01-02T14:10:02.135Z
NaN
NaN
NaN
5514390b1146fb0d084da44e
586a5f3d7ca5763a54c3ca43
34554
9812950
586a5f3d7ca5763a54c3ca43
WSJ Editor Wary of Calling Trump's False State...
The newspaper's editor-in-chief says using the...
wall street journal editor in chief,trump fals...
News
National News
U.s. News
2017-01-02T14:10:02.135Z
NaN
NaN
NaN
5514390b1146fb0d084da44e
586a5f3d7ca5763a54c3ca43
34554
9812951
586a5f3d7ca5763a54c3ca43
WSJ Editor Wary of Calling Trump's False State...
The newspaper's editor-in-chief says using the...
wall street journal editor in chief,trump fals...
News
National News
U.s. News
2017-01-02T14:10:02.135Z
NaN
NaN
NaN
5514390b1146fb0d084da44e
586a5f3d7ca5763a54c3ca43
34554
9812952
586a5f3d7ca5763a54c3ca43
WSJ Editor Wary of Calling Trump's False State...
The newspaper's editor-in-chief says using the...
wall street journal editor in chief,trump fals...
News
National News
U.s. News
2017-01-02T14:10:02.135Z
NaN
NaN
NaN
5514390b1146fb0d084da44e
586a5f3d7ca5763a54c3ca43
34554
9812953
586a5f3d7ca5763a54c3ca43
WSJ Editor Wary of Calling Trump's False State...
The newspaper's editor-in-chief says using the...
wall street journal editor in chief,trump fals...
News
National News
U.s. News
2017-01-02T14:10:02.135Z
NaN
NaN
NaN
5514390b1146fb0d084da44e
586a5f3d7ca5763a54c3ca43
34554
2873128
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873127
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873125
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873124
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873123
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873120
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873121
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873129
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873119
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873118
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873117
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873116
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873122
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873130
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873133
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873132
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873134
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873135
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873090
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873137
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873138
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873139
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
2873140
586a65cdc4d21f19041d38be
Australian Snakes Perform Mating "Dance"
A cool video has emerged from New South Wales,...
diamond pythons mating,pythons mating,Australi...
NaN
NaN
NaN
2017-01-02T14:37:57.846Z
NaN
NaN
NaN
552a3609bb13df0540d6bf03
586a65cdc4d21f19041d38be
34555
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
6155613
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155707
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155705
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155677
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155678
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155679
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155680
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155681
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155682
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155683
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155684
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155685
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155686
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155687
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155688
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155689
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155706
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155690
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155692
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155693
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155694
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155695
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155696
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155697
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155698
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155699
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155700
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155701
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155702
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155703
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155704
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155691
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155737
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155612
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155610
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155519
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155520
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155521
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155522
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155523
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155524
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155525
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155526
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155527
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155528
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155529
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155530
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155531
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155532
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155533
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155534
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155535
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155536
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155537
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155538
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155539
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155540
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155541
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155542
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155543
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155544
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155545
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155518
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155517
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155516
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155515
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155487
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155488
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155489
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155490
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155491
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155492
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155493
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155494
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155495
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155496
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155497
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155498
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155499
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155546
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155500
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155502
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155503
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155504
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155505
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155506
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155507
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155508
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155509
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155510
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155511
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155512
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155513
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155514
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155501
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155547
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155548
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155549
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155582
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155583
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155584
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155585
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155586
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155587
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155588
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155589
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155590
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155591
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155592
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155593
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155594
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155581
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155595
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155597
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155598
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155599
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155600
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155601
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155602
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155603
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155604
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155605
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155606
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155607
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155608
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155609
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155596
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155611
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155580
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155578
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155550
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155551
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155552
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155553
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155554
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155555
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155556
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155557
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155558
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155559
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155560
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155561
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155562
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155579
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155563
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155565
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155566
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155567
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155568
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155569
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155570
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155571
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155572
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155573
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155574
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155575
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155576
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155577
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155564
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155738
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155709
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155814
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155835
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155836
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155837
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155838
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155839
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155840
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155841
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155842
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155843
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155844
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155845
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155846
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155847
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155848
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155849
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155850
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155851
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155852
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155853
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155854
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155855
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155856
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155857
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155834
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155833
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155832
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155831
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155812
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155813
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155882
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155815
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155816
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155817
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155818
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155819
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155820
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155821
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155822
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155858
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155823
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155825
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155826
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155827
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155828
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155829
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155830
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155919
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155918
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155917
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155916
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155915
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155824
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155739
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155859
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155860
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155905
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155904
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155903
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155902
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155901
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155900
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155899
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155898
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155897
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155896
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155895
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155906
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155894
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155892
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155891
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155890
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155889
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155888
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155887
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155880
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155886
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155885
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155884
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155883
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155893
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155811
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155907
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155909
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155861
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155862
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155863
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155864
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155865
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155914
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155866
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155867
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155868
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155869
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155870
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155908
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155871
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155873
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155874
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155875
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155876
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155877
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155878
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155879
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155913
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155912
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155911
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155910
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155872
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155810
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155881
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155808
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155775
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155776
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155777
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155778
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155779
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155780
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155781
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155809
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155749
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155782
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155783
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155784
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155785
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155786
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155787
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155788
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155789
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155790
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155751
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155774
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155792
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155773
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155771
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155752
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155753
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155754
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155755
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155756
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155757
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155758
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155759
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155760
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155761
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155762
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155763
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155764
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155765
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155766
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155767
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155768
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155769
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155770
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155772
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155793
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155791
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155795
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155801
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155794
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155803
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155804
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155805
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155930
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155929
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155740
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155928
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155927
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155806
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155926
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155925
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155924
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155923
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155922
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155921
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155920
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155807
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155800
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155799
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155802
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155931
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155748
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155798
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155747
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155746
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155745
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155744
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155750
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155797
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155933
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155743
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155742
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155741
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155796
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
6155932
5952dc759efa8949ee302e81
Man freed after 90 days in jail for what he sa...
Man freed after 90 days in jail for what he sa...
wesh
News
Local News
NaN
2017-06-27T22:30:05.118Z
NaN
NaN
NaN
5514537d1146fb0d084da5a4
5952dc759efa8949ee302e81
87315
13817815
5952dd07e0fa173fec64a443
Senate delays vote on health care
A White House official and a GOP aide on the H...
obamacare replacement,health care bill,trumpca...
News
Local News
NaN
2017-06-27T22:32:38.900Z
NaN
NaN
NaN
5514399c09eab105804dc024
5952dd07e0fa173fec64a443
87317
13817816
5952dd07e0fa173fec64a443
Senate delays vote on health care
A White House official and a GOP aide on the H...
obamacare replacement,health care bill,trumpca...
News
Local News
NaN
2017-06-27T22:32:38.900Z
NaN
NaN
NaN
5514399c09eab105804dc024
5952dd07e0fa173fec64a443
87317
13817814
5952dd07e0fa173fec64a443
Senate delays vote on health care
A White House official and a GOP aide on the H...
obamacare replacement,health care bill,trumpca...
News
Local News
NaN
2017-06-27T22:32:38.900Z
NaN
NaN
NaN
5514399c09eab105804dc024
5952dd07e0fa173fec64a443
87317
13817813
5952dd07e0fa173fec64a443
Senate delays vote on health care
A White House official and a GOP aide on the H...
obamacare replacement,health care bill,trumpca...
News
Local News
NaN
2017-06-27T22:32:38.900Z
NaN
NaN
NaN
5514399c09eab105804dc024
5952dd07e0fa173fec64a443
87317
14040126
5952e14192fdde702e372d92
United Crew Dithers Over Whether To Call Param...
A mother's 4-month-old son had to be hospitali...
Denver International Airport,National Weather ...
Business And Industrial
Business News
NaN
2017-06-27T22:50:30.898Z
NaN
NaN
NaN
551438d109eab105804dbfe4
5952e14192fdde702e372d92
87327
14040127
5952e14192fdde702e372d92
United Crew Dithers Over Whether To Call Param...
A mother's 4-month-old son had to be hospitali...
Denver International Airport,National Weather ...
Business And Industrial
Business News
NaN
2017-06-27T22:50:30.898Z
NaN
NaN
NaN
551438d109eab105804dbfe4
5952e14192fdde702e372d92
87327
14040128
5952e14192fdde702e372d92
United Crew Dithers Over Whether To Call Param...
A mother's 4-month-old son had to be hospitali...
Denver International Airport,National Weather ...
Business And Industrial
Business News
NaN
2017-06-27T22:50:30.898Z
NaN
NaN
NaN
551438d109eab105804dbfe4
5952e14192fdde702e372d92
87327
14040124
5952e14192fdde702e372d92
United Crew Dithers Over Whether To Call Param...
A mother's 4-month-old son had to be hospitali...
Denver International Airport,National Weather ...
Business And Industrial
Business News
NaN
2017-06-27T22:50:30.898Z
NaN
NaN
NaN
551438d109eab105804dbfe4
5952e14192fdde702e372d92
87327
14040129
5952e14192fdde702e372d92
United Crew Dithers Over Whether To Call Param...
A mother's 4-month-old son had to be hospitali...
Denver International Airport,National Weather ...
Business And Industrial
Business News
NaN
2017-06-27T22:50:30.898Z
NaN
NaN
NaN
551438d109eab105804dbfe4
5952e14192fdde702e372d92
87327
14040130
5952e14192fdde702e372d92
United Crew Dithers Over Whether To Call Param...
A mother's 4-month-old son had to be hospitali...
Denver International Airport,National Weather ...
Business And Industrial
Business News
NaN
2017-06-27T22:50:30.898Z
NaN
NaN
NaN
551438d109eab105804dbfe4
5952e14192fdde702e372d92
87327
14040131
5952e14192fdde702e372d92
United Crew Dithers Over Whether To Call Param...
A mother's 4-month-old son had to be hospitali...
Denver International Airport,National Weather ...
Business And Industrial
Business News
NaN
2017-06-27T22:50:30.898Z
NaN
NaN
NaN
551438d109eab105804dbfe4
5952e14192fdde702e372d92
87327
14040125
5952e14192fdde702e372d92
United Crew Dithers Over Whether To Call Param...
A mother's 4-month-old son had to be hospitali...
Denver International Airport,National Weather ...
Business And Industrial
Business News
NaN
2017-06-27T22:50:30.898Z
NaN
NaN
NaN
551438d109eab105804dbfe4
5952e14192fdde702e372d92
87327
14040132
5952e14192fdde702e372d92
United Crew Dithers Over Whether To Call Param...
A mother's 4-month-old son had to be hospitali...
Denver International Airport,National Weather ...
Business And Industrial
Business News
NaN
2017-06-27T22:50:30.898Z
NaN
NaN
NaN
551438d109eab105804dbfe4
5952e14192fdde702e372d92
87327
6426502
5952e643e0fa173fec64ba27
Inside Bethenny Frankel's Stalking Ordeal as E...
Nearly a year after Bethenny Frankel‘s content...
Newsdesk,people magazine
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-27T23:11:53.582Z
NaN
NaN
NaN
5514609009eab105804dc180
5952e643e0fa173fec64ba27
87332
6426500
5952e643e0fa173fec64ba27
Inside Bethenny Frankel's Stalking Ordeal as E...
Nearly a year after Bethenny Frankel‘s content...
Newsdesk,people magazine
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-27T23:11:53.582Z
NaN
NaN
NaN
5514609009eab105804dc180
5952e643e0fa173fec64ba27
87332
6426499
5952e643e0fa173fec64ba27
Inside Bethenny Frankel's Stalking Ordeal as E...
Nearly a year after Bethenny Frankel‘s content...
Newsdesk,people magazine
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-27T23:11:53.582Z
NaN
NaN
NaN
5514609009eab105804dc180
5952e643e0fa173fec64ba27
87332
6426498
5952e643e0fa173fec64ba27
Inside Bethenny Frankel's Stalking Ordeal as E...
Nearly a year after Bethenny Frankel‘s content...
Newsdesk,people magazine
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-27T23:11:53.582Z
NaN
NaN
NaN
5514609009eab105804dc180
5952e643e0fa173fec64ba27
87332
6426501
5952e643e0fa173fec64ba27
Inside Bethenny Frankel's Stalking Ordeal as E...
Nearly a year after Bethenny Frankel‘s content...
Newsdesk,people magazine
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-27T23:11:53.582Z
NaN
NaN
NaN
5514609009eab105804dc180
5952e643e0fa173fec64ba27
87332
6510988
5952e6ddc214e36cabb3c613
San Diego, CA 60 Second Forecast
San Diego, CA 40 second local forecast from Th...
san diego ca weather forecast video,the weathe...
News
Weather Forecast
NaN
2017-06-27T23:14:36.199Z
NaN
NaN
NaN
5514389e1146fb0d084da42a
5952e6ddc214e36cabb3c613
87333
21505791
5952e89c9efa8949ee304cac
'Trolls keep trolling,' says baker who makes i...
New York City-based baker Kat Thek has a way t...
troll cakes,reuters,internet trolls,reuters ne...
News
International News
NaN
2017-06-27T23:21:58.860Z
NaN
NaN
NaN
551438b009eab105804dbfdb
5952e89c9efa8949ee304cac
87335
21505790
5952e89c9efa8949ee304cac
'Trolls keep trolling,' says baker who makes i...
New York City-based baker Kat Thek has a way t...
troll cakes,reuters,internet trolls,reuters ne...
News
International News
NaN
2017-06-27T23:21:58.860Z
NaN
NaN
NaN
551438b009eab105804dbfdb
5952e89c9efa8949ee304cac
87335
21505789
5952e89c9efa8949ee304cac
'Trolls keep trolling,' says baker who makes i...
New York City-based baker Kat Thek has a way t...
troll cakes,reuters,internet trolls,reuters ne...
News
International News
NaN
2017-06-27T23:21:58.860Z
NaN
NaN
NaN
551438b009eab105804dbfdb
5952e89c9efa8949ee304cac
87335
21505788
5952e89c9efa8949ee304cac
'Trolls keep trolling,' says baker who makes i...
New York City-based baker Kat Thek has a way t...
troll cakes,reuters,internet trolls,reuters ne...
News
International News
NaN
2017-06-27T23:21:58.860Z
NaN
NaN
NaN
551438b009eab105804dbfdb
5952e89c9efa8949ee304cac
87335
25311615
5952e89cf3bdc970c5cd3273
Dissident artist Ai Weiwei brings exhibit to W...
Artist Ai Weiwei exhibits his work "Trace", an...
art installation,Ai Weiwei,political activists...
News
International News
NaN
2017-06-27T23:21:58.681Z
NaN
NaN
NaN
551438b009eab105804dbfdb
5952e89cf3bdc970c5cd3273
87336
25311616
5952e89cf3bdc970c5cd3273
Dissident artist Ai Weiwei brings exhibit to W...
Artist Ai Weiwei exhibits his work "Trace", an...
art installation,Ai Weiwei,political activists...
News
International News
NaN
2017-06-27T23:21:58.681Z
NaN
NaN
NaN
551438b009eab105804dbfdb
5952e89cf3bdc970c5cd3273
87336
18926626
5952ec3d9e45102b384fdf5c
Do Magnetic Eyelashes WORK!? (Beauty Break)
The beauty world never ceases to amaze us. The...
false eyelashes,clevverstyle beauty break,magn...
Art And Entertainment
Pop Culture
NaN
2017-06-27T23:37:32.620Z
NaN
NaN
NaN
553db7261146fb1a0ca65d3e
5952ec3d9e45102b384fdf5c
87342
18926627
5952ec3d9e45102b384fdf5c
Do Magnetic Eyelashes WORK!? (Beauty Break)
The beauty world never ceases to amaze us. The...
false eyelashes,clevverstyle beauty break,magn...
Art And Entertainment
Pop Culture
NaN
2017-06-27T23:37:32.620Z
NaN
NaN
NaN
553db7261146fb1a0ca65d3e
5952ec3d9e45102b384fdf5c
87342
18926628
5952ec3d9e45102b384fdf5c
Do Magnetic Eyelashes WORK!? (Beauty Break)
The beauty world never ceases to amaze us. The...
false eyelashes,clevverstyle beauty break,magn...
Art And Entertainment
Pop Culture
NaN
2017-06-27T23:37:32.620Z
NaN
NaN
NaN
553db7261146fb1a0ca65d3e
5952ec3d9e45102b384fdf5c
87342
18926629
5952ec3d9e45102b384fdf5c
Do Magnetic Eyelashes WORK!? (Beauty Break)
The beauty world never ceases to amaze us. The...
false eyelashes,clevverstyle beauty break,magn...
Art And Entertainment
Pop Culture
NaN
2017-06-27T23:37:32.620Z
NaN
NaN
NaN
553db7261146fb1a0ca65d3e
5952ec3d9e45102b384fdf5c
87342
18926635
5952ec3d9e45102b384fdf5c
Do Magnetic Eyelashes WORK!? (Beauty Break)
The beauty world never ceases to amaze us. The...
false eyelashes,clevverstyle beauty break,magn...
Art And Entertainment
Pop Culture
NaN
2017-06-27T23:37:32.620Z
NaN
NaN
NaN
553db7261146fb1a0ca65d3e
5952ec3d9e45102b384fdf5c
87342
18926631
5952ec3d9e45102b384fdf5c
Do Magnetic Eyelashes WORK!? (Beauty Break)
The beauty world never ceases to amaze us. The...
false eyelashes,clevverstyle beauty break,magn...
Art And Entertainment
Pop Culture
NaN
2017-06-27T23:37:32.620Z
NaN
NaN
NaN
553db7261146fb1a0ca65d3e
5952ec3d9e45102b384fdf5c
87342
18926632
5952ec3d9e45102b384fdf5c
Do Magnetic Eyelashes WORK!? (Beauty Break)
The beauty world never ceases to amaze us. The...
false eyelashes,clevverstyle beauty break,magn...
Art And Entertainment
Pop Culture
NaN
2017-06-27T23:37:32.620Z
NaN
NaN
NaN
553db7261146fb1a0ca65d3e
5952ec3d9e45102b384fdf5c
87342
18926633
5952ec3d9e45102b384fdf5c
Do Magnetic Eyelashes WORK!? (Beauty Break)
The beauty world never ceases to amaze us. The...
false eyelashes,clevverstyle beauty break,magn...
Art And Entertainment
Pop Culture
NaN
2017-06-27T23:37:32.620Z
NaN
NaN
NaN
553db7261146fb1a0ca65d3e
5952ec3d9e45102b384fdf5c
87342
18926634
5952ec3d9e45102b384fdf5c
Do Magnetic Eyelashes WORK!? (Beauty Break)
The beauty world never ceases to amaze us. The...
false eyelashes,clevverstyle beauty break,magn...
Art And Entertainment
Pop Culture
NaN
2017-06-27T23:37:32.620Z
NaN
NaN
NaN
553db7261146fb1a0ca65d3e
5952ec3d9e45102b384fdf5c
87342
18926630
5952ec3d9e45102b384fdf5c
Do Magnetic Eyelashes WORK!? (Beauty Break)
The beauty world never ceases to amaze us. The...
false eyelashes,clevverstyle beauty break,magn...
Art And Entertainment
Pop Culture
NaN
2017-06-27T23:37:32.620Z
NaN
NaN
NaN
553db7261146fb1a0ca65d3e
5952ec3d9e45102b384fdf5c
87342
18926625
5952ec3d9e45102b384fdf5c
Do Magnetic Eyelashes WORK!? (Beauty Break)
The beauty world never ceases to amaze us. The...
false eyelashes,clevverstyle beauty break,magn...
Art And Entertainment
Pop Culture
NaN
2017-06-27T23:37:32.620Z
NaN
NaN
NaN
553db7261146fb1a0ca65d3e
5952ec3d9e45102b384fdf5c
87342
10176308
5952ee701de5a15950fc8b24
Waterspout Churns Over Lake Erie Near Buffalo
A waterspout churned near Buffalo, New York, o...
National Weather Service,Lake Erie,Buffalo-New...
News
National News
U.s. News
2017-06-27T23:46:56.015Z
NaN
NaN
NaN
55143b751146fb0d084da4b8
5952ee701de5a15950fc8b24
87345
11395486
5952f19883b51f45e8da99a0
Council committee supports growing medical mar...
The ordinance will go to the full council for ...
cincinnati news,wcpo cincinnati
News
Local News
NaN
2017-06-28T00:00:21.632Z
NaN
NaN
NaN
551438f309eab105804dbff6
5952f19883b51f45e8da99a0
87349
14222182
5952f27b8c08e0262cbaa773
Drake Showing Off NEW BOO At 2017 NBA Awards!?
Drakes red carpet arm candy is Warriors sideli...
justin bieber drake instagram,drak nba awards,...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-28T00:04:07.174Z
NaN
NaN
NaN
551438c71146fb0d084da438
5952f27b8c08e0262cbaa773
87351
14222183
5952f27b8c08e0262cbaa773
Drake Showing Off NEW BOO At 2017 NBA Awards!?
Drakes red carpet arm candy is Warriors sideli...
justin bieber drake instagram,drak nba awards,...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-28T00:04:07.174Z
NaN
NaN
NaN
551438c71146fb0d084da438
5952f27b8c08e0262cbaa773
87351
14222184
5952f27b8c08e0262cbaa773
Drake Showing Off NEW BOO At 2017 NBA Awards!?
Drakes red carpet arm candy is Warriors sideli...
justin bieber drake instagram,drak nba awards,...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-28T00:04:07.174Z
NaN
NaN
NaN
551438c71146fb0d084da438
5952f27b8c08e0262cbaa773
87351
14222185
5952f27b8c08e0262cbaa773
Drake Showing Off NEW BOO At 2017 NBA Awards!?
Drakes red carpet arm candy is Warriors sideli...
justin bieber drake instagram,drak nba awards,...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-28T00:04:07.174Z
NaN
NaN
NaN
551438c71146fb0d084da438
5952f27b8c08e0262cbaa773
87351
14222186
5952f27b8c08e0262cbaa773
Drake Showing Off NEW BOO At 2017 NBA Awards!?
Drakes red carpet arm candy is Warriors sideli...
justin bieber drake instagram,drak nba awards,...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-28T00:04:07.174Z
NaN
NaN
NaN
551438c71146fb0d084da438
5952f27b8c08e0262cbaa773
87351
23444433
5952f80585eb42620452a7f3
DeMario Jackson Fears Being Attached to Sexual...
The reality TV star gets candid about how the ...
ABC,Reality TV,Corinne Olympios,DeMario Jackso...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-28T00:27:46.512Z
E
Celebrity and Gossip
NaN
560cbdd91146fb26781add30
5952f80585eb42620452a7f3
87354
14405006
5952f914e0fa173fec64e8bb
Tillerson meets Qatari foreign minister amid b...
U.S. Secretary of State Rex Tillerson met with...
reuters,usov,Rex Tillerson,Qatar,Qatari Foreig...
News
National News
NaN
2017-06-28T00:32:15.382Z
NaN
NaN
NaN
551438b009eab105804dbfdb
5952f914e0fa173fec64e8bb
87355
14405007
5952f914e0fa173fec64e8bb
Tillerson meets Qatari foreign minister amid b...
U.S. Secretary of State Rex Tillerson met with...
reuters,usov,Rex Tillerson,Qatar,Qatari Foreig...
News
National News
NaN
2017-06-28T00:32:15.382Z
NaN
NaN
NaN
551438b009eab105804dbfdb
5952f914e0fa173fec64e8bb
87355
14405008
5952f914e0fa173fec64e8bb
Tillerson meets Qatari foreign minister amid b...
U.S. Secretary of State Rex Tillerson met with...
reuters,usov,Rex Tillerson,Qatar,Qatari Foreig...
News
National News
NaN
2017-06-28T00:32:15.382Z
NaN
NaN
NaN
551438b009eab105804dbfdb
5952f914e0fa173fec64e8bb
87355
14405010
5952f914e0fa173fec64e8bb
Tillerson meets Qatari foreign minister amid b...
U.S. Secretary of State Rex Tillerson met with...
reuters,usov,Rex Tillerson,Qatar,Qatari Foreig...
News
National News
NaN
2017-06-28T00:32:15.382Z
NaN
NaN
NaN
551438b009eab105804dbfdb
5952f914e0fa173fec64e8bb
87355
14405011
5952f914e0fa173fec64e8bb
Tillerson meets Qatari foreign minister amid b...
U.S. Secretary of State Rex Tillerson met with...
reuters,usov,Rex Tillerson,Qatar,Qatari Foreig...
News
National News
NaN
2017-06-28T00:32:15.382Z
NaN
NaN
NaN
551438b009eab105804dbfdb
5952f914e0fa173fec64e8bb
87355
14405009
5952f914e0fa173fec64e8bb
Tillerson meets Qatari foreign minister amid b...
U.S. Secretary of State Rex Tillerson met with...
reuters,usov,Rex Tillerson,Qatar,Qatari Foreig...
News
National News
NaN
2017-06-28T00:32:15.382Z
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NaN
NaN
551438b009eab105804dbfdb
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Secrets Behind the Best (and Scariest) Viral V...
From a devil baby prank to telekinetic fright,...
trending,ETonline,etonline,Celebrity,News,ente...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-28T00:44:11.554Z
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NaN
NaN
5514389d1146fb0d084da423
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Secrets Behind the Best (and Scariest) Viral V...
From a devil baby prank to telekinetic fright,...
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Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
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NaN
NaN
5514389d1146fb0d084da423
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Telephone Line Catches Tree on Fire
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Art And Entertainment
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NaN
2017-06-28T00:46:12.603Z
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NaN
NaN
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Telephone Line Catches Tree on Fire
This guy heard some weird noise going on outsi...
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Art And Entertainment
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NaN
2017-06-28T00:46:12.603Z
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NaN
NaN
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Telephone Line Catches Tree on Fire
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Art And Entertainment
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NaN
2017-06-28T00:46:12.603Z
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NaN
NaN
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Telephone Line Catches Tree on Fire
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Art And Entertainment
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NaN
2017-06-28T00:46:12.603Z
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NaN
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Telephone Line Catches Tree on Fire
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Art And Entertainment
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NaN
2017-06-28T00:46:12.603Z
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NaN
NaN
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Telephone Line Catches Tree on Fire
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Art And Entertainment
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2017-06-28T00:46:12.603Z
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NaN
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Telephone Line Catches Tree on Fire
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Art And Entertainment
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NaN
2017-06-28T00:46:12.603Z
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NaN
NaN
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Telephone Line Catches Tree on Fire
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Art And Entertainment
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NaN
2017-06-28T00:46:12.603Z
NaN
NaN
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Telephone Line Catches Tree on Fire
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Art And Entertainment
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NaN
2017-06-28T00:46:12.603Z
NaN
NaN
NaN
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Telephone Line Catches Tree on Fire
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Art And Entertainment
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NaN
2017-06-28T00:46:12.603Z
NaN
NaN
NaN
55143dc31146fb0d084da4d0
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Telephone Line Catches Tree on Fire
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Art And Entertainment
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NaN
2017-06-28T00:46:12.603Z
NaN
NaN
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Telephone Line Catches Tree on Fire
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Art And Entertainment
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NaN
2017-06-28T00:46:12.603Z
NaN
NaN
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Telephone Line Catches Tree on Fire
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Art And Entertainment
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NaN
2017-06-28T00:46:12.603Z
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NaN
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Telephone Line Catches Tree on Fire
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Art And Entertainment
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NaN
2017-06-28T00:46:12.603Z
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NaN
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Girl Pilots Plane With Father
This adorable little girl sat in the front sea...
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Art And Entertainment
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2017-06-28T00:46:12.466Z
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NaN
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'Bachelor in Paradise' Cast Reportedly Limited...
A new report claims the crew will be keeping c...
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Celebrity Fan And Gossip
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2017-06-28T00:54:45.031Z
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'Bachelor in Paradise' Cast Reportedly Limited...
A new report claims the crew will be keeping c...
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Tupac Shakur biopic premieres in London
ROUGH CUT (NO REPORTER NARRATION) The stars of...
reuters,movie,All Eyez On Me,film,Tupac Shakur
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Celebrity Fan And Gossip
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2017-06-28T00:55:52.627Z
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NaN
NaN
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Tupac Shakur biopic premieres in London
ROUGH CUT (NO REPORTER NARRATION) The stars of...
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Celebrity Fan And Gossip
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2017-06-28T00:55:52.627Z
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NaN
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Pregnant Serena Williams Poses Nearly Naked fo...
Inside the magazine, on newsstands July 11, th...
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2017-06-28T01:26:05.137Z
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Pregnant Serena Williams Poses Nearly Naked fo...
Inside the magazine, on newsstands July 11, th...
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2017-06-28T01:26:05.137Z
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Pregnant Serena Williams Poses Nearly Naked fo...
Inside the magazine, on newsstands July 11, th...
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2017-06-28T01:26:05.137Z
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Fast-Moving Wildfire Burns Highland, California
A brush fire in Highland, California, grew fro...
Wildfire,Highland-California
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National News
U.s. News
2017-06-28T01:38:06.056Z
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Grieving Father Bill Conner is Honoring His La...
Abigail, 20, was found “unconscious, face down...
Newsdesk,people magazine
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-28T01:38:41.696Z
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Olympic Runner Alysia Montaño Competes at 5 Mo...
Pregnancy can’t slow down Alysia Montaño
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Celebrity Fan And Gossip
Celebrity News
2017-06-28T01:38:41.800Z
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Olympic Runner Alysia Montaño Competes at 5 Mo...
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2017-06-28T01:38:41.800Z
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Olympic Runner Alysia Montaño Competes at 5 Mo...
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2017-06-28T01:38:41.800Z
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Olympic Runner Alysia Montaño Competes at 5 Mo...
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2017-06-28T01:38:41.800Z
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EXCLUSIVE: Hunter Hayes Teases 'New Chapter' o...
ET caught up with the "Rescue" singer at Nashv...
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2017-06-28T01:41:55.887Z
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EXCLUSIVE: Hunter Hayes Teases 'New Chapter' o...
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2017-06-28T01:41:55.887Z
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EXCLUSIVE: Hunter Hayes Teases 'New Chapter' o...
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2017-06-28T01:41:55.887Z
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Mysterious Extinct Mammal Finally Gets A Place...
Scientists, including Charles Darwin, have lon...
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2017-06-28T01:47:15.918Z
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Mysterious Extinct Mammal Finally Gets A Place...
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2017-06-28T01:47:15.918Z
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Serena Williams Fires Back At John McEnroe
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2017-06-28T02:00:13.847Z
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German WW2 pilot flies in Spitfire
German ace Hugo Broch took to the skies over K...
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2017-06-28T02:19:55.805Z
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U.S. warns Syria over potential chemical attack
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2017-06-28T02:32:36.027Z
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U.S. warns Syria over potential chemical attack
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2017-06-28T02:32:36.027Z
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U.S. warns Syria over potential chemical attack
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2017-06-28T02:32:36.027Z
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U.S. warns Syria over potential chemical attack
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2017-06-28T02:32:36.027Z
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551438b009eab105804dbfdb
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U.S. warns Syria over potential chemical attack
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2017-06-28T02:32:36.027Z
NaN
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U.S. warns Syria over potential chemical attack
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2017-06-28T02:32:36.027Z
NaN
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551438b009eab105804dbfdb
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U.S. warns Syria over potential chemical attack
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2017-06-28T02:32:36.027Z
NaN
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551438b009eab105804dbfdb
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U.S. warns Syria over potential chemical attack
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2017-06-28T02:32:36.027Z
NaN
NaN
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551438b009eab105804dbfdb
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U.S. warns Syria over potential chemical attack
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2017-06-28T02:32:36.027Z
NaN
NaN
NaN
551438b009eab105804dbfdb
59531551955a312928a525ec
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U.S. warns Syria over potential chemical attack
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2017-06-28T02:32:36.027Z
NaN
NaN
NaN
551438b009eab105804dbfdb
59531551955a312928a525ec
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U.S. warns Syria over potential chemical attack
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News
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2017-06-28T02:32:36.027Z
NaN
NaN
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551438b009eab105804dbfdb
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U.S. warns Syria over potential chemical attack
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2017-06-28T02:32:36.027Z
NaN
NaN
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551438b009eab105804dbfdb
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U.S. warns Syria over potential chemical attack
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2017-06-28T02:32:36.027Z
NaN
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U.S. warns Syria over potential chemical attack
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2017-06-28T02:32:36.027Z
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551438b009eab105804dbfdb
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U.S. warns Syria over potential chemical attack
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2017-06-28T02:32:36.027Z
NaN
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551438b009eab105804dbfdb
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Hillary Clinton Calls Trump’s Proposed Arts An...
Hillary Clinton has blasted President Trump’s ...
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2017-06-28T02:45:51.483Z
NaN
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Hillary Clinton Calls Trump’s Proposed Arts An...
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2017-06-28T02:45:51.483Z
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Hillary Clinton Calls Trump’s Proposed Arts An...
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2017-06-28T02:45:51.483Z
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Hillary Clinton Calls Trump’s Proposed Arts An...
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2017-06-28T02:45:51.483Z
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Hillary Clinton Calls Trump’s Proposed Arts An...
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2017-06-28T02:45:51.483Z
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Hillary Clinton Calls Trump’s Proposed Arts An...
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2017-06-28T02:45:51.483Z
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Hillary Clinton Calls Trump’s Proposed Arts An...
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2017-06-28T02:45:51.483Z
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Hillary Clinton Calls Trump’s Proposed Arts An...
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2017-06-28T02:45:51.483Z
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551438d009eab105804dbfe2
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Hillary Clinton Calls Trump’s Proposed Arts An...
Hillary Clinton has blasted President Trump’s ...
geobeats,hillary trump budget,hillary budget c...
News
National News
U.s. News
2017-06-28T02:45:51.483Z
NaN
NaN
NaN
551438d009eab105804dbfe2
5953185f83b51f45e8dae89f
87380
2082574
59531af085eb42620452e830
Air Tankers Drop Water on Growing Mart Fire in...
A brush fire known as the Mart Fire burned mor...
San Bernardino National Forest,Wildfire,Aerial...
News
National News
U.s. News
2017-06-28T02:56:46.513Z
NaN
NaN
NaN
55143b751146fb0d084da4b8
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59531af085eb42620452e830
Air Tankers Drop Water on Growing Mart Fire in...
A brush fire known as the Mart Fire burned mor...
San Bernardino National Forest,Wildfire,Aerial...
News
National News
U.s. News
2017-06-28T02:56:46.513Z
NaN
NaN
NaN
55143b751146fb0d084da4b8
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59531af085eb42620452e830
Air Tankers Drop Water on Growing Mart Fire in...
A brush fire known as the Mart Fire burned mor...
San Bernardino National Forest,Wildfire,Aerial...
News
National News
U.s. News
2017-06-28T02:56:46.513Z
NaN
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55143b751146fb0d084da4b8
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59531af085eb42620452e830
Air Tankers Drop Water on Growing Mart Fire in...
A brush fire known as the Mart Fire burned mor...
San Bernardino National Forest,Wildfire,Aerial...
News
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U.s. News
2017-06-28T02:56:46.513Z
NaN
NaN
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55143b751146fb0d084da4b8
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59531af085eb42620452e830
Air Tankers Drop Water on Growing Mart Fire in...
A brush fire known as the Mart Fire burned mor...
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2017-06-28T02:56:46.513Z
NaN
NaN
NaN
55143b751146fb0d084da4b8
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59531af085eb42620452e830
Air Tankers Drop Water on Growing Mart Fire in...
A brush fire known as the Mart Fire burned mor...
San Bernardino National Forest,Wildfire,Aerial...
News
National News
U.s. News
2017-06-28T02:56:46.513Z
NaN
NaN
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55143b751146fb0d084da4b8
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59531af085eb42620452e830
Air Tankers Drop Water on Growing Mart Fire in...
A brush fire known as the Mart Fire burned mor...
San Bernardino National Forest,Wildfire,Aerial...
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2017-06-28T02:56:46.513Z
NaN
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55143b751146fb0d084da4b8
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Air Tankers Drop Water on Growing Mart Fire in...
A brush fire known as the Mart Fire burned mor...
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2017-06-28T02:56:46.513Z
NaN
NaN
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55143b751146fb0d084da4b8
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59531af085eb42620452e830
Air Tankers Drop Water on Growing Mart Fire in...
A brush fire known as the Mart Fire burned mor...
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2017-06-28T02:56:46.513Z
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55143b751146fb0d084da4b8
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59531af085eb42620452e830
Air Tankers Drop Water on Growing Mart Fire in...
A brush fire known as the Mart Fire burned mor...
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2017-06-28T02:56:46.513Z
NaN
NaN
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55143b751146fb0d084da4b8
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59531af085eb42620452e830
Air Tankers Drop Water on Growing Mart Fire in...
A brush fire known as the Mart Fire burned mor...
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2017-06-28T02:56:46.513Z
NaN
NaN
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55143b751146fb0d084da4b8
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59531af085eb42620452e830
Air Tankers Drop Water on Growing Mart Fire in...
A brush fire known as the Mart Fire burned mor...
San Bernardino National Forest,Wildfire,Aerial...
News
National News
U.s. News
2017-06-28T02:56:46.513Z
NaN
NaN
NaN
55143b751146fb0d084da4b8
59531af085eb42620452e830
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59531af085eb42620452e830
Air Tankers Drop Water on Growing Mart Fire in...
A brush fire known as the Mart Fire burned mor...
San Bernardino National Forest,Wildfire,Aerial...
News
National News
U.s. News
2017-06-28T02:56:46.513Z
NaN
NaN
NaN
55143b751146fb0d084da4b8
59531af085eb42620452e830
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59531af085eb42620452e830
Air Tankers Drop Water on Growing Mart Fire in...
A brush fire known as the Mart Fire burned mor...
San Bernardino National Forest,Wildfire,Aerial...
News
National News
U.s. News
2017-06-28T02:56:46.513Z
NaN
NaN
NaN
55143b751146fb0d084da4b8
59531af085eb42620452e830
87384
21631564
59531e3f85eb42620452ef36
'Pretty Little Liars' Finale: A.D. is Spencer'...
A.D.'s identity was FINALLY revealed during th...
Freeform,Ad,spencer,ETonline,finale,et now,ET,...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-28T03:10:46.380Z
NaN
NaN
NaN
5514389d1146fb0d084da423
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87386
2811246
59532469b90afb54eb34cd76
Tulsa Garden Railroad Club has equipment trail...
More than $50,000 in equipment taken
trailer,Garden,local news,tulsa oklahoma,Railr...
News
Local News
NaN
2017-06-28T03:37:04.505Z
NaN
NaN
NaN
55143a6a09eab105804dc048
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11244255
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Weeknight Dinner Just Got Even Easier With Thi...
Watch as Myriam Quinn Doblas from Eat Good 4 L...
conde nast,conde nast entertainment,recipe,sti...
Food And Drink
Food
NaN
2017-06-28T04:05:20.771Z
NaN
NaN
NaN
5514512a1146fb0d084da59e
59532b0b83b51f45e8db0fc4
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11244256
59532b0b83b51f45e8db0fc4
Weeknight Dinner Just Got Even Easier With Thi...
Watch as Myriam Quinn Doblas from Eat Good 4 L...
conde nast,conde nast entertainment,recipe,sti...
Food And Drink
Food
NaN
2017-06-28T04:05:20.771Z
NaN
NaN
NaN
5514512a1146fb0d084da59e
59532b0b83b51f45e8db0fc4
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11244257
59532b0b83b51f45e8db0fc4
Weeknight Dinner Just Got Even Easier With Thi...
Watch as Myriam Quinn Doblas from Eat Good 4 L...
conde nast,conde nast entertainment,recipe,sti...
Food And Drink
Food
NaN
2017-06-28T04:05:20.771Z
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NaN
5514512a1146fb0d084da59e
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Master a Deliciously Creamy Cheesecake With Th...
Join Kamran Siddiqi from Sophisticated Gourmet...
conde nast,conde nast entertainment,cheesecake...
Food And Drink
Food
NaN
2017-06-28T04:05:20.995Z
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NaN
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5514512a1146fb0d084da59e
59532b0b9efa8949ee30d9d2
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59532b0b9efa8949ee30d9d2
Master a Deliciously Creamy Cheesecake With Th...
Join Kamran Siddiqi from Sophisticated Gourmet...
conde nast,conde nast entertainment,cheesecake...
Food And Drink
Food
NaN
2017-06-28T04:05:20.995Z
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NaN
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5514512a1146fb0d084da59e
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Master a Deliciously Creamy Cheesecake With Th...
Join Kamran Siddiqi from Sophisticated Gourmet...
conde nast,conde nast entertainment,cheesecake...
Food And Drink
Food
NaN
2017-06-28T04:05:20.995Z
NaN
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5514512a1146fb0d084da59e
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Master a Deliciously Creamy Cheesecake With Th...
Join Kamran Siddiqi from Sophisticated Gourmet...
conde nast,conde nast entertainment,cheesecake...
Food And Drink
Food
NaN
2017-06-28T04:05:20.995Z
NaN
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Master a Deliciously Creamy Cheesecake With Th...
Join Kamran Siddiqi from Sophisticated Gourmet...
conde nast,conde nast entertainment,cheesecake...
Food And Drink
Food
NaN
2017-06-28T04:05:20.995Z
NaN
NaN
NaN
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Master a Deliciously Creamy Cheesecake With Th...
Join Kamran Siddiqi from Sophisticated Gourmet...
conde nast,conde nast entertainment,cheesecake...
Food And Drink
Food
NaN
2017-06-28T04:05:20.995Z
NaN
NaN
NaN
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Republicans delay healthcare vote
US President Donald Trump summoned all 52 Repu...
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News
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2017-06-28T04:53:08.836Z
NaN
NaN
NaN
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Republicans delay healthcare vote
US President Donald Trump summoned all 52 Repu...
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News
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NaN
2017-06-28T04:53:08.836Z
NaN
NaN
NaN
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Papua New Guinea election sees more women runn...
Papua New Guinea is three days into its nation...
youtube,andrew thomas,Women Running,package,al...
News
International News
NaN
2017-06-28T05:43:18.530Z
NaN
NaN
NaN
5514393d09eab105804dc012
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'America's Got Talent': Contortionists Digital...
The contestants on Tuesday's episode were perh...
etnow,taxi driver,tv,ETonline,mystifying,digit...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-28T06:14:30.819Z
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NaN
NaN
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'America's Got Talent': Contortionists Digital...
The contestants on Tuesday's episode were perh...
etnow,taxi driver,tv,ETonline,mystifying,digit...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-28T06:14:30.819Z
NaN
NaN
NaN
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'America's Got Talent': Contortionists Digital...
The contestants on Tuesday's episode were perh...
etnow,taxi driver,tv,ETonline,mystifying,digit...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-06-28T06:14:30.819Z
NaN
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A beautiful timelapse video has emerged of und...
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25746437 rows × 14 columns
In [41]:
df = pd.read_csv('/Users/baumatz/Documents/python/recsys/data/raw/2017.06.csv', usecols=['ip','vid'])
df.head()
Out[41]:
ip
vid
0
1.0.101.133
59492f13b90afb574eb7c302
1
1.0.101.133
5931da6185eb427b86986d34
2
1.0.101.133
59492f13b90afb574eb7c302
3
1.0.101.133
59492f13b90afb574eb7c302
4
1.0.102.81
59358d9bf3bdc946b9a3207f
In [47]:
s.head()
Out[47]:
ip
1.0.101.133 4
1.0.102.81 1
1.0.112.226 1
1.0.114.33 2
1.0.121.85 1
dtype: int64
In [43]:
s = df.groupby('ip', sort=False).size()
In [46]:
# t = t[['ip', 'vid']]
# s = t.groupby('vid', sort=False).size()
ids = s[s >= 5000].index
print('dropped %d users from %d to %d' % (len(s) - len(ids), len(s), len(ids)))
df = df[df['vid'].isin(ids)]
---------------------------------------------------------------------------
KeyboardInterrupt Traceback (most recent call last)
<ipython-input-46-4e6aaffaa8f3> in <module>()
1 # t = t[['ip', 'vid']]
2 # s = t.groupby('ip', sort=False).size()
----> 3 ids = s[(s >= 50) & (s <= 100)].index
4 print('dropped %d users from %d to %d' % (len(s) - len(ids), len(s), len(ids)))
5
/Users/baumatz/anaconda2/envs/py36/lib/python3.6/site-packages/pandas/core/series.py in __getitem__(self, key)
599 key = com._apply_if_callable(key, self)
600 try:
--> 601 result = self.index.get_value(self, key)
602
603 if not is_scalar(result):
/Users/baumatz/anaconda2/envs/py36/lib/python3.6/site-packages/pandas/core/indexes/base.py in get_value(self, series, key)
2426 try:
2427 return self._engine.get_value(s, k,
-> 2428 tz=getattr(series.dtype, 'tz', None))
2429 except KeyError as e1:
2430 if len(self) > 0 and self.inferred_type in ['integer', 'boolean']:
pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_value (pandas/_libs/index.c:4363)()
pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_value (pandas/_libs/index.c:4046)()
pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc (pandas/_libs/index.c:4778)()
/Users/baumatz/anaconda2/envs/py36/lib/python3.6/site-packages/numpy/core/numeric.py in array_str(a, max_line_width, precision, suppress_small)
1937
1938 """
-> 1939 return array2string(a, max_line_width, precision, suppress_small, ' ', "", str)
1940
1941
/Users/baumatz/anaconda2/envs/py36/lib/python3.6/site-packages/numpy/core/arrayprint.py in wrapper(self, *args, **kwargs)
386 repr_running.add(key)
387 try:
--> 388 return f(self, *args, **kwargs)
389 finally:
390 repr_running.discard(key)
/Users/baumatz/anaconda2/envs/py36/lib/python3.6/site-packages/numpy/core/arrayprint.py in array2string(a, max_line_width, precision, suppress_small, separator, prefix, style, formatter)
521 else:
522 lst = _array2string(a, max_line_width, precision, suppress_small,
--> 523 separator, prefix, formatter=formatter)
524 return lst
525
/Users/baumatz/anaconda2/envs/py36/lib/python3.6/site-packages/numpy/core/arrayprint.py in _array2string(a, max_line_width, precision, suppress_small, separator, prefix, formatter)
362 lst = _formatArray(a, format_function, a.ndim, max_line_width,
363 next_line_prefix, separator,
--> 364 _summaryEdgeItems, summary_insert)[:-1]
365 return lst
366
/Users/baumatz/anaconda2/envs/py36/lib/python3.6/site-packages/numpy/core/arrayprint.py in _formatArray(a, format_function, rank, max_line_len, next_line_prefix, separator, edge_items, summary_insert)
566 for i in range(trailing_items, 1, -1):
567 word = format_function(a[-i]) + separator
--> 568 s, line = _extendLine(s, line, word, max_line_len, next_line_prefix)
569
570 word = format_function(a[-1])
/Users/baumatz/anaconda2/envs/py36/lib/python3.6/site-packages/numpy/core/arrayprint.py in _extendLine(s, line, word, max_line_len, next_line_prefix)
527 def _extendLine(s, line, word, max_line_len, next_line_prefix):
528 if len(line.rstrip()) + len(word.rstrip()) >= max_line_len:
--> 529 s += line.rstrip() + "\n"
530 line = next_line_prefix
531 line += word
KeyboardInterrupt:
In [39]:
df = pd.read_csv('/Users/baumatz/Documents/python/recsys/data/raw/data.csv')
np.set_printoptions(threshold=np.nan)
df.vid.unique()
Out[39]:
array(['58c216dbcebcea1722f4d5b6', '592ecf2ac214e323a7379e28',
'592dbcb685eb427b8688fb40', '592f2fea9e45105fa1963b71',
'592ef326c214e323a737f493', '591dbaa292fdde0991acc935',
'592ec60af3bdc946b98a97f5', '592f349185eb427b868cdf83',
'592f50e39e45105fa196def8', '5931da6185eb427b86986d34',
'5937ff0ee0fa177b0c44aa05', '5942fce7e0fa1757eb249141',
'58d2da3e25fd030232fc812c', '593cbe53c214e323a75aa3f8',
'5941fcd29efa893dabc70940', '5942c4c8c214e36621ea739e',
'5943a350f3bdc90c33fdcef1', '591b336cc214e318b7ccd1ed',
'5942de55f3bdc90c33fcef22', '585fa0a77ca5763a54b65e6c',
'5936000ff3bdc946b9a3e8c0', '5935da22f3bdc946b9a3b018',
'5935bad79e45105fa1af8985', '5935d21c1de5a176690df0ea',
'5935791783b51f1445383fb2', '58a3e7b085eb421409f41ddb',
'55438911e4b08df3b6b9c9d6', '5931ba1e85eb427b86980ca3',
'57877e34a623785f52b868af', '58a33c07f78ced1f9a223b49',
'592f870e85eb427b868e93a0', '5938586a9efa890b92645bc4',
'592365e7b90afb49f95b3ecc', '57d325a044c8a31be53ebe5a',
'57840332134aa1165453de99', '5774186144c8a3614a76ec61',
'594d26fbc214e32136977323', '582bcb9644c8a359e5afa4ee',
'5775343d1c68994d332131ab', '5930598d83b51f14452657e1',
'57e855e944c8a31e7c70fe72', '57db4acd76a60561f9e28130',
'57c96b19c4d21f7ff9ddcbd8', '587485ed1c689938f9498a82',
'571fe109e4b0f461c506c828', '592f1806c214e323a7384860',
'59308bd8b90afb2783d04757', '591b3890f3bdc94d6a73fb55',
'58acbdf7c214e32589e89b20', '580a66e91c68996ce3b535fa',
'5939bfc292fdde3f18dda60c', '57a0d95ac4d21f6c64b50f00',
'594826de1de5a13d247f6629', '594aaf259e45103a628bf125',
'58c1d085ba82aa03f6a98227', '592d83e7b90afb2783c31dbf',
'57acb1451c68992b290a3c06', '59004c959efa8944f7d6a7c4',
'58f67388f3bdc904028b2905', '588b61f21c68993adb46bed3',
'592dc260955a316f1c2c5212', '5909d62d1de5a10537ba76e9',
'5930044b8c08e04d1dc4bc6c', '5936da2f9e45105fa1b13131',
'59497c78e0fa174cdb9e9e08', '59318afdf3bdc946b996074a',
'57474f3be4b0471199aaeb17', '5920ca5483b51f5a3b8d77d0',
'5938178385eb427b86a7fe9c', '57dc5c22c4d21f49a43feb33',
'593de7fef3bdc946b9ae11f3', '593eec7292fdde3f18e54c40',
'593d969df3bdc946b9add1b6', '583369ed44c8a351e19e8215',
'593eff4592fdde3f18e5d2e7', '58f7369ee0fa170e38359b38',
'594165c79efa893dabc4655d', '5945bf2d8c08e02c26499310',
'590171a0955a31380f55168e', '5937ef3d9e45105fa1b312ad',
'5923bb8b85eb426399e5d113', '5944335e92fdde0e294c7bb3',
'59470df0e0fa1757eb285099', '5949bc7592fdde014995c50e',
'59488eb3b90afb22fe51735c', '586e9d92c7480e3cef8d99df',
'594970e992fdde0149955afd', '5930839c8c08e04d1dc79fc0',
'592f58eec214e323a7394913', '59303d2f9e45105fa19c5d3b',
'59307501e0fa177b0c2f5539', '5937900392fdde3f18d9ffcd',
'58dfde898c08e036377660cd', '5936f5e5f3bdc946b9a53e1e',
'5939597e92fdde3f18dcc229', '5938b97692fdde3f18dbf4fe',
'593b47188c08e04d1de0e698', '59388802955a316f1c4e0afa',
'593c3aa21de5a1766917b6d4', '593a6317f3bdc946b9aab490',
'59359db283b51f144538e0f2', '59499087b90afb574eb8497e',
'5938493d955a316f1c4d8adf', '58c9aef9bbbb0a502137b786',
'594c03d58c08e02ab347d5a4', '594a904af3bdc97f88848b6e',
'59505dbdf3bdc97f888a36a8', '5952d593b90afb54eb33d04a',
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In [20]:
reader = pd.read_csv('/Users/baumatz/Downloads/000000_0 (1)', iterator=True, chunksize=10000)
df =
---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
<ipython-input-20-3558a565e1fe> in <module>()
1 df = pd.read_csv('/Users/baumatz/Downloads/000000_0 (1)', iterator=True, chunksize=10000)
----> 2 df.head()
AttributeError: 'TextFileReader' object has no attribute 'head'
In [18]:
features = pd.read_csv('/Users/baumatz/Documents/workspace/playground/features.csv', index_col='id')
features.head()
Out[18]:
video_title
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id
5936b6a48c08e04d1dd96a33
This Sculpture of Melania Trump Is Quite a Sight
A sculptor has designed a new piece that's sup...
president trump statue,robert pattinson,melani...
News
Weird News
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593813de8c08e04d1ddbb793
Trump Pitched Solar-Power Border Wall That Wou...
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Kelly & Ryan Try the "Squat Your Dog Challenge"
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59370525955a316f1c4b5d35
Selena Gomez Sizzles in Satin for Date Night
The "Bad Liar" singer dresses in a lacy number...
The Weeknd,Couples,Wochit,Top Stories,Selena G...
Art And Entertainment
Celebrity Fan And Gossip
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5 rows × 1505 columns
In [14]:
features.shape
Out[14]:
(30, 1505)
In [10]:
import spacy
nlp = spacy.load('en')
In [11]:
doc = nlp.tokenizer(features.iloc[0,0])
nlp.tagger(doc)
In [3]:
df = pd.read_csv('../data/processed/videos-metadata.csv')
df.info()
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 1140 entries, 0 to 1139
Data columns (total 12 columns):
id 1140 non-null object
video_title 1140 non-null object
description 1110 non-null object
keywords 1080 non-null object
iab_category_one 1107 non-null object
iab_category_two 881 non-null object
iab_category_three 370 non-null object
creation_date 1140 non-null object
provider_name 162 non-null object
genre 161 non-null object
category_id 18 non-null float64
company_id 1140 non-null object
dtypes: float64(1), object(11)
memory usage: 107.0+ KB
In [4]:
df = df.dropna(thresh=880,axis=1)
In [ ]:
import spacy
nlp = spacy.load('en')
In [58]:
def add_vector
t.loc[:, 'description_'] = t.description.str.count(' ')
t.loc[:, 'description_length'] = t.description.str.count(' ')
t.head()
# s = t.description.str.count('.')
# s.sort_values(inplace=True)
# print(s.head(), s.tail())
Out[58]:
id
video_title
description
keywords
iab_category_one
iab_category_two
creation_date
company_id
description_length
0
586ec454c7480e3cef8d9a08
Health Benefits of Tea
The health benefits of tea are endless. In thi...
NaN
Food And Drink
Healthy Eating
2017-01-05 22:09:16.446000
5859598e40752f56166930b2
136
1
58d8e5f29e45103927eb48fb
Celebrity Birthday: Quentin Tarantino
On the 27th of March, Quentin Tarantino celebr...
birthday,high school,wait,world cinema,Inglour...
Art And Entertainment
Celebrity Fan And Gossip
2017-03-27 10:14:04.242000
55143e3f09eab105804dc0a0
64
2
59056427e0fa173035084fc9
You Can Play With Pugs At This Cafe In Japan
The 'Living Room' Cafe lets you enjoy a cup of...
Pug Cafe,Pug Cafe in Japan,Pug Cafe in Kyoto,J...
Travel
Tourist Destinations
2017-04-30 04:12:23.757000
595d46dc546f0d4c93caea66
74
3
5912f6859e451070c90e8180
New South Korea president vows to address Nort...
South Korea's new liberal President Moon Jae-i...
North Korean,Moon Jae-in,South Korea,reuters,e...
News
International News
2017-05-10 11:16:05.366000
551438b009eab105804dbfdb
179
4
5914a4f9c214e33158e87e6d
Angry Alligator Chases a Kayaker in Mobile Bay...
A kayaker was chased by an alligator in Mobile...
Americas,Alligator,Kayak,United States,Animal,...
News
National News
2017-05-11 17:52:56.632000
55143b751146fb0d084da4b8
694
In [47]:
adv = pd.read_csv('../data/raw/additional_video_data.csv')
adv.head()
Out[47]:
id
category
lifecycle
localized
0
593eff4592fdde3f18e5d2e7
[u'Travel', u'Vacation']
[u'evergreen']
[False]
1
593b10348c08e04d1de09df2
[u'news', u'world news', u'ATOMIC', u'NORC', u...
[u'fastbreaking']
[False]
2
5949bc7592fdde014995c50e
[u'Entertainment', u'virals']
[u'fastbreaking']
[False]
3
58f7369ee0fa170e38359b38
[u'entertainment', u'pop culture']
[u'fastbreaking']
[False]
4
5945bf2d8c08e02c26499310
[u'news', u'us news']
[u'fastbreaking']
[False]
In [43]:
import ast
for element in adv.category.values.tolist():
print ast.literal_eval(element)
# b = np.array(["[u'Travel', u'Vacation']"])
# np.apply_along_axis(ast.literal_eval, 0, b)
[u'Travel', u'Vacation']
[u'news', u'world news', u'ATOMIC', u'NORC', u'PIA', u'video', u'POL', u'US']
[u'Entertainment', u'virals']
[u'entertainment', u'pop culture']
[u'news', u'us news']
[u'entertainment', u'celebrity news', u'Entertainment/Celebrity News']
[u'News/US News']
[u'news', u'us news']
[u'Politics']
[u'Law & Crime', u'News', u'World']
[u'News/US News']
[u'News', u'Politics', u'World']
[u'news', u'us news']
[u'news', u'world news', u'News/World News']
[u'news', u'world news', u'ATOMIC', u'UK', u'EUROP', u'video', u'GB', u'CWP']
[u'news', u'world news']
[u'news', u'News', u'us news', u'Trump']
[u'News/Middle East News']
[u'news', u'us news']
[u'News/US News']
[u'news', u'world news', u'ATOMIC', u'WASH', u'PIA', u'video', u'POL', u'US']
[u'news', u'world news', u'News']
[u'News/US News']
[u'news', u'world news', u'Crime', u'News', u'Politics']
[u'News/US News']
---------------------------------------------------------------------------
ValueError Traceback (most recent call last)
<ipython-input-43-33946398f798> in <module>()
2
3 for element in adv.category.values.tolist():
----> 4 print ast.literal_eval(element)
5 # b = np.array(["[u'Travel', u'Vacation']"])
6 # np.apply_along_axis(ast.literal_eval, 0, b)
/Users/baumatz/anaconda2/lib/python2.7/ast.pyc in literal_eval(node_or_string)
78 return left - right
79 raise ValueError('malformed string')
---> 80 return _convert(node_or_string)
81
82
/Users/baumatz/anaconda2/lib/python2.7/ast.pyc in _convert(node)
77 else:
78 return left - right
---> 79 raise ValueError('malformed string')
80 return _convert(node_or_string)
81
ValueError: malformed string
In [36]:
import ast
# ast.literal_eval("[u'news', u'world news', u'ATOMIC', u'NORC', u'PIA', u'video', u'POL', u'US']")
adv.category.apply(lambda x: ast.literal_eval(x))
---------------------------------------------------------------------------
TypeError Traceback (most recent call last)
<ipython-input-36-975d09f60536> in <module>()
1 import ast
2 # ast.literal_eval("[u'news', u'world news', u'ATOMIC', u'NORC', u'PIA', u'video', u'POL', u'US']")
----> 3 adv.category.apply(lambda x: ast.literal_eval(x),axis=1)
/Users/baumatz/anaconda2/lib/python2.7/site-packages/pandas/core/series.pyc in apply(self, func, convert_dtype, args, **kwds)
2353 else:
2354 values = self.asobject
-> 2355 mapped = lib.map_infer(values, f, convert=convert_dtype)
2356
2357 if len(mapped) and isinstance(mapped[0], Series):
pandas/_libs/src/inference.pyx in pandas._libs.lib.map_infer (pandas/_libs/lib.c:66645)()
/Users/baumatz/anaconda2/lib/python2.7/site-packages/pandas/core/series.pyc in <lambda>(x)
2340 # handle ufuncs and lambdas
2341 if kwds or args and not isinstance(func, np.ufunc):
-> 2342 f = lambda x: func(x, *args, **kwds)
2343 else:
2344 f = func
TypeError: <lambda>() got an unexpected keyword argument 'axis'
In [30]:
adv.groupby('id').apply(lambda x: x['category'].str.split(','))
Out[30]:
id
5514650ce4b078e86b581012 447 [[u'Celebrity News', u'Entertainment']]
551cf577e4b0446aa83d3a34 159 [[u'US News', u'News']]
551cf85ce4b0446aa83e284a 298 [[u'US News', u'News']]
5521e839e4b025fd8780c440 438 [[u'Pop Culture', u'Entertainment']]
5533de21e4b0280be0f85ef2 281 [[u'Celebrity News', u'Entertainment']]
55426957e4b0f6194193510f 485 [[u'Health News', u'News']]
55438911e4b08df3b6b9c9d6 475 [[u'Pop Culture', u'Entertainment']]
559974c7e4b064900c907b43 445 [[u'Health News', u'News']]
55999f09e4b0114fda31de88 391 [[u'Virals', u'Entertainment']]
55cba4cae4b04c8187cec56f 368 [[u'Diet & Nutrition', u'Health']]
56b53036e4b0180de1d39ac6 157 [[u'Diet & Nutrition', u'Health']]
56bcca0ae4b0aa4af020ef66 347 [[u'Bridal', u'Fashion']]
56c64cf7e4b015286193ce5f 156 [[u'Others', u'Business News', u'Travel', u...
56f9a9fee4b0bae7651c1956 440 [[u'virals', u'entertainment', u'Facts']]
56fa78c4e4b018d23f815faa 461 [[u'Beauty', u'fashion/designers & trends']]
570e5fc1e4b0c405103a078c 124 [[u'Parenting', u'news', u'Weird', u'Health...
573d9590e4b06b743e247dae 437 [[u'Beauty', u'fashion']]
57505e93e4b00dc564c4a8cb 337 NaN
575963e2e4b06384a3a7ba70 433 [[u'News', u'Business News', u'Series/The Bo...
5775343d1c68994d332131ab 407 [[u'news', u'health news']]
577ecd311c689974edc74db4 224 [[u'News', u'Society', u'World']]
5786a0c21c6899497d7ff37b 253 [[u'interior design', u'home']]
578e96e944c8a378ae78a28c 471 NaN
57ac9b78a62378420b60e6cf 405 [[u'News/US News']]
57b4c417c4d21f4a62901926 51 [[u'pets', u'pet virals']]
57c0bd0ec7480e6b4733f2a5 118 NaN
57d0352ca623787e670cdc15 444 [[u'Food']]
57dd447ac4d21f49a440f17b 389 [[u'Entertainment', u'Series/Today', u'TV Re...
57e510af1c6899191c9aa955 495 [[u'News', u'Series/NBC News', u'US News']]
57e6ce99c4d21f5a89754b4a 338 [[u'Knowledge/Science']]
...
594fea1783b51f58242576cd 373 [[u'News', u'Politics', u'World']]
595000ef9e45103a629a89e7 449 [[u'News', u'Series/NBC News', u'US News']]
5950435985eb425023307437 143 [[u'news', u'us news']]
5950556df3bdc97f888a30ec 460 [[u'News/US News']]
59505dbdf3bdc97f888a36a8 106 [[u'golf', u'Sports/Golf', u'sports']]
5950b2f7e0fa174cdbaf32d0 77 [[u'news', u'world news', u'ATOMIC', u'DRWN...
5950b7a785eb42502330c37b 336 [[u'Clevver News', u'entertainment', u'celeb...
59510a81e0fa174cdbaf808d 291 [[u'news', u'News', u'us news', u'Politics']]
59510e49e0fa174cdbaf85d2 75 [[u'Entertainment/Virals']]
59510f9a9efa895ca0e1dbe8 377 [[u'news', u'Travel', u'News', u'us news']]
5951100ab90afb574ec90a7f 70 [[u'entertainment', u'celebrity news', u'Ent...
59512caf9efa8949ee2ba0c8 140 [[u'CLJ', u'news', u'world news', u'ATOMIC'...
5951424d8c08e0262cb65808 71 [[u'news', u'us news']]
59516c0483b51f45e8d63cc6 448 [[u'News', u'World']]
595175e91de5a15950f8333c 279 [[u'news', u'News', u'us news', u'Trump']]
59517727e0fa173fec6082c2 387 [[u'news', u'News', u'us news', u'Politics'...
59517d60b90afb54eb302e9f 341 [[u'News/US News']]
5951979585eb4262044edfee 105 [[u'news', u'News/US News', u'us news']]
5951cf65955a312928a10eae 199 [[u'news', u'us news']]
5951dc309efa8949ee2c997a 201 [[u'sports', u'news and highlights', u'Sport...
59520e9bb90afb54eb30c35f 483 [[u'news', u'world news', u'News/World News']]
595225e0955a312928a14b1e 158 [[u'Series/Squawk Box Europe', u'News', u'Bu...
595245e083b51f45e8d71df2 285 [[u'Series/Morning Joe', u'News', u'US News']]
5952478583b51f45e8d72070 117 [[u'News/US News']]
595256cce0fa173fec61740b 116 [[u'news', u'News', u'us news', u'Politics'...
595286b11de5a15950f99c3b 119 [[u'news', u'world news', u'News', u'Politi...
5952a4fe955a312928a28321 151 [[u'news', u'world news', u'Politics']]
5952bdcdb90afb54eb325b16 427 [[u'News/US News']]
5952cdb9e0fa173fec63df85 72 [[u'News/US News']]
5952d29792fdde702e369bae 114 [[u'News/US News']]
Name: category, Length: 500, dtype: object
In [29]:
def count_token(df, col, token):
new_col = col + '_length'
print (col, new_col)
df.loc[:, new_col] = df[col].str.count(token)
In [30]:
count_token(df, 'description', ' ')
count_token(df, 'video_title', ' ')
count_token(df, 'keywords', ',')
df.head()
('description', 'description_length')
('video_title', 'video_title_length')
('keywords', 'keywords_length')
Out[30]:
id
video_title
description
keywords
iab_category_one
iab_category_two
iab_category_three
creation_date
provider_name
genre
category_id
company_id
description_length
video_title_length
keywords_length
0
586ec454c7480e3cef8d9a08
Health Benefits of Tea
The health benefits of tea are endless. In thi...
NaN
Food And Drink
Healthy Eating
NaN
2017-01-05 22:09:16.446000
NaN
NaN
NaN
5859598e40752f56166930b2
22.0
3
NaN
1
58d8e5f29e45103927eb48fb
Celebrity Birthday: Quentin Tarantino
On the 27th of March, Quentin Tarantino celebr...
birthday,high school,wait,world cinema,Inglour...
Art And Entertainment
Celebrity Fan And Gossip
Celebrity News
2017-03-27 10:14:04.242000
NaN
NaN
NaN
55143e3f09eab105804dc0a0
9.0
3
32.0
2
59056427e0fa173035084fc9
You Can Play With Pugs At This Cafe In Japan
The 'Living Room' Cafe lets you enjoy a cup of...
Pug Cafe,Pug Cafe in Japan,Pug Cafe in Kyoto,J...
Travel
Tourist Destinations
Japan
2017-04-30 04:12:23.757000
NaN
NaN
NaN
595d46dc546f0d4c93caea66
14.0
9
9.0
3
5912f6859e451070c90e8180
New South Korea president vows to address Nort...
South Korea's new liberal President Moon Jae-i...
North Korean,Moon Jae-in,South Korea,reuters,e...
News
International News
NaN
2017-05-10 11:16:05.366000
NaN
NaN
NaN
551438b009eab105804dbfdb
25.0
8
10.0
4
5914a4f9c214e33158e87e6d
Angry Alligator Chases a Kayaker in Mobile Bay...
A kayaker was chased by an alligator in Mobile...
Americas,Alligator,Kayak,United States,Animal,...
News
National News
U.s. News
2017-05-11 17:52:56.632000
NaN
NaN
NaN
55143b751146fb0d084da4b8
109.0
8
7.0
In [31]:
df.describe()
Out[31]:
category_id
description_length
video_title_length
keywords_length
count
18.000000
1110.000000
1140.000000
1080.000000
mean
297.944444
31.462162
8.035965
8.687037
std
82.878701
35.074491
3.240103
6.231123
min
41.000000
1.000000
1.000000
0.000000
25%
304.000000
16.000000
6.000000
4.000000
50%
324.000000
23.000000
8.000000
8.000000
75%
347.000000
35.000000
10.000000
12.000000
max
349.000000
775.000000
20.000000
38.000000
In [22]:
df = df[(df['video_title_length'] > 11) & (df['description_length'] < 100)]
In [17]:
train = pd.read_csv('/Users/baumatz/Downloads/ml-100k/ua.base', sep='\t', header=None, names=['user_id', 'item_id', 'rating' , 'timestamp'])
train['is_train'] = True
train.head()
Out[17]:
user_id
item_id
rating
timestamp
is_train
0
1
1
5
874965758
True
1
1
2
3
876893171
True
2
1
3
4
878542960
True
3
1
4
3
876893119
True
4
1
5
3
889751712
True
In [18]:
test = pd.read_csv('/Users/baumatz/Downloads/ml-100k/ua.test', sep='\t', header=None, names=['user_id', 'item_id', 'rating' , 'timestamp'])
test['is_train'] = False
test.head()
Out[18]:
user_id
item_id
rating
timestamp
is_train
0
1
20
4
887431883
False
1
1
33
4
878542699
False
2
1
61
4
878542420
False
3
1
117
3
874965739
False
4
1
155
2
878542201
False
In [19]:
df = pd.concat([train, test])
df.head()
Out[19]:
user_id
item_id
rating
timestamp
is_train
0
1
1
5
874965758
True
1
1
2
3
876893171
True
2
1
3
4
878542960
True
3
1
4
3
876893119
True
4
1
5
3
889751712
True
In [20]:
df.to_csv('/Users/baumatz/Documents/python/recsys/data/processed/movielens.csv')
loading a 10 mil subset from 2017-06
In [21]:
reader = pd.read_table('/Users/baumatz/Downloads/2017-06.gz',compression='gzip',sep='\x01', names=['ip', 'session', 'vid', 'seq', 'datetime'],
header=None, iterator=True, chunksize=1000000)
df = reader.get_chunk()
df.head()
Out[21]:
ip
session
vid
seq
datetime
0
1.0.121.85
ef323dc3-9f4b-4359-bb31-7451769fd7c1
592f05a48c08e04d1dbff1ef
1
2017-06-09T21:39:33Z
1
1.0.128.115
73d50d91-8e3d-451a-b552-a6b319a2ad3d
5936cdf59efa890b9261a632
1
2017-06-08T01:08:50Z
2
1.0.128.143
b38cd8e4-b1f8-4dde-9207-2a4526725243
593c428db90afb2783ec0980
1
2017-06-11T13:13:41Z
3
1.0.128.143
8cae8acd-90af-4bc8-af07-b62b39790d64
568ac4f4e4b098b41155649b
1
2017-06-11T13:22:04Z
4
1.0.128.143
d04af15a-e7f0-4348-a2c2-07e77ff3fc80
574387d1e4b0afe9386d3dc5
1
2017-06-11T13:22:04Z
add views per session
In [43]:
df['views_per_session'] = df.session.value_counts()
# t = df.groupby(['ip', 'session']).apply(lambda x:len(x))1
# t.head()
# df['views_per_session'] = df.groupby(['ip', 'session'], as_index=False).apply(lambda x:len(x))
# df.head(2)
Out[43]:
count 965944.000000
mean 1.035257
std 0.297833
min 1.000000
0% 1.000000
1% 1.000000
2% 1.000000
3% 1.000000
4% 1.000000
5% 1.000000
6% 1.000000
7.0% 1.000000
8% 1.000000
9% 1.000000
10% 1.000000
11% 1.000000
12% 1.000000
13% 1.000000
14.0% 1.000000
15% 1.000000
16% 1.000000
17% 1.000000
18% 1.000000
19% 1.000000
20% 1.000000
21% 1.000000
22% 1.000000
23% 1.000000
24% 1.000000
25% 1.000000
...
71% 1.000000
72% 1.000000
73% 1.000000
74% 1.000000
75% 1.000000
76% 1.000000
77% 1.000000
78% 1.000000
79% 1.000000
80% 1.000000
81% 1.000000
82% 1.000000
83% 1.000000
84% 1.000000
85% 1.000000
86% 1.000000
87% 1.000000
88% 1.000000
89% 1.000000
90% 1.000000
91% 1.000000
92% 1.000000
93% 1.000000
94% 1.000000
95% 1.000000
96% 1.000000
97% 1.000000
98% 2.000000
99% 2.000000
max 50.000000
Name: session, Length: 105, dtype: float64
In [29]:
t.sort_values(ascending=False).head()
Out[29]:
ip session
104.230.243.13 f8b2c8d9-35d0-447f-bf8d-446e12706a6e 50
100.36.152.187 90c56f6c-e3fe-4d04-aa83-c115f1011902 37
104.34.174.90 8afca131-0dd5-4184-a392-063f23333ed7 37
104.156.0.133 e90967cf-7ac8-40b5-a3e5-6c8f037ec6ec 27
100.14.76.146 91628809-cf66-4d0f-90a5-513edc54bc90 27
dtype: int64
In [35]:
# t = df.set_index(['ip', 'session'])
t.loc['104.230.243.13', 'f8b2c8d9-35d0-447f-bf8d-446e12706a6e']
/Users/baumatz/anaconda2/lib/python2.7/site-packages/ipykernel/__main__.py:3: PerformanceWarning: indexing past lexsort depth may impact performance.
app.launch_new_instance()
Out[35]:
vid
seq
datetime
ip
session
104.230.243.13
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
57d0352ca623787e670cdc15
1
2017-06-03T12:01:42Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
5909f55e85eb425f8ead44ba
2
2017-06-03T12:02:22Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
592559f71de5a166d39fc7f3
3
2017-06-03T12:03:00Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
585d60d0134aa139bebccf62
4
2017-06-03T12:03:35Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
58667845cd4fed49a6cec8a9
5
2017-06-03T12:04:09Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
59257690c214e32677b97567
6
2017-06-03T12:04:44Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
584f2310509549455ea2e02c
7
2017-06-03T12:05:19Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
5915dd63b90afb47ba7274c9
8
2017-06-03T12:05:55Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
59136772955a3135a9c69c8e
9
2017-06-03T12:06:58Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
586ed6b5c7480e3cef8d9a10
10
2017-06-03T12:07:33Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
58f8daeb8c08e03a8c1f07c0
11
2017-06-03T12:08:08Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
58f6437683b51f199f0bbee5
12
2017-06-03T12:08:42Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
5909aa7bc214e30cc9ff8268
13
2017-06-03T12:09:17Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
58f4ed8583b51f199f06c88b
14
2017-06-03T12:09:53Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
585c2884c7480e5fa4dd8b4e
15
2017-06-03T12:10:28Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
58e54aaf1de5a16190d4f2f9
16
2017-06-03T12:11:01Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
585c29a9869ea93646f25d56
17
2017-06-03T12:11:36Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
585b21c4869ea93646f2589c
18
2017-06-03T12:12:10Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
58ebc4afe0fa1735ccedf548
19
2017-06-03T12:12:44Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
58dbf7a0f3bdc97c2e17b17d
20
2017-06-03T12:13:20Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
58c9aef9bbbb0a502137b786
21
2017-06-03T12:13:55Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
585c27db869ea93646f25d54
22
2017-06-03T12:14:30Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
58d41b974d96935c76b75050
23
2017-06-03T12:15:03Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
585b045640752f56166932df
24
2017-06-03T12:16:03Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
586e98f9c7480e3cef8d99d8
25
2017-06-03T12:17:03Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
584879ef134aa126b82772d3
26
2017-06-03T12:18:04Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
585ae94fad5cd325edecda5f
27
2017-06-03T12:18:38Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
58487d01134aa126b82772d6
28
2017-06-03T12:19:12Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
586e97f1c7480e3cef8d99d7
29
2017-06-03T12:19:45Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
586e960cc7480e3cef8d99d6
30
2017-06-03T12:20:20Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
58487c5d134aa126b82772d5
31
2017-06-03T12:20:55Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
586d7096869ea92c996de286
32
2017-06-03T12:21:29Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
5840510576a605306cb79629
33
2017-06-03T12:22:04Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
58404d1c76a605306cb79611
34
2017-06-03T12:22:38Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
586e94cec7480e3cef8d99d4
35
2017-06-03T12:23:12Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
58404af176a605306cb795f9
36
2017-06-03T12:23:46Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
586be453cd4fed49a6cecaa8
37
2017-06-03T12:24:21Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
587ce118c4d21f0a537cceca
38
2017-06-03T12:24:59Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
58404a0a76a605306cb795e8
39
2017-06-03T12:25:34Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
5840478676a605306cb795d9
40
2017-06-03T12:26:09Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
582cc852134aa12a122ab833
41
2017-06-03T12:26:43Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
585279061c689968bbd8e2b6
42
2017-06-03T12:27:17Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
5813be01134aa17b72ebb7ad
43
2017-06-03T12:27:54Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
584ee18cc4d21f7ade6b162d
44
2017-06-03T12:28:29Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
5813c15e134aa17b72ebb7b1
45
2017-06-03T12:29:02Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
58527906c4d21f0efe1a9565
46
2017-06-03T12:29:37Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
5813c2ae134aa17b72ebb7b6
47
2017-06-03T12:30:12Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
5826f9031c6899556262bc2f
48
2017-06-03T12:30:47Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
5807ab8ec7480e052adc9818
49
2017-06-03T12:31:22Z
f8b2c8d9-35d0-447f-bf8d-446e12706a6e
565482cae4b0b42f5fdb6b9f
50
2017-06-03T12:32:37Z
In [11]:
df.describe()
Out[11]:
seq
views_per_session
count
1000000.000000
965944.000000
mean
1.084114
1.035257
std
0.765590
0.297833
min
1.000000
1.000000
25%
1.000000
1.000000
50%
1.000000
1.000000
75%
1.000000
1.000000
max
50.000000
50.000000
In [13]:
df.sort_values('views_per_session', ascending=False).head(10)
Out[13]:
ip
session
vid
seq
datetime
views_per_session
938683
104.48.242.196
2e526358-99d4-4707-94a2-b39c141060e3
592ef326c214e323a737f493
1
2017-06-01T00:26:47Z
50.0
547561
104.14.161.0
f3cf0813-d4f9-4e17-9dc7-860f513cecc8
58ab8a46cebcea4c6981f308
1
2017-06-08T11:25:41Z
37.0
525501
104.137.24.144
7445a7f5-6b54-488b-9895-e6a46093d7a8
5937fa0ab90afb2783e584d8
1
2017-06-10T17:01:22Z
37.0
549908
104.14.61.92
9cb8e640-9609-49ae-862e-a43ddeb22f4c
592c5d289efa89780a15b76c
1
2017-06-02T16:49:42Z
27.0
880067
104.33.160.58
ce607db1-2545-4c50-912d-15c02de8b882
592ef56b1de5a17669f41482
1
2017-06-02T12:45:10Z
27.0
575645
104.162.145.152
ef679e11-b894-4b02-855a-1a076d479476
5924add3f3bdc95b85e54973
1
2017-06-01T06:34:53Z
26.0
549147
104.14.38.74
bc6eb168-33ec-4a5e-9861-313799ba6119
592fc2abc214e323a73b8a40
1
2017-06-03T01:28:48Z
23.0
353376
100.40.91.28
84e459be-e3b7-4076-ae57-6e2703dce15c
593063a11de5a17669fbcefe
1
2017-06-01T21:42:19Z
20.0
183515
100.2.24.118
2afef95c-ca6e-45af-9ee4-b178f29891fb
5786a0c21c6899497d7ff37b
1
2017-06-11T23:31:56Z
18.0
136401
100.15.49.3
de75f7a3-f2d8-4de5-bdc4-42ff1e434271
58b89105ba82aa39a65064e9
1
2017-06-03T00:50:39Z
17.0
In [18]:
df.set_index(['ip', 'session']).loc[['104.48.242.196', '2e526358-99d4-4707-94a2-b39c141060e3'], :]
Out[18]:
vid
seq
datetime
views_per_session
ip
session
104.48.242.196
7b902376-e5be-4125-9d9e-0abeca3c3879
592ec60af3bdc946b98a97f5
1
2017-06-01T00:14:11Z
1.0
2e526358-99d4-4707-94a2-b39c141060e3
592ef326c214e323a737f493
1
2017-06-01T00:26:47Z
50.0
b912ffd1-b2f3-411f-8fa2-2b9c09aa255e
5930bbdf83b51f14452830d7
1
2017-06-02T10:42:39Z
2.0
fa60ef77-ae4a-4ed4-bdad-f72cf14c2dca
59302e4e8c08e04d1dc5b6a4
1
2017-06-02T10:44:56Z
1.0
20ac97dc-b666-4b91-8aa3-e28c79a67748
59303d2f9e45105fa19c5d3b
1
2017-06-02T19:45:06Z
1.0
713391d4-bd30-4732-a158-7dc2f00223c6
593129ba85eb427b86960aad
1
2017-06-02T19:46:54Z
1.0
88022e68-cbd1-486d-9e7d-c5415fd0d24f
5931d15285eb427b86984a63
1
2017-06-03T00:46:29Z
1.0
6b433c8b-bd68-4af0-86a9-3c711a991a45
59316cf91de5a17669ff5908
1
2017-06-03T03:06:59Z
1.0
287988e3-d4a2-480f-9e5d-b36281428423
5931cdeeb90afb2783d48e85
1
2017-06-03T13:26:42Z
1.0
8c19e058-0d5a-49f7-90c0-76b670727ef4
593234be8c08e04d1dcd0039
1
2017-06-03T18:18:17Z
3.0
b5566600-b97d-4e31-b59b-bbfb1a027168
5932e189f3bdc946b999feca
1
2017-06-03T18:27:31Z
1.0
77014dd0-b360-4b8a-9b4f-7735c3566e38
586e8bbac4d21f6c543b5084
1
2017-06-03T18:28:33Z
1.0
3b063736-0911-459b-8cf6-088250bec607
5933050c1de5a17669043655
1
2017-06-03T23:07:11Z
1.0
c9f4b61f-2164-4a23-84c1-60ff161689b7
591c57d48c08e07b78e00106
1
2017-06-05T12:03:03Z
1.0
3de3ea12-ef70-4ddf-a71c-fe19ff9587db
5934dd68b90afb2783ddabe0
1
2017-06-05T12:11:11Z
1.0
520aaa68-5809-4207-ae1e-8d7cd99ed3d3
5936a2bac214e323a751d0b8
1
2017-06-06T16:30:06Z
1.0
b0f5a21d-9101-427e-a47a-56814ee93c4e
5935a9f585eb427b86a465bf
1
2017-06-06T16:36:09Z
2.0
8f8cf31f-e797-46ce-ab5f-e7784c87b701
5935791783b51f1445383fb2
1
2017-06-06T16:48:00Z
1.0
8f8cf31f-e797-46ce-ab5f-e7784c87b701
592565191de5a166d39fe3d2
8
2017-06-06T16:48:12Z
1.0
ba7ea49c-650e-40ca-8a4f-c04c90ce05d6
5934467e1de5a17669071cc8
1
2017-06-06T16:52:54Z
1.0
32adb595-922e-4d2b-9e51-6dd2e8eb0dc5
5903317ce0fa1730350679ac
1
2017-06-06T18:21:49Z
1.0
4d3d2a56-50dd-4b0d-a0f2-1d9f549388d2
5903317ce0fa1730350679ac
1
2017-06-06T19:23:50Z
1.0
98dde719-4ce3-48f3-bb97-b42db0ea42f5
5936f925955a316f1c4b3ca9
1
2017-06-06T20:22:30Z
1.0
381f59c1-d63f-447f-a76a-c6d33e2e9d84
5936facd83b51f14453b12a2
1
2017-06-06T21:51:15Z
1.0
5ca07708-b600-46fd-825c-cddfa71d76a1
5935c97cf3bdc946b9a3918a
1
2017-06-07T10:07:44Z
1.0
c234cf94-024a-4b53-8070-3acd02569a23
593808949efa890b9263b3cb
1
2017-06-07T15:52:57Z
1.0
7ddd75b2-ff29-4e5a-9ecb-2ac001f5eff5
5937f44bb90afb2783e57b87
1
2017-06-07T15:57:01Z
1.0
c84979ca-fc22-4418-a1f9-5193ac1161e4
593808949efa890b9263b3cb
1
2017-06-07T16:02:10Z
1.0
761952e1-61bc-4c41-8ca4-a2c16ce91e12
592f870e85eb427b868e93a0
1
2017-06-08T12:33:45Z
1.0
ec61484e-8a90-4302-8c3d-a16c8bfe3a77
5937900392fdde3f18d9ffcd
1
2017-06-08T19:32:19Z
1.0
b19dfc13-de50-4ceb-b043-e2ebb54dd548
593975dd9efa890b926605a2
1
2017-06-08T21:00:46Z
1.0
f9d7d5af-b5a9-4774-a68b-67e6734c825a
593973a9f3bdc946b9a929dd
1
2017-06-08T21:12:45Z
1.0
8d3c0288-c6e1-4ee4-b5ec-dce1737864c5
593975dd9efa890b926605a2
1
2017-06-08T22:47:54Z
1.0
0694d25d-6eb5-439c-9c48-a59f3e8add27
5939ac0f85eb427b86aa9716
1
2017-06-09T00:49:52Z
1.0
fb688478-1730-4261-830a-8ff6b83a78ce
593a7c0992fdde3f18decaa7
1
2017-06-09T12:55:26Z
1.0
7b3f0823-1b80-448a-bbbc-7b5253e2111d
593943659e45105fa1b54903
1
2017-06-09T15:31:23Z
1.0
188269f4-0bf8-4e9d-987d-6527ec5d4aa4
5938128bf3bdc946b9a6f594
1
2017-06-09T16:01:04Z
1.0
04c0ecee-a2d6-44e5-85d8-7b3fa4047586
593afcc9f3bdc946b9abc2f8
1
2017-06-09T20:20:18Z
1.0
373165ab-584d-487b-8f73-107e411f6733
58c948de25fd0318c363a942
1
2017-06-09T23:37:45Z
2.0
e39232a8-7a85-4a24-84bf-0db29a64c979
58ad241bcebcea4c698443fe
1
2017-06-09T23:42:45Z
1.0
5bca1d7e-b284-4060-9de9-06bd75a4b89f
593b47188c08e04d1de0e698
1
2017-06-10T02:56:32Z
1.0
63760d85-1df2-4b7e-b7e8-80630f2ebd0d
593b27e8c214e323a75964b9
1
2017-06-10T02:59:14Z
1.0
2898c868-5949-4f74-9f37-7ba633c06af4
593b6d829efa890b926925f9
1
2017-06-10T23:31:16Z
1.0
95f17f6c-f151-4028-ac12-0e9ccc28e937
593c3aa21de5a1766917b6d4
1
2017-06-10T23:35:36Z
1.0
38a154c8-470c-4238-9a0a-e0903a2ceaf6
593c224af3bdc946b9acc284
1
2017-06-10T23:37:31Z
1.0
68e25b48-7696-4c37-b4ec-ee29965cda7c
593d411e83b51f1445440b3f
1
2017-06-11T14:40:02Z
1.0
00c3d336-e534-4216-be7d-b347e53218f1
593d9456f3bdc946b9adcf2d
1
2017-06-12T14:27:42Z
1.0
c3b465c8-9924-4b85-81ff-4f01233dce1f
593afe1192fdde3f18dfc72b
1
2017-06-12T14:35:04Z
1.0
370e23d9-46a7-45b8-aaed-eeb0e32472c3
593e9ade9e45105fa1bbf377
1
2017-06-12T17:00:51Z
1.0
ef20293a-fcb3-4d64-9f53-3be2a37a0244
593dc3888c08e04d1de2be7e
1
2017-06-12T17:02:28Z
1.0
d633d42c-a999-462b-bd3a-cd0b9f441728
5937ef3d9e45105fa1b312ad
1
2017-06-12T17:40:59Z
1.0
9abf8806-fe79-4e31-9fa9-145c27ff5a19
593ed08c85eb427b86b10dcf
1
2017-06-12T17:43:03Z
1.0
fad7f0b7-a03f-4a24-abe0-03fbc36e1da2
593dc3888c08e04d1de2be7e
1
2017-06-12T17:43:03Z
1.0
1662bf73-5037-49f1-b88e-359632cd4693
593ddde79efa890b926afe0c
1
2017-06-12T18:28:24Z
1.0
700f18c1-9df1-4f69-b959-b9f7e585c428
588a7b927ca5767e240af973
1
2017-06-12T18:31:49Z
1.0
700f18c1-9df1-4f69-b959-b9f7e585c428
588a7b927ca5767e240af973
1
2017-06-12T18:33:31Z
1.0
ac64e971-1cb3-4140-a50d-aff202754f0f
58c7eade8dd15d38b0303c41
1
2017-06-12T18:38:03Z
1.0
2d9b843a-9123-407f-80e9-bd0869432989
593ee2968c08e04d1de5810d
1
2017-06-13T01:41:20Z
1.0
f5dd04d9-99f6-4580-ab12-d5c6f4aa1f2a
592080179e4510219e3475b7
1
2017-06-13T01:46:17Z
1.0
In [157]:
df = pd.read_csv('/Users/baumatz/Downloads/intermediate/positive-examples_memsql_test2.csv')
df.head()
Out[157]:
ip
vid
max_pct
vid_per_session
0
1.0.252.1
59304017e0fa177b0c2ded33
1.000000
1
1
1.0.252.1
593293819e45105fa1a4b37e
0.105170
1
2
1.0.252.1
593267a5e0fa177b0c35d261
0.079058
1
3
1.0.252.1
5932b83785eb427b869ab68d
1.000000
1
4
1.0.252.1
5932b83785eb427b869ab68d
0.108683
1
number of views last 24 hour
In [158]:
df['views_last_24h'] = df.groupby('ip',as_index=False).apply(lambda x:len(x))
df.head()
Out[158]:
ip
vid
max_pct
vid_per_session
views_last_24h
0
1.0.252.1
59304017e0fa177b0c2ded33
1.000000
1
7.0
1
1.0.252.1
593293819e45105fa1a4b37e
0.105170
1
3.0
2
1.0.252.1
593267a5e0fa177b0c35d261
0.079058
1
3.0
3
1.0.252.1
5932b83785eb427b869ab68d
1.000000
1
9.0
4
1.0.252.1
5932b83785eb427b869ab68d
0.108683
1
1.0
In [159]:
df.describe()
Out[159]:
max_pct
vid_per_session
views_last_24h
count
153609.000000
153609.000000
48828.000000
mean
0.245828
1.041000
3.145920
std
0.374979
0.929476
4.140703
min
0.000000
1.000000
1.000000
25%
0.000000
1.000000
1.000000
50%
0.010686
1.000000
2.000000
75%
0.364675
1.000000
4.000000
max
1.000000
50.000000
237.000000
we can see some outliers at max, and many cold starts but thats expected. lets create the interaction matrix [n_users, n_items]
In [161]:
df['ones'] = 1
pivoted = df[['ip', 'vid', 'ones']].drop_duplicates(['ip', 'vid']).pivot(index='ip',columns='vid', values='ones')
sdf = pivoted.to_sparse()
sdf.head(4)
Out[161]:
vid
55144a07e4b078e86b50050d
55144da5e4b078e86b511ee1
551466eae4b078e86b58991f
551c3315e4b0446aa801bbd1
551c5139e4b0446aa809a879
551c82a9e4b0446aa81868c8
551c8e29e4b0446aa81bc541
551cca6be4b0446aa82ec79f
551cdcd9e4b0446aa8350336
551cf577e4b0446aa83d3a34
551d06fce4b0446aa842dd65
551d35d2e4b0446aa851e802
5525eeaae4b08322397b3e33
552a563fe4b0280be0a3010f
552a9611e4b0280be0a64609
552aa3e5e4b0280be0a71eaf
552c4eafe4b0280be0b5327f
552fb02fe4b0280be0e1d6a4
5533c14ee4b0eb372ca483a1
55340698e4b0280be0fa2df4
5534c3fde4b0280be101a220
5534f2e1e4b0eb372cb7314f
553a1a98e4b0c26bac569080
553a38ede4b0c26bac595f23
553acf24e4b0c26bac5fc552
553b8594e4b04c8a696ea551
553bb2c4e4b04c8a69709fb4
553bf20de4b04c8a69738468
553cc2fde4b0700ca227cb85
553d08f7e4b04c8a697e8cb2
553e8197e4b036dbed48e7c3
553e8eade4b06d7f9fc75873
553f2c81e4b05421a0e7e45f
5541931be4b08df3b6a2701f
5541982be4b0f61941893713
5541bda9e4b0f619418ab08e
5541dfdfe4b042cdf5e56f2a
55424242e4b08df3b6aae962
5543202fe4b08df3b6b5df62
554348efe4b042cdf5f5e0fd
55435db5e4b0f619419e96a3
5543943ae4b042cdf5f83ba5
5543a006e4b0f61941a0cff7
5543fe3ce4b08df3b6bf204b
55445a96e4b042cdf6012a54
55447495e4b0f61941aa56c6
55447f35e4b0f61941aacc03
5544b163e4b08df3b6c7b7e9
5544c9d9e4b08df3b6c8c9f3
5544cb75e4b042cdf6061c22
55451c37e4b08df3b6ccb787
5545a2e6e4b0f61941b84e6a
55467f3fe4b042cdf618667b
554698fde4b0f61941c2a0e6
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4 rows × 2596 columns
lets check the sparsity in our matrix
In [163]:
sdf.density
Out[163]:
0.0008028006992375867
the sparsity is very close to 1, lets clear the long tail
In [115]:
print(df.groupby('vid')['ones'].count().describe(percentiles=[x/10.0 for x in range(10)]))
print()
Out[115]:
count 2596.000000
mean 59.171418
std 1295.189033
min 1.000000
0% 1.000000
10% 1.000000
20% 1.000000
30% 1.000000
40% 1.000000
50% 2.000000
60% 2.000000
70% 4.000000
80% 6.000000
90% 13.000000
max 55266.000000
Name: ones, dtype: float64
lets set the mean as our threshold, and recreate our matrix
In [170]:
# filter
filterd = df.groupby('vid').filter(lambda x: len(x) > 60)
filterd = filterd.groupby('ip').filter(lambda x: len(x) > 3)
# # map
# users, items = {}
# for u in users
# users = dict(map(lambda x filterd.ip.unique())
# items = filterd.vid.unique()
# # pivot
# sdf = filterd[['ip', 'vid', 'ones']].drop_duplicates(['ip', 'vid']).pivot(index='ip',columns='vid', values='ones').to_sparse()
# print (pivoted.shape, sdf.density)
In [204]:
users = pd.DataFrame(filterd.ip.unique()).reset_index().set_index(0).to_dict()['index']
items = pd.DataFrame(filterd.vid.unique()).reset_index().set_index(0).to_dict()['index']
generate our training / test
In [223]:
def build_interaction_matrix(rows, cols, data, min_rating):
mat = sp.lil_matrix((rows, cols), dtype=np.int32)
for uid, iid, rating in data:
if rating >= min_rating:
mat[uid, iid] = rating
return mat.tocoo()
data = filterd[['ip', 'vid', 'max_pct']].drop_duplicates().apply(
lambda row: (users.get(row[0]), items.get(row[1]), row[2]), axis=1).values
np.random.shuffle(data)
data = data.tolist()
split = len(data) / 10 * 8
train = build_interaction_matrix(len(filterd.ip.unique()), len(filterd.vid.unique()), data[:split], 0)
test = build_interaction_matrix(len(filterd.ip.unique()), len(filterd.vid.unique()), data[split:], 0)
print(len(data), split, type(train), train.shape, type(test), test.shape)
(71954, 57560, <class 'scipy.sparse.coo.coo_matrix'>, (12011, 117), <class 'scipy.sparse.coo.coo_matrix'>, (12011, 117))
In [264]:
from lightfm import LightFM
from lightfm.evaluation import precision_at_k
from lightfm.evaluation import auc_score
from lightfm.datasets import fetch_movielens
def check(train, test, no_components=10, learning_rate=0.05, alpha=0.0, k=5, epochs=10, loss='warp', max_sampled=10):
print('The dataset has %s users and %s items, '
'with %s interactions in the test and %s interactions in the training set.'
% (train.shape[0], train.shape[1], test.getnnz(), train.getnnz()))
LightFM(no_components=no_components, loss=loss,
learning_rate=learning_rate,
item_alpha=alpha, user_alpha=alpha, max_sampled=max_sampled, random_state=2016)
model.fit(train, epochs=epochs)
train_precision = precision_at_k(model, train, k=k).mean()
test_precision = precision_at_k(model, test, k=k).mean()
train_auc = auc_score(model, train).mean()
test_auc = auc_score(model, test).mean()
print('Precision: train %.2f, test %.2f.' % (train_precision, test_precision))
print('AUC: train %.2f, test %.2f.' % (train_auc, test_auc))
movielens = fetch_movielens()
check(movielens['train'], movielens['test'])
The dataset has 943 users and 1682 items, with 9430 interactions in the test and 90570 interactions in the training set.
Precision: train 0.64, test 0.11.
AUC: train 0.90, test 0.86.
In [263]:
check(train, test)
The dataset has 12011 users and 117 items, with 1734 interactions in the test and 5952 interactions in the training set.
Precision: train 0.24, test 0.10.
AUC: train 0.97, test 0.88.
not great results, but the data is highly sparse and shuffled. lets play with the tool, see if we can do better.
In [254]:
from skopt import forest_minimize
In [258]:
def objective(params):
# unpack
epochs, learning_rate,\
no_components, alpha = params
user_alpha = alpha
item_alpha = alpha
model = LightFM(loss='warp',
random_state=2016,
learning_rate=learning_rate,
no_components=no_components,
user_alpha=user_alpha,
item_alpha=item_alpha)
model.fit(train, epochs=epochs, verbose=True)
patks = lightfm.evaluation.precision_at_k(model, test,
train_interactions=None,
k=5, num_threads=4)
mapatk = np.mean(patks)
# Make negative because we want to _minimize_ objective
out = -mapatk
# Handle some weird numerical shit going on
if np.abs(out + 1) < 0.01 or out < -1.0:
return 0.0
else:
return out
In [260]:
space = [(1, 60), # epochs
(10**-6, 1.0, 'log-uniform'), # learning_rate
(20, 200), # no_components
(10**-6, 10**-1, 'log-uniform'), # alpha
]
res_fm = forest_minimize(objective, space, n_calls=250,
random_state=0,
verbose=True)
Iteration No: 1 started. Evaluating function at random point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Iteration No: 1 ended. Evaluation done at random point.
Time taken: 1.2362
Function value obtained: -0.1186
Current minimum: -0.1186
Iteration No: 2 started. Evaluating function at random point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Iteration No: 2 ended. Evaluation done at random point.
Time taken: 0.5556
Function value obtained: -0.1180
Current minimum: -0.1186
Iteration No: 3 started. Evaluating function at random point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Iteration No: 3 ended. Evaluation done at random point.
Time taken: 0.3910
Function value obtained: -0.0854
Current minimum: -0.1186
Iteration No: 4 started. Evaluating function at random point.
Epoch 0
Epoch 1
Iteration No: 4 ended. Evaluation done at random point.
Time taken: 0.1048
Function value obtained: -0.1179
Current minimum: -0.1186
Iteration No: 5 started. Evaluating function at random point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Iteration No: 5 ended. Evaluation done at random point.
Time taken: 0.2894
Function value obtained: -0.0796
Current minimum: -0.1186
Iteration No: 6 started. Evaluating function at random point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Iteration No: 6 ended. Evaluation done at random point.
Time taken: 0.6605
Function value obtained: -0.1073
Current minimum: -0.1186
Iteration No: 7 started. Evaluating function at random point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Iteration No: 7 ended. Evaluation done at random point.
Time taken: 1.1359
Function value obtained: -0.1180
Current minimum: -0.1186
Iteration No: 8 started. Evaluating function at random point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Iteration No: 8 ended. Evaluation done at random point.
Time taken: 0.9709
Function value obtained: -0.0971
Current minimum: -0.1186
Iteration No: 9 started. Evaluating function at random point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Iteration No: 9 ended. Evaluation done at random point.
Time taken: 0.1885
Function value obtained: -0.1201
Current minimum: -0.1201
Iteration No: 10 started. Evaluating function at random point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Iteration No: 10 ended. Evaluation done at random point.
Time taken: 2.5286
Function value obtained: -0.1180
Current minimum: -0.1201
Iteration No: 11 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Iteration No: 11 ended. Search finished for the next optimal point.
Time taken: 1.3142
Function value obtained: -0.1092
Current minimum: -0.1201
Iteration No: 12 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Iteration No: 12 ended. Search finished for the next optimal point.
Time taken: 0.9975
Function value obtained: -0.0868
Current minimum: -0.1201
Iteration No: 13 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Iteration No: 13 ended. Search finished for the next optimal point.
Time taken: 0.6804
Function value obtained: -0.1180
Current minimum: -0.1201
Iteration No: 14 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Iteration No: 14 ended. Search finished for the next optimal point.
Time taken: 0.4753
Function value obtained: -0.1152
Current minimum: -0.1201
Iteration No: 15 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 15 ended. Search finished for the next optimal point.
Time taken: 0.4439
Function value obtained: -0.1125
Current minimum: -0.1201
Iteration No: 16 started. Searching for the next optimal point.
Epoch 0
Iteration No: 16 ended. Search finished for the next optimal point.
Time taken: 0.4573
Function value obtained: -0.1180
Current minimum: -0.1201
Iteration No: 17 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Iteration No: 17 ended. Search finished for the next optimal point.
Time taken: 0.5140
Function value obtained: -0.0809
Current minimum: -0.1201
Iteration No: 18 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Iteration No: 18 ended. Search finished for the next optimal point.
Time taken: 0.5797
Function value obtained: -0.1044
Current minimum: -0.1201
Iteration No: 19 started. Searching for the next optimal point.
Epoch 0
Iteration No: 19 ended. Search finished for the next optimal point.
Time taken: 0.4644
Function value obtained: -0.1188
Current minimum: -0.1201
Iteration No: 20 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 20 ended. Search finished for the next optimal point.
Time taken: 0.5819
Function value obtained: -0.0750
Current minimum: -0.1201
Iteration No: 21 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Iteration No: 21 ended. Search finished for the next optimal point.
Time taken: 0.9543
Function value obtained: -0.1188
Current minimum: -0.1201
Iteration No: 22 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 22 ended. Search finished for the next optimal point.
Time taken: 0.5702
Function value obtained: -0.0676
Current minimum: -0.1201
Iteration No: 23 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 23 ended. Search finished for the next optimal point.
Time taken: 0.5729
Function value obtained: -0.1201
Current minimum: -0.1201
Iteration No: 24 started. Searching for the next optimal point.
Epoch 0
Iteration No: 24 ended. Search finished for the next optimal point.
Time taken: 0.5474
Function value obtained: -0.1201
Current minimum: -0.1201
Iteration No: 25 started. Searching for the next optimal point.
Epoch 0
Iteration No: 25 ended. Search finished for the next optimal point.
Time taken: 0.5389
Function value obtained: -0.1188
Current minimum: -0.1201
Iteration No: 26 started. Searching for the next optimal point.
Epoch 0
Iteration No: 26 ended. Search finished for the next optimal point.
Time taken: 0.5393
Function value obtained: -0.1178
Current minimum: -0.1201
Iteration No: 27 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 27 ended. Search finished for the next optimal point.
Time taken: 0.5113
Function value obtained: -0.1188
Current minimum: -0.1201
Iteration No: 28 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 28 ended. Search finished for the next optimal point.
Time taken: 0.5053
Function value obtained: -0.0673
Current minimum: -0.1201
Iteration No: 29 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Iteration No: 29 ended. Search finished for the next optimal point.
Time taken: 0.6628
Function value obtained: -0.1201
Current minimum: -0.1201
Iteration No: 30 started. Searching for the next optimal point.
Epoch 0
Iteration No: 30 ended. Search finished for the next optimal point.
Time taken: 0.4791
Function value obtained: -0.1142
Current minimum: -0.1201
Iteration No: 31 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Iteration No: 31 ended. Search finished for the next optimal point.
Time taken: 0.6301
Function value obtained: -0.1180
Current minimum: -0.1201
Iteration No: 32 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 32 ended. Search finished for the next optimal point.
Time taken: 0.5668
Function value obtained: -0.0626
Current minimum: -0.1201
Iteration No: 33 started. Searching for the next optimal point.
Epoch 0
Iteration No: 33 ended. Search finished for the next optimal point.
Time taken: 0.4803
Function value obtained: -0.0959
Current minimum: -0.1201
Iteration No: 34 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 34 ended. Search finished for the next optimal point.
Time taken: 0.5050
Function value obtained: -0.1180
Current minimum: -0.1201
Iteration No: 35 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 35 ended. Search finished for the next optimal point.
Time taken: 0.6316
Function value obtained: -0.1180
Current minimum: -0.1201
Iteration No: 36 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 36 ended. Search finished for the next optimal point.
Time taken: 0.5495
Function value obtained: -0.1180
Current minimum: -0.1201
Iteration No: 37 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Iteration No: 37 ended. Search finished for the next optimal point.
Time taken: 0.5879
Function value obtained: -0.1205
Current minimum: -0.1205
Iteration No: 38 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Iteration No: 38 ended. Search finished for the next optimal point.
Time taken: 0.6292
Function value obtained: -0.1180
Current minimum: -0.1205
Iteration No: 39 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Iteration No: 39 ended. Search finished for the next optimal point.
Time taken: 0.5867
Function value obtained: -0.1175
Current minimum: -0.1205
Iteration No: 40 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Iteration No: 40 ended. Search finished for the next optimal point.
Time taken: 0.5637
Function value obtained: -0.1196
Current minimum: -0.1205
Iteration No: 41 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 41 ended. Search finished for the next optimal point.
Time taken: 0.5874
Function value obtained: -0.1201
Current minimum: -0.1205
Iteration No: 42 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Iteration No: 42 ended. Search finished for the next optimal point.
Time taken: 0.8350
Function value obtained: -0.1188
Current minimum: -0.1205
Iteration No: 43 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 43 ended. Search finished for the next optimal point.
Time taken: 0.5840
Function value obtained: -0.1201
Current minimum: -0.1205
Iteration No: 44 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 44 ended. Search finished for the next optimal point.
Time taken: 0.5913
Function value obtained: -0.1201
Current minimum: -0.1205
Iteration No: 45 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Iteration No: 45 ended. Search finished for the next optimal point.
Time taken: 0.8099
Function value obtained: -0.0856
Current minimum: -0.1205
Iteration No: 46 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Iteration No: 46 ended. Search finished for the next optimal point.
Time taken: 0.6116
Function value obtained: -0.1180
Current minimum: -0.1205
Iteration No: 47 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 47 ended. Search finished for the next optimal point.
Time taken: 0.4922
Function value obtained: -0.1205
Current minimum: -0.1205
Iteration No: 48 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 48 ended. Search finished for the next optimal point.
Time taken: 0.6898
Function value obtained: -0.1183
Current minimum: -0.1205
Iteration No: 49 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 49 ended. Search finished for the next optimal point.
Time taken: 0.5924
Function value obtained: -0.0625
Current minimum: -0.1205
Iteration No: 50 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Iteration No: 50 ended. Search finished for the next optimal point.
Time taken: 0.7849
Function value obtained: -0.1201
Current minimum: -0.1205
Iteration No: 51 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 51 ended. Search finished for the next optimal point.
Time taken: 0.5727
Function value obtained: -0.1183
Current minimum: -0.1205
Iteration No: 52 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Iteration No: 52 ended. Search finished for the next optimal point.
Time taken: 0.6825
Function value obtained: -0.1183
Current minimum: -0.1205
Iteration No: 53 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 53 ended. Search finished for the next optimal point.
Time taken: 0.5962
Function value obtained: -0.1200
Current minimum: -0.1205
Iteration No: 54 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 54 ended. Search finished for the next optimal point.
Time taken: 0.6298
Function value obtained: -0.0686
Current minimum: -0.1205
Iteration No: 55 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 55 ended. Search finished for the next optimal point.
Time taken: 0.4858
Function value obtained: -0.1201
Current minimum: -0.1205
Iteration No: 56 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 56 ended. Search finished for the next optimal point.
Time taken: 0.5341
Function value obtained: -0.0847
Current minimum: -0.1205
Iteration No: 57 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 57 ended. Search finished for the next optimal point.
Time taken: 0.4850
Function value obtained: -0.1153
Current minimum: -0.1205
Iteration No: 58 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 58 ended. Search finished for the next optimal point.
Time taken: 0.5524
Function value obtained: -0.1067
Current minimum: -0.1205
Iteration No: 59 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 59 ended. Search finished for the next optimal point.
Time taken: 0.6210
Function value obtained: -0.1188
Current minimum: -0.1205
Iteration No: 60 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Iteration No: 60 ended. Search finished for the next optimal point.
Time taken: 0.8656
Function value obtained: -0.1179
Current minimum: -0.1205
Iteration No: 61 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Iteration No: 61 ended. Search finished for the next optimal point.
Time taken: 0.5095
Function value obtained: -0.1048
Current minimum: -0.1205
Iteration No: 62 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 62 ended. Search finished for the next optimal point.
Time taken: 0.5873
Function value obtained: -0.0706
Current minimum: -0.1205
Iteration No: 63 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Iteration No: 63 ended. Search finished for the next optimal point.
Time taken: 0.7076
Function value obtained: -0.1034
Current minimum: -0.1205
Iteration No: 64 started. Searching for the next optimal point.
Epoch 0
Iteration No: 64 ended. Search finished for the next optimal point.
Time taken: 0.5357
Function value obtained: -0.1017
Current minimum: -0.1205
Iteration No: 65 started. Searching for the next optimal point.
Epoch 0
Iteration No: 65 ended. Search finished for the next optimal point.
Time taken: 0.5349
Function value obtained: -0.1010
Current minimum: -0.1205
Iteration No: 66 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 66 ended. Search finished for the next optimal point.
Time taken: 0.5527
Function value obtained: -0.0961
Current minimum: -0.1205
Iteration No: 67 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 67 ended. Search finished for the next optimal point.
Time taken: 0.6189
Function value obtained: -0.1201
Current minimum: -0.1205
Iteration No: 68 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Iteration No: 68 ended. Search finished for the next optimal point.
Time taken: 0.9655
Function value obtained: -0.1180
Current minimum: -0.1205
Iteration No: 69 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Iteration No: 69 ended. Search finished for the next optimal point.
Time taken: 0.5746
Function value obtained: -0.1201
Current minimum: -0.1205
Iteration No: 70 started. Searching for the next optimal point.
Epoch 0
Iteration No: 70 ended. Search finished for the next optimal point.
Time taken: 0.4782
Function value obtained: -0.0461
Current minimum: -0.1205
Iteration No: 71 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 71 ended. Search finished for the next optimal point.
Time taken: 0.4511
Function value obtained: -0.1132
Current minimum: -0.1205
Iteration No: 72 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Iteration No: 72 ended. Search finished for the next optimal point.
Time taken: 0.7128
Function value obtained: -0.1188
Current minimum: -0.1205
Iteration No: 73 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Iteration No: 73 ended. Search finished for the next optimal point.
Time taken: 0.5562
Function value obtained: -0.1158
Current minimum: -0.1205
Iteration No: 74 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 74 ended. Search finished for the next optimal point.
Time taken: 0.4782
Function value obtained: -0.1178
Current minimum: -0.1205
Iteration No: 75 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Iteration No: 75 ended. Search finished for the next optimal point.
Time taken: 1.3343
Function value obtained: -0.1180
Current minimum: -0.1205
Iteration No: 76 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Iteration No: 76 ended. Search finished for the next optimal point.
Time taken: 1.5377
Function value obtained: -0.1201
Current minimum: -0.1205
Iteration No: 77 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Iteration No: 77 ended. Search finished for the next optimal point.
Time taken: 1.4595
Function value obtained: -0.1201
Current minimum: -0.1205
Iteration No: 78 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Iteration No: 78 ended. Search finished for the next optimal point.
Time taken: 0.5306
Function value obtained: -0.1165
Current minimum: -0.1205
Iteration No: 79 started. Searching for the next optimal point.
Epoch 0
Iteration No: 79 ended. Search finished for the next optimal point.
Time taken: 0.4795
Function value obtained: -0.0518
Current minimum: -0.1205
Iteration No: 80 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Iteration No: 80 ended. Search finished for the next optimal point.
Time taken: 0.8676
Function value obtained: -0.1188
Current minimum: -0.1205
Iteration No: 81 started. Searching for the next optimal point.
Epoch 0
Iteration No: 81 ended. Search finished for the next optimal point.
Time taken: 0.4778
Function value obtained: -0.1180
Current minimum: -0.1205
Iteration No: 82 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Iteration No: 82 ended. Search finished for the next optimal point.
Time taken: 1.9451
Function value obtained: -0.1097
Current minimum: -0.1205
Iteration No: 83 started. Searching for the next optimal point.
Epoch 0
Iteration No: 83 ended. Search finished for the next optimal point.
Time taken: 0.4893
Function value obtained: -0.1201
Current minimum: -0.1205
Iteration No: 84 started. Searching for the next optimal point.
Epoch 0
Iteration No: 84 ended. Search finished for the next optimal point.
Time taken: 0.4715
Function value obtained: -0.0928
Current minimum: -0.1205
Iteration No: 85 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Iteration No: 85 ended. Search finished for the next optimal point.
Time taken: 0.7462
Function value obtained: -0.0746
Current minimum: -0.1205
Iteration No: 86 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Iteration No: 86 ended. Search finished for the next optimal point.
Time taken: 0.5398
Function value obtained: -0.1199
Current minimum: -0.1205
Iteration No: 87 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Iteration No: 87 ended. Search finished for the next optimal point.
Time taken: 1.3299
Function value obtained: -0.1201
Current minimum: -0.1205
Iteration No: 88 started. Searching for the next optimal point.
Epoch 0
Iteration No: 88 ended. Search finished for the next optimal point.
Time taken: 0.4478
Function value obtained: -0.1187
Current minimum: -0.1205
Iteration No: 89 started. Searching for the next optimal point.
Epoch 0
Iteration No: 89 ended. Search finished for the next optimal point.
Time taken: 0.4399
Function value obtained: -0.1188
Current minimum: -0.1205
Iteration No: 90 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Iteration No: 90 ended. Search finished for the next optimal point.
Time taken: 0.5114
Function value obtained: -0.1009
Current minimum: -0.1205
Iteration No: 91 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Iteration No: 91 ended. Search finished for the next optimal point.
Time taken: 0.6430
Function value obtained: -0.1180
Current minimum: -0.1205
Iteration No: 92 started. Searching for the next optimal point.
Epoch 0
Iteration No: 92 ended. Search finished for the next optimal point.
Time taken: 0.4522
Function value obtained: -0.1188
Current minimum: -0.1205
Iteration No: 93 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 93 ended. Search finished for the next optimal point.
Time taken: 0.4966
Function value obtained: -0.1162
Current minimum: -0.1205
Iteration No: 94 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Iteration No: 94 ended. Search finished for the next optimal point.
Time taken: 0.8538
Function value obtained: -0.0860
Current minimum: -0.1205
Iteration No: 95 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Iteration No: 95 ended. Search finished for the next optimal point.
Time taken: 0.6428
Function value obtained: -0.1179
Current minimum: -0.1205
Iteration No: 96 started. Searching for the next optimal point.
Epoch 0
Iteration No: 96 ended. Search finished for the next optimal point.
Time taken: 0.4460
Function value obtained: -0.0963
Current minimum: -0.1205
Iteration No: 97 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Iteration No: 97 ended. Search finished for the next optimal point.
Time taken: 2.1802
Function value obtained: -0.1201
Current minimum: -0.1205
Iteration No: 98 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Iteration No: 98 ended. Search finished for the next optimal point.
Time taken: 0.5823
Function value obtained: -0.0903
Current minimum: -0.1205
Iteration No: 99 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Iteration No: 99 ended. Search finished for the next optimal point.
Time taken: 1.0446
Function value obtained: -0.0965
Current minimum: -0.1205
Iteration No: 100 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Iteration No: 100 ended. Search finished for the next optimal point.
Time taken: 0.5249
Function value obtained: -0.1187
Current minimum: -0.1205
Iteration No: 101 started. Searching for the next optimal point.
Epoch 0
Iteration No: 101 ended. Search finished for the next optimal point.
Time taken: 0.4957
Function value obtained: -0.1201
Current minimum: -0.1205
Iteration No: 102 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Iteration No: 102 ended. Search finished for the next optimal point.
Time taken: 2.0781
Function value obtained: -0.0975
Current minimum: -0.1205
Iteration No: 103 started. Searching for the next optimal point.
Epoch 0
Iteration No: 103 ended. Search finished for the next optimal point.
Time taken: 0.4692
Function value obtained: -0.1183
Current minimum: -0.1205
Iteration No: 104 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 104 ended. Search finished for the next optimal point.
Time taken: 0.5010
Function value obtained: -0.1184
Current minimum: -0.1205
Iteration No: 105 started. Searching for the next optimal point.
Epoch 0
Iteration No: 105 ended. Search finished for the next optimal point.
Time taken: 0.5389
Function value obtained: -0.1180
Current minimum: -0.1205
Iteration No: 106 started. Searching for the next optimal point.
Epoch 0
Iteration No: 106 ended. Search finished for the next optimal point.
Time taken: 0.4809
Function value obtained: -0.1179
Current minimum: -0.1205
Iteration No: 107 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Iteration No: 107 ended. Search finished for the next optimal point.
Time taken: 0.5998
Function value obtained: -0.1184
Current minimum: -0.1205
Iteration No: 108 started. Searching for the next optimal point.
Epoch 0
Iteration No: 108 ended. Search finished for the next optimal point.
Time taken: 0.5626
Function value obtained: -0.1205
Current minimum: -0.1205
Iteration No: 109 started. Searching for the next optimal point.
Epoch 0
Iteration No: 109 ended. Search finished for the next optimal point.
Time taken: 0.4910
Function value obtained: -0.1071
Current minimum: -0.1205
Iteration No: 110 started. Searching for the next optimal point.
Epoch 0
Iteration No: 110 ended. Search finished for the next optimal point.
Time taken: 0.4896
Function value obtained: -0.1188
Current minimum: -0.1205
Iteration No: 111 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 111 ended. Search finished for the next optimal point.
Time taken: 0.5961
Function value obtained: -0.1207
Current minimum: -0.1207
Iteration No: 112 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 112 ended. Search finished for the next optimal point.
Time taken: 0.6945
Function value obtained: -0.1163
Current minimum: -0.1207
Iteration No: 113 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 113 ended. Search finished for the next optimal point.
Time taken: 0.5543
Function value obtained: -0.1186
Current minimum: -0.1207
Iteration No: 114 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 114 ended. Search finished for the next optimal point.
Time taken: 0.4987
Function value obtained: -0.0722
Current minimum: -0.1207
Iteration No: 115 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 115 ended. Search finished for the next optimal point.
Time taken: 0.6101
Function value obtained: -0.1038
Current minimum: -0.1207
Iteration No: 116 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 116 ended. Search finished for the next optimal point.
Time taken: 0.4662
Function value obtained: -0.0822
Current minimum: -0.1207
Iteration No: 117 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 117 ended. Search finished for the next optimal point.
Time taken: 0.6126
Function value obtained: -0.1188
Current minimum: -0.1207
Iteration No: 118 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 118 ended. Search finished for the next optimal point.
Time taken: 0.6132
Function value obtained: -0.1186
Current minimum: -0.1207
Iteration No: 119 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 119 ended. Search finished for the next optimal point.
Time taken: 0.5274
Function value obtained: -0.0736
Current minimum: -0.1207
Iteration No: 120 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Iteration No: 120 ended. Search finished for the next optimal point.
Time taken: 1.1647
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 121 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Iteration No: 121 ended. Search finished for the next optimal point.
Time taken: 0.7210
Function value obtained: -0.1090
Current minimum: -0.1207
Iteration No: 122 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 122 ended. Search finished for the next optimal point.
Time taken: 0.5186
Function value obtained: -0.0906
Current minimum: -0.1207
Iteration No: 123 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Iteration No: 123 ended. Search finished for the next optimal point.
Time taken: 0.7790
Function value obtained: -0.0703
Current minimum: -0.1207
Iteration No: 124 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 124 ended. Search finished for the next optimal point.
Time taken: 0.6748
Function value obtained: -0.1119
Current minimum: -0.1207
Iteration No: 125 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Iteration No: 125 ended. Search finished for the next optimal point.
Time taken: 0.8489
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 126 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 126 ended. Search finished for the next optimal point.
Time taken: 0.6175
Function value obtained: -0.1110
Current minimum: -0.1207
Iteration No: 127 started. Searching for the next optimal point.
Epoch 0
Iteration No: 127 ended. Search finished for the next optimal point.
Time taken: 0.5605
Function value obtained: -0.1205
Current minimum: -0.1207
Iteration No: 128 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 128 ended. Search finished for the next optimal point.
Time taken: 0.5633
Function value obtained: -0.0739
Current minimum: -0.1207
Iteration No: 129 started. Searching for the next optimal point.
Epoch 0
Iteration No: 129 ended. Search finished for the next optimal point.
Time taken: 0.5395
Function value obtained: -0.0892
Current minimum: -0.1207
Iteration No: 130 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 130 ended. Search finished for the next optimal point.
Time taken: 0.5903
Function value obtained: -0.1203
Current minimum: -0.1207
Iteration No: 131 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 131 ended. Search finished for the next optimal point.
Time taken: 0.6453
Function value obtained: -0.1200
Current minimum: -0.1207
Iteration No: 132 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 132 ended. Search finished for the next optimal point.
Time taken: 0.4698
Function value obtained: -0.1157
Current minimum: -0.1207
Iteration No: 133 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 133 ended. Search finished for the next optimal point.
Time taken: 0.5577
Function value obtained: -0.1200
Current minimum: -0.1207
Iteration No: 134 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Iteration No: 134 ended. Search finished for the next optimal point.
Time taken: 0.4790
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 135 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 135 ended. Search finished for the next optimal point.
Time taken: 0.5993
Function value obtained: -0.1099
Current minimum: -0.1207
Iteration No: 136 started. Searching for the next optimal point.
Epoch 0
Iteration No: 136 ended. Search finished for the next optimal point.
Time taken: 0.5135
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 137 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 137 ended. Search finished for the next optimal point.
Time taken: 0.6882
Function value obtained: -0.0906
Current minimum: -0.1207
Iteration No: 138 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Iteration No: 138 ended. Search finished for the next optimal point.
Time taken: 0.5606
Function value obtained: -0.1149
Current minimum: -0.1207
Iteration No: 139 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 139 ended. Search finished for the next optimal point.
Time taken: 0.4517
Function value obtained: -0.1039
Current minimum: -0.1207
Iteration No: 140 started. Searching for the next optimal point.
Epoch 0
Iteration No: 140 ended. Search finished for the next optimal point.
Time taken: 0.4581
Function value obtained: -0.1026
Current minimum: -0.1207
Iteration No: 141 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Iteration No: 141 ended. Search finished for the next optimal point.
Time taken: 0.8446
Function value obtained: -0.0699
Current minimum: -0.1207
Iteration No: 142 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Iteration No: 142 ended. Search finished for the next optimal point.
Time taken: 1.5159
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 143 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Iteration No: 143 ended. Search finished for the next optimal point.
Time taken: 0.8670
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 144 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Iteration No: 144 ended. Search finished for the next optimal point.
Time taken: 0.9821
Function value obtained: -0.1188
Current minimum: -0.1207
Iteration No: 145 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Iteration No: 145 ended. Search finished for the next optimal point.
Time taken: 0.7356
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 146 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Iteration No: 146 ended. Search finished for the next optimal point.
Time taken: 0.7431
Function value obtained: -0.0718
Current minimum: -0.1207
Iteration No: 147 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Iteration No: 147 ended. Search finished for the next optimal point.
Time taken: 0.8167
Function value obtained: -0.1158
Current minimum: -0.1207
Iteration No: 148 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Iteration No: 148 ended. Search finished for the next optimal point.
Time taken: 0.9453
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 149 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Iteration No: 149 ended. Search finished for the next optimal point.
Time taken: 0.7653
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 150 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Iteration No: 150 ended. Search finished for the next optimal point.
Time taken: 0.8114
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 151 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Iteration No: 151 ended. Search finished for the next optimal point.
Time taken: 1.3648
Function value obtained: -0.0672
Current minimum: -0.1207
Iteration No: 152 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Iteration No: 152 ended. Search finished for the next optimal point.
Time taken: 1.3903
Function value obtained: -0.1142
Current minimum: -0.1207
Iteration No: 153 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Iteration No: 153 ended. Search finished for the next optimal point.
Time taken: 1.0343
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 154 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Iteration No: 154 ended. Search finished for the next optimal point.
Time taken: 0.6897
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 155 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Iteration No: 155 ended. Search finished for the next optimal point.
Time taken: 0.7828
Function value obtained: -0.1188
Current minimum: -0.1207
Iteration No: 156 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Epoch 58
Iteration No: 156 ended. Search finished for the next optimal point.
Time taken: 1.0283
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 157 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Iteration No: 157 ended. Search finished for the next optimal point.
Time taken: 1.1475
Function value obtained: -0.1179
Current minimum: -0.1207
Iteration No: 158 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Iteration No: 158 ended. Search finished for the next optimal point.
Time taken: 1.0383
Function value obtained: -0.0762
Current minimum: -0.1207
Iteration No: 159 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Iteration No: 159 ended. Search finished for the next optimal point.
Time taken: 1.2162
Function value obtained: -0.0669
Current minimum: -0.1207
Iteration No: 160 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Iteration No: 160 ended. Search finished for the next optimal point.
Time taken: 0.9158
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 161 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Iteration No: 161 ended. Search finished for the next optimal point.
Time taken: 0.7898
Function value obtained: -0.1188
Current minimum: -0.1207
Iteration No: 162 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Iteration No: 162 ended. Search finished for the next optimal point.
Time taken: 0.8452
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 163 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Iteration No: 163 ended. Search finished for the next optimal point.
Time taken: 0.8972
Function value obtained: -0.0762
Current minimum: -0.1207
Iteration No: 164 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Iteration No: 164 ended. Search finished for the next optimal point.
Time taken: 0.8557
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 165 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Iteration No: 165 ended. Search finished for the next optimal point.
Time taken: 1.6674
Function value obtained: -0.0852
Current minimum: -0.1207
Iteration No: 166 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Epoch 58
Iteration No: 166 ended. Search finished for the next optimal point.
Time taken: 0.9742
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 167 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Iteration No: 167 ended. Search finished for the next optimal point.
Time taken: 0.8033
Function value obtained: -0.1135
Current minimum: -0.1207
Iteration No: 168 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Iteration No: 168 ended. Search finished for the next optimal point.
Time taken: 0.9743
Function value obtained: -0.0793
Current minimum: -0.1207
Iteration No: 169 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Iteration No: 169 ended. Search finished for the next optimal point.
Time taken: 0.7645
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 170 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Iteration No: 170 ended. Search finished for the next optimal point.
Time taken: 0.7217
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 171 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Iteration No: 171 ended. Search finished for the next optimal point.
Time taken: 0.6184
Function value obtained: -0.1188
Current minimum: -0.1207
Iteration No: 172 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Iteration No: 172 ended. Search finished for the next optimal point.
Time taken: 1.0084
Function value obtained: -0.1188
Current minimum: -0.1207
Iteration No: 173 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Iteration No: 173 ended. Search finished for the next optimal point.
Time taken: 1.2033
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 174 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Iteration No: 174 ended. Search finished for the next optimal point.
Time taken: 0.8380
Function value obtained: -0.1097
Current minimum: -0.1207
Iteration No: 175 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Iteration No: 175 ended. Search finished for the next optimal point.
Time taken: 0.7551
Function value obtained: -0.1186
Current minimum: -0.1207
Iteration No: 176 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Iteration No: 176 ended. Search finished for the next optimal point.
Time taken: 1.4396
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 177 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Iteration No: 177 ended. Search finished for the next optimal point.
Time taken: 1.4693
Function value obtained: -0.0775
Current minimum: -0.1207
Iteration No: 178 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Iteration No: 178 ended. Search finished for the next optimal point.
Time taken: 0.9616
Function value obtained: -0.0792
Current minimum: -0.1207
Iteration No: 179 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Iteration No: 179 ended. Search finished for the next optimal point.
Time taken: 1.3562
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 180 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Iteration No: 180 ended. Search finished for the next optimal point.
Time taken: 0.7026
Function value obtained: -0.1188
Current minimum: -0.1207
Iteration No: 181 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Iteration No: 181 ended. Search finished for the next optimal point.
Time taken: 0.7973
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 182 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Iteration No: 182 ended. Search finished for the next optimal point.
Time taken: 1.0171
Function value obtained: -0.1075
Current minimum: -0.1207
Iteration No: 183 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Iteration No: 183 ended. Search finished for the next optimal point.
Time taken: 1.1360
Function value obtained: -0.1022
Current minimum: -0.1207
Iteration No: 184 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Iteration No: 184 ended. Search finished for the next optimal point.
Time taken: 0.8272
Function value obtained: -0.0859
Current minimum: -0.1207
Iteration No: 185 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Iteration No: 185 ended. Search finished for the next optimal point.
Time taken: 0.5806
Function value obtained: -0.1199
Current minimum: -0.1207
Iteration No: 186 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Iteration No: 186 ended. Search finished for the next optimal point.
Time taken: 0.5553
Function value obtained: -0.0885
Current minimum: -0.1207
Iteration No: 187 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Iteration No: 187 ended. Search finished for the next optimal point.
Time taken: 1.3932
Function value obtained: -0.0861
Current minimum: -0.1207
Iteration No: 188 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Iteration No: 188 ended. Search finished for the next optimal point.
Time taken: 0.7789
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 189 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Iteration No: 189 ended. Search finished for the next optimal point.
Time taken: 0.9634
Function value obtained: -0.0655
Current minimum: -0.1207
Iteration No: 190 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Iteration No: 190 ended. Search finished for the next optimal point.
Time taken: 0.6703
Function value obtained: -0.1183
Current minimum: -0.1207
Iteration No: 191 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Iteration No: 191 ended. Search finished for the next optimal point.
Time taken: 0.7127
Function value obtained: -0.0953
Current minimum: -0.1207
Iteration No: 192 started. Searching for the next optimal point.
Epoch 0
Iteration No: 192 ended. Search finished for the next optimal point.
Time taken: 0.4379
Function value obtained: -0.0774
Current minimum: -0.1207
Iteration No: 193 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Iteration No: 193 ended. Search finished for the next optimal point.
Time taken: 1.5707
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 194 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Iteration No: 194 ended. Search finished for the next optimal point.
Time taken: 0.7588
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 195 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Iteration No: 195 ended. Search finished for the next optimal point.
Time taken: 0.8096
Function value obtained: -0.0888
Current minimum: -0.1207
Iteration No: 196 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Iteration No: 196 ended. Search finished for the next optimal point.
Time taken: 2.4888
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 197 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Iteration No: 197 ended. Search finished for the next optimal point.
Time taken: 0.7985
Function value obtained: -0.0941
Current minimum: -0.1207
Iteration No: 198 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 198 ended. Search finished for the next optimal point.
Time taken: 0.5974
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 199 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Iteration No: 199 ended. Search finished for the next optimal point.
Time taken: 0.4979
Function value obtained: -0.1152
Current minimum: -0.1207
Iteration No: 200 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Iteration No: 200 ended. Search finished for the next optimal point.
Time taken: 0.8500
Function value obtained: -0.0788
Current minimum: -0.1207
Iteration No: 201 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Epoch 58
Iteration No: 201 ended. Search finished for the next optimal point.
Time taken: 0.8686
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 202 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Iteration No: 202 ended. Search finished for the next optimal point.
Time taken: 0.8507
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 203 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Iteration No: 203 ended. Search finished for the next optimal point.
Time taken: 0.9364
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 204 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Iteration No: 204 ended. Search finished for the next optimal point.
Time taken: 0.7987
Function value obtained: -0.1187
Current minimum: -0.1207
Iteration No: 205 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Iteration No: 205 ended. Search finished for the next optimal point.
Time taken: 0.7688
Function value obtained: -0.1179
Current minimum: -0.1207
Iteration No: 206 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Iteration No: 206 ended. Search finished for the next optimal point.
Time taken: 1.0636
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 207 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Epoch 58
Epoch 59
Iteration No: 207 ended. Search finished for the next optimal point.
Time taken: 2.4879
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 208 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Epoch 58
Iteration No: 208 ended. Search finished for the next optimal point.
Time taken: 1.4723
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 209 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Iteration No: 209 ended. Search finished for the next optimal point.
Time taken: 2.9620
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 210 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Iteration No: 210 ended. Search finished for the next optimal point.
Time taken: 2.7639
Function value obtained: -0.0757
Current minimum: -0.1207
Iteration No: 211 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Epoch 58
Iteration No: 211 ended. Search finished for the next optimal point.
Time taken: 1.7351
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 212 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Epoch 58
Iteration No: 212 ended. Search finished for the next optimal point.
Time taken: 2.1074
Function value obtained: -0.0695
Current minimum: -0.1207
Iteration No: 213 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Epoch 58
Iteration No: 213 ended. Search finished for the next optimal point.
Time taken: 1.4430
Function value obtained: -0.1199
Current minimum: -0.1207
Iteration No: 214 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Epoch 58
Iteration No: 214 ended. Search finished for the next optimal point.
Time taken: 1.2341
Function value obtained: -0.0914
Current minimum: -0.1207
Iteration No: 215 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Iteration No: 215 ended. Search finished for the next optimal point.
Time taken: 1.2244
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 216 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Iteration No: 216 ended. Search finished for the next optimal point.
Time taken: 0.9075
Function value obtained: -0.1187
Current minimum: -0.1207
Iteration No: 217 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Iteration No: 217 ended. Search finished for the next optimal point.
Time taken: 1.3030
Function value obtained: -0.1171
Current minimum: -0.1207
Iteration No: 218 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Epoch 58
Iteration No: 218 ended. Search finished for the next optimal point.
Time taken: 0.9367
Function value obtained: -0.1188
Current minimum: -0.1207
Iteration No: 219 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Iteration No: 219 ended. Search finished for the next optimal point.
Time taken: 1.0291
Function value obtained: -0.0911
Current minimum: -0.1207
Iteration No: 220 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Iteration No: 220 ended. Search finished for the next optimal point.
Time taken: 1.9205
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 221 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Epoch 58
Epoch 59
Iteration No: 221 ended. Search finished for the next optimal point.
Time taken: 2.4140
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 222 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Iteration No: 222 ended. Search finished for the next optimal point.
Time taken: 0.9739
Function value obtained: -0.1188
Current minimum: -0.1207
Iteration No: 223 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Iteration No: 223 ended. Search finished for the next optimal point.
Time taken: 1.0400
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 224 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Iteration No: 224 ended. Search finished for the next optimal point.
Time taken: 1.0213
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 225 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Iteration No: 225 ended. Search finished for the next optimal point.
Time taken: 1.1001
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 226 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Epoch 58
Iteration No: 226 ended. Search finished for the next optimal point.
Time taken: 3.1967
Function value obtained: -0.0690
Current minimum: -0.1207
Iteration No: 227 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Iteration No: 227 ended. Search finished for the next optimal point.
Time taken: 3.5534
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 228 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Iteration No: 228 ended. Search finished for the next optimal point.
Time taken: 3.5506
Function value obtained: -0.1188
Current minimum: -0.1207
Iteration No: 229 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Iteration No: 229 ended. Search finished for the next optimal point.
Time taken: 2.3241
Function value obtained: -0.1072
Current minimum: -0.1207
Iteration No: 230 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Iteration No: 230 ended. Search finished for the next optimal point.
Time taken: 2.8942
Function value obtained: -0.0812
Current minimum: -0.1207
Iteration No: 231 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Iteration No: 231 ended. Search finished for the next optimal point.
Time taken: 3.1858
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 232 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Iteration No: 232 ended. Search finished for the next optimal point.
Time taken: 0.9961
Function value obtained: -0.0979
Current minimum: -0.1207
Iteration No: 233 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 233 ended. Search finished for the next optimal point.
Time taken: 0.5491
Function value obtained: -0.1190
Current minimum: -0.1207
Iteration No: 234 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Iteration No: 234 ended. Search finished for the next optimal point.
Time taken: 3.2785
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 235 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Iteration No: 235 ended. Search finished for the next optimal point.
Time taken: 2.7858
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 236 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Epoch 58
Iteration No: 236 ended. Search finished for the next optimal point.
Time taken: 3.4847
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 237 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Iteration No: 237 ended. Search finished for the next optimal point.
Time taken: 2.9360
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 238 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Epoch 58
Iteration No: 238 ended. Search finished for the next optimal point.
Time taken: 3.6438
Function value obtained: -0.1180
Current minimum: -0.1207
Iteration No: 239 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 239 ended. Search finished for the next optimal point.
Time taken: 0.5128
Function value obtained: -0.1102
Current minimum: -0.1207
Iteration No: 240 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Iteration No: 240 ended. Search finished for the next optimal point.
Time taken: 0.6007
Function value obtained: -0.0671
Current minimum: -0.1207
Iteration No: 241 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Iteration No: 241 ended. Search finished for the next optimal point.
Time taken: 1.0095
Function value obtained: -0.0924
Current minimum: -0.1207
Iteration No: 242 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Iteration No: 242 ended. Search finished for the next optimal point.
Time taken: 0.7544
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 243 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Iteration No: 243 ended. Search finished for the next optimal point.
Time taken: 0.9211
Function value obtained: -0.1167
Current minimum: -0.1207
Iteration No: 244 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Iteration No: 244 ended. Search finished for the next optimal point.
Time taken: 0.6464
Function value obtained: -0.1188
Current minimum: -0.1207
Iteration No: 245 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Iteration No: 245 ended. Search finished for the next optimal point.
Time taken: 2.9541
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 246 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Epoch 47
Epoch 48
Epoch 49
Epoch 50
Epoch 51
Epoch 52
Epoch 53
Epoch 54
Epoch 55
Epoch 56
Epoch 57
Epoch 58
Iteration No: 246 ended. Search finished for the next optimal point.
Time taken: 2.3933
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 247 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Iteration No: 247 ended. Search finished for the next optimal point.
Time taken: 1.3156
Function value obtained: -0.1201
Current minimum: -0.1207
Iteration No: 248 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Epoch 8
Epoch 9
Epoch 10
Epoch 11
Epoch 12
Epoch 13
Epoch 14
Epoch 15
Epoch 16
Epoch 17
Epoch 18
Epoch 19
Epoch 20
Epoch 21
Epoch 22
Epoch 23
Epoch 24
Epoch 25
Epoch 26
Epoch 27
Epoch 28
Epoch 29
Epoch 30
Epoch 31
Epoch 32
Epoch 33
Epoch 34
Epoch 35
Epoch 36
Epoch 37
Epoch 38
Epoch 39
Epoch 40
Epoch 41
Epoch 42
Epoch 43
Epoch 44
Epoch 45
Epoch 46
Iteration No: 248 ended. Search finished for the next optimal point.
Time taken: 1.3173
Function value obtained: -0.0753
Current minimum: -0.1207
Iteration No: 249 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Iteration No: 249 ended. Search finished for the next optimal point.
Time taken: 0.6401
Function value obtained: -0.1183
Current minimum: -0.1207
Iteration No: 250 started. Searching for the next optimal point.
Epoch 0
Epoch 1
Epoch 2
Epoch 3
Epoch 4
Epoch 5
Epoch 6
Epoch 7
Iteration No: 250 ended. Search finished for the next optimal point.
Time taken: 0.4769
Function value obtained: -0.1122
Current minimum: -0.1207
In [261]:
print('Maximimum p@k found: {:6.5f}'.format(-res_fm.fun))
print('Optimal parameters:')
params = ['epochs', 'learning_rate', 'no_components', 'alpha']
for (p, x_) in zip(params, res_fm.x):
print('{}: {}'.format(p, x_))
Maximimum p@k found: 0.12065
Optimal parameters:
epochs: 2
learning_rate: 0.061975471988
no_components: 169
alpha: 0.00868908522431
In [265]:
check(train, test,alpha=0.00868908522431, no_components=169, learning_rate=0.061975471988,epochs=2 )
The dataset has 12011 users and 117 items, with 1734 interactions in the test and 5952 interactions in the training set.
Precision: train 0.11, test 0.10.
AUC: train 0.69, test 0.72.
In [252]:
alpha = 1e-2
epochs = 70
adagrad_model = LightFM(no_components=30,
loss='warp',
learning_schedule='adagrad',
user_alpha=alpha,
item_alpha=alpha, learning_rate=0.0005)
adadelta_model = LightFM(no_components=30,
loss='warp',
learning_schedule='adadelta',
user_alpha=alpha,
item_alpha=alpha, learning_rate=0.0005)
adagrad_auc = []
for epoch in range(epochs):
adagrad_model.fit_partial(train, epochs=1)
adagrad_auc.append(auc_score(adagrad_model, test).mean())
adadelta_auc = []
for epoch in range(epochs):
adadelta_model.fit_partial(train, epochs=1)
adadelta_auc.append(auc_score(adadelta_model, test).mean())
In [253]:
x = np.arange(len(adagrad_auc))
plt.plot(x, np.array(adagrad_auc))
plt.plot(x, np.array(adadelta_auc))
plt.legend(['adagrad', 'adadelta'], loc='lower right')
plt.show()
In [ ]:
Content source: ehudbaumatz/recsys
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