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descrizioni_features.txt
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descrizioni_features.txt
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Collection(Database(MongoClient(host=['localhost:27017'], document_class=dict, tz_aware=False, connect=True), 'prova'), 'coll')
<class 'pandas.core.frame.DataFrame'>
author ... type
0 JEREMY W. PETERS ... real
1 STEVE EDER ... real
2 MAGGIE HABERMAN ASHLEY PARKER ... real
3 NELSON D. SCHWARTZ SUI-LEE WEE ... real
4 MAGGIE HABERMAN ... real
5 ERIC LIPTON ... real
6 THE ASSOCIATED PRESS ... real
7 SARAH MASLIN NIR ... real
8 VIVIAN YEE ... real
9 MATTHEW GOLDSTEIN ... real
10 MICHAEL COOPER ... real
11 ALAN RAPPEPORT MICHAEL D. SHEAR CARL HULSE ... real
12 STEVE EDER ... real
13 KATIE ROGERS ... real
14 STEVE EDER ... real
15 JACOB BERNSTEIN ... real
16 CHARLES V. BAGLI ... real
17 THE EDITORIAL BOARD ... real
18 THE EDITORIAL BOARD ... real
19 MICHAEL D. SHEAR ERIC LIPTON ... real
20 MICHAEL M. GRYNBAUM ... real
21 Vanessa Friedman ... real
22 PETER WILKINSON ... real
23 DAVID W. DUNLAP ... real
24 RUSS BUETTNER ... real
25 J. DAVID GOODMAN ... real
26 LISA W. FODERARO ... real
27 DAVID W. DUNLAP J. DAVID GOODMAN ... real
28 HANNAH SELIGSON ... real
29 DANNY HAKIM ERIC LIPTON ... real
... ... ... ...
19739 No author ... real
19740 No author ... real
19741 No author ... real
19742 No author ... real
19743 No author ... real
19744 No author ... real
19745 No author ... real
19746 No author ... real
19747 No author ... real
19748 No author ... real
19749 No author ... real
19750 No author ... real
19751 No author ... real
19752 No author ... real
19753 No author ... real
19754 No author ... real
19755 No author ... real
19756 No author ... real
19757 No author ... real
19758 No author ... real
19759 No author ... real
19760 No author ... real
19761 No author ... real
19762 No author ... real
19763 No author ... real
19764 No author ... real
19765 No author ... real
19766 No author ... real
19767 No author ... real
19768 No author ... real
[19769 rows x 37 columns]
data set
+----+-----+
|type|count|
+----+-----+
|real| 8073|
|fake|11696|
+----+-----+
+--------------------+--------------------+--------+-------+-----------+---+--------+-----+--------------------+---------------+----------------+---------------+----------------+-------------------------+--------------------------+----------------------------+-----------------------------+----------------+-----------------+-----------------+------------------+-----------------+------------------+-------------------------+--------------------------+---------------------+-------------+-------------+------------------+-------------+------+----------+------------+----+
| author|avg_word_length_text|comments|country|domain_rank|key|language|likes| main_img_url|num_adj_in_text|num_adj_in_title|num_adv_in_text|num_adv_in_title|num_capital_words_in_text|num_capital_words_in_title|num_exclamation_mark_in_text|num_exclamation_mark_in_title|num_noun_in_text|num_noun_in_title|num_propn_in_text|num_propn_in_title|num_punct_in_text|num_punct_in_title|num_question_mark_in_text|num_question_mark_in_title|num_sentences_in_text|num_word_text|ord_in_thread|participants_count|replies_count|shares|spam_score|thread_title|type|
+--------------------+--------------------+--------+-------+-----------+---+--------+-----+--------------------+---------------+----------------+---------------+----------------+-------------------------+--------------------------+----------------------------+-----------------------------+----------------+-----------------+-----------------+------------------+-----------------+------------------+-------------------------+--------------------------+---------------------+-------------+-------------+------------------+-------------+------+----------+------------+----+
| JEREMY W. PETERS| 4.6045694200351495| 0.0| US| 0| 0| english| 0.0|https://static01....| 65| 0| 55| 0| 230| 8| 0| 0| 229| 1| 174| 6| 159| 2| 2| 0| 54| 1138| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
|MAGGIE HABERMAN A...| 4.415641476274165| 0.0| US| 0| 2| english| 0.0|https://static01....| 76| 0| 53| 1| 189| 11| 1| 0| 189| 1| 145| 6| 124| 1| 1| 0| 42| 1138| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
| ERIC LIPTON| 4.7277970011534025| 0.0| US| 0| 5| english| 0.0|https://static01....| 46| 0| 31| 0| 174| 9| 0| 0| 177| 1| 139| 7| 83| 0| 0| 0| 29| 867| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
|THE ASSOCIATED PRESS| 4.425876010781671| 0.0| US| 0| 6| english| 0.0|https://t4.rbxcdn...| 18| 0| 11| 0| 92| 7| 0| 0| 68| 0| 74| 6| 39| 0| 0| 0| 16| 371| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
| SARAH MASLIN NIR| 4.382521489971347| 0.0| US| 0| 7| english| 0.0|https://static01....| 58| 0| 63| 0| 247| 9| 3| 0| 272| 1| 177| 5| 198| 1| 2| 0| 65| 1396| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
| VIVIAN YEE| 4.575936883629192| 0.0| US| 0| 8| english| 0.0|https://static01....| 126| 0| 76| 0| 276| 8| 0| 0| 288| 2| 197| 4| 212| 0| 2| 0| 72| 1521| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
| MATTHEW GOLDSTEIN| 4.756055363321799| 0.0| US| 0| 9| english| 0.0|https://static01....| 33| 0| 20| 1| 112| 8| 1| 0| 123| 0| 82| 4| 56| 0| 0| 0| 23| 578| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
| MICHAEL COOPER| 4.384020618556701| 0.0| US| 0| 10| english| 0.0|https://static01....| 75| 0| 90| 1| 144| 7| 0| 0| 222| 0| 84| 3| 136| 3| 7| 1| 57| 1164| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
| KATIE ROGERS| 4.245173745173745| 0.0| US| 0| 13| english| 0.0|https://static01....| 48| 0| 54| 0| 182| 7| 0| 0| 215| 1| 115| 6| 137| 1| 2| 0| 53| 1036| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
| JACOB BERNSTEIN| 4.544412607449857| 0.0| US| 0| 15| english| 0.0|https://static01....| 101| 0| 97| 0| 298| 5| 0| 0| 342| 2| 216| 1| 209| 0| 3| 0| 74| 1745| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
| THE EDITORIAL BOARD| 4.712218649517685| 0.0| US| 0| 17| english| 0.0|https://static01....| 46| 0| 33| 0| 101| 4| 1| 0| 136| 0| 66| 4| 64| 0| 2| 0| 24| 622| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
| THE EDITORIAL BOARD| 4.9787234042553195| 0.0| US| 0| 18| english| 0.0|https://static01....| 46| 0| 29| 0| 154| 4| 0| 0| 171| 1| 113| 3| 67| 0| 0| 0| 33| 799| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
|MICHAEL D. SHEAR ...| 4.7391608391608395| 0.0| US| 0| 19| english| 0.0|https://static01....| 89| 0| 48| 1| 254| 10| 2| 0| 286| 1| 185| 5| 132| 0| 0| 0| 52| 1430| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
| MICHAEL M. GRYNBAUM| 4.397363465160075| 0.0| US| 0| 20| english| 0.0|https://static01....| 63| 0| 43| 0| 204| 9| 0| 0| 226| 3| 144| 4| 130| 2| 0| 0| 46| 1062| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
| Vanessa Friedman| 4.62039312039312| 0.0| US| 0| 21| english| 0.0|https://static01....| 47| 0| 41| 0| 139| 7| 0| 0| 173| 2| 108| 4| 103| 0| 0| 0| 25| 814| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
| PETER WILKINSON| 4.397269624573378| 0.0| US| 0| 22| english| 0.0|https://static01....| 113| 1| 82| 0| 275| 8| 8| 0| 281| 2| 170| 3| 238| 0| 3| 0| 85| 1465| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
| DAVID W. DUNLAP| 4.636518771331058| 0.0| US| 0| 23| english| 0.0|https://static01....| 34| 0| 24| 0| 138| 11| 0| 0| 108| 2| 103| 4| 64| 2| 0| 0| 25| 586| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
| J. DAVID GOODMAN| 4.475138121546961| 0.0| US| 0| 25| english| 0.0|https://static01....| 63| 0| 43| 0| 162| 11| 0| 0| 167| 0| 146| 7| 96| 3| 0| 0| 28| 905| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
| LISA W. FODERARO| 4.525154457193292| 0.0| US| 0| 26| english| 0.0|https://static01....| 74| 0| 43| 1| 186| 12| 0| 0| 257| 1| 140| 7| 132| 2| 1| 0| 48| 1133| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
| HANNAH SELIGSON| 4.627586206896551| 0.0| US| 0| 28| english| 0.0|https://static01....| 85| 0| 63| 1| 214| 5| 0| 0| 217| 2| 149| 0| 135| 0| 2| 0| 48| 1160| 0.0| 0.0| 0.0| 0.0| 0.0| 0|real|
+--------------------+--------------------+--------+-------+-----------+---+--------+-----+--------------------+---------------+----------------+---------------+----------------+-------------------------+--------------------------+----------------------------+-----------------------------+----------------+-----------------+-----------------+------------------+-----------------+------------------+-------------------------+--------------------------+---------------------+-------------+-------------+------------------+-------------+------+----------+------------+----+
only showing top 20 rows
DataFrame[summary: string, author: string, avg_word_length_text: string, comments: string, country: string, domain_rank: string, key: string, language: string, likes: string, main_img_url: string, num_adj_in_text: string, num_adj_in_title: string, num_adv_in_text: string, num_adv_in_title: string, num_capital_words_in_text: string, num_capital_words_in_title: string, num_exclamation_mark_in_text: string, num_exclamation_mark_in_title: string, num_noun_in_text: string, num_noun_in_title: string, num_propn_in_text: string, num_propn_in_title: string, num_punct_in_text: string, num_punct_in_title: string, num_question_mark_in_text: string, num_question_mark_in_title: string, num_sentences_in_text: string, num_word_text: string, ord_in_thread: string, participants_count: string, replies_count: string, shares: string, spam_score: string, thread_title: string, type: string]
training set
+----+-----+
|type|count|
+----+-----+
|real| 6482|
|fake| 9271|
+----+-----+
test set
+----+-----+
|type|count|
+----+-----+
|real| 1591|
|fake| 2425|
+----+-----+
author
author count
0 No author 4737
1 admin 193
2 American News 124
3 Starkman 84
4 Pakalert 82
5 Alex Ansary 82
6 Eddy Lavine 80
7 Gillian 80
8 noreply@blogger.com (Alexander Light) 79
9 Anonymous 79
10 IWB 79
11 Editor 76
12 The Doc 75
13 BareNakedIslam 73
14 The European Union Times 73
15 Dave Hodges 73
16 Henry Wolff 70
17 Kaitlyn Stegall 69
18 The Saker 65
19 Activist Post 64
20 David Stockman 63
21 Iron Sheik 62
22 noreply@blogger.com (Der Postillon) 62
23 King World News 60
24 shorty 60
25 Heather Callaghan 57
26 Mac Slavo 57
27 wmw_admin 57
28 Geoffrey Grider 56
29 Jack Shafer 56
... ... ...
3459 Nicole Friedman Laura Saunders Richard Rubin 1
3460 Ben White Eli Stokols Alex Isenstadt Marc Capu... 1
3461 <U+201C>Shoot First Ask Questions Later<U+201D... 1
3462 Ron 1
3463 Jhayla Walls 1
3464 Sky News 1
3465 Flying Wombat 1
3466 Rebecca Healy 1
3467 KAREN WORKMAN LISA IABONI 1
3468 STEVE EDER NICHOLAS CONFESSORE 1
3469 Matthew Nussbaum Matthew Nussbaum Jack Shafer 1
3470 Madeline Conway Jack Shafer Michael Grunwald 1
3471 Darren Samuelsohn Hadas Gold Matthew Nussbaum ... 1
3472 Marietta Peverelli 1
3473 Ron Madden 1
3474 Svetlana Arkhangelskaya, special to RBTH 1
3475 Alexey Mosko, Evgenia Mosko 1
3476 Shaun Bradley 1
3477 dylan20 1
3478 I am a Man I am... 1
3479 DAN BILEFSKY HANA de GOEIJ 1
3480 MARK LANDLER ASHLEY PARKER 1
3481 Alex Isenstadt Shane Goldmacher Annie Karni No... 1
3482 Rakiha geevinda 1
3483 Captain Community 1
3484 The Political Edit 1
3485 Lisa Egan 1
3486 Rev. Peter M. J. Stravinskas, Ph.D., S.T.D. 1
3487 RBTH, Ekaterina Gorlitsyna 1
3488 Victor Smith 1
[3489 rows x 2 columns]
count 15753
unique 3489
top (No author,)
freq 4737
dtype: object
+-------+------------+
|summary| author|
+-------+------------+
| count| 15753|
| mean| 1777.0|
| stddev| NaN|
| min|# 1 NWO Hatr|
| max| youknowwho.|
+-------+------------+
None
avg_word_length_text
avg_word_length_text count
0 3.000000 119
1 5.000000 70
2 5.444444 43
3 4.000000 32
4 4.500000 31
5 4.352459 31
6 5.560185 26
7 5.875000 25
8 4.333333 23
9 4.750000 22
10 5.272727 21
11 4.800000 18
12 6.000000 17
13 4.666667 16
14 5.500000 15
15 4.321429 12
16 4.050000 12
17 5.103586 12
18 5.538462 11
19 4.250000 11
20 4.600000 10
21 4.615385 9
22 4.125000 9
23 4.628571 9
24 4.400000 9
25 4.360215 8
26 4.473684 8
27 4.756164 8
28 4.818182 8
29 4.200000 8
... ... ...
13567 4.963504 1
13568 5.275510 1
13569 5.793103 1
13570 4.676617 1
13571 4.912075 1
13572 4.970874 1
13573 4.818841 1
13574 4.774436 1
13575 4.776081 1
13576 4.418605 1
13577 4.359669 1
13578 5.123853 1
13579 4.604610 1
13580 4.500383 1
13581 4.734403 1
13582 4.859477 1
13583 4.259169 1
13584 4.968716 1
13585 4.660574 1
13586 4.677632 1
13587 4.990044 1
13588 4.817468 1
13589 4.430887 1
13590 4.672196 1
13591 4.470395 1
13592 4.681548 1
13593 4.749758 1
13594 5.012072 1
13595 4.528682 1
13596 4.658723 1
[13597 rows x 2 columns]
count 15753
unique 13597
top (3.0,)
freq 119
dtype: object
+-------+--------------------+
|summary|avg_word_length_text|
+-------+--------------------+
| count| 15753|
| mean| 4.783150905259678|
| stddev| 0.9577621771502338|
| min| 2.3070866141732282|
| max| 89.0|
+-------+--------------------+
None
comments
comments count
0 0.0 11715
1 NaN 2556
2 1.0 134
3 2.0 61
4 3.0 59
5 4.0 44
6 5.0 41
7 10.0 27
8 6.0 27
9 8.0 24
10 9.0 24
11 7.0 23
12 13.0 23
13 15.0 22
14 11.0 20
15 16.0 20
16 12.0 19
17 14.0 18
18 17.0 13
19 22.0 12
20 18.0 11
21 85.0 11
22 25.0 10
23 23.0 10
24 19.0 10
25 26.0 10
26 24.0 9
27 21.0 8
28 32.0 8
29 29.0 7
.. ... ...
465 1121.0 1
466 683.0 1
467 680.0 1
468 756.0 1
469 1183.0 1
470 447.0 1
471 754.0 1
472 209.0 1
473 306.0 1
474 520.0 1
475 226.0 1
476 830.0 1
477 1077.0 1
478 570.0 1
479 753.0 1
480 2014.0 1
481 1603.0 1
482 470.0 1
483 2096.0 1
484 458.0 1
485 666.0 1
486 543.0 1
487 313.0 1
488 406.0 1
489 174.0 1
490 398.0 1
491 158.0 1
492 2005.0 1
493 417.0 1
494 322.0 1
[495 rows x 2 columns]
count 15753
unique 3050
top (0.0,)
freq 11715
dtype: object
+-------+--------+
|summary|comments|
+-------+--------+
| count| 15753|
| mean| NaN|
| stddev| NaN|
| min| 0.0|
| max| NaN|
+-------+--------+
None
country
country count
0 US 11484
1 No country 2694
2 GB 573
3 DE 175
4 RU 170
5 TV 161
6 EU 96
7 IS 84
8 CA 76
9 ES 71
10 FR 44
11 NL 33
12 ME 24
13 IN 21
14 BG 15
15 CO 13
16 LI 8
17 ZA 3
18 EE 2
19 IR 2
20 SG 2
21 AU 1
22 SE 1
count 15753
unique 23
top (US,)
freq 11484
dtype: object
+-------+-------+
|summary|country|
+-------+-------+
| count| 15753|
| mean| null|
| stddev| null|
| min| AU|
| max| ZA|
+-------+-------+
None
domain_rank
domain_rank count
0 0 9771
1 23405 90
2 22891 87
3 17423 87
4 58305 86
5 54210 85
6 85288 84
7 14170 84
8 32398 84
9 75353 84
10 18369 83
11 2182 83
12 26413 83
13 23950 83
14 93150 83
15 10352 83
16 10414 83
17 41475 82
18 93026 82
19 30890 82
20 68691 82
21 62759 82
22 18533 82
23 25709 81
24 6659 81
25 84363 81
26 68648 81
27 43665 81
28 23040 80
29 12387 80
.. ... ...
88 70635 7
89 18896 7
90 14716 6
91 7587 6
92 39980 5
93 42160 4
94 88660 4
95 91245 4
96 12191 4
97 3734 3
98 65917 2
99 14958 2
100 65078 2
101 553 2
102 28149 2
103 17366 2
104 87365 2
105 32069 2
106 48175 1
107 19116 1
108 78345 1
109 21114 1
110 49688 1
111 42575 1
112 72287 1
113 78393 1
114 25842 1
115 57497 1
116 62087 1
117 67959 1
[118 rows x 2 columns]
count 15753
unique 118
top (0,)
freq 9771
dtype: object
+-------+------------------+
|summary| domain_rank|
+-------+------------------+
| count| 15753|
| mean|15698.230305338666|
| stddev|25934.379006647043|
| min| 0|
| max| 98679|
+-------+------------------+
None
key
key count
0 26 1
1 29 1
2 474 1
3 1677 1
4 1697 1
5 1950 1
6 2040 1
7 2214 1
8 2250 1
9 2453 1
10 2927 1
11 3091 1
12 3764 1
13 4590 1
14 4823 1
15 5385 1
16 5409 1
17 5556 1
18 6721 1
19 7225 1
20 7747 1
21 8075 1
22 8440 1
23 8484 1
24 9233 1
25 9458 1
26 9715 1
27 9945 1
28 9968 1
29 10422 1
... ... ...
15723 12817 1
15724 12853 1
15725 13270 1
15726 13302 1
15727 13480 1
15728 13578 1
15729 13812 1
15730 14174 1
15731 14301 1
15732 14340 1
15733 14487 1
15734 14850 1
15735 15012 1
15736 15096 1
15737 15130 1
15738 15168 1
15739 15209 1
15740 15243 1
15741 16421 1
15742 16423 1
15743 16628 1
15744 16824 1
15745 17230 1
15746 17961 1
15747 18224 1
15748 18962 1
15749 19009 1
15750 19260 1
15751 19553 1
15752 19570 1
[15753 rows x 2 columns]
count 15753
unique 15753
top (17977,)
freq 1
dtype: object
+-------+------------------+
|summary| key|
+-------+------------------+
| count| 15753|
| mean|10009.080365644639|
| stddev| 5823.191815089779|
| min| 0|
| max| 20012|
+-------+------------------+
None
language
language count
0 english 15493
1 spanish 130
2 german 86
3 french 27
4 italian 7
5 portuguese 7
6 dutch 3
count 15753
unique 7
top (english,)
freq 15493
dtype: object
+-------+--------+
|summary|language|
+-------+--------+
| count| 15753|
| mean| null|
| stddev| null|
| min| dutch|
| max| spanish|
+-------+--------+
None
likes
likes count
0 0.0 12938
1 NaN 2556
2 2.0 13
3 3.0 10
4 1.0 9
5 8.0 5
6 4.0 4
7 25.0 3
8 197.0 3
9 72.0 3
10 60.0 3
11 61.0 3
12 38.0 3
13 95.0 3
14 185.0 3
15 9.0 3
16 16.0 3
17 168.0 2
18 7.0 2
19 235.0 2
20 469.0 2
21 893.0 2
22 518.0 2
23 104.0 2
24 114.0 2
25 37.0 2
26 204.0 2
27 248.0 2
28 45.0 2
29 14.0 2
.. ... ...
146 211.0 1
147 194.0 1
148 99.0 1
149 188.0 1
150 131.0 1
151 283.0 1
152 569.0 1
153 912.0 1
154 92.0 1
155 172.0 1
156 880.0 1
157 472.0 1
158 20.0 1
159 716.0 1
160 623.0 1
161 52.0 1
162 97.0 1
163 517.0 1
164 614.0 1
165 635.0 1
166 363.0 1
167 828.0 1
168 988.0 1
169 666.0 1
170 406.0 1
171 382.0 1
172 512.0 1
173 474.0 1
174 539.0 1
175 322.0 1
[176 rows x 2 columns]
count 15753
unique 2731
top (0.0,)
freq 12938
dtype: object
+-------+-----+
|summary|likes|
+-------+-----+
| count|15753|
| mean| NaN|
| stddev| NaN|
| min| 0.0|
| max| NaN|
+-------+-----+
None
main_img_url
main_img_url count
0 https://t4.rbxcdn.com/c5695e5f087535e2066dc473... 6838
1 http://www.fromthetrenchesworldreport.com/wp-c... 88
2 https://www.lewrockwell.com//wp-content/themes... 83
3 http://www.blacklistednews.com/images/blacklis... 82
4 http://www.amren.com/wp-content/uploads/2014/0... 77
5 http://i1.wp.com/www.counterpunch.org/wp-conte... 61
6 http://www.unz.com/wp-content/themes/unzSite/I... 49
7 http://www.truth-out.org/tologo.jpg 40
8 http://static.infowars.com/images/INFOWARS_sta... 38
9 https://s0.wp.com/i/blank.jpg 32
10 http://media.breitbart.com/media/2016/09/wi/af... 30
11 http://www.shiftfrequency.com/wp-content/uploa... 19
12 http://www.opednews.com/populum/images/fblogo.gif 16
13 http://news.antiwar.com/wp-content/uploads/201... 16
14 http://anonhq.com/wp-content/uploads/2016/10/j... 16
15 http://ronpaulinstitute.org/media/119923/rplib... 15
16 http://beforeitsnews.com/contributor/upload/10... 15
17 http://www.thecommonsenseshow.com/siteupload/2... 13
18 http://news.antiwar.com/wp-content/uploads/201... 12
19 http://www.truth-out.org/images/Images_2016_10... 11
20 //cdn.rbth.com/special/rbth-default-image.png 10
21 http://sgtreport.com/wp-content/uploads/2012/0... 10
22 http://www.truth-out.org/images/Images_2016_10... 10
23 http://images.spoof-media.com/thespoof// 9
24 http://files.abovetopsecret.com/images/ats13.jpg 9
25 http://www.therussophile.org/wp-content/upload... 9
26 http://theeconomiccollapseblog.com/wp-content/... 9
27 http://media.breitbart.com/media/2016/04/tmj.jpg 8
28 http://www.shiftfrequency.com/wp-content/uploa... 7
29 http://files.abovetopsecret.com/images/ats2.jpg 7
... ... ...
7747 https://si.wsj.net/public/resources/images/BN-... 1
7748 http://4cz405lqwwv3o2xxn2g3y8ag.wpengine.netdn... 1
7749 https://si.wsj.net/public/resources/images/BN-... 1
7750 https://static01.nyt.com/images/2016/10/18/opi... 1
7751 http://static2.politico.com/dims4/default/6e47... 1
7752 https://4.bp.blogspot.com/-rrPVE6rwkMc/WDMbCwa... 1
7753 http://d38zt8ehae1tnt.cloudfront.net/images/ne... 1
7754 http://emtstatic.com/2016/11/ikea.png 1
7755 http://endingthefed.com/wp-content/uploads/201... 1
7756 http://www.endtime.com/wp-content/uploads/2016... 1
7757 http://freedomoutpost.com/wp-content/uploads/2... 1
7758 https://2.bp.blogspot.com/-W9YoGoQbJfo/WCH-Q0_... 1
7759 http://www.ifyouonlynews.com/wp-content/upload... 1
7760 http://www.ifyouonlynews.com/wp-content/upload... 1
7761 http://www.ifyouonlynews.com/wp-content/upload... 1
7762 http://www.ifyouonlynews.com/wp-content/upload... 1
7763 http://kingworldnews.com/wp-content/uploads/20... 1
7764 http://madworldnews.com/wp-content/uploads/201... 1
7765 http://www.mintpressnews.com/wp-content/upload... 1
7766 http://www.mintpressnews.com/wp-content/upload... 1
7767 https://nteb-mudflowermedia.netdna-ssl.com/wp-... 1
7768 https://farm2.static.flickr.com/1692/258614786... 1
7769 http://pravda-team.ru/port/image/preview/artic... 1
7770 http://pravda-team.ru/eng/image/article/1/3/2/... 1
7771 http://thefreethoughtproject.com/wp-content/up... 1
7772 http://www.thepoke.co.uk/wp-content/uploads/20... 1
7773 http://twitchy.com/wp-content/uploads/2016/10/... 1
7774 http://waterfordwhispersnews.com/wp-content/up... 1
7775 http://waterfordwhispersnews.com/wp-content/up... 1
7776 https://2.bp.blogspot.com/-nZpt_d_1Rp4/WDbl00S... 1
[7777 rows x 2 columns]
count 15753
unique 7777
top (https://t4.rbxcdn.com/c5695e5f087535e2066dc47...
freq 6838
dtype: object
+-------+--------------------+
|summary| main_img_url|
+-------+--------------------+
| count| 15753|
| mean| null|
| stddev| null|
| min|//assets3.onionst...|
| max|images/tild3562-3...|
+-------+--------------------+
None
num_adj_in_text
num_adj_in_text count
0 0 428
1 1 395
2 2 271
3 4 225
4 23 215
5 18 211
6 11 210
7 9 209
8 13 207
9 3 206
10 5 205
11 20 205
12 14 204
13 15 204
14 29 202
15 17 202
16 27 201
17 16 197
18 30 195
19 22 194
20 12 192
21 6 191
22 8 191
23 21 187
24 25 181
25 10 180
26 7 173
27 24 170
28 19 164
29 26 161
.. ... ...
384 1204 1
385 233 1
386 308 1
387 568 1
388 298 1
389 289 1
390 692 1
391 372 1
392 313 1
393 393 1
394 457 1
395 445 1
396 297 1
397 358 1
398 300 1
399 676 1
400 387 1
401 1732 1
402 1195 1
403 311 1
404 633 1
405 285 1
406 527 1
407 263 1
408 396 1
409 416 1
410 267 1
411 261 1
412 398 1
413 1147 1
[414 rows x 2 columns]
count 15753
unique 414
top (0,)
freq 428
dtype: object
+-------+-----------------+
|summary| num_adj_in_text|
+-------+-----------------+
| count| 15753|
| mean|55.80022852789945|
| stddev|67.35974288740547|
| min| 0|
| max| 1732|
+-------+-----------------+
None
num_adj_in_title
num_adj_in_title count
0 0 10091
1 1 4133
2 2 1127
3 3 301
4 4 73
5 5 18
6 6 6
7 7 2
8 10 1
9 8 1
count 15753
unique 10
top (0,)
freq 10091
dtype: object
+-------+------------------+
|summary| num_adj_in_title|
+-------+------------------+
| count| 15753|
| mean|0.4913349838126071|
| stddev|0.7824196440019339|
| min| 0|
| max| 10|
+-------+------------------+
None
num_adv_in_text
num_adv_in_text count
0 0 689
1 1 376
2 2 361
3 3 303
4 6 299
5 11 299
6 7 292
7 4 291
8 8 286
9 14 281
10 24 281
11 16 277
12 9 275
13 20 268
14 5 267
15 12 265
16 13 259
17 10 256
18 17 252
19 22 247
20 21 246
21 19 243
22 18 240
23 15 237
24 23 227
25 26 211
26 25 206
27 28 201
28 27 198
29 29 195
.. ... ...
317 171 1
318 639 1
319 260 1
320 269 1
321 265 1
322 244 1
323 164 1
324 1973 1
325 722 1
326 302 1
327 172 1
328 298 1
329 410 1
330 216 1
331 238 1
332 223 1
333 312 1
334 297 1
335 231 1
336 569 1
337 566 1
338 721 1
339 251 1
340 285 1
341 183 1
342 1521 1
343 336 1
344 357 1
345 398 1
346 1286 1
[347 rows x 2 columns]
count 15753
unique 347
top (0,)
freq 689
dtype: object
+-------+-----------------+
|summary| num_adv_in_text|
+-------+-----------------+
| count| 15753|
| mean|40.31067098330477|
| stddev|57.53224722103836|
| min| 0|
| max| 1973|
+-------+-----------------+
None
num_adv_in_title
num_adv_in_title count
0 0 11766
1 1 3064
2 2 740
3 3 134
4 4 44
5 5 3
6 6 2
count 15753
unique 7
top (0,)
freq 11766
dtype: object
+-------+------------------+
|summary| num_adv_in_title|
+-------+------------------+
| count| 15753|
| mean|0.3268583761823145|
| stddev|0.6373154948169727|
| min| 0|
| max| 6|
+-------+------------------+
None
num_capital_words_in_text
num_capital_words_in_text count
0 1 238
1 83 105
2 7 104
3 5 104
4 3 100
5 27 95
6 107 91
7 80 88
8 48 87
9 43 84
10 72 84
11 100 84
12 98 83
13 116 82
14 2 82
15 92 82
16 88 81
17 106 81
18 10 80
19 101 80
20 79 78
21 42 78
22 64 78
23 91 78
24 95 77
25 111 77
26 8 77
27 81 77
28 73 77
29 77 76
.. ... ...
770 1680 1
771 616 1