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"""
Jupyter Notebook for generating statistics from random files
Example workflow:
-create df from entity list
-generate random files
-generate count for # of scripts used per TDL
-visualise data in bar chart
"""


import pandas as pd
import sys
sys.path.append('..')
import matplotlib
import sample_data
from utils import load_data_util

#Do not truncate cell values
pd.set_option('display.max_colwidth', -1)
#Create df from entity list
result = sample_data.make_entity_list_df()
result["count"] = 0
result
<style scoped> .dataframe tbody tr th:only-of-type { vertical-align: middle; }
.dataframe tbody tr th {
    vertical-align: top;
}

.dataframe thead th {
    text-align: right;
}
</style>
properties resources sites count
2leep.com [2leep.com] [2leep.com] {2leep.com} 0
33Across [33across.com, tynt.com] [33across.com, tynt.com] {tynt.com, 33across.com} 0
365Media [aggregateintelligence.com] [365dm.com, 365media.com, aggregateintelligence.com] {365dm.com, aggregateintelligence.com, 365media.com} 0
4INFO [4info.com, adhaven.com] [4info.com, adhaven.com] {adhaven.com, 4info.com} 0
4mads [4mads.com] [4mads.com] {4mads.com} 0
63 Squares [63labs.com] [63squares.com, 63labs.com, i-stats.com] {i-stats.com, 63labs.com, 63squares.com} 0
AD Europe [adeurope.com] [adeurope.com] {adeurope.com} 0
AD2ONE [ad2onegroup.com] [ad2onegroup.com] {ad2onegroup.com} 0
ADITION [adition.com] [adition.com] {adition.com} 0
ADP Dealer Services [cdkglobal.com] [cdkglobal.com, adpdealerservices.com, admission.net, cobalt.com] {admission.net, cobalt.com, adpdealerservices.com, cdkglobal.com} 0
ADTECH [adtech.com, adtech.de, adtechus.com] [adtech.com, adtech.de, adtechus.com] {adtechus.com, adtech.com, adtech.de} 0
ADTELLIGENCE [adtelligence.de] [adtelligence.de] {adtelligence.de} 0
ADZ [adzcentral.com] [adzcentral.com] {adzcentral.com} 0
AERIFY MEDIA [aerifymedia.com, anonymous-media.com] [aerifymedia.com, anonymous-media.com] {anonymous-media.com, aerifymedia.com} 0
AK [aggregateknowledge.com, agkn.com] [aggregateknowledge.com, agkn.com] {aggregateknowledge.com, agkn.com} 0
AKQA [akqa.com] [akqa.com, srtk.net] {akqa.com, srtk.net} 0
AOL [aol.com, adsonar.com, advertising.com, atwola.com, leadback.com, tacoda.net, 5min.com, aim.com, aolcdn.com, aoltechguru.com, autoblog.com, cambio.com, dailyfinance.com, editions.com, engadget.com, games.com, homesessive.com, huffingtonpost.com, makers.com, mandatory.com, mapquest.com, moviefone.com, noisecreep.com, patch.com, pawnation.com, shortcuts.com, shoutcast.com, spinner.com, stylelist.com, stylemepretty.com, surphace.com, techcrunch.com, theboombox.com, theboot.com, userplane.com, winamp.com] [aol.com, adsonar.com, advertising.com, atwola.com, leadback.com, tacoda.net, 5min.com, aim.com, aolcdn.com, editions.com, mapquest.com, patch.com, shortcuts.com, shoutcast.com, spinner.com, surphace.com, userplane.com, winamp.com, adtechjp.com] {stylelist.com, winamp.com, leadback.com, patch.com, makers.com, mapquest.com, autoblog.com, aol.com, aolcdn.com, mandatory.com, dailyfinance.com, shoutcast.com, stylemepretty.com, cambio.com, atwola.com, games.com, shortcuts.com, huffingtonpost.com, engadget.com, spinner.com, techcrunch.com, tacoda.net, aim.com, surphace.com, advertising.com, editions.com, aoltechguru.com, userplane.com, 5min.com, homesessive.com, noisecreep.com, adtechjp.com, adsonar.com, moviefone.com, theboombox.com, pawnation.com, theboot.com} 0
AT Internet [atinternet.com, hit-parade.com, xiti.com] [atinternet.com, hit-parade.com, xiti.com] {xiti.com, hit-parade.com, atinternet.com} 0
AT&T [att.com, yp.com] [att.com, yp.com] {yp.com, att.com} 0
AUTOCENTRE.UA [autocentre.ua, am.ua] [autocentre.ua, am.ua] {am.ua, autocentre.ua} 0
AWeber [aweber.com] [aweber.com] {aweber.com} 0
Abax Interactive [abaxinteractive.com] [abaxinteractive.com] {abaxinteractive.com} 0
Accelia [accelia.net, durasite.net] [accelia.net, durasite.net] {durasite.net, accelia.net} 0
Accordant Media [accordantmedia.com] [accordantmedia.com] {accordantmedia.com} 0
Acquisio [acquisio.com, clickequations.net] [acquisio.com, clickequations.net] {acquisio.com, clickequations.net} 0
Act-On [act-on.com, actonsoftware.com] [act-on.com, actonsoftware.com] {actonsoftware.com, act-on.com} 0
Actisens [actisens.com, gestionpub.com] [actisens.com, gestionpub.com] {gestionpub.com, actisens.com} 0
ActivEngage [activengage.com] [activengage.com] {activengage.com} 0
ActiveConversion [activeconversion.com, activemeter.com] [activeconversion.com, activemeter.com] {activemeter.com, activeconversion.com} 0
Acuity [acuity.com, acuityads.com, acuityplatform.com] [acuity.com, acuityads.com, acuityplatform.com] {acuity.com, acuityplatform.com, acuityads.com} 0
... ... ... ... ...
kikin [kikin.com] [kikin.com] {kikin.com} 0
m6d [dstillery.com] [dstillery.com, m6d.com, media6degrees.com] {m6d.com, media6degrees.com, dstillery.com} 0
madvertise [madvertise.com] [madvertise.com] {madvertise.com} 0
mashero [mashero.com] [mashero.com] {mashero.com} 0
media.net [media.net] [media.net] {media.net} 0
mediaFORGE [mediaforge.com] [mediaforge.com] {mediaforge.com} 0
motigo [motigo.com] [motigo.com, nedstatbasic.net] {nedstatbasic.net, motigo.com} 0
myThings [mythings.com, mythingsmedia.com] [mythings.com, mythingsmedia.com] {mythings.com, mythingsmedia.com} 0
newtention [newtention.de, newtention.net, newtentionassets.net] [newtention.de, newtention.net, newtentionassets.net] {newtentionassets.net, newtention.de, newtention.net} 0
nrelate [nrelate.com] [nrelate.com] {nrelate.com} 0
nugg.ad [nugg.ad] [nugg.ad, nuggad.net] {nugg.ad, nuggad.net} 0
nurago [sensic.net] [nurago.com, nurago.de, sensic.net] {nurago.de, nurago.com, sensic.net} 0
onAd [onad.eu] [onad.eu] {onad.eu} 0
phpMyVisites [phpmyvisites.us] [phpmyvisites.us] {phpmyvisites.us} 0
plista [plista.com] [plista.com] {plista.com} 0
quadrantOne [quadrantone.com] [quadrantone.com] {quadrantone.com} 0
reddit [reddit.com] [reddit.com] {reddit.com} 0
sociomantic labs [sociomantic.com] [sociomantic.com] {sociomantic.com} 0
sophus3 [sophus3.com] [sophus3.com, sophus3.co.uk] {sophus3.com, sophus3.co.uk} 0
stat4u [4u.pl] [4u.pl] {4u.pl} 0
uCoz [ucoz.com, ucoz.ae, ucoz.fr, ucoz.net, ucoz.ru] [ucoz.com, ucoz.ae, ucoz.br, ucoz.du, ucoz.fr, ucoz.net, ucoz.ru] {ucoz.ae, ucoz.ru, ucoz.du, ucoz.com, ucoz.net, ucoz.fr, ucoz.br} 0
up-value [up-value.de] [up-value.de] {up-value.de} 0
vistrac [vistrac.com] [vistrac.com] {vistrac.com} 0
whos.amung.us [amung.us] [amung.us] {amung.us} 0
xAd [xad.com] [xad.com] {xad.com} 0
xplosion interactive [xplosion.de] [xplosion.de] {xplosion.de} 0
youknowbest [youknowbest.com] [youknowbest.com] {youknowbest.com} 0
zanox [zanox.com, buy.at, zanox-affiliate.de] [zanox.com, buy.at, zanox-affiliate.de] {zanox-affiliate.de, buy.at, zanox.com} 0
zapunited [zapunited.com, zaparena.com] [zapunited.com, zaparena.com] {zaparena.com, zapunited.com} 0
ÖWA [oewa.at] [oewa.at, oewabox.at] {oewa.at, oewabox.at} 0

1035 rows × 4 columns

#Load random files
files = load_data_util.load_random_data(10, "false")
files
<style scoped> .dataframe tbody tr th:only-of-type { vertical-align: middle; }
.dataframe tbody tr th {
    vertical-align: top;
}

.dataframe thead th {
    text-align: right;
}
</style>
arguments call_stack crawl_id file_number func_name in_iframe location operation script_col script_line script_loc_eval script_url symbol time_stamp value
0 NaN 1 1 True https://platform.twitter.com/widgets/tweet_button.64457a6e8f493e1f1022f50e4e7e67e8.en.html#dnt=false&id=twitter-widget-0&lang=en&original_referer=https%3A%2F%2F123movies.io%2Fmovie%2Fmurder-on-the-orient-express-52784%2Fwatching.html&size=m&text=Watch%20Murder%20on%20the%20Orient%20Express%20(2017)%20Online%20Free%20-%20123Movies%3A&time=1513442859514&type=share&url=https%3A%2F%2F123movies.io%2Fmovie%2Fmurder-on-the-orient-express-52784%2Fwatching.html%23.WjVOJbvPkHI.twitter get 13 27 https://platform.twitter.com/widgets/tweet_button.64457a6e8f493e1f1022f50e4e7e67e8.en.html#dnt=false&id=twitter-widget-0&lang=en&original_referer=https%3A%2F%2F123movies.io%2Fmovie%2Fmurder-on-the-orient-express-52784%2Fwatching.html&size=m&text=Watch%20Murder%20on%20the%20Orient%20Express%20(2017)%20Online%20Free%20-%20123Movies%3A&time=1513442859514&type=share&url=https%3A%2F%2F123movies.io%2Fmovie%2Fmurder-on-the-orient-express-52784%2Fwatching.html%23.WjVOJbvPkHI.twitter window.navigator.userAgent 2017-12-16T16:47:39.937Z Mozilla/5.0 (X11; Linux x86_64; rv:52.0) Gecko/20100101 Firefox/52.0
1 NaN 1 1 True https://platform.twitter.com/widgets/tweet_button.64457a6e8f493e1f1022f50e4e7e67e8.en.html#dnt=false&id=twitter-widget-0&lang=en&original_referer=https%3A%2F%2F123movies.io%2Fmovie%2Fmurder-on-the-orient-express-52784%2Fwatching.html&size=m&text=Watch%20Murder%20on%20the%20Orient%20Express%20(2017)%20Online%20Free%20-%20123Movies%3A&time=1513442859514&type=share&url=https%3A%2F%2F123movies.io%2Fmovie%2Fmurder-on-the-orient-express-52784%2Fwatching.html%23.WjVOJbvPkHI.twitter get 13211 27 https://platform.twitter.com/widgets/tweet_button.64457a6e8f493e1f1022f50e4e7e67e8.en.html#dnt=false&id=twitter-widget-0&lang=en&original_referer=https%3A%2F%2F123movies.io%2Fmovie%2Fmurder-on-the-orient-express-52784%2Fwatching.html&size=m&text=Watch%20Murder%20on%20the%20Orient%20Express%20(2017)%20Online%20Free%20-%20123Movies%3A&time=1513442859514&type=share&url=https%3A%2F%2F123movies.io%2Fmovie%2Fmurder-on-the-orient-express-52784%2Fwatching.html%23.WjVOJbvPkHI.twitter window.navigator.userAgent 2017-12-16T16:47:39.942Z Mozilla/5.0 (X11; Linux x86_64; rv:52.0) Gecko/20100101 Firefox/52.0
0 NaN 1 2 True https://googleads.g.doubleclick.net/pagead/ads?client=ca-pub-2166112977110757&output=html&h=190&slotname=1586388620&adk=3771989983&adf=1596241330&w=220&lmt=1513413720&loeid=368226211&rafmt=10&format=220x190_0ads_al&url=http%3A%2F%2Fwww.revistahogar.com%2F&flash=28.0.0&wgl=1&adsid=NT&dt=1513413716189&bpp=10&bdt=663&fdt=3731&idt=4075&shv=r20171206&cbv=r20170110&saldr=aa&prev_fmts=728x90&correlator=3150626740774&frm=20&ga_vid=242795170.1513413716&ga_sid=1513413716&ga_hid=959375706&ga_fc=1&pv=1&icsg=2&nhd=1&dssz=2&mdo=0&mso=0&u_tz=0&u_his=1&u_java=0&u_h=768&u_w=1366&u_ah=768&u_aw=1366&u_cd=24&u_nplug=1&u_nmime=2&adx=935&ady=5&biw=1353&bih=697&abxe=1&eid=21061122%2C62710011%2C62710014%2C191880502%2C368226201%2C21061319&oid=3&nmo=1&rx=0&eae=0&fc=528&brdim=%2C%2C0%2C0%2C1366%2C0%2C1366%2C768%2C1366%2C697&vis=1&rsz=%7C%7ClE%7C&abl=CS&ppjl=f&pfx=0&fu=144&bc=1&ifi=2&xpc=M50iGKYleF&p=http%3A//www.revistahogar.com&dtd=4154 get 7772 1 https://tpc.googlesyndication.com/pagead/js/r20171206/r20110914/abg.js window.navigator.userAgent 2017-12-16T08:42:01.025Z Mozilla/5.0 (X11; Linux x86_64; rv:52.0) Gecko/20100101 Firefox/52.0
1 NaN 1 2 True https://googleads.g.doubleclick.net/pagead/ads?client=ca-pub-2166112977110757&output=html&h=190&slotname=1586388620&adk=3771989983&adf=1596241330&w=220&lmt=1513413720&loeid=368226211&rafmt=10&format=220x190_0ads_al&url=http%3A%2F%2Fwww.revistahogar.com%2F&flash=28.0.0&wgl=1&adsid=NT&dt=1513413716189&bpp=10&bdt=663&fdt=3731&idt=4075&shv=r20171206&cbv=r20170110&saldr=aa&prev_fmts=728x90&correlator=3150626740774&frm=20&ga_vid=242795170.1513413716&ga_sid=1513413716&ga_hid=959375706&ga_fc=1&pv=1&icsg=2&nhd=1&dssz=2&mdo=0&mso=0&u_tz=0&u_his=1&u_java=0&u_h=768&u_w=1366&u_ah=768&u_aw=1366&u_cd=24&u_nplug=1&u_nmime=2&adx=935&ady=5&biw=1353&bih=697&abxe=1&eid=21061122%2C62710011%2C62710014%2C191880502%2C368226201%2C21061319&oid=3&nmo=1&rx=0&eae=0&fc=528&brdim=%2C%2C0%2C0%2C1366%2C0%2C1366%2C768%2C1366%2C697&vis=1&rsz=%7C%7ClE%7C&abl=CS&ppjl=f&pfx=0&fu=144&bc=1&ifi=2&xpc=M50iGKYleF&p=http%3A//www.revistahogar.com&dtd=4154 get 6589 1 https://tpc.googlesyndication.com/pagead/js/r20171206/r20110914/activeview/osd_listener.js window.navigator.userAgent 2017-12-16T08:42:01.083Z Mozilla/5.0 (X11; Linux x86_64; rv:52.0) Gecko/20100101 Firefox/52.0
0 NaN 1 3 injectDOM/< True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 13 28 https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true window.navigator.userAgent 2017-12-16T05:43:41.025Z Mozilla/5.0 (X11; Linux x86_64; rv:52.0) Gecko/20100101 Firefox/52.0
1 NaN 1 3 injectDOM/< True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 9 29 https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true window.navigator.platform 2017-12-16T05:43:41.026Z Linux x86_64
2 NaN 1 3 td_1f.td_0f True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 62 207 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e window.navigator.userAgent 2017-12-16T05:43:41.385Z Mozilla/5.0 (X11; Linux x86_64; rv:52.0) Gecko/20100101 Firefox/52.0
3 NaN 1 3 td_1f.td_0f True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 62 207 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e window.navigator.vendor 2017-12-16T05:43:41.386Z
4 NaN 1 3 td_1f.td_0f True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 62 207 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e window.navigator.platform 2017-12-16T05:43:41.386Z Linux x86_64
5 NaN 1 3 td_1f.td_0f True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 62 207 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e window.navigator.appVersion 2017-12-16T05:43:41.386Z 5.0 (X11)
6 NaN 1 3 td_1l True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 131 94 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e window.navigator.userAgent 2017-12-16T05:43:41.394Z Mozilla/5.0 (X11; Linux x86_64; rv:52.0) Gecko/20100101 Firefox/52.0
7 NaN 1 3 td_1l True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 222 94 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e window.navigator.userAgent 2017-12-16T05:43:41.394Z Mozilla/5.0 (X11; Linux x86_64; rv:52.0) Gecko/20100101 Firefox/52.0
8 NaN 1 3 td_1l True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 82 95 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e window.navigator.mimeTypes[application/futuresplash].type 2017-12-16T05:43:41.395Z application/futuresplash
9 NaN 1 3 td_1l True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 82 95 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e window.navigator.mimeTypes[application/x-shockwave-flash].type 2017-12-16T05:43:41.395Z application/x-shockwave-flash
10 NaN 1 3 td_1l True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 8 99 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e window.screen.colorDepth 2017-12-16T05:43:41.399Z 24
11 NaN 1 3 td_C0 True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 106 123 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e window.navigator.plugins[Shockwave Flash].name 2017-12-16T05:43:41.401Z Shockwave Flash
12 NaN 1 3 td_C0 True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 147 123 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e window.navigator.plugins[Shockwave Flash].name 2017-12-16T05:43:41.401Z Shockwave Flash
13 NaN 1 3 td_C0 True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 2 124 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e window.navigator.plugins[Shockwave Flash].description 2017-12-16T05:43:41.401Z Shockwave Flash 28.0 r0
14 NaN 1 3 td_cL True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 136 130 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e window.navigator.platform 2017-12-16T05:43:41.401Z Linux x86_64
15 NaN 1 3 td_cL True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 136 130 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e window.navigator.platform 2017-12-16T05:43:41.401Z Linux x86_64
16 NaN 1 3 td_1l True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true get 44 102 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e window.navigator.plugins[Shockwave Flash].name 2017-12-16T05:43:41.402Z Shockwave Flash
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23 NaN 1 3 td_2W True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true set 87 57 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e HTMLCanvasElement.height 2017-12-16T05:43:41.406Z 100
24 {"0":"2d"} 1 3 td_2W True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true call 110 57 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e HTMLCanvasElement.getContext 2017-12-16T05:43:41.406Z
25 NaN 1 3 td_2W True https://signin.ebay.com.hk/t_n.html?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e&suppressFlash=true set 12 58 https://src.ebay-us.com/fp/check.js?org_id=usllpic0&session_id=5dd9736e1600acc3dc202f90fff4f20e CanvasRenderingContext2D.font 2017-12-16T05:43:41.407Z 8px Arial
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
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0 NaN 1 10 match/g.forgetMatches True https://ih.adscale.de/adscale-ih/map?ssl=1&format=video&nut&uu=403411513454937142 get 1 1 https://js.adscale.de/match.js window.localStorage 2017-12-16T20:09:12.295Z {"unsent-matches":"[{\"tpid\":38,\"tpuid\":\"CAESEHdTMH4KUb7UuY0F_JbADto\"},{\"tpid\":48,\"tpuid\":\"87279397a87f693c007cddcf1e5e3706\"},{\"tpid\":60,\"tpuid\":\"f0e0785a-1309-4847-986d-bb1c1b9e4df8\"},{\"tpid\":101,\"tpuid\":\"BBID-01-01881689408131165\"},{\"tpid\":72,\"tpuid\":\"6500239471295461400\"},{\"tpid\":42,\"tpuid\":\"8454069888780563120\"},{\"tpid\":75,\"tpuid\":\"6570173748852387650\"}]"}
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216 rows × 15 columns

#Get count for each TDL
result = sample_data.sample_random_files(files)
result
match found!  script_url:  twitter.com calledFrom:  platform.twitter.com
match found!  script_url:  googlesyndication.com calledFrom:  tpc.googlesyndication.com
match found!  script_url:  googlesyndication.com calledFrom:  tpc.googlesyndication.com
match found!  script_url:  ebay.com.hk calledFrom:  signin.ebay.com.hk
match found!  script_url:  ebay.com calledFrom:  signin.ebay.com.hk
match found!  script_url:  criteo.net calledFrom:  static.criteo.net
match found!  script_url:  criteo.com calledFrom:  sslwidget.criteo.com
match found!  script_url:  googlesyndication.com calledFrom:  pagead2.googlesyndication.com
match found!  script_url:  outbrain.com calledFrom:  widgets.outbrain.com
match found!  script_url:  youtube.com calledFrom:  www.youtube.com
match found!  script_url:  youtube.com calledFrom:  www.youtube.com
match found!  script_url:  taboola.com calledFrom:  vidstat.taboola.com
match found!  script_url:  adscale.de calledFrom:  js.adscale.de
<style scoped> .dataframe tbody tr th:only-of-type { vertical-align: middle; }
.dataframe tbody tr th {
    vertical-align: top;
}

.dataframe thead th {
    text-align: right;
}
</style>
properties resources sites count calledFrom
Criteo [criteo.com, criteo.net] [criteo.com, criteo.net, hooklogic.com, hlserve.com] {criteo.net, hlserve.com, hooklogic.com, criteo.com} 2 []
Google [abc.xyz, google.com, ingress.com, admeld.com, blogger.com, google-melange.com, google.ad, google.ae, google.com.af, google.com.ag, google.com.ai, google.al, google.am, google.co.ao, google.com.ar, google.as, google.at, google.com.au, google.az, google.ba, google.com.bd, google.be, google.bf, google.bg, google.com.bh, google.bi, google.bj, google.com.bn, google.com.bo, google.com.br, google.bs, google.bt, google.co.bw, google.by, google.com.bz, google.ca, google.cd, google.cf, google.cg, google.ch, google.ci, google.co.ck, google.cl, google.cm, google.cn, google.com.co, google.co.cr, google.com.cu, google.cv, google.com.cy, google.cz, google.de, google.dj, google.dk, google.dm, google.com.do, google.dz, google.com.ec, google.ee, google.com.eg, google.es, google.com.et, google.fi, google.com.fj, google.fm, google.fr, google.ga, google.ge, google.gg, google.com.gh, google.com.gi, google.gl, google.gm, google.gp, google.gr, google.com.gt, google.gy, google.com.hk, google.hn, google.hr, google.ht, google.hu, google.co.id, google.ie, google.co.il, google.im, google.co.in, google.iq, google.is, google.it, google.je, google.com.jm, google.jo, google.co.jp, google.co.ke, google.com.kh, google.ki, google.kg, google.co.kr, google.com.kw, ...] [google.com, 2mdn.net, admeld.com, admob.com, cc-dt.com, destinationurl.com, doubleclick.net, gmail.com, google-analytics.com, googleadservices.com, googlemail.com, googlesyndication.com, googlevideo.com, googletagservices.com, invitemedia.com, postrank.com, smtad.net, apture.com, blogger.com, ggpht.com, gmodules.com, googleapis.com, googleusercontent.com, gstatic.com, recaptcha.net, youtube.com, googletagmanager.com] {google.td, google.ba, googleusercontent.com, google.co.cr, google.cm, google.bj, google.com.bo, google.co.jp, cc-dt.com, google.am, google.co.ao, google.ml, google.be, google.bf, google.com.br, google.com.gi, google.st, google.co.uz, google.cz, recaptcha.net, google.com.ai, google.is, google.com.kh, google.bs, google.vg, google.com.co, google.dk, google.gp, google.sn, google.co.ck, google.com.om, google.com.bn, google.com.pa, google.co.ve, google.ie, google.tk, google.cg, google.fi, googlevideo.com, google.tn, google.ae, 2mdn.net, google.as, google.com.bd, panoramio.com, google.cn, google.com, google.com.my, googlemail.com, google.co.il, google.ws, google.ch, google.com.py, google.im, google.ad, google.com.uy, admeld.com, google.com.qa, googlesyndication.com, google.cv, google.hu, google.com.tj, google.co.zw, google.ki, google.de, google.cat, google.nr, google.rs, google-analytics.com, google.lt, google.si, google.to, google.com.pk, google.com.gt, google.com.ly, google.co.ug, abc.xyz, google.by, google.pt, google.com.vn, google.ga, google.pl, apture.com, google.com.bz, google.no, google.co.za, google.ne, google.ci, google.com.kw, google.nu, google.com.ua, google.co.id, google.co.kr, postrank.com, google.co.uk, googleapis.com, google.az, google.com.sl, google.com.eg, google.ps, ...} 5 []
Outbrain [outbrain.com, sphere.com] [outbrain.com, sphere.com, visualrevenue.com] {outbrain.com, visualrevenue.com, sphere.com} 1 []
Taboola [taboola.com] [taboola.com, perfectmarket.com] {perfectmarket.com, taboola.com} 1 []
Twitter [twitter.com, crashlytics.com, tweetdeck.com, twitter.jp, digits.com, fabric.io] [twitter.com, backtype.com, crashlytics.com, tweetdeck.com, twimg.com, twitter.jp, fabric.io] {twitter.com, fabric.io, crashlytics.com, twitter.jp, twimg.com, digits.com, backtype.com, tweetdeck.com} 1 []
adscale [stroeer.de] [stroeer.de, adscale.de] {stroeer.de, adscale.de} 1 []
eBay [ebay.com, ebay.at, ebay.ba, ebay.be, ebay.com.au, ebay.ca, ebay.ch, ebay.cn, ebay.de, ebay.es, ebay.fr, ebay.com.hk, ebay.ie, ebay.in, ebay.it, ebay.co.jp, ebay.co.kr, ebay.com.my, ebay.nl, ebay.com.ph, ebay.pl, ebay.com.sg, ebay.com.tw, ebay.co.uk, gopjn.com] [ebay.com, gopjn.com] {ebay.ba, ebay.pl, ebay.com.sg, ebay.co.kr, ebay.es, ebay.cn, ebay.ca, ebay.com.tw, ebay.co.uk, gopjn.com, ebay.com.my, ebay.com.hk, ebay.at, ebay.ch, ebay.in, ebay.de, ebay.co.jp, ebay.nl, ebay.com.au, ebay.be, ebay.fr, ebay.it, ebay.ie, ebay.com, ebay.com.ph} 2 []
result.plot(kind="bar")
<matplotlib.axes._subplots.AxesSubplot at 0x210625f24e0>

png