In each step, you will process your data for common text data issues. Be sure to complete each one in R and Python separately - creating a clean text version in each language for comparison at the end. Update the saved clean text at each step, do not simply just print it out.
##r chunk
library(reticulate)
## Warning: package 'reticulate' was built under R version 3.6.3
py_config()
## python: C:/Users/punthakur/AppData/Local/Programs/Python/Python36/python.exe
## libpython: C:/Users/punthakur/AppData/Local/Programs/Python/Python36/python36.dll
## pythonhome: C:/Users/punthakur/AppData/Local/Programs/Python/Python36
## version: 3.6.0 (v3.6.0:41df79263a11, Dec 23 2016, 08:06:12) [MSC v.1900 64 bit (AMD64)]
## Architecture: 64bit
## numpy: C:/Users/punthakur/AppData/Local/Programs/Python/Python36/Lib/site-packages/numpy
## numpy_version: 1.19.1
library(Rling)
##python chunk
import requests
from bs4 import BeautifulSoup
import tokenize
import textblob
import spacy
rvest to import a webpage and process that text for html codes (i.e. take them out)!##r chunk
library(rvest)
## Loading required package: xml2
## Warning: package 'xml2' was built under R version 3.6.3
library(stringr)
## Warning: package 'stringr' was built under R version 3.6.3
library(stringi)
## Warning: package 'stringi' was built under R version 3.6.2
library(textclean)
## Warning: package 'textclean' was built under R version 3.6.3
library(hunspell)
## Warning: package 'hunspell' was built under R version 3.6.3
library (tm)
## Warning: package 'tm' was built under R version 3.6.3
## Loading required package: NLP
library (tokenizers)
## Warning: package 'tokenizers' was built under R version 3.6.3
library(textstem)
## Warning: package 'textstem' was built under R version 3.6.3
## Loading required package: koRpus.lang.en
## Warning: package 'koRpus.lang.en' was built under R version 3.6.3
## Loading required package: koRpus
## Warning: package 'koRpus' was built under R version 3.6.3
## Loading required package: sylly
## Warning: package 'sylly' was built under R version 3.6.3
## For information on available language packages for 'koRpus', run
##
## available.koRpus.lang()
##
## and see ?install.koRpus.lang()
blog_url = "https://www.wsj.com/articles/ai-is-a-new-weapon-in-the-battle-against-counterfeits-11596805200"
blog_post_1 = read_html(blog_url)
clean_text_1 = html_text(blog_post_1)
clean_text_1
## [1] "AI Is a New Weapon in the Battle Against Counterfeits - WSJ\n[{\"@context\":\"http://schema.org\",\"@type\":\"NewsArticle\",\"mainEntityOfPage\":{\"@type\":\"WebPage\",\"@id\":\"https://www.wsj.com/articles/ai-is-a-new-weapon-in-the-battle-against-counterfeits-11596805200\"},\"headline\":\"AI Is a New Weapon in the Battle Against Counterfeits\",\"image\":[\"https://images.wsj.net/im-217414?width=1280&size=1\",\"https://images.wsj.net/im-217414?width=1280&size=1.33333333\",\"https://images.wsj.net/im-217414?width=1280&size=1.77777778\"],\"publisher\":{\"@type\":\"NewsMediaOrganization\",\"name\":\"The Wall Street 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100%;\n top: 0;\n left: 0;\n opacity: 0;\n /*z-index: -1;*/\n}\n\n.bigTop__videoPlayerBox--fallback {\n position: relative;\n z-index: 0;\n}\n\n.bigTop__videoPlayerBox--fallback .videoHint {\n display: none !important;\n}\n\n.bigTop__videoPlayerBox--active {\n width: 100%;\n height: 100%;\n top: 0;\n left: 0;\n opacity: 1;\n z-index: 1;\n}\n\n.bigTop__videoPlayer {\n position: relative;\n padding-bottom: 56.25%;\n}\n\n.bigTop__codeholder {\n display: none;\n}\n\n.bigTop__slideshow {\n cursor: pointer;\n position: absolute;\n bottom: 0;\n right: 0;\n background-color: #fff;\n padding: 10px;\n width: 300px;\n}\n\n.bigTop__button {\n border-width: 2px;\n border-style: solid;\n font-family: 'Retina', Helvetica, Arial, sans-serif;\n font-weight: 600;\n text-transform: uppercase;\n font-size: 12px;\n letter-spacing: 1px;\n cursor: pointer;\n margin: 0;\n padding: 6px 15px;\n box-sizing: border-box;\n transition: color 300ms, background-color 300ms;\n}\n\n.bigTop_button--embedded {\n background: transparent;\n color: #fff;\n margin: 30px auto 20px;\n min-width: 175px;\n border-color: #fff;\n}\n\n.bigTop_button--embedded:hover {\n color: #333;\n background-color: #fff;\n}\n\n.bigTop__button--black {\n color: #333;\n border-color: #333;\n background-color: #fff;\n}\n\n.bigTop__button--black:hover {\n color: #fff;\n background-color: #333;\n}\n\n.bigTop__button--inline {\n margin: 15px 0 0;\n}\n\n.bigTop__atmospheric {\n padding: 0;\n margin: 0;\n background-size: 1px 1px;\n background-position: -1px -1px;\n}\n\n.bigTop__atmospheric:empty {\n padding-bottom: 56.25%;\n background-color: #000;\n background-size: cover;\n background-repeat: no-repeat;\n}\n\n.bigTop__atmospheric video,\n.bigTop__atmospheric img {\n width: 100%;\n display: block;\n padding: 0;\n margin: 0;\n}\n\n/******** end media CSS *******/\n\n\n\n/******************\ncaption/credit\n********************/\n.bigTop__captioncredit {\n display: block;\n font-family: \"Retina\", Helvetica, Arial, sans-serif;\n color: #666;\n margin: 5px auto 0;\n padding: 0 10px;\n box-sizing: border-box;\n}\n\n.bigTop__caption {\n font-size: 14px;\n line-height: 20px;\n font-weight: 300;\n display: inline;\n}\n\n.bigTop__credit {\n font-size: 14px;\n line-height: 20px;\n font-weight: 300;\n text-transform: uppercase;\n display: inline;\n}\n/******** end caption/credit ******/\n\n\n\n\n/******** Video Play Button *********/\n.bigTop__play {\n width: 50px;\n height: 50px;\n cursor: pointer;\n border: 1px #999 solid;\n background-color: rgba(0, 0, 0, 0.7);\n border-radius: 50%;\n text-indent: -9999px;\n display: block;\n box-sizing: border-box;\n}\n\n.bigTop__videoPlayerBox:hover + .bigTop__text > .bigTop__play,\n.bigTop__videoPlayerBox:hover + .bigTop__play--standalone,\n.bigTop__play--hover {\n background-color: #0080c3;\n border-color: #0080c3;\n}\n\n.bigTop__play:before {\n width: 0;\n height: 0;\n border-top: 11px solid transparent;\n border-bottom: 12px solid transparent;\n border-left: 18px solid #fff;\n content: \" \";\n position: absolute;\n display: block;\n margin-top: 13px;\n margin-left: 18px;\n}\n\n.bigTop__videoTrigger {\n cursor: pointer;\n width: 100%;\n height: 100%;\n position: absolute;\n top: 0;\n left: 0;\n}\n\n.bigTop__play--standalone {\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translateY(-50%) translateX(-50%);\n -webkit-transform: translateY(-50%) translateX(-50%);\n pointer-events: none;\n}\n/***** Video Button *****/\n\n\n\n\n\n/********************\nMake bigTop align to page grid\n***********************/\n.bigTopPage__grid {\n padding: 0 10px;\n box-sizing: border-box;\n margin-left: auto;\n margin-right: auto;\n}\n/*** end page grid **/\n\n\n\n\n\n/********************\nsplitTop styling\n***********************/\n.splitTop .bigTop__rel {\n background-color: #222;\n}\n\n.splitTop .bigTop__text,\n.splitTop .bigTop__flash,\n.splitTop .bigTop__flash:link,\n.splitTop .bigTop__hed,\n.splitTop .bigTop__dek {\n color: #fff;\n}\n\n.splitTop.bigTop--lightTheme .bigTop__rel {\n background-color: #fff;\n}\n\n.splitTop.bigTop--lightTheme .bigTop__text,\n.splitTop.bigTop--lightTheme .bigTop__flash,\n.splitTop.bigTop--lightTheme .bigTop__flash:link,\n.splitTop.bigTop--lightTheme .bigTop__hed,\n.splitTop.bigTop--lightTheme .bigTop__dek {\n color: #000;\n}\n\n.splitTop .bigTop__overlay {\n background-color: transparent;\n}\n\n.splitTop .bigTop__overlay--bottom,\n.splitTop .bigTop__overlay--top {\n background: initial;\n}\n\n.splitTop .bigTop__media {\n float: right;\n width: 50%;\n}\n\n.splitTop .bigTop__captioncredit {\n text-align: right;\n color: #666;\n}\n\n.splitTop .bigTop__text.bigTop__text--bottom,\n.splitTop .bigTop__text.bigTop__text--top {\n position: absolute;\n top: 50%;\n bottom: auto;\n left: 25%;\n transform: translate(-50%, -50%);\n -webkit-transform: translate(-50%, -50%);\n width: 50%;\n min-height: initial;\n padding: 0 30px;\n}\n\n.edition-japan .splitTop .bigTop__hed,\n.edition-japan .splitTop .bigTop__dek {\n text-align: left;\n}\n\n/* 4 unit only */\n@media (max-width: 639px) {\n .splitTop .bigTop__rel {\n padding-bottom: 15px;\n }\n\n .splitTop .bigTop__media {\n float: none;\n width: 100%;\n }\n\n .splitTop .bigTop__captioncredit {\n text-align: left;\n color: #f4f4f4;\n }\n\n .splitTop.bigTop--lightTheme .bigTop__captioncredit {\n color: #666;\n }\n\n .splitTop .bigTop__text.bigTop__text--bottom,\n .splitTop .bigTop__text.bigTop__text--bottom {\n position: relative;\n width: auto;\n top: auto;\n left: auto;\n margin: 40px 20px;\n padding: 0;\n transform: none;\n -webkit-transform: none;\n }\n\n .bigTop__flash.flashlineSVG {\n margin-left: 0;\n }\n}\n\n/* 4, 8 unit splitTop font styling */\n@media (max-width: 979px) {\n .splitTop .bigTop__text .bigTop__hed {\n font-size: 32px;\n line-height: 1.12;\n }\n .wsj-modern span.bigTop__flash.flashlineSVG {\n text-indent: 215px;\n }\n .splitTop .bigTop__text .bigTop__dek {\n font-size: 16px;\n line-height: 1.38;\n }\n}\n\n/* 12, 16 unit splitTop font styling */\n@media (min-width: 980px) {\n .splitTop .bigTop__text .bigTop__hed {\n font-size: 52px;\n line-height: 1;\n }\n\n .splitTop .bigTop__text .bigTop__dek {\n font-size: 20px;\n line-height: 1.3;\n }\n}\n/*** end splitTop styling **/\n\n/*****\nSECTION SPECIFIC STYLING\n***/\n.magazine .bigTop__flash,\n.magazine .bigTop__flash:link,\n.magazine .bigTop__flash:visited,\n.magazine .bigTop__flash:active {\n font-family: 'Retina Wide', 'Retina Narrow', 'Retina', 'Arial', sans-serif;\n}\n\n.magazine .bigTop__hed {\n font-weight: 400;\n}\n\n.magazine .bigTop__dek {\n font-family: 'Exchange', 'Chronicle SSm', Georgia, serif;\n}\n\n\n/***************\nSet via media query and not via classes\nto prevent page jump/rerender\nPreviously set via CSS classes, e.g. bigTop__text--static, bigTop__hed-s,\nbut it took too long for the page to \"settle\"\n**/\n\n/* 4 unit only */\n@media (max-width: 639px) {\n .bigTopHide--4,\n .bigTop__flash.bigTopHide--4 {\n display: none;\n }\n\n .bigTop {\n margin: 0 0 20px;\n }\n\n .bigTop__overlay {\n display: none;\n }\n\n .bigTop__media--image {\n padding-bottom: 66.77%;\n }\n\n .bigTop__text {\n position: static;\n margin-top: 15px;\n text-align: left;\n margin-left: 10px;\n margin-right: 10px;\n width: auto;\n }\n\n .bigTop__overlay {\n display: none;\n }\n\n .bigTop__flash, .bigTop__flash:link, .bigTop__flash:active, .bigTop__flash:visited {\n color: #0080c3;\n text-align: left;\n }\n\n .bigTop__hed {\n font-size: 32px;\n line-height: 1.125;\n color: #000;\n text-align: left;\n }\n\n .bigTop__dek {\n font-size: 17px;\n line-height: 24px;\n color: #666;\n text-align: left;\n }\n\n .bigTop__flash + .bigTop__hed {\n margin-top: 4px;\n }\n\n .bigTop__hed + .bigTop__dek {\n margin-top: 1px;\n }\n\n .bigTop__dek:last-child {\n margin-bottom: 15px;\n }\n\n .bigTop__hed:last-child {\n margin-bottom: 14px;\n }\n\n .bigTop_button--embedded {\n margin: 15px 0 10px;\n color: #000;\n border-color: #000;\n min-width: 150px;\n }\n\n .bigTop_button--embedded:hover {\n background-color: #000;\n color: #fff;\n }\n\n .bigTop__text--flex > .bigTop__play,\n .bigTop__play--standalone {\n position: absolute;\n top: 28vw; /* half of bottom padding of video elem */\n left: 50%;\n transform: translateY(-50%) translateX(-50%);\n -webkit-transform: translateY(-50%) translateX(-50%);\n pointer-events: none;\n }\n\n .bigTop__videoTrigger {\n height: 0;\n padding-bottom: 56.25%;\n } \n\n .bigTop__flash.flashlineSVG { \n background-size: contain;\n }\n\n .wsj-modern .bigTop__text span:before {\n margin-left: 10px;\n }\n}\n\n/* 8 unit */\n@media (min-width: 640px) and (max-width: 979px) {\n .bigTop__captioncredit,\n .bigTop__text {\n max-width: 640px;\n }\n .wsj-modern .splitTop span.bigTop .bigTop__flash.flashlineSVG {\n min-width: 282px;\n }\n .bigTop__text.bigTop__text--bottom {\n box-sizing: border-box;\n min-height: 40%;\n top: auto;\n bottom: 0;\n padding-bottom: 10px;\n transform: translateY(0) translateX(-50%);\n -webkit-transform: translateY(0) translateX(-50%);\n box-sizing: border-box;\n }\n .wsj-modern .bigTop span.bigTop__flash.flashlineSVG {\n max-width: 239px;\n min-height: 15px;\n max-height: 15px;\n min-width: 350px;\n }\n .wsj-modern .splitTop.bigTop span.bigTop__flash.flashlineSVG {\n min-width: 279px;\n }\n .bigTop__text.bigTop__text--top {\n top: auto;\n bottom:60%;\n max-height: 40%;\n padding-top: 10px;\n box-sizing: border-box;\n transform: translateY(0) translateX(-50%);\n -webkit-transform: translateY(0) translateX(-50%);\n }\n\n .bigTop__hed {\n font-size: 42px;\n line-height: 1.095;\n }\n\n .bigTop__hed + .bigTop__dek {\n margin-top: 9px;\n }\n\n .bigTop__flash + .bigTop__hed {\n margin-top: 5px;\n }\n\n .bigTop_button--embedded {\n margin: 20px auto;\n }\n\n .bigTop__text--bottom.bigTop__text--flex > .bigTop__play {\n position: static;\n }\n\n .bigTop__text--center.bigTop__text--flex > .bigTop__play {\n margin-top: 15px;\n }\n\n .bigTop__text--flex > .bigTop__play + .bigTop__flash {\n margin-top: 15px;\n }\n\n .wsj-modern .splitTop .bigTop__text span:before {\n margin-left: 10px;\n }\n}\n\n/* 8, 12, 16 unit */\n@media (min-width: 640px) {\n .bigTopHide--8,\n .bigTopHide--12,\n .bigTopHide--16,\n .bigTop__flash.bigTopHide--8,\n .bigTop__flash.bigTopHide--12,\n .bigTop__flash.bigTopHide--16 {\n display: none;\n }\n\n .bigTop__rel {\n overflow: hidden; /* fix horizontal scroll in IE11 */\n }\n\n .bigTop__media--image {\n padding-bottom: 51.3%;\n }\n\n .bigTop__media--image > .bigTop__preview--forceblur {\n --webkit-filter: blur(20px);\n filter: blur(20px);\n }\n\n .bigTop__text {\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translateY(-50%) translateX(-50%);\n -webkit-transform: translateY(-50%) translateX(-50%);\n }\n\n .bigTop__dek {\n font-size: 20px;\n line-height: 28px;\n }\n\n .bigTop__text--static.bigTop__text {\n color: #000;\n position: static;\n transform: none;\n margin-left: auto;\n margin-right: auto;\n }\n\n .bigTop__text--inactive.bigTop__text--bottom,\n .bigTop__text--inactive.bigTop__text--center {\n opacity: 0;\n }\n\n .bigTop__text.bigTop__text--flex {\n flex-direction: column;\n display: flex;\n justify-content: flex-end;\n align-items: center;\n height: 100%;\n }\n\n .bigTop__text--clickthrough {\n pointer-events: none;\n }\n\n .bigTop__text--clickthrough > .bigTop__flash,\n .bigTop__text--clickthrough > .bigTop__hed,\n .bigTop__text--clickthrough > .bigTop__dek {\n pointer-events: auto;\n }\n\n .bigTop__text.bigTop__text--flex.bigTop__text--center {\n justify-content: center;\n }\n\n .bigTop__text--center.bigTop__text--flex > .bigTop__play {\n order: 2;\n }\n}\n\n/* 12 unit */\n@media (min-width: 980px) and (max-width: 1299px) {\n .bigTop__captioncredit {\n max-width: 960px;\n }\n\n .splitTop .bigTop__captioncredit {\n max-width: none;\n }\n\n .bigTop__play {\n width: 70px;\n height: 70px;\n }\n\n .bigTop__play:before {\n border-top-width: 16px;\n border-bottom-width: 17px;\n border-left-width: 26px;\n margin-top: 18px;\n margin-left: 25px;\n }\n}\n\n/* 12, 16 unit */\n@media (min-width: 980px) {\n .splitTop .bigTop__captioncredit {\n margin: 0;\n padding: 5px 5px 0 0;\n width: 50%;\n float: right;\n }\n\n .bigTop__hed {\n font-size: 52px;\n line-height: 1.077;\n }\n\n .edition-japan .bigTop__hed {\n font-size: 45px;\n }\n\n .bigTop__text {\n max-width: 960px;\n }\n\n .bigTop__text.bigTop__text--bottom {\n box-sizing: border-box;\n min-height: 30%;\n top: auto;\n bottom: 0;\n box-sizing: border-box;\n padding-bottom: 30px;\n transform: translateY(0) translateX(-50%);\n -webkit-transform: translateY(0) translateX(-50%);\n }\n\n .bigTop__text.bigTop__text--top {\n top: auto;\n bottom: 70%;\n max-height: 30%;\n padding-top: 10px;\n box-sizing: border-box;\n transform: translateY(0) translateX(-50%);\n -webkit-transform: translateY(0) translateX(-50%);\n }\n\n .bigTop__hed + .bigTop__dek {\n margin-top: 8px;\n }\n\n .bigTop__flash + .bigTop__hed {\n margin-top: 5px;\n }\n\n .bigTop__text--bottom.bigTop__text--flex > .bigTop__play {\n /* need to do this because of IE11 */\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translateY(0) translateX(-50%);\n -webkit-transform: translateY(0) translateX(-50%);\n }\n\n .bigTop__text--bottom.bigTop__text--flex > .bigTop__play + .bigTop__flash,\n .bigTop__text--bottom.bigTop__text--flex > .bigTop__play + .bigTop__hed {\n margin-top: 50px;\n }\n\n .bigTop__text--bottom.bigTop__text--flex > .bigTop__play {\n margin-top: -45px;\n }\n\n .bigTop__text--center.bigTop__text--flex > .bigTop__play {\n margin-top: 20px;\n }\n\n .bigTop__text--flex > .bigTop__play + .bigTop__flash {\n margin-top: 15px;\n }\n}\n\n/* 16 unit */\n@media (min-width: 1300px) {\n .bigTop__captioncredit {\n max-width: 1280px;\n }\n\n .splitTop .bigTop__captioncredit {\n max-width: none;\n }\n\n .bigTop__play {\n width: 90px;\n height: 90px;\n }\n\n .bigTop__play:before {\n border-top-width: 20px;\n border-bottom-width: 22px;\n border-left-width: 33px;\n margin-top: 24px;\n margin-left: 33px;\n }\n}\n\n/***********************\nWSJ-Modern styling\n***********************/\n\n.wsj-modern .bigTop .bigTop__rel,\n.wsj-modern .splitTop.bigTop .bigTop__rel {\n background-color: #222;\n}\n\n.wsj-modern .bigTop__overlay {\n display: block;\n}\n\n.wsj-modern .bigTop__overlay--bottom {\n background: none;\n background-color: rgba(0,0,0,0.6);\n}\n\n.wsj-modern .splitTop.bigTop .bigTop__overlay {\n display: none;\n}\n\n.wsj-modern .bigTop__text,\n.wsj-modern .splitTop.bigTop .bigTop__text {\n margin: 0;\n width: 100%;\n max-width: 100%;\n box-sizing: border-box;\n}\n\n.wsj-modern .splitTop.bigTop .bigTop__text {\n padding: 30px 31px;\n}\n\n.wsj-modern .splitTop.bigTop span.bigTop__flash.flashlineSVG {\n min-width: max-content;\n}\n\n/* This styles are required in order to override the inline styles added from the config file */\n.wsj-modern .bigTop .bigTop__flash.flashlineSVG,\n.wsj-modern .splitTop.bigTop .bigTop__flash.flashlineSVG {\n margin: 0 auto 15px;\n min-width: 209px;\n max-width: 209px;\n min-height: 13px;\n max-height: 13px;\n}\n\n.wsj-modern .bigTop .bigTop__hed,\n.wsj-modern .splitTop.bigTop .bigTop__hed {\n color: #FFF;\n font-family: 'Retina Narrow', 'Retina', Arial, Helvetica, sans-serif;\n letter-spacing: 0;\n text-align: center;\n text-transform: uppercase;\n}\n\n.wsj-modern .bigTop .bigTop__hed,\n.wsj-modern .splitTop.bigTop .bigTop__hed {\n font-weight: 700;\n}\n\n.wsj-modern .bigTop .bigTop__hed {\n font-size: 36px;\n line-height: 42px;\n margin-bottom: 10px;\n}\n\n.wsj-modern .splitTop.bigTop .bigTop__hed {\n font-size: 34px;\n line-height: 40px;\n margin: 0 20px 15px 21px;\n}\n\n.wsj-modern .bigTop .bigTop__dek,\n.wsj-modern .splitTop.bigTop .bigTop__dek {\n color: #FFF;\n font-family: 'Exchange', Georgia, serif;\n font-style: italic;\n letter-spacing: 0;\n text-align: center;\n}\n\n.wsj-modern .bigTop .bigTop__dek {\n font-size: 16px;\n line-height: 26px;\n margin: 0;\n}\n\n.wsj-modern .splitTop.bigTop .bigTop__dek {\n font-size: 15px;\n line-height: 22px;\n margin: 0;\n}\n\n@media (max-width: 639px) {\n .wsj-modern .splitTop.bigTop .bigTop__media.bigTopHide--4 {\n display: none;\n }\n\n .wsj-modern .splitTop.bigTop .bigTop__media.bigTopHide--8,\n .wsj-modern .splitTop.bigTop .bigTop__media.bigTopHide--12,\n .wsj-modern .splitTop.bigTop .bigTop__media.bigTopHide--16 {\n display: block;\n height: 194px;\n background-position: center -56px;\n padding-bottom: 0 !important;\n }\n\n .wsj-modern .bigTop .bigTop__rel,\n .wsj-modern .splitTop.bigTop .bigTop__rel {\n background: #fff; \n }\n\n .wsj-modern .bigTop .bigTop__hed,\n .wsj-modern .splitTop.bigTop .bigTop__hed {\n margin-left: 0;\n margin-right: 0;\n }\n\n .wsj-modern .bigTop .bigTop__hed,\n .wsj-modern .splitTop.bigTop .bigTop__hed,\n .wsj-modern .bigTop .bigTop__dek,\n .wsj-modern .splitTop.bigTop .bigTop__dek {\n text-align: left;\n color: #333;\n }\n\n .wsj-modern .bigTop__overlay {\n display: none;\n }\n\n .wsj-modern .bigTop__text {\n padding: 20px 20px 0;\n }\n\n .wsj-modern .bigTop .bigTop__flash.flashlineSVG,\n .wsj-modern .splitTop.bigTop .bigTop__flash.flashlineSVG {\n margin: 0 0 15px;\n }\n}\n\n/* 8, 12, 16, 20 unit */\n@media (min-width: 640px) {\n .wsj-modern .bigTop__text {\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translateY(-50%) translateX(-50%);\n -webkit-transform: translateY(-50%) translateX(-50%);\n padding: 0 20px;\n }\n\n .wsj-modern .bigTop .bigTop__flash.flashlineSVG {\n min-width: 239px;\n max-width: 239px;\n min-height: 15px;\n max-height: 15px;\n }\n .wsj-modern .bigTop .bigTop__hed {\n font-size: 42px;\n line-height: 45px;\n margin-bottom: 10px;\n }\n .wsj-modern .splitTop .bigTop__media {\n float:none;\n width: 50%;\n }\n .wsj-modern .splitTop.bigTop .bigTop__text {\n left: 75%;\n position: absolute;\n top: 50%;\n bottom: auto;\n transform: translate(-50%, -50%);\n -webkit-transform: translate(-50%, -50%);\n width: 50%;\n max-width: 50%;\n min-height: initial;\n padding: 0 18px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__media.bigTopHide--4 {\n display: block;\n }\n .wsj-modern .splitTop.bigTop .bigTop__media.bigTopHide--8,\n .wsj-modern .splitTop.bigTop .bigTop__media.bigTopHide--12,\n .wsj-modern .splitTop.bigTop .bigTop__media.bigTopHide--16 {\n display: none;\n }\n .wsj-modern .splitTop.bigTop .bigTop__hed {\n font-size: 36px;\n line-height: 42px;\n margin: 0 0 10px 12px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__dek {\n font-size: 15px;\n line-height: 22px;\n }\n}\n\n/* 12, 16, 20 unit */\n@media (min-width: 980px) {\n .wsj-modern .bigTop__text {\n padding: 0 103px;\n }\n .wsj-modern .bigTop .bigTop__flash.flashlineSVG {\n margin: 0 auto 20px;\n min-width: 359px;\n max-width: 359px;\n min-height: 22px;\n max-height: 22px;\n }\n .wsj-modern .bigTop span.bigTop__flash.flashlineSVG {\n font-size: 18px;\n font-weight: 700;\n max-width: 212px;\n min-width: 488px;\n line-height: 25px;\n }\n .wsj-modern .bigTop .bigTop__hed {\n font-size: 62px;\n line-height: 66px;\n }\n .wsj-modern .bigTop .bigTop__dek {\n font-size: 18px;\n line-height: 30px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__text {\n padding: 0 47px 0 49px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__flash.flashlineSVG {\n margin: 0 auto 20px;\n min-width: 312px;\n max-width: 312px;\n min-height: 19px;\n max-height: 19px;\n font-size: 18px;\n font-weight: 700;\n }\n .wsj-modern .splitTop.bigTop span.bigTop__flash.flashlineSVG {\n line-height: 23px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__hed {\n font-size: 58px;\n line-height: 64px;\n margin: 0 0 14px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__dek {\n font-size: 18px;\n line-height: 30px;\n margin: 0 5px;\n }\n}\n\n/* 16 unit */\n@media (min-width: 1300px) {\n .wsj-modern .bigTop__text {\n padding: 0 145px;\n }\n .wsj-modern .bigTop .bigTop__dek {\n margin: 0 112px 0 114px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__text {\n padding: 0 33px 0 32px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__hed {\n margin: 0 0 20px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__dek {\n margin: 0 10px 0 3px;\n }\n}\n\n/* 20 unit */\n@media (min-width: 1900px) {\n .wsj-modern .bigTop__text {\n padding: 0 415px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__text {\n padding: 0 112px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__hed {\n margin: 0 0 15px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__dek {\n margin: 0 30px 0 31px;\n }\n}\n\n\n\n \n\n\n \n \n\n \n \n\n\n \n The founders of Entrupy collected real and fake designer handbags to train algorithms that spot counterfeits.\n Jessica Pettway for The Wall Street Journal\n \n \n\n \n\n\n\n\n\n \n\n \n Artificial Intelligence\n \n \n\n\n \n AI Is a New Weapon in the Battle Against Counterfeits\n \n\n \n Algorithms that can spot features invisible to the human eye are helping to protect retailers and shoppers from a glut of fake goods\n \n\n \n\n \n\n \n The founders of Entrupy collected real and fake designer handbags to train algorithms that spot counterfeits.\n Jessica Pettway for The Wall Street Journal\n \n\n\n\nif (performance.mark) performance.mark('heroLoadBigTop') \n\n\n \n\n \n\n\n \n\n\n\n\n\n\n \n\n \n\n\n\n \n\n \n\n \n \n\n\n\n \n \n \n\n \n Author\n\n \n\n Jackie Snow\n \n \n \n\n \n \n Published\n Aug. 7, 2020 9:00 am ET\n \n\n \n Reading Time\n 7 minute read\n \n \n\n\n \n\n \n\n\n\n window.INITIAL_PROPS_ARTICLE_TOOLS = {\"data\":{},\"id\":\"wsj/articleTools\",\"context\":{\"breakpoint\":\"lg\",\"mobileOptions\":{\"articleId\":\"SB10509763273812983434704586547250750737150\",\"author\":\"Jackie Snow\",\"borderBottom\":true,\"borderTop\":true,\"componentType\":\"standard\",\"description\":\"Algorithms that can spot features invisible to the human eye are helping to protect retailers and shoppers from a glut of fake goods\",\"headline\":\"AI Is a New Weapon in the Battle Against 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She grabs a custom camera with a microscope lens provided by Entrupy, a New York-based artificial-intelligence startup. The shape of a bulky battery pack, it pops onto an iPhone or iPod. She opens the Entrupy app and selects a brand from a list.\n The app guides her through taking photos of different parts of the bag, such as specific areas of the fabric and logo, as she presses the camera against the material. It normally takes a user three to five minutes to go through the authentication process, but she is faster because the store, Opulent Habits, in Madison, N.J., has been using the app since 2018.\n “I can do it in less than a minute at this point,” Ms. Matthaei says.\n \n\n\n\n\n\n \n\n \n \n \n\n \n \n \n\n \n \n \n \n \n \n\n\n\n \n \n \n \n (function () {\n var adOptions = {\"options\":{\"adUnitPath\":\"/2/interactive.wsj.com/foe\",\"autoRefresh\":false,\"adTargeting\":{\"bkuuid\":null,\"circ\":\"snippet\",\"metazone\":null,\"msrc\":null,\"S\":\"prod\",\"alert\":[\"volatility075\",\"green\"]},\"disableRefresh\":false,\"adSize\":[[300,250],[320,320],[728,90],[970,90],[970,66],[970,250]],\"adSizeMap\":{\"at4units\":[[300,250],[320,320]],\"at8units\":[[300,250],[320,320]],\"at12units\":[[728,90],[970,90],[970,66],[970,250]],\"at16units\":[[728,90],[970,90],[970,66],[970,250]]},\"adActivate\":true,\"adId\":\"AD_L\",\"triggerPrebid\":true,\"isObserve\":true,\"isTemplate\":false,\"collapseAdBeforeFetch\":true,\"isUtagData\":true,\"isMetaTag\":false,\"threshold\":1,\"shouldUpdate\":true,\"moatEnabled\":true,\"adRequestOnRemount\":true,\"observeFromUAC\":true,\"isLoggedIn\":null,\"label\":\"\",\"labelClasses\":\"\",\"wrapperStyles\":{},\"reserveInitialHeight\":false,\"responsiveContainer\":false}}\n if (!window.__articleUACQueue) { window.__articleUACQueue = []; }\n if (typeof window.__buildAdForArticle === 'function') {\n window.__buildAdForArticle(adOptions)\n } else {\n window.__articleUACQueue.push( function() { window.__buildAdForArticle(adOptions) })\n }\n })();\n \n \n\n \n\n \n \n \n\n \n \n \n\n\n\n\n window.INITIAL_PROPS_FOOTER = {\"data\":{},\"id\":\"wsj/footer\",\"context\":{\"ccpaApplies\":true,\"themeMode\":\"dark\"},\"package\":{\"accessedContext\":[],\"nodes\":{\"0\":{\"component\":{\"id\":\"275181c7-8620-4df3-a008-d0cd9937db22\",\"acceptsTypes\":{},\"isConditional\":false,\"$context\":{},\"decorators\":[\"WSJTheme\"]},\"children\":[\"0.0\"],\"treeOrder\":1,\"name\":\"0\",\"hierarchy\":\"0\"},\"0.0\":{\"component\":{\"id\":\"1a415002-8aaa-4e15-8c40-6992945e319e\",\"options\":{},\"acceptsTypes\":{},\"isConditional\":false,\"$context\":{\"./options/ccpaApplies\":{\"key\":[\".\",\"options\",\"ccpaApplies\"],\"value\":[\"#\",\"ccpaApplies\"]},\"./options/themeMode\":{\"key\":[\".\",\"options\",\"themeMode\"],\"value\":[\"#\",\"themeMode\"]}},\"decorators\":[\"WSJTheme\"]},\"treeOrder\":2,\"name\":\"0.0\",\"hierarchy\":\"0\"}},\"root\":\"0\",\"states\":{\"nodes\":[],\"data\":[],\"hierarchy\":{},\"dedupeGroups\":{},\"components\":{\"code___decoratedComponent___275181c7-8620-4df3-a008-d0cd9937db22___WSJTheme\":{\"id\":\"275181c7-8620-4df3-a008-d0cd9937db22\",\"decorators\":[\"WSJTheme\"]},\"code___decoratedComponent___1a415002-8aaa-4e15-8c40-6992945e319e___WSJTheme\":{\"id\":\"1a415002-8aaa-4e15-8c40-6992945e319e\",\"decorators\":[\"WSJTheme\"]}}},\"refreshInterval\":null},\"currentState\":{\"data\":[],\"nodes\":{},\"hierarchy\":{},\"dedupeGroups\":{},\"components\":{\"code___decoratedComponent___275181c7-8620-4df3-a008-d0cd9937db22___WSJTheme\":{\"id\":\"275181c7-8620-4df3-a008-d0cd9937db22\",\"decorators\":[\"WSJTheme\"]},\"code___decoratedComponent___1a415002-8aaa-4e15-8c40-6992945e319e___WSJTheme\":{\"id\":\"1a415002-8aaa-4e15-8c40-6992945e319e\",\"decorators\":[\"WSJTheme\"]}}}}\nCustomer CenterSubscriber AgreementPrivacy NoticeCookie NoticeDo Not Sell My Personal Information© 2020 Dow Jones & Company, Inc. All Rights Reserved.\n\n \n\n\n \n \n \n\n \n Copyright © 2020 Dow Jones & Company, Inc. 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requests package to import the same webpage and use BeautifulSoup to clean up the html codes.##python chunk
import requests
from bs4 import BeautifulSoup
content = r.clean_text_1
clean_content = BeautifulSoup(content)
clean_text = clean_content.get_text()
clean_text[1000:2000]
## 'lping to protect retailers and shoppers from a glut of fake goods","url":"https://www.wsj.com/articles/ai-is-a-new-weapon-in-the-battle-against-counterfeits-11596805200","hasPart":{"@type":"WebPageElement","isAccessibleForFree":false,"cssSelector":".paywall"},"keywords":["ai","artificial intelligence","counterfeit goods","entrupy","wsj future of everything","machine learning","political","general news","counterfeit","forgery","crime","legal action","computer science","fraud","living","lifestyle","personal technology","sciences","humanities","computers","consumer electronics","software","applications software","computing","mobile applications software","technology"],"author":[{"@type":"Person","name":"Jackie Snow"}],"thumbnailUrl":"https://images.wsj.net/im-217414?width=1280&size=1"}]\nabbr,address,article,aside,audio,b,blockquote,body,caption,cite,code,dd,del,dfn,div,dl,dt,em,fieldset,figure,footer,form,h1,h2,h3,h4,h5,h6,header,hgroup,html,i,iframe,img,ins,kbd,label,legend,li,mark,menu,'
##r chunk
clean_text_1_lower <- tolower(clean_text_1)
clean_text_1_lower
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colors for both light and dark themed immersives and dark theme modern templates */\n/* do not invert on non modern split-tops which maintain the theme below the bigtop */\n@media (max-width: 639px) {\n .bigtop__flash.flashlinesvg,\n .wsj-modern .split-top.bigtop__flash.flashlinesvg {\n background: url(https://s.wsj.net/media/foe_logo_dark.svg) no-repeat;\n }\n\n .split-top.dark-theme-flashline.flashlinesvg {\n background: url(https://s.wsj.net/media/foe_logo_white_light.svg) no-repeat;\n }\n\n .wsj-modern .split-top.bigtop__flash {\n color: #333;\n font-family: \"retina narrow\";\n font-size: 14px;\n text-transform: uppercase;\n font-weight: 700;\n line-height: 15px;\n }\n}\n\n.bigtop {\n margin: 0 0 40px;\n}\n\n.bigtop__rel {\n position: relative;\n}\n\n/**** end layout blocks *****/\n\n\n\n/************ hiding media-object container ***************/\n.media-object.bigtophero {\n display: none !important;\n}\n/********** end hiding media object container ****************/\n\n\n\n/************************\noverlay behind text\n***********************/\n\n.bigtop__overlay {\n position: absolute;\n width: 100%;\n height: 100%;\n top: 0;\n left: 0;\n box-sizing: border-box;\n background-color: rgba(0, 0, 0, 0.15);\n}\n\n.bigtop__overlay--top {\n background: linear-gradient(to bottom, rgba(0,0,0,0.70) 0%, rgba(0,0,0,0) 50%);\n}\n\n.bigtop__overlay--bottom {\n background: linear-gradient(to top, rgba(0,0,0,0.70) 0%, rgba(0,0,0,0) 50%);\n}\n/** end gray overlay behind text **/\n\n\n\n\n\n/***************\ntext definitions\nbasic definitions by size\nspace between text is defined in a different block\ndon't add margins here\n********************/\n\n.bigtop__text {\n text-align: center;\n width: 100%;\n color: #fff;\n transition: opacity 0.3ms;\n text-rendering: optimizelegibility;\n -moz-osx-font-smoothing: grayscale;\n font-smoothing: antialiased;\n -webkit-font-smoothing: antialiased;\n}\n\n.bigtop__flash,\n.bigtop__flash:link,\n.bigtop__flash:visited,\n.bigtop__flash:active{\n font-family: helvetica, arial, sans-serif;\n font-size: 13px;\n line-height: 17px;\n font-weight: 500;\n text-transform: uppercase;\n display: block;\n padding: 0;\n margin: 0;\n text-align: center;\n color: inherit;\n}\n\n.bigtop__flash,\n.bigtop__flash:link,\n.bigtop__flash:visited,\n.bigtop__flash:active{\n font-family: \"retina narrow\", sans-serif;\n}\n\n.bigtop__flash.flashlinesvg {\n margin: 0 auto;\n text-indent: -10000px;\n background-repeat: no-repeat;\n}\n.wsj-modern span.bigtop__flash.flashlinesvg {\n text-indent: 328px;\n}\n.wsj-modern .bigtop__text span:before {\n content: \"|\";\n margin-right: 6px;\n}\n\n.bigtop__flash.flashlinesvg.bigtophide--8,\n.bigtop__flash.flashlinesvg.bigtophide--12,\n.bigtop__flash.flashlinesvg.bigtophide--16 {\n margin: 0;\n}\n\n.bigtop__flash.wsj-exclusive:before {\n content: '\\25c6';\n margin-right: 2px;\n position: relative;\n bottom: 1px;\n}\n\n.edition-japan .bigtop__flash {\n display: none;\n}\n\n.bigtop__hed {\n font-family: georgia, serif;\n font-weight: 600;\n padding: 0;\n margin: 0;\n font-weight: bold;\n text-align: center;\n max-width: 100%;\n}\n\n.bigtop__hed {\n font-family: 'escrow condensed';\n font-weight: 600;\n padding: 0;\n margin: 0;\n font-weight: bold;\n text-align: center;\n max-width: 100%;\n}\n\n.edition-japan .bigtop__hed {\n font-family: <U+30E1><U+30A4><U+30EA><U+30AA>, meiryo, \"<U+30D2><U+30E9><U+30AE><U+30CE><U+89D2><U+30B4> pro w3\", \"hiragino kaku gothic pro\", msp<U+30B4><U+30B7><U+30C3><U+30AF>, \"ms pgothic\", serif;\n}\n\n.bigtop__dek {\n font-family: helvetica, arial, sans-serif;\n font-weight: 400;\n display: block;\n padding: 0;\n margin: 0;\n text-align: center;\n max-width: 100%;\n}\n\n.bigtop__dek {\n font-family: \"retina\";\n font-weight: 400;\n display: block;\n padding: 0;\n margin: 0;\n text-align: center;\n max-width: 100%;\n}\n/** end text definitions **/\n\n\n\n\n/****************\nmedia css\n******************/\n.bigtop__media--image {\n position: relative;\n background-position: center;\n background-repeat:no-repeat;\n background-size: 100% auto;\n background-size: cover;\n overflow: hidden;\n}\n\n.bigtop__imageelem {\n position: absolute;\n width: 100%;\n height: 100%;\n padding: 0;\n margin: 0;\n top: 0;\n left: 0;\n}\n\n.bigtop__media--video {\n padding-bottom: 56.25%;\n position: relative;\n}\n\n.bigtop__preview {\n width: 100%;\n height: 100%;\n display: block;\n padding: 0;\n margin: 0;\n border: none;\n position: absolute;\n top: 0;\n left: 0;\n}\n\n.bigtop__preview {\n transition: opacity 200ms;\n}\n\n.bigtop__media--image > .bigtop__preview {\n transform: scale(1.1);\n --webkit-filter: blur(15px);\n filter: blur(15px);\n}\n\n.bigtop__media--image[data-loaded=\"true\"] > .bigtop__preview {\n opacity: 0;\n}\n\n.bigtop__videoplayerbox {\n position: absolute;\n}\n\n.bigtop__videoplayerbox--passive {\n width: 100%;\n height: 100%;\n top: 0;\n left: 0;\n opacity: 0;\n /*z-index: -1;*/\n}\n\n.bigtop__videoplayerbox--fallback {\n position: relative;\n z-index: 0;\n}\n\n.bigtop__videoplayerbox--fallback .videohint {\n display: none !important;\n}\n\n.bigtop__videoplayerbox--active {\n width: 100%;\n height: 100%;\n top: 0;\n left: 0;\n opacity: 1;\n z-index: 1;\n}\n\n.bigtop__videoplayer {\n position: relative;\n padding-bottom: 56.25%;\n}\n\n.bigtop__codeholder {\n display: none;\n}\n\n.bigtop__slideshow {\n cursor: pointer;\n position: absolute;\n bottom: 0;\n right: 0;\n background-color: #fff;\n padding: 10px;\n width: 300px;\n}\n\n.bigtop__button {\n border-width: 2px;\n border-style: solid;\n font-family: 'retina', helvetica, arial, sans-serif;\n font-weight: 600;\n text-transform: uppercase;\n font-size: 12px;\n letter-spacing: 1px;\n cursor: pointer;\n margin: 0;\n padding: 6px 15px;\n box-sizing: border-box;\n transition: color 300ms, background-color 300ms;\n}\n\n.bigtop_button--embedded {\n background: transparent;\n color: #fff;\n margin: 30px auto 20px;\n min-width: 175px;\n border-color: #fff;\n}\n\n.bigtop_button--embedded:hover {\n color: #333;\n background-color: #fff;\n}\n\n.bigtop__button--black {\n color: #333;\n border-color: #333;\n background-color: #fff;\n}\n\n.bigtop__button--black:hover {\n color: #fff;\n background-color: #333;\n}\n\n.bigtop__button--inline {\n margin: 15px 0 0;\n}\n\n.bigtop__atmospheric {\n padding: 0;\n margin: 0;\n background-size: 1px 1px;\n background-position: -1px -1px;\n}\n\n.bigtop__atmospheric:empty {\n padding-bottom: 56.25%;\n background-color: #000;\n background-size: cover;\n background-repeat: no-repeat;\n}\n\n.bigtop__atmospheric video,\n.bigtop__atmospheric img {\n width: 100%;\n display: block;\n padding: 0;\n margin: 0;\n}\n\n/******** end media css *******/\n\n\n\n/******************\ncaption/credit\n********************/\n.bigtop__captioncredit {\n display: block;\n font-family: \"retina\", helvetica, arial, sans-serif;\n color: #666;\n margin: 5px auto 0;\n padding: 0 10px;\n box-sizing: border-box;\n}\n\n.bigtop__caption {\n font-size: 14px;\n line-height: 20px;\n font-weight: 300;\n display: inline;\n}\n\n.bigtop__credit {\n font-size: 14px;\n line-height: 20px;\n font-weight: 300;\n text-transform: uppercase;\n display: inline;\n}\n/******** end caption/credit ******/\n\n\n\n\n/******** video play button *********/\n.bigtop__play {\n width: 50px;\n height: 50px;\n cursor: pointer;\n border: 1px #999 solid;\n background-color: rgba(0, 0, 0, 0.7);\n border-radius: 50%;\n text-indent: -9999px;\n display: block;\n box-sizing: border-box;\n}\n\n.bigtop__videoplayerbox:hover + .bigtop__text > .bigtop__play,\n.bigtop__videoplayerbox:hover + .bigtop__play--standalone,\n.bigtop__play--hover {\n background-color: #0080c3;\n border-color: #0080c3;\n}\n\n.bigtop__play:before {\n width: 0;\n height: 0;\n border-top: 11px solid transparent;\n border-bottom: 12px solid transparent;\n border-left: 18px solid #fff;\n content: \" \";\n position: absolute;\n display: block;\n margin-top: 13px;\n margin-left: 18px;\n}\n\n.bigtop__videotrigger {\n cursor: pointer;\n width: 100%;\n height: 100%;\n position: absolute;\n top: 0;\n left: 0;\n}\n\n.bigtop__play--standalone {\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translatey(-50%) translatex(-50%);\n -webkit-transform: translatey(-50%) translatex(-50%);\n pointer-events: none;\n}\n/***** video button *****/\n\n\n\n\n\n/********************\nmake bigtop align to page grid\n***********************/\n.bigtoppage__grid {\n padding: 0 10px;\n box-sizing: border-box;\n margin-left: auto;\n margin-right: auto;\n}\n/*** end page grid **/\n\n\n\n\n\n/********************\nsplittop styling\n***********************/\n.splittop .bigtop__rel {\n background-color: #222;\n}\n\n.splittop .bigtop__text,\n.splittop .bigtop__flash,\n.splittop .bigtop__flash:link,\n.splittop .bigtop__hed,\n.splittop .bigtop__dek {\n color: #fff;\n}\n\n.splittop.bigtop--lighttheme .bigtop__rel {\n background-color: #fff;\n}\n\n.splittop.bigtop--lighttheme .bigtop__text,\n.splittop.bigtop--lighttheme .bigtop__flash,\n.splittop.bigtop--lighttheme .bigtop__flash:link,\n.splittop.bigtop--lighttheme .bigtop__hed,\n.splittop.bigtop--lighttheme .bigtop__dek {\n color: #000;\n}\n\n.splittop .bigtop__overlay {\n background-color: transparent;\n}\n\n.splittop .bigtop__overlay--bottom,\n.splittop .bigtop__overlay--top {\n background: initial;\n}\n\n.splittop .bigtop__media {\n float: right;\n width: 50%;\n}\n\n.splittop .bigtop__captioncredit {\n text-align: right;\n color: #666;\n}\n\n.splittop .bigtop__text.bigtop__text--bottom,\n.splittop .bigtop__text.bigtop__text--top {\n position: absolute;\n top: 50%;\n bottom: auto;\n left: 25%;\n transform: translate(-50%, -50%);\n -webkit-transform: translate(-50%, -50%);\n width: 50%;\n min-height: initial;\n padding: 0 30px;\n}\n\n.edition-japan .splittop .bigtop__hed,\n.edition-japan .splittop .bigtop__dek {\n text-align: left;\n}\n\n/* 4 unit only */\n@media (max-width: 639px) {\n .splittop .bigtop__rel {\n padding-bottom: 15px;\n }\n\n .splittop .bigtop__media {\n float: none;\n width: 100%;\n }\n\n .splittop .bigtop__captioncredit {\n text-align: left;\n color: #f4f4f4;\n }\n\n .splittop.bigtop--lighttheme .bigtop__captioncredit {\n color: #666;\n }\n\n .splittop .bigtop__text.bigtop__text--bottom,\n .splittop .bigtop__text.bigtop__text--bottom {\n position: relative;\n width: auto;\n top: auto;\n left: auto;\n margin: 40px 20px;\n padding: 0;\n transform: none;\n -webkit-transform: none;\n }\n\n .bigtop__flash.flashlinesvg {\n margin-left: 0;\n }\n}\n\n/* 4, 8 unit splittop font styling */\n@media (max-width: 979px) {\n .splittop .bigtop__text .bigtop__hed {\n font-size: 32px;\n line-height: 1.12;\n }\n .wsj-modern span.bigtop__flash.flashlinesvg {\n text-indent: 215px;\n }\n .splittop .bigtop__text .bigtop__dek {\n font-size: 16px;\n line-height: 1.38;\n }\n}\n\n/* 12, 16 unit splittop font styling */\n@media (min-width: 980px) {\n .splittop .bigtop__text .bigtop__hed {\n font-size: 52px;\n line-height: 1;\n }\n\n .splittop .bigtop__text .bigtop__dek {\n font-size: 20px;\n line-height: 1.3;\n }\n}\n/*** end splittop styling **/\n\n/*****\nsection specific styling\n***/\n.magazine .bigtop__flash,\n.magazine .bigtop__flash:link,\n.magazine .bigtop__flash:visited,\n.magazine .bigtop__flash:active {\n font-family: 'retina wide', 'retina narrow', 'retina', 'arial', sans-serif;\n}\n\n.magazine .bigtop__hed {\n font-weight: 400;\n}\n\n.magazine .bigtop__dek {\n font-family: 'exchange', 'chronicle ssm', georgia, serif;\n}\n\n\n/***************\nset via media query and not via classes\nto prevent page jump/rerender\npreviously set via css classes, e.g. bigtop__text--static, bigtop__hed-s,\nbut it took too long for the page to \"settle\"\n**/\n\n/* 4 unit only */\n@media (max-width: 639px) {\n .bigtophide--4,\n .bigtop__flash.bigtophide--4 {\n display: none;\n }\n\n .bigtop {\n margin: 0 0 20px;\n }\n\n .bigtop__overlay {\n display: none;\n }\n\n .bigtop__media--image {\n padding-bottom: 66.77%;\n }\n\n .bigtop__text {\n position: static;\n margin-top: 15px;\n text-align: left;\n margin-left: 10px;\n margin-right: 10px;\n width: auto;\n }\n\n .bigtop__overlay {\n display: none;\n }\n\n .bigtop__flash, .bigtop__flash:link, .bigtop__flash:active, .bigtop__flash:visited {\n color: #0080c3;\n text-align: left;\n }\n\n .bigtop__hed {\n font-size: 32px;\n line-height: 1.125;\n color: #000;\n text-align: left;\n }\n\n .bigtop__dek {\n font-size: 17px;\n line-height: 24px;\n color: #666;\n text-align: left;\n }\n\n .bigtop__flash + .bigtop__hed {\n margin-top: 4px;\n }\n\n .bigtop__hed + .bigtop__dek {\n margin-top: 1px;\n }\n\n .bigtop__dek:last-child {\n margin-bottom: 15px;\n }\n\n .bigtop__hed:last-child {\n margin-bottom: 14px;\n }\n\n .bigtop_button--embedded {\n margin: 15px 0 10px;\n color: #000;\n border-color: #000;\n min-width: 150px;\n }\n\n .bigtop_button--embedded:hover {\n background-color: #000;\n color: #fff;\n }\n\n .bigtop__text--flex > .bigtop__play,\n .bigtop__play--standalone {\n position: absolute;\n top: 28vw; /* half of bottom padding of video elem */\n left: 50%;\n transform: translatey(-50%) translatex(-50%);\n -webkit-transform: translatey(-50%) translatex(-50%);\n pointer-events: none;\n }\n\n .bigtop__videotrigger {\n height: 0;\n padding-bottom: 56.25%;\n } \n\n .bigtop__flash.flashlinesvg { \n background-size: contain;\n }\n\n .wsj-modern .bigtop__text span:before {\n margin-left: 10px;\n }\n}\n\n/* 8 unit */\n@media (min-width: 640px) and (max-width: 979px) {\n .bigtop__captioncredit,\n .bigtop__text {\n max-width: 640px;\n }\n .wsj-modern .splittop span.bigtop .bigtop__flash.flashlinesvg {\n min-width: 282px;\n }\n .bigtop__text.bigtop__text--bottom {\n box-sizing: border-box;\n min-height: 40%;\n top: auto;\n bottom: 0;\n padding-bottom: 10px;\n transform: translatey(0) translatex(-50%);\n -webkit-transform: translatey(0) translatex(-50%);\n box-sizing: border-box;\n }\n .wsj-modern .bigtop span.bigtop__flash.flashlinesvg {\n max-width: 239px;\n min-height: 15px;\n max-height: 15px;\n min-width: 350px;\n }\n .wsj-modern .splittop.bigtop span.bigtop__flash.flashlinesvg {\n min-width: 279px;\n }\n .bigtop__text.bigtop__text--top {\n top: auto;\n bottom:60%;\n max-height: 40%;\n padding-top: 10px;\n box-sizing: border-box;\n transform: translatey(0) translatex(-50%);\n -webkit-transform: translatey(0) translatex(-50%);\n }\n\n .bigtop__hed {\n font-size: 42px;\n line-height: 1.095;\n }\n\n .bigtop__hed + .bigtop__dek {\n margin-top: 9px;\n }\n\n .bigtop__flash + .bigtop__hed {\n margin-top: 5px;\n }\n\n .bigtop_button--embedded {\n margin: 20px auto;\n }\n\n .bigtop__text--bottom.bigtop__text--flex > .bigtop__play {\n position: static;\n }\n\n .bigtop__text--center.bigtop__text--flex > .bigtop__play {\n margin-top: 15px;\n }\n\n .bigtop__text--flex > .bigtop__play + .bigtop__flash {\n margin-top: 15px;\n }\n\n .wsj-modern .splittop .bigtop__text span:before {\n margin-left: 10px;\n }\n}\n\n/* 8, 12, 16 unit */\n@media (min-width: 640px) {\n .bigtophide--8,\n .bigtophide--12,\n .bigtophide--16,\n .bigtop__flash.bigtophide--8,\n .bigtop__flash.bigtophide--12,\n .bigtop__flash.bigtophide--16 {\n display: none;\n }\n\n .bigtop__rel {\n overflow: hidden; /* fix horizontal scroll in ie11 */\n }\n\n .bigtop__media--image {\n padding-bottom: 51.3%;\n }\n\n .bigtop__media--image > .bigtop__preview--forceblur {\n --webkit-filter: blur(20px);\n filter: blur(20px);\n }\n\n .bigtop__text {\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translatey(-50%) translatex(-50%);\n -webkit-transform: translatey(-50%) translatex(-50%);\n }\n\n .bigtop__dek {\n font-size: 20px;\n line-height: 28px;\n }\n\n .bigtop__text--static.bigtop__text {\n color: #000;\n position: static;\n transform: none;\n margin-left: auto;\n margin-right: auto;\n }\n\n .bigtop__text--inactive.bigtop__text--bottom,\n .bigtop__text--inactive.bigtop__text--center {\n opacity: 0;\n }\n\n .bigtop__text.bigtop__text--flex {\n flex-direction: column;\n display: flex;\n justify-content: flex-end;\n align-items: center;\n height: 100%;\n }\n\n .bigtop__text--clickthrough {\n pointer-events: none;\n }\n\n .bigtop__text--clickthrough > .bigtop__flash,\n .bigtop__text--clickthrough > .bigtop__hed,\n .bigtop__text--clickthrough > .bigtop__dek {\n pointer-events: auto;\n }\n\n .bigtop__text.bigtop__text--flex.bigtop__text--center {\n justify-content: center;\n }\n\n .bigtop__text--center.bigtop__text--flex > .bigtop__play {\n order: 2;\n }\n}\n\n/* 12 unit */\n@media (min-width: 980px) and (max-width: 1299px) {\n .bigtop__captioncredit {\n max-width: 960px;\n }\n\n .splittop .bigtop__captioncredit {\n max-width: none;\n }\n\n .bigtop__play {\n width: 70px;\n height: 70px;\n }\n\n .bigtop__play:before {\n border-top-width: 16px;\n border-bottom-width: 17px;\n border-left-width: 26px;\n margin-top: 18px;\n margin-left: 25px;\n }\n}\n\n/* 12, 16 unit */\n@media (min-width: 980px) {\n .splittop .bigtop__captioncredit {\n margin: 0;\n padding: 5px 5px 0 0;\n width: 50%;\n float: right;\n }\n\n .bigtop__hed {\n font-size: 52px;\n line-height: 1.077;\n }\n\n .edition-japan .bigtop__hed {\n font-size: 45px;\n }\n\n .bigtop__text {\n max-width: 960px;\n }\n\n .bigtop__text.bigtop__text--bottom {\n box-sizing: border-box;\n min-height: 30%;\n top: auto;\n bottom: 0;\n box-sizing: border-box;\n padding-bottom: 30px;\n transform: translatey(0) translatex(-50%);\n -webkit-transform: translatey(0) translatex(-50%);\n }\n\n .bigtop__text.bigtop__text--top {\n top: auto;\n bottom: 70%;\n max-height: 30%;\n padding-top: 10px;\n box-sizing: border-box;\n transform: translatey(0) translatex(-50%);\n -webkit-transform: translatey(0) translatex(-50%);\n }\n\n .bigtop__hed + .bigtop__dek {\n margin-top: 8px;\n }\n\n .bigtop__flash + .bigtop__hed {\n margin-top: 5px;\n }\n\n .bigtop__text--bottom.bigtop__text--flex > .bigtop__play {\n /* need to do this because of ie11 */\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translatey(0) translatex(-50%);\n -webkit-transform: translatey(0) translatex(-50%);\n }\n\n .bigtop__text--bottom.bigtop__text--flex > .bigtop__play + .bigtop__flash,\n .bigtop__text--bottom.bigtop__text--flex > .bigtop__play + .bigtop__hed {\n margin-top: 50px;\n }\n\n .bigtop__text--bottom.bigtop__text--flex > .bigtop__play {\n margin-top: -45px;\n }\n\n .bigtop__text--center.bigtop__text--flex > .bigtop__play {\n margin-top: 20px;\n }\n\n .bigtop__text--flex > .bigtop__play + .bigtop__flash {\n margin-top: 15px;\n }\n}\n\n/* 16 unit */\n@media (min-width: 1300px) {\n .bigtop__captioncredit {\n max-width: 1280px;\n }\n\n .splittop .bigtop__captioncredit {\n max-width: none;\n }\n\n .bigtop__play {\n width: 90px;\n height: 90px;\n }\n\n .bigtop__play:before {\n border-top-width: 20px;\n border-bottom-width: 22px;\n border-left-width: 33px;\n margin-top: 24px;\n margin-left: 33px;\n }\n}\n\n/***********************\nwsj-modern styling\n***********************/\n\n.wsj-modern .bigtop .bigtop__rel,\n.wsj-modern .splittop.bigtop .bigtop__rel {\n background-color: #222;\n}\n\n.wsj-modern .bigtop__overlay {\n display: block;\n}\n\n.wsj-modern .bigtop__overlay--bottom {\n background: none;\n background-color: rgba(0,0,0,0.6);\n}\n\n.wsj-modern .splittop.bigtop .bigtop__overlay {\n display: none;\n}\n\n.wsj-modern .bigtop__text,\n.wsj-modern .splittop.bigtop .bigtop__text {\n margin: 0;\n width: 100%;\n max-width: 100%;\n box-sizing: border-box;\n}\n\n.wsj-modern .splittop.bigtop .bigtop__text {\n padding: 30px 31px;\n}\n\n.wsj-modern .splittop.bigtop span.bigtop__flash.flashlinesvg {\n min-width: max-content;\n}\n\n/* this styles are required in order to override the inline styles added from the config file */\n.wsj-modern .bigtop .bigtop__flash.flashlinesvg,\n.wsj-modern .splittop.bigtop .bigtop__flash.flashlinesvg {\n margin: 0 auto 15px;\n min-width: 209px;\n max-width: 209px;\n min-height: 13px;\n max-height: 13px;\n}\n\n.wsj-modern .bigtop .bigtop__hed,\n.wsj-modern .splittop.bigtop .bigtop__hed {\n color: #fff;\n font-family: 'retina narrow', 'retina', arial, helvetica, sans-serif;\n letter-spacing: 0;\n text-align: center;\n text-transform: uppercase;\n}\n\n.wsj-modern .bigtop .bigtop__hed,\n.wsj-modern .splittop.bigtop .bigtop__hed {\n font-weight: 700;\n}\n\n.wsj-modern .bigtop .bigtop__hed {\n font-size: 36px;\n line-height: 42px;\n margin-bottom: 10px;\n}\n\n.wsj-modern .splittop.bigtop .bigtop__hed {\n font-size: 34px;\n line-height: 40px;\n margin: 0 20px 15px 21px;\n}\n\n.wsj-modern .bigtop .bigtop__dek,\n.wsj-modern .splittop.bigtop .bigtop__dek {\n color: #fff;\n font-family: 'exchange', georgia, serif;\n font-style: italic;\n letter-spacing: 0;\n text-align: center;\n}\n\n.wsj-modern .bigtop .bigtop__dek {\n font-size: 16px;\n line-height: 26px;\n 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}\n .wsj-modern .splittop.bigtop .bigtop__hed {\n margin: 0 0 20px;\n }\n .wsj-modern .splittop.bigtop .bigtop__dek {\n margin: 0 10px 0 3px;\n }\n}\n\n/* 20 unit */\n@media (min-width: 1900px) {\n .wsj-modern .bigtop__text {\n padding: 0 415px;\n }\n .wsj-modern .splittop.bigtop .bigtop__text {\n padding: 0 112px;\n }\n .wsj-modern .splittop.bigtop .bigtop__hed {\n margin: 0 0 15px;\n }\n .wsj-modern .splittop.bigtop .bigtop__dek {\n margin: 0 30px 0 31px;\n }\n}\n\n\n\n \n\n\n \n \n\n \n \n\n\n \n the founders of entrupy collected real and fake designer handbags to train algorithms that spot counterfeits.\n jessica pettway for the wall street journal\n \n \n\n \n\n\n\n\n\n \n\n \n artificial intelligence\n \n \n\n\n \n ai is a new weapon in the battle against counterfeits\n \n\n \n algorithms that can spot features invisible to the human eye are helping to protect retailers and shoppers from a glut of fake goods\n \n\n \n\n \n\n \n the founders of entrupy collected real and fake 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text\n\n \n\n \n \n \n\n \n \n\n\n\n\n\n\n\n \n \n \n by\n jackie snow\n\n \n \n\n \n\n\n\n \n\n\n\n \n when olivia matthaei, a consignment store sales clerk, needs to check whether a designer handbag is authentic, she knows the drill. she grabs a custom camera with a microscope lens provided by entrupy, a new york-based artificial-intelligence startup. the shape of a bulky battery pack, it pops onto an iphone or ipod. she opens the entrupy app and selects a brand from a list.\n the app guides her through taking photos of different parts of the bag, such as specific areas of the fabric and logo, as she presses the camera against the material. it normally takes a user three to five minutes to go through the authentication process, but she is faster because the store, opulent habits, in madison, n.j., has been using the app since 2018.\n “i can do it in less than a minute at this point,” ms. matthaei says.\n \n\n\n\n\n\n \n\n \n \n \n\n \n \n \n\n \n \n \n \n \n \n\n\n\n \n \n \n \n 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relative;\n z-index: 0;\n}\n\n.bigtop__videoplayerbox--fallback .videohint {\n display: none !important;\n}\n\n.bigtop__videoplayerbox--active {\n width: 100%;\n height: 100%;\n top: 0;\n left: 0;\n opacity: 1;\n z-index: 1;\n}\n\n.bigtop__videoplayer {\n position: relative;\n padding-bottom: 56.25%;\n}\n\n.bigtop__codeholder {\n display: none;\n}\n\n.bigtop__slideshow {\n cursor: pointer;\n position: absolute;\n bottom: 0;\n right: 0;\n background-color: #fff;\n padding: 10px;\n width: 300px;\n}\n\n.bigtop__button {\n border-width: 2px;\n border-style: solid;\n font-family: \'retina\', helvetica, arial, sans-serif;\n font-weight: 600;\n text-transform: uppercase;\n font-size: 12px;\n letter-spacing: 1px;\n cursor: pointer;\n margin: 0;\n padding: 6px 15px;\n box-sizing: border-box;\n transition: color 300ms, background-color 300ms;\n}\n\n.bigtop_button--embedded {\n background: transparent;\n color: #fff;\n margin: 30px auto 20px;\n min-width: 175px;\n border-color: #fff;\n}\n\n.bigtop_button--embedded:hover {\n color: #333;\n background-color: #fff;\n}\n\n.bigtop__button--black {\n color: #333;\n border-color: #333;\n background-color: #fff;\n}\n\n.bigtop__button--black:hover {\n color: #fff;\n background-color: #333;\n}\n\n.bigtop__button--inline {\n margin: 15px 0 0;\n}\n\n.bigtop__atmospheric {\n padding: 0;\n margin: 0;\n background-size: 1px 1px;\n background-position: -1px -1px;\n}\n\n.bigtop__atmospheric:empty {\n padding-bottom: 56.25%;\n background-color: #000;\n background-size: cover;\n background-repeat: no-repeat;\n}\n\n.bigtop__atmospheric video,\n.bigtop__atmospheric img {\n width: 100%;\n display: block;\n padding: 0;\n margin: 0;\n}\n\n/******** end media css *******/\n\n\n\n/******************\ncaption/credit\n********************/\n.bigtop__captioncredit {\n display: block;\n font-family: "retina", helvetica, arial, sans-serif;\n color: #666;\n margin: 5px auto 0;\n padding: 0 10px;\n box-sizing: 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(max-width: 639px) {\n .splittop .bigtop__rel {\n padding-bottom: 15px;\n }\n\n .splittop .bigtop__media {\n float: none;\n width: 100%;\n }\n\n .splittop .bigtop__captioncredit {\n text-align: left;\n color: #f4f4f4;\n }\n\n .splittop.bigtop--lighttheme .bigtop__captioncredit {\n color: #666;\n }\n\n .splittop .bigtop__text.bigtop__text--bottom,\n .splittop .bigtop__text.bigtop__text--bottom {\n position: relative;\n width: auto;\n top: auto;\n left: auto;\n margin: 40px 20px;\n padding: 0;\n transform: none;\n -webkit-transform: none;\n }\n\n .bigtop__flash.flashlinesvg {\n margin-left: 0;\n }\n}\n\n/* 4, 8 unit splittop font styling */\n@media (max-width: 979px) {\n .splittop .bigtop__text .bigtop__hed {\n font-size: 32px;\n line-height: 1.12;\n }\n .wsj-modern span.bigtop__flash.flashlinesvg {\n text-indent: 215px;\n }\n .splittop .bigtop__text .bigtop__dek {\n font-size: 16px;\n line-height: 1.38;\n }\n}\n\n/* 12, 16 unit splittop font styling */\n@media (min-width: 980px) {\n .splittop .bigtop__text .bigtop__hed {\n font-size: 52px;\n line-height: 1;\n }\n\n .splittop .bigtop__text .bigtop__dek {\n font-size: 20px;\n line-height: 1.3;\n }\n}\n/*** end splittop styling **/\n\n/*****\nsection specific styling\n***/\n.magazine .bigtop__flash,\n.magazine .bigtop__flash:link,\n.magazine .bigtop__flash:visited,\n.magazine .bigtop__flash:active {\n font-family: \'retina wide\', \'retina narrow\', \'retina\', \'arial\', sans-serif;\n}\n\n.magazine .bigtop__hed {\n font-weight: 400;\n}\n\n.magazine .bigtop__dek {\n font-family: \'exchange\', \'chronicle ssm\', georgia, serif;\n}\n\n\n/***************\nset via media query and not via classes\nto prevent page jump/rerender\npreviously set via css classes, e.g. bigtop__text--static, bigtop__hed-s,\nbut it took too long for the page to "settle"\n**/\n\n/* 4 unit only */\n@media (max-width: 639px) {\n .bigtophide--4,\n .bigtop__flash.bigtophide--4 {\n display: none;\n }\n\n .bigtop {\n margin: 0 0 20px;\n }\n\n .bigtop__overlay {\n display: none;\n }\n\n .bigtop__media--image {\n padding-bottom: 66.77%;\n }\n\n .bigtop__text {\n position: static;\n margin-top: 15px;\n text-align: left;\n margin-left: 10px;\n margin-right: 10px;\n width: auto;\n }\n\n .bigtop__overlay {\n display: none;\n }\n\n .bigtop__flash, .bigtop__flash:link, .bigtop__flash:active, .bigtop__flash:visited {\n color: #0080c3;\n text-align: left;\n }\n\n .bigtop__hed {\n font-size: 32px;\n line-height: 1.125;\n color: #000;\n text-align: left;\n }\n\n .bigtop__dek {\n font-size: 17px;\n line-height: 24px;\n color: #666;\n text-align: left;\n }\n\n .bigtop__flash + .bigtop__hed {\n margin-top: 4px;\n }\n\n .bigtop__hed + .bigtop__dek {\n margin-top: 1px;\n }\n\n .bigtop__dek:last-child {\n margin-bottom: 15px;\n }\n\n .bigtop__hed:last-child {\n margin-bottom: 14px;\n }\n\n .bigtop_button--embedded {\n margin: 15px 0 10px;\n color: #000;\n border-color: #000;\n min-width: 150px;\n }\n\n .bigtop_button--embedded:hover {\n background-color: #000;\n color: #fff;\n }\n\n .bigtop__text--flex > .bigtop__play,\n .bigtop__play--standalone {\n position: absolute;\n top: 28vw; /* half of bottom padding of video elem */\n left: 50%;\n transform: translatey(-50%) translatex(-50%);\n -webkit-transform: translatey(-50%) translatex(-50%);\n pointer-events: none;\n }\n\n .bigtop__videotrigger {\n height: 0;\n padding-bottom: 56.25%;\n } \n\n .bigtop__flash.flashlinesvg { \n background-size: contain;\n }\n\n .wsj-modern .bigtop__text span:before {\n margin-left: 10px;\n }\n}\n\n/* 8 unit */\n@media (min-width: 640px) and (max-width: 979px) {\n .bigtop__captioncredit,\n .bigtop__text {\n max-width: 640px;\n }\n .wsj-modern .splittop span.bigtop .bigtop__flash.flashlinesvg {\n min-width: 282px;\n }\n .bigtop__text.bigtop__text--bottom {\n box-sizing: border-box;\n min-height: 40%;\n top: auto;\n bottom: 0;\n padding-bottom: 10px;\n transform: translatey(0) translatex(-50%);\n -webkit-transform: translatey(0) translatex(-50%);\n box-sizing: border-box;\n }\n .wsj-modern .bigtop span.bigtop__flash.flashlinesvg {\n max-width: 239px;\n min-height: 15px;\n max-height: 15px;\n min-width: 350px;\n }\n .wsj-modern .splittop.bigtop span.bigtop__flash.flashlinesvg {\n min-width: 279px;\n }\n .bigtop__text.bigtop__text--top {\n top: auto;\n bottom:60%;\n max-height: 40%;\n padding-top: 10px;\n box-sizing: border-box;\n transform: translatey(0) translatex(-50%);\n -webkit-transform: translatey(0) translatex(-50%);\n }\n\n .bigtop__hed {\n font-size: 42px;\n line-height: 1.095;\n }\n\n .bigtop__hed + .bigtop__dek {\n margin-top: 9px;\n }\n\n .bigtop__flash + .bigtop__hed {\n margin-top: 5px;\n }\n\n .bigtop_button--embedded {\n margin: 20px auto;\n }\n\n .bigtop__text--bottom.bigtop__text--flex > .bigtop__play {\n position: static;\n }\n\n .bigtop__text--center.bigtop__text--flex > .bigtop__play {\n margin-top: 15px;\n }\n\n .bigtop__text--flex > .bigtop__play + .bigtop__flash {\n margin-top: 15px;\n }\n\n .wsj-modern .splittop .bigtop__text span:before {\n margin-left: 10px;\n }\n}\n\n/* 8, 12, 16 unit */\n@media (min-width: 640px) {\n .bigtophide--8,\n .bigtophide--12,\n .bigtophide--16,\n .bigtop__flash.bigtophide--8,\n .bigtop__flash.bigtophide--12,\n .bigtop__flash.bigtophide--16 {\n display: none;\n }\n\n .bigtop__rel {\n overflow: hidden; /* fix horizontal scroll in ie11 */\n }\n\n .bigtop__media--image {\n padding-bottom: 51.3%;\n }\n\n .bigtop__media--image > .bigtop__preview--forceblur {\n --webkit-filter: blur(20px);\n filter: blur(20px);\n }\n\n .bigtop__text {\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translatey(-50%) translatex(-50%);\n -webkit-transform: translatey(-50%) translatex(-50%);\n }\n\n .bigtop__dek {\n font-size: 20px;\n line-height: 28px;\n }\n\n .bigtop__text--static.bigtop__text {\n color: #000;\n position: static;\n transform: none;\n margin-left: auto;\n margin-right: auto;\n }\n\n .bigtop__text--inactive.bigtop__text--bottom,\n .bigtop__text--inactive.bigtop__text--center {\n opacity: 0;\n }\n\n .bigtop__text.bigtop__text--flex {\n flex-direction: column;\n display: flex;\n justify-content: flex-end;\n align-items: center;\n height: 100%;\n }\n\n .bigtop__text--clickthrough {\n pointer-events: none;\n }\n\n .bigtop__text--clickthrough > .bigtop__flash,\n .bigtop__text--clickthrough > .bigtop__hed,\n .bigtop__text--clickthrough > .bigtop__dek {\n pointer-events: auto;\n }\n\n .bigtop__text.bigtop__text--flex.bigtop__text--center {\n justify-content: center;\n }\n\n .bigtop__text--center.bigtop__text--flex > .bigtop__play {\n order: 2;\n }\n}\n\n/* 12 unit */\n@media (min-width: 980px) and (max-width: 1299px) {\n .bigtop__captioncredit {\n max-width: 960px;\n }\n\n .splittop .bigtop__captioncredit {\n max-width: none;\n }\n\n .bigtop__play {\n width: 70px;\n height: 70px;\n }\n\n .bigtop__play:before {\n border-top-width: 16px;\n border-bottom-width: 17px;\n border-left-width: 26px;\n margin-top: 18px;\n margin-left: 25px;\n }\n}\n\n/* 12, 16 unit */\n@media (min-width: 980px) {\n .splittop .bigtop__captioncredit {\n margin: 0;\n padding: 5px 5px 0 0;\n width: 50%;\n float: right;\n }\n\n .bigtop__hed {\n font-size: 52px;\n line-height: 1.077;\n }\n\n .edition-japan .bigtop__hed {\n font-size: 45px;\n }\n\n .bigtop__text {\n max-width: 960px;\n }\n\n .bigtop__text.bigtop__text--bottom {\n box-sizing: border-box;\n min-height: 30%;\n top: auto;\n bottom: 0;\n box-sizing: border-box;\n padding-bottom: 30px;\n transform: translatey(0) translatex(-50%);\n -webkit-transform: translatey(0) translatex(-50%);\n }\n\n .bigtop__text.bigtop__text--top {\n top: auto;\n bottom: 70%;\n max-height: 30%;\n padding-top: 10px;\n box-sizing: border-box;\n transform: translatey(0) translatex(-50%);\n -webkit-transform: translatey(0) translatex(-50%);\n }\n\n .bigtop__hed + .bigtop__dek {\n margin-top: 8px;\n }\n\n .bigtop__flash + .bigtop__hed {\n margin-top: 5px;\n }\n\n .bigtop__text--bottom.bigtop__text--flex > .bigtop__play {\n /* need to do this because of ie11 */\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translatey(0) translatex(-50%);\n -webkit-transform: translatey(0) translatex(-50%);\n }\n\n .bigtop__text--bottom.bigtop__text--flex > .bigtop__play + .bigtop__flash,\n .bigtop__text--bottom.bigtop__text--flex > .bigtop__play + .bigtop__hed {\n margin-top: 50px;\n }\n\n .bigtop__text--bottom.bigtop__text--flex > .bigtop__play {\n margin-top: -45px;\n }\n\n .bigtop__text--center.bigtop__text--flex > .bigtop__play {\n margin-top: 20px;\n }\n\n .bigtop__text--flex > .bigtop__play + .bigtop__flash {\n margin-top: 15px;\n }\n}\n\n/* 16 unit */\n@media (min-width: 1300px) {\n .bigtop__captioncredit {\n max-width: 1280px;\n }\n\n .splittop .bigtop__captioncredit {\n max-width: none;\n }\n\n .bigtop__play {\n width: 90px;\n height: 90px;\n }\n\n .bigtop__play:before {\n border-top-width: 20px;\n border-bottom-width: 22px;\n border-left-width: 33px;\n margin-top: 24px;\n margin-left: 33px;\n }\n}\n\n/***********************\nwsj-modern styling\n***********************/\n\n.wsj-modern .bigtop .bigtop__rel,\n.wsj-modern .splittop.bigtop .bigtop__rel {\n background-color: #222;\n}\n\n.wsj-modern .bigtop__overlay {\n display: block;\n}\n\n.wsj-modern .bigtop__overlay--bottom {\n background: none;\n background-color: rgba(0,0,0,0.6);\n}\n\n.wsj-modern .splittop.bigtop .bigtop__overlay {\n display: none;\n}\n\n.wsj-modern .bigtop__text,\n.wsj-modern .splittop.bigtop .bigtop__text {\n margin: 0;\n width: 100%;\n max-width: 100%;\n box-sizing: border-box;\n}\n\n.wsj-modern .splittop.bigtop .bigtop__text {\n padding: 30px 31px;\n}\n\n.wsj-modern .splittop.bigtop span.bigtop__flash.flashlinesvg {\n min-width: max-content;\n}\n\n/* this styles are required in order to override the inline styles added from the config file */\n.wsj-modern .bigtop .bigtop__flash.flashlinesvg,\n.wsj-modern .splittop.bigtop .bigtop__flash.flashlinesvg {\n margin: 0 auto 15px;\n min-width: 209px;\n max-width: 209px;\n min-height: 13px;\n max-height: 13px;\n}\n\n.wsj-modern .bigtop .bigtop__hed,\n.wsj-modern .splittop.bigtop .bigtop__hed {\n color: #fff;\n font-family: \'retina narrow\', \'retina\', arial, helvetica, sans-serif;\n letter-spacing: 0;\n text-align: center;\n text-transform: uppercase;\n}\n\n.wsj-modern .bigtop .bigtop__hed,\n.wsj-modern .splittop.bigtop .bigtop__hed {\n font-weight: 700;\n}\n\n.wsj-modern .bigtop .bigtop__hed {\n font-size: 36px;\n line-height: 42px;\n margin-bottom: 10px;\n}\n\n.wsj-modern .splittop.bigtop .bigtop__hed {\n font-size: 34px;\n line-height: 40px;\n margin: 0 20px 15px 21px;\n}\n\n.wsj-modern .bigtop .bigtop__dek,\n.wsj-modern .splittop.bigtop .bigtop__dek {\n color: #fff;\n font-family: \'exchange\', georgia, serif;\n font-style: italic;\n letter-spacing: 0;\n text-align: center;\n}\n\n.wsj-modern .bigtop .bigtop__dek {\n font-size: 16px;\n line-height: 26px;\n margin: 0;\n}\n\n.wsj-modern .splittop.bigtop .bigtop__dek {\n font-size: 15px;\n line-height: 22px;\n margin: 0;\n}\n\n@media (max-width: 639px) {\n .wsj-modern .splittop.bigtop .bigtop__media.bigtophide--4 {\n display: none;\n }\n\n .wsj-modern .splittop.bigtop .bigtop__media.bigtophide--8,\n .wsj-modern .splittop.bigtop .bigtop__media.bigtophide--12,\n .wsj-modern .splittop.bigtop .bigtop__media.bigtophide--16 {\n display: block;\n height: 194px;\n background-position: center -56px;\n padding-bottom: 0 !important;\n }\n\n .wsj-modern .bigtop .bigtop__rel,\n .wsj-modern .splittop.bigtop .bigtop__rel {\n background: #fff; \n }\n\n .wsj-modern .bigtop .bigtop__hed,\n .wsj-modern .splittop.bigtop .bigtop__hed {\n margin-left: 0;\n margin-right: 0;\n }\n\n .wsj-modern .bigtop .bigtop__hed,\n .wsj-modern .splittop.bigtop .bigtop__hed,\n .wsj-modern .bigtop .bigtop__dek,\n .wsj-modern .splittop.bigtop .bigtop__dek {\n text-align: left;\n color: #333;\n }\n\n .wsj-modern .bigtop__overlay {\n display: none;\n }\n\n .wsj-modern .bigtop__text {\n padding: 20px 20px 0;\n }\n\n .wsj-modern .bigtop .bigtop__flash.flashlinesvg,\n .wsj-modern .splittop.bigtop .bigtop__flash.flashlinesvg {\n margin: 0 0 15px;\n }\n}\n\n/* 8, 12, 16, 20 unit */\n@media (min-width: 640px) {\n .wsj-modern .bigtop__text {\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translatey(-50%) translatex(-50%);\n -webkit-transform: translatey(-50%) translatex(-50%);\n padding: 0 20px;\n }\n\n .wsj-modern .bigtop .bigtop__flash.flashlinesvg {\n min-width: 239px;\n max-width: 239px;\n min-height: 15px;\n max-height: 15px;\n }\n .wsj-modern .bigtop .bigtop__hed {\n font-size: 42px;\n line-height: 45px;\n margin-bottom: 10px;\n }\n .wsj-modern .splittop .bigtop__media {\n float:none;\n width: 50%;\n }\n .wsj-modern .splittop.bigtop .bigtop__text {\n left: 75%;\n position: absolute;\n top: 50%;\n bottom: auto;\n transform: translate(-50%, -50%);\n -webkit-transform: translate(-50%, -50%);\n width: 50%;\n max-width: 50%;\n min-height: initial;\n padding: 0 18px;\n }\n .wsj-modern .splittop.bigtop .bigtop__media.bigtophide--4 {\n display: block;\n }\n .wsj-modern .splittop.bigtop .bigtop__media.bigtophide--8,\n .wsj-modern .splittop.bigtop .bigtop__media.bigtophide--12,\n .wsj-modern .splittop.bigtop .bigtop__media.bigtophide--16 {\n display: none;\n }\n .wsj-modern .splittop.bigtop .bigtop__hed {\n font-size: 36px;\n line-height: 42px;\n margin: 0 0 10px 12px;\n }\n .wsj-modern .splittop.bigtop .bigtop__dek {\n font-size: 15px;\n line-height: 22px;\n }\n}\n\n/* 12, 16, 20 unit */\n@media (min-width: 980px) {\n .wsj-modern .bigtop__text {\n padding: 0 103px;\n }\n .wsj-modern .bigtop .bigtop__flash.flashlinesvg {\n margin: 0 auto 20px;\n min-width: 359px;\n max-width: 359px;\n min-height: 22px;\n max-height: 22px;\n }\n .wsj-modern .bigtop span.bigtop__flash.flashlinesvg {\n font-size: 18px;\n font-weight: 700;\n max-width: 212px;\n min-width: 488px;\n line-height: 25px;\n }\n .wsj-modern .bigtop .bigtop__hed {\n font-size: 62px;\n line-height: 66px;\n }\n .wsj-modern .bigtop .bigtop__dek {\n font-size: 18px;\n line-height: 30px;\n }\n .wsj-modern .splittop.bigtop .bigtop__text {\n padding: 0 47px 0 49px;\n }\n .wsj-modern .splittop.bigtop .bigtop__flash.flashlinesvg {\n margin: 0 auto 20px;\n min-width: 312px;\n max-width: 312px;\n min-height: 19px;\n max-height: 19px;\n font-size: 18px;\n font-weight: 700;\n }\n .wsj-modern .splittop.bigtop span.bigtop__flash.flashlinesvg {\n line-height: 23px;\n }\n .wsj-modern .splittop.bigtop .bigtop__hed {\n font-size: 58px;\n line-height: 64px;\n margin: 0 0 14px;\n }\n .wsj-modern .splittop.bigtop .bigtop__dek {\n font-size: 18px;\n line-height: 30px;\n margin: 0 5px;\n }\n}\n\n/* 16 unit */\n@media (min-width: 1300px) {\n .wsj-modern .bigtop__text {\n padding: 0 145px;\n }\n .wsj-modern .bigtop .bigtop__dek {\n margin: 0 112px 0 114px;\n }\n .wsj-modern .splittop.bigtop .bigtop__text {\n padding: 0 33px 0 32px;\n }\n .wsj-modern .splittop.bigtop .bigtop__hed {\n margin: 0 0 20px;\n }\n .wsj-modern .splittop.bigtop .bigtop__dek {\n margin: 0 10px 0 3px;\n }\n}\n\n/* 20 unit */\n@media (min-width: 1900px) {\n .wsj-modern .bigtop__text {\n padding: 0 415px;\n }\n .wsj-modern .splittop.bigtop .bigtop__text {\n padding: 0 112px;\n }\n .wsj-modern .splittop.bigtop .bigtop__hed {\n margin: 0 0 15px;\n }\n .wsj-modern .splittop.bigtop .bigtop__dek {\n margin: 0 30px 0 31px;\n }\n}\n\n\n\n \n\n\n \n \n\n \n \n\n\n \n the founders of entrupy collected real and fake designer handbags to train algorithms that spot counterfeits.\n jessica pettway for the wall street journal\n \n \n\n \n\n\n\n\n\n \n\n \n artificial intelligence\n \n \n\n\n \n ai is a new weapon in the battle against counterfeits\n \n\n \n algorithms that can spot features invisible to the human eye are helping to protect retailers and shoppers from a glut of fake goods\n \n\n \n\n \n\n \n the founders of entrupy collected real and fake designer handbags to train algorithms that spot counterfeits.\n jessica pettway for the wall street journal\n \n\n\n\nif (performance.mark) performance.mark(\'heroloadbigtop\') \n\n\n \n\n \n\n\n \n\n\n\n\n\n\n \n\n \n\n\n\n \n\n \n\n \n \n\n\n\n \n \n \n\n \n author\n\n \n\n jackie snow\n \n \n \n\n \n \n published\n aug. 7, 2020 9:00 am et\n \n\n \n reading time\n 7 minute read\n \n \n\n\n \n\n \n\n\n\n window.initial_props_article_tools = {"data":{},"id":"wsj/articletools","context":{"breakpoint":"lg","mobileoptions":{"articleid":"sb10509763273812983434704586547250750737150","author":"jackie snow","borderbottom":true,"bordertop":true,"componenttype":"standard","description":"algorithms that can spot features invisible to the human eye are helping to protect retailers and shoppers from a glut of fake goods","headline":"ai is a new weapon in the battle against 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"},{"label":"whatsapp","type":"whatsapp"},{"label":"sms","type":"sms"},{"label":"permalink","type":"permalink"}],"cssselectors":{"articletoolscontainer":"#article_tools","headercontainer":"#slimline-header"}}},{"type":"textsize","options":{"displaylabel":true,"cssselectors":{"articlecontainer":"article","medium":"medium-text","large":"large-text"}}}],"url":"https://www.wsj.com/articles/ai-is-a-new-weapon-in-the-battle-against-counterfeits-11596805200","useurlbyarticleid":false,"urlbyarticleid":null,"encodeemailurl":false},"desktopoptions":{"articleid":"sb10509763273812983434704586547250750737150","author":"jackie snow","borderbottom":false,"bordertop":false,"componenttype":"standard","description":"algorithms that can spot features invisible to the human eye are helping to protect retailers and shoppers from a glut of fake goods","headline":"ai is a new weapon in the battle against counterfeits","image":"https://si.wsj.net/public/resources/images/s1-gz799_counte_d_20200805120001.jpg","isloggedin":false,"ismobile":false,"position":"colophon","region":"na,us","seoid":"ai-is-a-new-weapon-in-the-battle-against-counterfeits-11596805200","tools":[{"type":"save","options":{"displaylabel":true}},{"type":"share","options":{"displaylabel":true,"shareitems":[{"label":"email","type":"email"},{"label":"facebook","type":"facebook"},{"label":"twitter","type":"twitter","sharebody":"is that designer handbag real or fake? increasingly, algorithms are making the call. 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text\n\n \n\n \n \n \n\n \n \n\n\n\n\n\n\n\n \n \n \n by\n jackie snow\n\n \n \n\n \n\n\n\n \n\n\n\n \n when olivia matthaei, a consignment store sales clerk, needs to check whether a designer handbag is authentic, she knows the drill. she grabs a custom camera with a microscope lens provided by entrupy, a new york-based artificial-intelligence startup. the shape of a bulky battery pack, it pops onto an iphone or ipod. she opens the entrupy app and selects a brand from a list.\n the app guides her through taking photos of different parts of the bag, such as specific areas of the fabric and logo, as she presses the camera against the material. it normally takes a user three to five minutes to go through the authentication process, but she is faster because the store, opulent habits, in madison, n.j., has been using the app since 2018.\n “i can do it in less than a minute at this point,” ms. matthaei says.\n \n\n\n\n\n\n \n\n \n \n \n\n \n \n \n\n \n \n \n \n \n \n\n\n\n \n \n \n \n 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stringi package to remove any symbols from your text.##r chunk
characters = "éáö"
library(stringi)
clean_text_1_lower_remove <- stri_trans_general(str = clean_text_1_lower,
id = "Latin-ASCII")
clean_text_1_lower_remove
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sans-serif;\n color: #666;\n margin: 5px auto 0;\n padding: 0 10px;\n box-sizing: border-box;\n}\n\n.bigtop__caption {\n font-size: 14px;\n line-height: 20px;\n font-weight: 300;\n display: inline;\n}\n\n.bigtop__credit {\n font-size: 14px;\n line-height: 20px;\n font-weight: 300;\n text-transform: uppercase;\n display: inline;\n}\n/******** end caption/credit ******/\n\n\n\n\n/******** video play button *********/\n.bigtop__play {\n width: 50px;\n height: 50px;\n cursor: pointer;\n border: 1px #999 solid;\n background-color: rgba(0, 0, 0, 0.7);\n border-radius: 50%;\n text-indent: -9999px;\n display: block;\n box-sizing: border-box;\n}\n\n.bigtop__videoplayerbox:hover + .bigtop__text > .bigtop__play,\n.bigtop__videoplayerbox:hover + .bigtop__play--standalone,\n.bigtop__play--hover {\n background-color: #0080c3;\n border-color: #0080c3;\n}\n\n.bigtop__play:before {\n width: 0;\n height: 0;\n border-top: 11px solid transparent;\n border-bottom: 12px solid transparent;\n border-left: 18px solid #fff;\n content: \" \";\n position: absolute;\n display: block;\n margin-top: 13px;\n margin-left: 18px;\n}\n\n.bigtop__videotrigger {\n cursor: pointer;\n width: 100%;\n height: 100%;\n position: absolute;\n top: 0;\n left: 0;\n}\n\n.bigtop__play--standalone {\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translatey(-50%) translatex(-50%);\n -webkit-transform: translatey(-50%) translatex(-50%);\n pointer-events: none;\n}\n/***** video button *****/\n\n\n\n\n\n/********************\nmake bigtop align to page grid\n***********************/\n.bigtoppage__grid {\n padding: 0 10px;\n box-sizing: border-box;\n margin-left: auto;\n margin-right: auto;\n}\n/*** end page grid **/\n\n\n\n\n\n/********************\nsplittop styling\n***********************/\n.splittop .bigtop__rel {\n background-color: #222;\n}\n\n.splittop .bigtop__text,\n.splittop .bigtop__flash,\n.splittop .bigtop__flash:link,\n.splittop .bigtop__hed,\n.splittop .bigtop__dek {\n color: #fff;\n}\n\n.splittop.bigtop--lighttheme .bigtop__rel {\n background-color: #fff;\n}\n\n.splittop.bigtop--lighttheme .bigtop__text,\n.splittop.bigtop--lighttheme .bigtop__flash,\n.splittop.bigtop--lighttheme .bigtop__flash:link,\n.splittop.bigtop--lighttheme .bigtop__hed,\n.splittop.bigtop--lighttheme .bigtop__dek {\n color: #000;\n}\n\n.splittop .bigtop__overlay {\n background-color: transparent;\n}\n\n.splittop .bigtop__overlay--bottom,\n.splittop .bigtop__overlay--top {\n background: initial;\n}\n\n.splittop .bigtop__media {\n float: right;\n width: 50%;\n}\n\n.splittop .bigtop__captioncredit {\n text-align: right;\n color: #666;\n}\n\n.splittop .bigtop__text.bigtop__text--bottom,\n.splittop .bigtop__text.bigtop__text--top {\n position: absolute;\n top: 50%;\n bottom: auto;\n left: 25%;\n transform: translate(-50%, -50%);\n -webkit-transform: translate(-50%, -50%);\n width: 50%;\n min-height: initial;\n padding: 0 30px;\n}\n\n.edition-japan .splittop .bigtop__hed,\n.edition-japan .splittop .bigtop__dek {\n text-align: left;\n}\n\n/* 4 unit only */\n@media (max-width: 639px) {\n .splittop .bigtop__rel {\n padding-bottom: 15px;\n }\n\n .splittop .bigtop__media {\n float: none;\n width: 100%;\n }\n\n .splittop .bigtop__captioncredit {\n text-align: left;\n color: #f4f4f4;\n }\n\n .splittop.bigtop--lighttheme .bigtop__captioncredit {\n color: #666;\n }\n\n .splittop .bigtop__text.bigtop__text--bottom,\n .splittop .bigtop__text.bigtop__text--bottom {\n position: relative;\n width: auto;\n top: auto;\n left: auto;\n margin: 40px 20px;\n padding: 0;\n transform: none;\n -webkit-transform: none;\n }\n\n .bigtop__flash.flashlinesvg {\n margin-left: 0;\n }\n}\n\n/* 4, 8 unit splittop font styling */\n@media (max-width: 979px) {\n .splittop .bigtop__text .bigtop__hed {\n font-size: 32px;\n line-height: 1.12;\n }\n .wsj-modern span.bigtop__flash.flashlinesvg {\n text-indent: 215px;\n }\n .splittop .bigtop__text .bigtop__dek {\n font-size: 16px;\n line-height: 1.38;\n }\n}\n\n/* 12, 16 unit splittop font styling */\n@media (min-width: 980px) {\n .splittop .bigtop__text .bigtop__hed {\n font-size: 52px;\n line-height: 1;\n }\n\n .splittop .bigtop__text .bigtop__dek {\n font-size: 20px;\n line-height: 1.3;\n }\n}\n/*** end splittop styling **/\n\n/*****\nsection specific styling\n***/\n.magazine .bigtop__flash,\n.magazine .bigtop__flash:link,\n.magazine .bigtop__flash:visited,\n.magazine .bigtop__flash:active {\n font-family: 'retina wide', 'retina narrow', 'retina', 'arial', sans-serif;\n}\n\n.magazine .bigtop__hed {\n font-weight: 400;\n}\n\n.magazine .bigtop__dek {\n font-family: 'exchange', 'chronicle ssm', georgia, serif;\n}\n\n\n/***************\nset via media query and not via classes\nto prevent page jump/rerender\npreviously set via css classes, e.g. bigtop__text--static, bigtop__hed-s,\nbut it took too long for the page to \"settle\"\n**/\n\n/* 4 unit only */\n@media (max-width: 639px) {\n .bigtophide--4,\n .bigtop__flash.bigtophide--4 {\n display: none;\n }\n\n .bigtop {\n margin: 0 0 20px;\n }\n\n .bigtop__overlay {\n display: none;\n }\n\n .bigtop__media--image {\n padding-bottom: 66.77%;\n }\n\n .bigtop__text {\n position: static;\n margin-top: 15px;\n text-align: left;\n margin-left: 10px;\n margin-right: 10px;\n width: auto;\n }\n\n .bigtop__overlay {\n display: none;\n }\n\n .bigtop__flash, .bigtop__flash:link, .bigtop__flash:active, .bigtop__flash:visited {\n color: #0080c3;\n text-align: left;\n }\n\n .bigtop__hed {\n font-size: 32px;\n line-height: 1.125;\n color: #000;\n text-align: left;\n }\n\n .bigtop__dek {\n font-size: 17px;\n line-height: 24px;\n color: #666;\n text-align: left;\n }\n\n .bigtop__flash + .bigtop__hed {\n margin-top: 4px;\n }\n\n .bigtop__hed + .bigtop__dek {\n margin-top: 1px;\n }\n\n .bigtop__dek:last-child {\n margin-bottom: 15px;\n }\n\n .bigtop__hed:last-child {\n margin-bottom: 14px;\n }\n\n .bigtop_button--embedded {\n margin: 15px 0 10px;\n color: #000;\n border-color: #000;\n min-width: 150px;\n }\n\n .bigtop_button--embedded:hover {\n background-color: #000;\n color: #fff;\n }\n\n .bigtop__text--flex > .bigtop__play,\n .bigtop__play--standalone {\n position: absolute;\n top: 28vw; /* half of bottom padding of video elem */\n left: 50%;\n transform: translatey(-50%) translatex(-50%);\n -webkit-transform: translatey(-50%) translatex(-50%);\n pointer-events: none;\n }\n\n .bigtop__videotrigger {\n height: 0;\n padding-bottom: 56.25%;\n } \n\n .bigtop__flash.flashlinesvg { \n background-size: contain;\n }\n\n .wsj-modern .bigtop__text span:before {\n margin-left: 10px;\n }\n}\n\n/* 8 unit */\n@media (min-width: 640px) and (max-width: 979px) {\n .bigtop__captioncredit,\n .bigtop__text {\n max-width: 640px;\n }\n .wsj-modern .splittop span.bigtop .bigtop__flash.flashlinesvg {\n min-width: 282px;\n }\n .bigtop__text.bigtop__text--bottom {\n box-sizing: border-box;\n min-height: 40%;\n top: auto;\n bottom: 0;\n padding-bottom: 10px;\n transform: translatey(0) translatex(-50%);\n -webkit-transform: translatey(0) translatex(-50%);\n box-sizing: border-box;\n }\n .wsj-modern .bigtop span.bigtop__flash.flashlinesvg {\n max-width: 239px;\n min-height: 15px;\n max-height: 15px;\n min-width: 350px;\n }\n .wsj-modern .splittop.bigtop span.bigtop__flash.flashlinesvg {\n min-width: 279px;\n }\n .bigtop__text.bigtop__text--top {\n top: auto;\n bottom:60%;\n max-height: 40%;\n padding-top: 10px;\n box-sizing: border-box;\n transform: translatey(0) translatex(-50%);\n -webkit-transform: translatey(0) translatex(-50%);\n }\n\n .bigtop__hed {\n font-size: 42px;\n line-height: 1.095;\n }\n\n .bigtop__hed + .bigtop__dek {\n margin-top: 9px;\n }\n\n .bigtop__flash + .bigtop__hed {\n margin-top: 5px;\n }\n\n .bigtop_button--embedded {\n margin: 20px auto;\n }\n\n .bigtop__text--bottom.bigtop__text--flex > .bigtop__play {\n position: static;\n }\n\n .bigtop__text--center.bigtop__text--flex > .bigtop__play {\n margin-top: 15px;\n }\n\n .bigtop__text--flex > .bigtop__play + .bigtop__flash {\n margin-top: 15px;\n }\n\n .wsj-modern .splittop .bigtop__text span:before {\n margin-left: 10px;\n }\n}\n\n/* 8, 12, 16 unit */\n@media (min-width: 640px) {\n .bigtophide--8,\n .bigtophide--12,\n .bigtophide--16,\n .bigtop__flash.bigtophide--8,\n .bigtop__flash.bigtophide--12,\n .bigtop__flash.bigtophide--16 {\n display: none;\n }\n\n .bigtop__rel {\n overflow: hidden; /* fix horizontal scroll in ie11 */\n }\n\n .bigtop__media--image {\n padding-bottom: 51.3%;\n }\n\n .bigtop__media--image > .bigtop__preview--forceblur {\n --webkit-filter: blur(20px);\n filter: blur(20px);\n }\n\n .bigtop__text {\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translatey(-50%) translatex(-50%);\n -webkit-transform: translatey(-50%) translatex(-50%);\n }\n\n .bigtop__dek {\n font-size: 20px;\n line-height: 28px;\n }\n\n .bigtop__text--static.bigtop__text {\n color: #000;\n position: static;\n transform: none;\n margin-left: auto;\n margin-right: auto;\n }\n\n .bigtop__text--inactive.bigtop__text--bottom,\n .bigtop__text--inactive.bigtop__text--center {\n opacity: 0;\n }\n\n .bigtop__text.bigtop__text--flex {\n flex-direction: column;\n display: flex;\n justify-content: flex-end;\n align-items: center;\n height: 100%;\n }\n\n .bigtop__text--clickthrough {\n pointer-events: none;\n }\n\n .bigtop__text--clickthrough > .bigtop__flash,\n .bigtop__text--clickthrough > .bigtop__hed,\n .bigtop__text--clickthrough > .bigtop__dek {\n pointer-events: auto;\n }\n\n .bigtop__text.bigtop__text--flex.bigtop__text--center {\n justify-content: center;\n }\n\n .bigtop__text--center.bigtop__text--flex > .bigtop__play {\n order: 2;\n }\n}\n\n/* 12 unit */\n@media (min-width: 980px) and (max-width: 1299px) {\n .bigtop__captioncredit {\n max-width: 960px;\n }\n\n .splittop .bigtop__captioncredit {\n max-width: none;\n }\n\n .bigtop__play {\n width: 70px;\n height: 70px;\n }\n\n .bigtop__play:before {\n border-top-width: 16px;\n border-bottom-width: 17px;\n border-left-width: 26px;\n margin-top: 18px;\n margin-left: 25px;\n }\n}\n\n/* 12, 16 unit */\n@media (min-width: 980px) {\n .splittop .bigtop__captioncredit {\n margin: 0;\n padding: 5px 5px 0 0;\n width: 50%;\n float: right;\n }\n\n .bigtop__hed {\n font-size: 52px;\n line-height: 1.077;\n }\n\n .edition-japan .bigtop__hed {\n font-size: 45px;\n }\n\n .bigtop__text {\n max-width: 960px;\n }\n\n .bigtop__text.bigtop__text--bottom {\n box-sizing: border-box;\n min-height: 30%;\n top: auto;\n bottom: 0;\n box-sizing: border-box;\n padding-bottom: 30px;\n transform: translatey(0) translatex(-50%);\n -webkit-transform: translatey(0) translatex(-50%);\n }\n\n .bigtop__text.bigtop__text--top {\n top: auto;\n bottom: 70%;\n max-height: 30%;\n padding-top: 10px;\n box-sizing: border-box;\n transform: translatey(0) translatex(-50%);\n -webkit-transform: translatey(0) translatex(-50%);\n }\n\n .bigtop__hed + .bigtop__dek {\n margin-top: 8px;\n }\n\n .bigtop__flash + .bigtop__hed {\n margin-top: 5px;\n }\n\n .bigtop__text--bottom.bigtop__text--flex > .bigtop__play {\n /* need to do this because of ie11 */\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translatey(0) translatex(-50%);\n -webkit-transform: translatey(0) translatex(-50%);\n }\n\n .bigtop__text--bottom.bigtop__text--flex > .bigtop__play + .bigtop__flash,\n .bigtop__text--bottom.bigtop__text--flex > .bigtop__play + .bigtop__hed {\n margin-top: 50px;\n }\n\n .bigtop__text--bottom.bigtop__text--flex > .bigtop__play {\n margin-top: -45px;\n }\n\n .bigtop__text--center.bigtop__text--flex > .bigtop__play {\n margin-top: 20px;\n }\n\n .bigtop__text--flex > .bigtop__play + .bigtop__flash {\n margin-top: 15px;\n }\n}\n\n/* 16 unit */\n@media (min-width: 1300px) {\n .bigtop__captioncredit {\n max-width: 1280px;\n }\n\n .splittop .bigtop__captioncredit {\n max-width: none;\n }\n\n .bigtop__play {\n width: 90px;\n height: 90px;\n }\n\n .bigtop__play:before {\n border-top-width: 20px;\n border-bottom-width: 22px;\n border-left-width: 33px;\n margin-top: 24px;\n margin-left: 33px;\n }\n}\n\n/***********************\nwsj-modern styling\n***********************/\n\n.wsj-modern .bigtop .bigtop__rel,\n.wsj-modern .splittop.bigtop .bigtop__rel {\n background-color: #222;\n}\n\n.wsj-modern .bigtop__overlay {\n display: block;\n}\n\n.wsj-modern .bigtop__overlay--bottom {\n background: none;\n background-color: rgba(0,0,0,0.6);\n}\n\n.wsj-modern .splittop.bigtop .bigtop__overlay {\n display: none;\n}\n\n.wsj-modern .bigtop__text,\n.wsj-modern .splittop.bigtop .bigtop__text {\n margin: 0;\n width: 100%;\n max-width: 100%;\n box-sizing: border-box;\n}\n\n.wsj-modern .splittop.bigtop .bigtop__text {\n padding: 30px 31px;\n}\n\n.wsj-modern .splittop.bigtop span.bigtop__flash.flashlinesvg {\n min-width: max-content;\n}\n\n/* this styles are required in order to override the inline styles added from the config file */\n.wsj-modern .bigtop .bigtop__flash.flashlinesvg,\n.wsj-modern .splittop.bigtop .bigtop__flash.flashlinesvg {\n margin: 0 auto 15px;\n min-width: 209px;\n max-width: 209px;\n min-height: 13px;\n max-height: 13px;\n}\n\n.wsj-modern .bigtop .bigtop__hed,\n.wsj-modern .splittop.bigtop .bigtop__hed {\n color: #fff;\n font-family: 'retina narrow', 'retina', arial, helvetica, sans-serif;\n letter-spacing: 0;\n text-align: center;\n text-transform: uppercase;\n}\n\n.wsj-modern .bigtop .bigtop__hed,\n.wsj-modern .splittop.bigtop .bigtop__hed {\n font-weight: 700;\n}\n\n.wsj-modern .bigtop .bigtop__hed {\n font-size: 36px;\n line-height: 42px;\n margin-bottom: 10px;\n}\n\n.wsj-modern .splittop.bigtop .bigtop__hed {\n font-size: 34px;\n line-height: 40px;\n margin: 0 20px 15px 21px;\n}\n\n.wsj-modern .bigtop .bigtop__dek,\n.wsj-modern .splittop.bigtop .bigtop__dek {\n color: #fff;\n font-family: 'exchange', georgia, serif;\n font-style: italic;\n letter-spacing: 0;\n text-align: center;\n}\n\n.wsj-modern .bigtop .bigtop__dek {\n font-size: 16px;\n line-height: 26px;\n margin: 0;\n}\n\n.wsj-modern .splittop.bigtop .bigtop__dek {\n font-size: 15px;\n line-height: 22px;\n margin: 0;\n}\n\n@media (max-width: 639px) {\n .wsj-modern .splittop.bigtop .bigtop__media.bigtophide--4 {\n display: none;\n }\n\n .wsj-modern .splittop.bigtop .bigtop__media.bigtophide--8,\n .wsj-modern .splittop.bigtop .bigtop__media.bigtophide--12,\n .wsj-modern .splittop.bigtop .bigtop__media.bigtophide--16 {\n display: block;\n height: 194px;\n background-position: center -56px;\n padding-bottom: 0 !important;\n }\n\n .wsj-modern .bigtop .bigtop__rel,\n .wsj-modern .splittop.bigtop .bigtop__rel {\n background: #fff; \n }\n\n .wsj-modern .bigtop .bigtop__hed,\n .wsj-modern .splittop.bigtop .bigtop__hed {\n margin-left: 0;\n margin-right: 0;\n }\n\n .wsj-modern .bigtop .bigtop__hed,\n .wsj-modern .splittop.bigtop .bigtop__hed,\n .wsj-modern .bigtop .bigtop__dek,\n .wsj-modern .splittop.bigtop .bigtop__dek {\n text-align: left;\n color: #333;\n }\n\n .wsj-modern .bigtop__overlay {\n display: none;\n }\n\n .wsj-modern .bigtop__text {\n padding: 20px 20px 0;\n }\n\n .wsj-modern .bigtop .bigtop__flash.flashlinesvg,\n .wsj-modern .splittop.bigtop .bigtop__flash.flashlinesvg {\n margin: 0 0 15px;\n }\n}\n\n/* 8, 12, 16, 20 unit */\n@media (min-width: 640px) {\n .wsj-modern .bigtop__text {\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translatey(-50%) translatex(-50%);\n -webkit-transform: translatey(-50%) translatex(-50%);\n padding: 0 20px;\n }\n\n .wsj-modern .bigtop .bigtop__flash.flashlinesvg {\n min-width: 239px;\n max-width: 239px;\n min-height: 15px;\n max-height: 15px;\n }\n .wsj-modern .bigtop .bigtop__hed {\n font-size: 42px;\n line-height: 45px;\n margin-bottom: 10px;\n }\n .wsj-modern .splittop .bigtop__media {\n float:none;\n width: 50%;\n }\n .wsj-modern .splittop.bigtop .bigtop__text {\n left: 75%;\n position: absolute;\n top: 50%;\n bottom: auto;\n transform: translate(-50%, -50%);\n -webkit-transform: translate(-50%, -50%);\n width: 50%;\n max-width: 50%;\n min-height: initial;\n padding: 0 18px;\n }\n .wsj-modern .splittop.bigtop .bigtop__media.bigtophide--4 {\n display: block;\n }\n .wsj-modern .splittop.bigtop .bigtop__media.bigtophide--8,\n .wsj-modern .splittop.bigtop .bigtop__media.bigtophide--12,\n .wsj-modern .splittop.bigtop .bigtop__media.bigtophide--16 {\n display: none;\n }\n .wsj-modern .splittop.bigtop .bigtop__hed {\n font-size: 36px;\n line-height: 42px;\n margin: 0 0 10px 12px;\n }\n .wsj-modern .splittop.bigtop .bigtop__dek {\n font-size: 15px;\n line-height: 22px;\n }\n}\n\n/* 12, 16, 20 unit */\n@media (min-width: 980px) {\n .wsj-modern .bigtop__text {\n padding: 0 103px;\n }\n .wsj-modern .bigtop .bigtop__flash.flashlinesvg {\n margin: 0 auto 20px;\n min-width: 359px;\n max-width: 359px;\n min-height: 22px;\n max-height: 22px;\n }\n .wsj-modern .bigtop span.bigtop__flash.flashlinesvg {\n font-size: 18px;\n font-weight: 700;\n max-width: 212px;\n min-width: 488px;\n line-height: 25px;\n }\n .wsj-modern .bigtop .bigtop__hed {\n font-size: 62px;\n line-height: 66px;\n }\n .wsj-modern .bigtop .bigtop__dek {\n font-size: 18px;\n line-height: 30px;\n }\n .wsj-modern .splittop.bigtop .bigtop__text {\n padding: 0 47px 0 49px;\n }\n .wsj-modern .splittop.bigtop .bigtop__flash.flashlinesvg {\n margin: 0 auto 20px;\n min-width: 312px;\n max-width: 312px;\n min-height: 19px;\n max-height: 19px;\n font-size: 18px;\n font-weight: 700;\n }\n .wsj-modern .splittop.bigtop span.bigtop__flash.flashlinesvg {\n line-height: 23px;\n }\n .wsj-modern .splittop.bigtop .bigtop__hed {\n font-size: 58px;\n line-height: 64px;\n margin: 0 0 14px;\n }\n .wsj-modern .splittop.bigtop .bigtop__dek {\n font-size: 18px;\n line-height: 30px;\n margin: 0 5px;\n }\n}\n\n/* 16 unit */\n@media (min-width: 1300px) {\n .wsj-modern .bigtop__text {\n padding: 0 145px;\n }\n .wsj-modern .bigtop .bigtop__dek {\n margin: 0 112px 0 114px;\n }\n .wsj-modern .splittop.bigtop .bigtop__text {\n padding: 0 33px 0 32px;\n }\n .wsj-modern .splittop.bigtop .bigtop__hed {\n margin: 0 0 20px;\n }\n .wsj-modern .splittop.bigtop .bigtop__dek {\n margin: 0 10px 0 3px;\n }\n}\n\n/* 20 unit */\n@media (min-width: 1900px) {\n .wsj-modern .bigtop__text {\n padding: 0 415px;\n }\n .wsj-modern .splittop.bigtop .bigtop__text {\n padding: 0 112px;\n }\n .wsj-modern .splittop.bigtop .bigtop__hed {\n margin: 0 0 15px;\n }\n .wsj-modern .splittop.bigtop .bigtop__dek {\n margin: 0 30px 0 31px;\n }\n}\n\n\n\n \n\n\n \n \n\n \n \n\n\n \n the founders of entrupy collected real and fake designer handbags to train algorithms that spot counterfeits.\n jessica pettway for the wall street journal\n \n \n\n \n\n\n\n\n\n \n\n \n artificial intelligence\n \n \n\n\n \n ai is a new weapon in the battle against counterfeits\n \n\n \n algorithms that can spot features invisible to the human eye are helping to protect retailers and shoppers from a glut of fake goods\n \n\n \n\n \n\n \n the founders of entrupy collected real and fake designer handbags to train algorithms that spot counterfeits.\n jessica pettway for the wall street journal\n \n\n\n\nif (performance.mark) performance.mark('heroloadbigtop') \n\n\n \n\n \n\n\n \n\n\n\n\n\n\n \n\n \n\n\n\n \n\n \n\n \n \n\n\n\n \n \n \n\n \n author\n\n \n\n jackie snow\n \n \n \n\n \n \n published\n aug. 7, 2020 9:00 am et\n \n\n \n reading time\n 7 minute read\n \n \n\n\n \n\n \n\n\n\n window.initial_props_article_tools = {\"data\":{},\"id\":\"wsj/articletools\",\"context\":{\"breakpoint\":\"lg\",\"mobileoptions\":{\"articleid\":\"sb10509763273812983434704586547250750737150\",\"author\":\"jackie snow\",\"borderbottom\":true,\"bordertop\":true,\"componenttype\":\"standard\",\"description\":\"algorithms that can spot features invisible to the human eye are helping to protect retailers and shoppers from a glut of fake goods\",\"headline\":\"ai is a new weapon in the battle against 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text\n\n \n\n \n \n \n\n \n \n\n\n\n\n\n\n\n \n \n \n by\n jackie snow\n\n \n \n\n \n\n\n\n \n\n\n\n \n when olivia matthaei, a consignment store sales clerk, needs to check whether a designer handbag is authentic, she knows the drill. she grabs a custom camera with a microscope lens provided by entrupy, a new york-based artificial-intelligence startup. the shape of a bulky battery pack, it pops onto an iphone or ipod. she opens the entrupy app and selects a brand from a list.\n the app guides her through taking photos of different parts of the bag, such as specific areas of the fabric and logo, as she presses the camera against the material. it normally takes a user three to five minutes to go through the authentication process, but she is faster because the store, opulent habits, in madison, n.j., has been using the app since 2018.\n \"i can do it in less than a minute at this point,\" ms. matthaei says.\n \n\n\n\n\n\n \n\n \n \n \n\n \n \n \n\n \n \n \n \n \n \n\n\n\n \n \n \n \n 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unicodedata in python to remove any symbols from your text.##python chunk
import unicodedata
def remove_accented_chars(text):
text = unicodedata.normalize('NFKD', text).encode('ascii', 'ignore').decode('utf-8', 'ignore')
return text
remove_accented_chars(content)
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margin-top: 13px;\n margin-left: 18px;\n}\n\n.bigTop__videoTrigger {\n cursor: pointer;\n width: 100%;\n height: 100%;\n position: absolute;\n top: 0;\n left: 0;\n}\n\n.bigTop__play--standalone {\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translateY(-50%) translateX(-50%);\n -webkit-transform: translateY(-50%) translateX(-50%);\n pointer-events: none;\n}\n/***** Video Button *****/\n\n\n\n\n\n/********************\nMake bigTop align to page grid\n***********************/\n.bigTopPage__grid {\n padding: 0 10px;\n box-sizing: border-box;\n margin-left: auto;\n margin-right: auto;\n}\n/*** end page grid **/\n\n\n\n\n\n/********************\nsplitTop styling\n***********************/\n.splitTop .bigTop__rel {\n background-color: #222;\n}\n\n.splitTop .bigTop__text,\n.splitTop .bigTop__flash,\n.splitTop .bigTop__flash:link,\n.splitTop .bigTop__hed,\n.splitTop .bigTop__dek {\n color: #fff;\n}\n\n.splitTop.bigTop--lightTheme .bigTop__rel {\n background-color: #fff;\n}\n\n.splitTop.bigTop--lightTheme .bigTop__text,\n.splitTop.bigTop--lightTheme .bigTop__flash,\n.splitTop.bigTop--lightTheme .bigTop__flash:link,\n.splitTop.bigTop--lightTheme .bigTop__hed,\n.splitTop.bigTop--lightTheme .bigTop__dek {\n color: #000;\n}\n\n.splitTop .bigTop__overlay {\n background-color: transparent;\n}\n\n.splitTop .bigTop__overlay--bottom,\n.splitTop .bigTop__overlay--top {\n background: initial;\n}\n\n.splitTop .bigTop__media {\n float: right;\n width: 50%;\n}\n\n.splitTop .bigTop__captioncredit {\n text-align: right;\n color: #666;\n}\n\n.splitTop .bigTop__text.bigTop__text--bottom,\n.splitTop .bigTop__text.bigTop__text--top {\n position: absolute;\n top: 50%;\n bottom: auto;\n left: 25%;\n transform: translate(-50%, -50%);\n -webkit-transform: translate(-50%, -50%);\n width: 50%;\n min-height: initial;\n padding: 0 30px;\n}\n\n.edition-japan .splitTop .bigTop__hed,\n.edition-japan .splitTop .bigTop__dek {\n text-align: left;\n}\n\n/* 4 unit only */\n@media (max-width: 639px) {\n .splitTop .bigTop__rel {\n padding-bottom: 15px;\n }\n\n .splitTop .bigTop__media {\n float: none;\n width: 100%;\n }\n\n .splitTop .bigTop__captioncredit {\n text-align: left;\n color: #f4f4f4;\n }\n\n .splitTop.bigTop--lightTheme .bigTop__captioncredit {\n color: #666;\n }\n\n .splitTop .bigTop__text.bigTop__text--bottom,\n .splitTop .bigTop__text.bigTop__text--bottom {\n position: relative;\n width: auto;\n top: auto;\n left: auto;\n margin: 40px 20px;\n padding: 0;\n transform: none;\n -webkit-transform: none;\n }\n\n .bigTop__flash.flashlineSVG {\n margin-left: 0;\n }\n}\n\n/* 4, 8 unit splitTop font styling */\n@media (max-width: 979px) {\n .splitTop .bigTop__text .bigTop__hed {\n font-size: 32px;\n line-height: 1.12;\n }\n .wsj-modern span.bigTop__flash.flashlineSVG {\n text-indent: 215px;\n }\n .splitTop .bigTop__text .bigTop__dek {\n font-size: 16px;\n line-height: 1.38;\n }\n}\n\n/* 12, 16 unit splitTop font styling */\n@media (min-width: 980px) {\n .splitTop .bigTop__text .bigTop__hed {\n font-size: 52px;\n line-height: 1;\n }\n\n .splitTop .bigTop__text .bigTop__dek {\n font-size: 20px;\n line-height: 1.3;\n }\n}\n/*** end splitTop styling **/\n\n/*****\nSECTION SPECIFIC STYLING\n***/\n.magazine .bigTop__flash,\n.magazine .bigTop__flash:link,\n.magazine .bigTop__flash:visited,\n.magazine .bigTop__flash:active {\n font-family: \'Retina Wide\', \'Retina Narrow\', \'Retina\', \'Arial\', sans-serif;\n}\n\n.magazine .bigTop__hed {\n font-weight: 400;\n}\n\n.magazine .bigTop__dek {\n font-family: \'Exchange\', \'Chronicle SSm\', Georgia, serif;\n}\n\n\n/***************\nSet via media query and not via classes\nto prevent page jump/rerender\nPreviously set via CSS classes, e.g. bigTop__text--static, bigTop__hed-s,\nbut it took too long for the page to "settle"\n**/\n\n/* 4 unit only */\n@media (max-width: 639px) {\n .bigTopHide--4,\n .bigTop__flash.bigTopHide--4 {\n display: none;\n }\n\n .bigTop {\n margin: 0 0 20px;\n }\n\n .bigTop__overlay {\n display: none;\n }\n\n .bigTop__media--image {\n padding-bottom: 66.77%;\n }\n\n .bigTop__text {\n position: static;\n margin-top: 15px;\n text-align: left;\n margin-left: 10px;\n margin-right: 10px;\n width: auto;\n }\n\n .bigTop__overlay {\n display: none;\n }\n\n .bigTop__flash, .bigTop__flash:link, .bigTop__flash:active, .bigTop__flash:visited {\n color: #0080c3;\n text-align: left;\n }\n\n .bigTop__hed {\n font-size: 32px;\n line-height: 1.125;\n color: #000;\n text-align: left;\n }\n\n .bigTop__dek {\n font-size: 17px;\n line-height: 24px;\n color: #666;\n text-align: left;\n }\n\n .bigTop__flash + .bigTop__hed {\n margin-top: 4px;\n }\n\n .bigTop__hed + .bigTop__dek {\n margin-top: 1px;\n }\n\n .bigTop__dek:last-child {\n margin-bottom: 15px;\n }\n\n .bigTop__hed:last-child {\n margin-bottom: 14px;\n }\n\n .bigTop_button--embedded {\n margin: 15px 0 10px;\n color: #000;\n border-color: #000;\n min-width: 150px;\n }\n\n .bigTop_button--embedded:hover {\n background-color: #000;\n color: #fff;\n }\n\n .bigTop__text--flex > .bigTop__play,\n .bigTop__play--standalone {\n position: absolute;\n top: 28vw; /* half of bottom padding of video elem */\n left: 50%;\n transform: translateY(-50%) translateX(-50%);\n -webkit-transform: translateY(-50%) translateX(-50%);\n pointer-events: none;\n }\n\n .bigTop__videoTrigger {\n height: 0;\n padding-bottom: 56.25%;\n } \n\n .bigTop__flash.flashlineSVG { \n background-size: contain;\n }\n\n .wsj-modern .bigTop__text span:before {\n margin-left: 10px;\n }\n}\n\n/* 8 unit */\n@media (min-width: 640px) and (max-width: 979px) {\n .bigTop__captioncredit,\n .bigTop__text {\n max-width: 640px;\n }\n .wsj-modern .splitTop span.bigTop .bigTop__flash.flashlineSVG {\n min-width: 282px;\n }\n .bigTop__text.bigTop__text--bottom {\n box-sizing: border-box;\n min-height: 40%;\n top: auto;\n bottom: 0;\n padding-bottom: 10px;\n transform: translateY(0) translateX(-50%);\n -webkit-transform: translateY(0) translateX(-50%);\n box-sizing: border-box;\n }\n .wsj-modern .bigTop span.bigTop__flash.flashlineSVG {\n max-width: 239px;\n min-height: 15px;\n max-height: 15px;\n min-width: 350px;\n }\n .wsj-modern .splitTop.bigTop span.bigTop__flash.flashlineSVG {\n min-width: 279px;\n }\n .bigTop__text.bigTop__text--top {\n top: auto;\n bottom:60%;\n max-height: 40%;\n padding-top: 10px;\n box-sizing: border-box;\n transform: translateY(0) translateX(-50%);\n -webkit-transform: translateY(0) translateX(-50%);\n }\n\n .bigTop__hed {\n font-size: 42px;\n line-height: 1.095;\n }\n\n .bigTop__hed + .bigTop__dek {\n margin-top: 9px;\n }\n\n .bigTop__flash + .bigTop__hed {\n margin-top: 5px;\n }\n\n .bigTop_button--embedded {\n margin: 20px auto;\n }\n\n .bigTop__text--bottom.bigTop__text--flex > .bigTop__play {\n position: static;\n }\n\n .bigTop__text--center.bigTop__text--flex > .bigTop__play {\n margin-top: 15px;\n }\n\n .bigTop__text--flex > .bigTop__play + .bigTop__flash {\n margin-top: 15px;\n }\n\n .wsj-modern .splitTop .bigTop__text span:before {\n margin-left: 10px;\n }\n}\n\n/* 8, 12, 16 unit */\n@media (min-width: 640px) {\n .bigTopHide--8,\n .bigTopHide--12,\n .bigTopHide--16,\n .bigTop__flash.bigTopHide--8,\n .bigTop__flash.bigTopHide--12,\n .bigTop__flash.bigTopHide--16 {\n display: none;\n }\n\n .bigTop__rel {\n overflow: hidden; /* fix horizontal scroll in IE11 */\n }\n\n .bigTop__media--image {\n padding-bottom: 51.3%;\n }\n\n .bigTop__media--image > .bigTop__preview--forceblur {\n --webkit-filter: blur(20px);\n filter: blur(20px);\n }\n\n .bigTop__text {\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translateY(-50%) translateX(-50%);\n -webkit-transform: translateY(-50%) translateX(-50%);\n }\n\n .bigTop__dek {\n font-size: 20px;\n line-height: 28px;\n }\n\n .bigTop__text--static.bigTop__text {\n color: #000;\n position: static;\n transform: none;\n margin-left: auto;\n margin-right: auto;\n }\n\n .bigTop__text--inactive.bigTop__text--bottom,\n .bigTop__text--inactive.bigTop__text--center {\n opacity: 0;\n }\n\n .bigTop__text.bigTop__text--flex {\n flex-direction: column;\n display: flex;\n justify-content: flex-end;\n align-items: center;\n height: 100%;\n }\n\n .bigTop__text--clickthrough {\n pointer-events: none;\n }\n\n .bigTop__text--clickthrough > .bigTop__flash,\n .bigTop__text--clickthrough > .bigTop__hed,\n .bigTop__text--clickthrough > .bigTop__dek {\n pointer-events: auto;\n }\n\n .bigTop__text.bigTop__text--flex.bigTop__text--center {\n justify-content: center;\n }\n\n .bigTop__text--center.bigTop__text--flex > .bigTop__play {\n order: 2;\n }\n}\n\n/* 12 unit */\n@media (min-width: 980px) and (max-width: 1299px) {\n .bigTop__captioncredit {\n max-width: 960px;\n }\n\n .splitTop .bigTop__captioncredit {\n max-width: none;\n }\n\n .bigTop__play {\n width: 70px;\n height: 70px;\n }\n\n .bigTop__play:before {\n border-top-width: 16px;\n border-bottom-width: 17px;\n border-left-width: 26px;\n margin-top: 18px;\n margin-left: 25px;\n }\n}\n\n/* 12, 16 unit */\n@media (min-width: 980px) {\n .splitTop .bigTop__captioncredit {\n margin: 0;\n padding: 5px 5px 0 0;\n width: 50%;\n float: right;\n }\n\n .bigTop__hed {\n font-size: 52px;\n line-height: 1.077;\n }\n\n .edition-japan .bigTop__hed {\n font-size: 45px;\n }\n\n .bigTop__text {\n max-width: 960px;\n }\n\n .bigTop__text.bigTop__text--bottom {\n box-sizing: border-box;\n min-height: 30%;\n top: auto;\n bottom: 0;\n box-sizing: border-box;\n padding-bottom: 30px;\n transform: translateY(0) translateX(-50%);\n -webkit-transform: translateY(0) translateX(-50%);\n }\n\n .bigTop__text.bigTop__text--top {\n top: auto;\n bottom: 70%;\n max-height: 30%;\n padding-top: 10px;\n box-sizing: border-box;\n transform: translateY(0) translateX(-50%);\n -webkit-transform: translateY(0) translateX(-50%);\n }\n\n .bigTop__hed + .bigTop__dek {\n margin-top: 8px;\n }\n\n .bigTop__flash + .bigTop__hed {\n margin-top: 5px;\n }\n\n .bigTop__text--bottom.bigTop__text--flex > .bigTop__play {\n /* need to do this because of IE11 */\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translateY(0) translateX(-50%);\n -webkit-transform: translateY(0) translateX(-50%);\n }\n\n .bigTop__text--bottom.bigTop__text--flex > .bigTop__play + .bigTop__flash,\n .bigTop__text--bottom.bigTop__text--flex > .bigTop__play + .bigTop__hed {\n margin-top: 50px;\n }\n\n .bigTop__text--bottom.bigTop__text--flex > .bigTop__play {\n margin-top: -45px;\n }\n\n .bigTop__text--center.bigTop__text--flex > .bigTop__play {\n margin-top: 20px;\n }\n\n .bigTop__text--flex > .bigTop__play + .bigTop__flash {\n margin-top: 15px;\n }\n}\n\n/* 16 unit */\n@media (min-width: 1300px) {\n .bigTop__captioncredit {\n max-width: 1280px;\n }\n\n .splitTop .bigTop__captioncredit {\n max-width: none;\n }\n\n .bigTop__play {\n width: 90px;\n height: 90px;\n }\n\n .bigTop__play:before {\n border-top-width: 20px;\n border-bottom-width: 22px;\n border-left-width: 33px;\n margin-top: 24px;\n margin-left: 33px;\n }\n}\n\n/***********************\nWSJ-Modern styling\n***********************/\n\n.wsj-modern .bigTop .bigTop__rel,\n.wsj-modern .splitTop.bigTop .bigTop__rel {\n background-color: #222;\n}\n\n.wsj-modern .bigTop__overlay {\n display: block;\n}\n\n.wsj-modern .bigTop__overlay--bottom {\n background: none;\n background-color: rgba(0,0,0,0.6);\n}\n\n.wsj-modern .splitTop.bigTop .bigTop__overlay {\n display: none;\n}\n\n.wsj-modern .bigTop__text,\n.wsj-modern .splitTop.bigTop .bigTop__text {\n margin: 0;\n width: 100%;\n max-width: 100%;\n box-sizing: border-box;\n}\n\n.wsj-modern .splitTop.bigTop .bigTop__text {\n padding: 30px 31px;\n}\n\n.wsj-modern .splitTop.bigTop span.bigTop__flash.flashlineSVG {\n min-width: max-content;\n}\n\n/* This styles are required in order to override the inline styles added from the config file */\n.wsj-modern .bigTop .bigTop__flash.flashlineSVG,\n.wsj-modern .splitTop.bigTop .bigTop__flash.flashlineSVG {\n margin: 0 auto 15px;\n min-width: 209px;\n max-width: 209px;\n min-height: 13px;\n max-height: 13px;\n}\n\n.wsj-modern .bigTop .bigTop__hed,\n.wsj-modern .splitTop.bigTop .bigTop__hed {\n color: #FFF;\n font-family: \'Retina Narrow\', \'Retina\', Arial, Helvetica, sans-serif;\n letter-spacing: 0;\n text-align: center;\n text-transform: uppercase;\n}\n\n.wsj-modern .bigTop .bigTop__hed,\n.wsj-modern .splitTop.bigTop .bigTop__hed {\n font-weight: 700;\n}\n\n.wsj-modern .bigTop .bigTop__hed {\n font-size: 36px;\n line-height: 42px;\n margin-bottom: 10px;\n}\n\n.wsj-modern .splitTop.bigTop .bigTop__hed {\n font-size: 34px;\n line-height: 40px;\n margin: 0 20px 15px 21px;\n}\n\n.wsj-modern .bigTop .bigTop__dek,\n.wsj-modern .splitTop.bigTop .bigTop__dek {\n color: #FFF;\n font-family: \'Exchange\', Georgia, serif;\n font-style: italic;\n letter-spacing: 0;\n text-align: center;\n}\n\n.wsj-modern .bigTop .bigTop__dek {\n font-size: 16px;\n line-height: 26px;\n margin: 0;\n}\n\n.wsj-modern .splitTop.bigTop .bigTop__dek {\n font-size: 15px;\n line-height: 22px;\n margin: 0;\n}\n\n@media (max-width: 639px) {\n .wsj-modern .splitTop.bigTop .bigTop__media.bigTopHide--4 {\n display: none;\n }\n\n .wsj-modern .splitTop.bigTop .bigTop__media.bigTopHide--8,\n .wsj-modern .splitTop.bigTop .bigTop__media.bigTopHide--12,\n .wsj-modern .splitTop.bigTop .bigTop__media.bigTopHide--16 {\n display: block;\n height: 194px;\n background-position: center -56px;\n padding-bottom: 0 !important;\n }\n\n .wsj-modern .bigTop .bigTop__rel,\n .wsj-modern .splitTop.bigTop .bigTop__rel {\n background: #fff; \n }\n\n .wsj-modern .bigTop .bigTop__hed,\n .wsj-modern .splitTop.bigTop .bigTop__hed {\n margin-left: 0;\n margin-right: 0;\n }\n\n .wsj-modern .bigTop .bigTop__hed,\n .wsj-modern .splitTop.bigTop .bigTop__hed,\n .wsj-modern .bigTop .bigTop__dek,\n .wsj-modern .splitTop.bigTop .bigTop__dek {\n text-align: left;\n color: #333;\n }\n\n .wsj-modern .bigTop__overlay {\n display: none;\n }\n\n .wsj-modern .bigTop__text {\n padding: 20px 20px 0;\n }\n\n .wsj-modern .bigTop .bigTop__flash.flashlineSVG,\n .wsj-modern .splitTop.bigTop .bigTop__flash.flashlineSVG {\n margin: 0 0 15px;\n }\n}\n\n/* 8, 12, 16, 20 unit */\n@media (min-width: 640px) {\n .wsj-modern .bigTop__text {\n position: absolute;\n top: 50%;\n left: 50%;\n transform: translateY(-50%) translateX(-50%);\n -webkit-transform: translateY(-50%) translateX(-50%);\n padding: 0 20px;\n }\n\n .wsj-modern .bigTop .bigTop__flash.flashlineSVG {\n min-width: 239px;\n max-width: 239px;\n min-height: 15px;\n max-height: 15px;\n }\n .wsj-modern .bigTop .bigTop__hed {\n font-size: 42px;\n line-height: 45px;\n margin-bottom: 10px;\n }\n .wsj-modern .splitTop .bigTop__media {\n float:none;\n width: 50%;\n }\n .wsj-modern .splitTop.bigTop .bigTop__text {\n left: 75%;\n position: absolute;\n top: 50%;\n bottom: auto;\n transform: translate(-50%, -50%);\n -webkit-transform: translate(-50%, -50%);\n width: 50%;\n max-width: 50%;\n min-height: initial;\n padding: 0 18px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__media.bigTopHide--4 {\n display: block;\n }\n .wsj-modern .splitTop.bigTop .bigTop__media.bigTopHide--8,\n .wsj-modern .splitTop.bigTop .bigTop__media.bigTopHide--12,\n .wsj-modern .splitTop.bigTop .bigTop__media.bigTopHide--16 {\n display: none;\n }\n .wsj-modern .splitTop.bigTop .bigTop__hed {\n font-size: 36px;\n line-height: 42px;\n margin: 0 0 10px 12px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__dek {\n font-size: 15px;\n line-height: 22px;\n }\n}\n\n/* 12, 16, 20 unit */\n@media (min-width: 980px) {\n .wsj-modern .bigTop__text {\n padding: 0 103px;\n }\n .wsj-modern .bigTop .bigTop__flash.flashlineSVG {\n margin: 0 auto 20px;\n min-width: 359px;\n max-width: 359px;\n min-height: 22px;\n max-height: 22px;\n }\n .wsj-modern .bigTop span.bigTop__flash.flashlineSVG {\n font-size: 18px;\n font-weight: 700;\n max-width: 212px;\n min-width: 488px;\n line-height: 25px;\n }\n .wsj-modern .bigTop .bigTop__hed {\n font-size: 62px;\n line-height: 66px;\n }\n .wsj-modern .bigTop .bigTop__dek {\n font-size: 18px;\n line-height: 30px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__text {\n padding: 0 47px 0 49px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__flash.flashlineSVG {\n margin: 0 auto 20px;\n min-width: 312px;\n max-width: 312px;\n min-height: 19px;\n max-height: 19px;\n font-size: 18px;\n font-weight: 700;\n }\n .wsj-modern .splitTop.bigTop span.bigTop__flash.flashlineSVG {\n line-height: 23px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__hed {\n font-size: 58px;\n line-height: 64px;\n margin: 0 0 14px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__dek {\n font-size: 18px;\n line-height: 30px;\n margin: 0 5px;\n }\n}\n\n/* 16 unit */\n@media (min-width: 1300px) {\n .wsj-modern .bigTop__text {\n padding: 0 145px;\n }\n .wsj-modern .bigTop .bigTop__dek {\n margin: 0 112px 0 114px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__text {\n padding: 0 33px 0 32px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__hed {\n margin: 0 0 20px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__dek {\n margin: 0 10px 0 3px;\n }\n}\n\n/* 20 unit */\n@media (min-width: 1900px) {\n .wsj-modern .bigTop__text {\n padding: 0 415px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__text {\n padding: 0 112px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__hed {\n margin: 0 0 15px;\n }\n .wsj-modern .splitTop.bigTop .bigTop__dek {\n margin: 0 30px 0 31px;\n }\n}\n\n\n\n \n\n\n \n \n\n \n \n\n\n \n The founders of Entrupy collected real and fake designer handbags to train algorithms that spot counterfeits.\n Jessica Pettway for The Wall Street Journal\n \n \n\n \n\n\n\n\n\n \n\n \n Artificial Intelligence\n \n \n\n\n \n AI Is a New Weapon in the Battle Against Counterfeits\n \n\n \n Algorithms that can spot features invisible to the human eye are helping to protect retailers and shoppers from a glut of fake goods\n \n\n \n\n \n\n \n The founders of Entrupy collected real and fake designer handbags to train algorithms that spot counterfeits.\n Jessica Pettway for The Wall Street Journal\n \n\n\n\nif (performance.mark) performance.mark(\'heroLoadBigTop\') \n\n\n \n\n \n\n\n \n\n\n\n\n\n\n \n\n \n\n\n\n \n\n \n\n \n \n\n\n\n \n \n \n\n \n Author\n\n \n\n Jackie Snow\n \n \n \n\n \n \n Published\n Aug. 7, 2020 9:00 am ET\n \n\n \n Reading Time\n 7 minute read\n \n \n\n\n \n\n \n\n\n\n window.INITIAL_PROPS_ARTICLE_TOOLS = {"data":{},"id":"wsj/articleTools","context":{"breakpoint":"lg","mobileOptions":{"articleId":"SB10509763273812983434704586547250750737150","author":"Jackie Snow","borderBottom":true,"borderTop":true,"componentType":"standard","description":"Algorithms that can spot features invisible to the human eye are helping to protect retailers and shoppers from a glut of fake goods","headline":"AI Is a New Weapon in the Battle Against Counterfeits","image":"https://si.wsj.net/public/resources/images/S1-GZ799_COUNTE_D_20200805120001.jpg","isLoggedIn":false,"isMobile":true,"position":"left-aligned-and-isolated-comment-count","region":"na,us","seoId":"ai-is-a-new-weapon-in-the-battle-against-counterfeits-11596805200","tools":[{"type":"save","options":{"displayLabel":true}},{"type":"share","options":{"displayLabel":true,"shareItems":[{"label":"Email","type":"email"},{"label":"Facebook","type":"facebook"},{"label":"Twitter","type":"twitter","shareBody":"Is that designer handbag real or fake? Increasingly, algorithms are making the call. "},{"label":"WhatsApp","type":"whatsapp"},{"label":"SMS","type":"sms"},{"label":"Permalink","type":"permalink"}],"cssSelectors":{"articleToolsContainer":"#article_tools","headerContainer":"#slimline-header"}}},{"type":"textSize","options":{"displayLabel":true,"cssSelectors":{"articleContainer":"article","medium":"medium-text","large":"large-text"}}}],"url":"https://www.wsj.com/articles/ai-is-a-new-weapon-in-the-battle-against-counterfeits-11596805200","useUrlByArticleID":false,"urlByArticleID":null,"encodeEmailUrl":false},"desktopOptions":{"articleId":"SB10509763273812983434704586547250750737150","author":"Jackie Snow","borderBottom":false,"borderTop":false,"componentType":"standard","description":"Algorithms that can spot features invisible to the human eye are helping to protect retailers and shoppers from a glut of fake goods","headline":"AI Is a New Weapon in the Battle Against Counterfeits","image":"https://si.wsj.net/public/resources/images/S1-GZ799_COUNTE_D_20200805120001.jpg","isLoggedIn":false,"isMobile":false,"position":"colophon","region":"na,us","seoId":"ai-is-a-new-weapon-in-the-battle-against-counterfeits-11596805200","tools":[{"type":"save","options":{"displayLabel":true}},{"type":"share","options":{"displayLabel":true,"shareItems":[{"label":"Email","type":"email"},{"label":"Facebook","type":"facebook"},{"label":"Twitter","type":"twitter","shareBody":"Is that designer handbag real or fake? Increasingly, algorithms are making the call. "},{"label":"Permalink","type":"permalink"},{"label":"Print","type":"print"}],"cssSelectors":{"articleToolsContainer":"#article_tools","headerContainer":"#slimline-header"}}},{"type":"textSize","options":{"displayLabel":true,"cssSelectors":{"articleContainer":"article","medium":"medium-text","large":"large-text"}}}],"url":"https://www.wsj.com/articles/ai-is-a-new-weapon-in-the-battle-against-counterfeits-11596805200","useUrlByArticleID":false,"urlByArticleID":null,"encodeEmailUrl":false}},"package":{"accessedContext":[],"nodes":{"0":{"component":{"options":{"breakpoints":["xs","sm","md","lg"]},"id":"c8882c9c-15d3-4d1f-9b0e-81b6f321365d","acceptsTypes":{},"isConditional":true,"$context":{"./options/initialBreakpoint":{"key":[".","options","initialBreakpoint"],"value":["#","breakpoint"]}},"decorators":["WSJTheme"]},"children":["0.0","0.1","0.2","0.3"],"treeOrder":1,"name":"0","hierarchy":"0","states":[{"nodes":[],"data":[],"hierarchy":{},"dedupeGroups":{},"components":{}},{"nodes":[],"data":[],"hierarchy":{},"dedupeGroups":{},"components":{}},{"nodes":[],"data":[],"hierarchy":{},"dedupeGroups":{},"components":{}},{"nodes":[],"data":[],"hierarchy":{},"dedupeGroups":{},"components":{}}]},"0.0":{"component":{"id":"5c5570fe-7775-4969-92ed-c47ecb965e78","acceptsTypes":{},"isConditional":false,"$context":{"./options":{"key":[".","options"],"value":["#","mobileOptions"]}},"decorators":["WSJTheme"]},"treeOrder":2,"name":"0.0","hierarchy":"0"},"0.1":{"component":{"id":"5c5570fe-7775-4969-92ed-c47ecb965e78","acceptsTypes":{},"isConditional":false,"$context":{"./options":{"key":[".","options"],"value":["#","mobileOptions"]}},"decorators":["WSJTheme"]},"treeOrder":3,"name":"0.1","hierarchy":"0"},"0.2":{"component":{"id":"5c5570fe-7775-4969-92ed-c47ecb965e78","acceptsTypes":{},"isConditional":false,"$context":{"./options":{"key":[".","options"],"value":["#","desktopOptions"]}},"decorators":["WSJTheme"]},"treeOrder":4,"name":"0.2","hierarchy":"0"},"0.3":{"component":{"id":"5c5570fe-7775-4969-92ed-c47ecb965e78","acceptsTypes":{},"isConditional":false,"$context":{"./options":{"key":[".","options"],"value":["#","desktopOptions"]}},"decorators":["WSJTheme"]},"treeOrder":5,"name":"0.3","hierarchy":"0"}},"root":"0","states":{"nodes":[],"data":[],"hierarchy":{},"dedupeGroups":{},"components":{"code___decoratedComponent___c8882c9c-15d3-4d1f-9b0e-81b6f321365d___WSJTheme":{"id":"c8882c9c-15d3-4d1f-9b0e-81b6f321365d","decorators":["WSJTheme"]},"code___decoratedComponent___5c5570fe-7775-4969-92ed-c47ecb965e78___WSJTheme":{"id":"5c5570fe-7775-4969-92ed-c47ecb965e78","decorators":["WSJTheme"]}},"children":["0"]},"refreshInterval":null},"currentState":{"data":[],"nodes":{"0":{"query":{},"$content":"","state":3}},"hierarchy":{},"dedupeGroups":{},"components":{"code___decoratedComponent___c8882c9c-15d3-4d1f-9b0e-81b6f321365d___WSJTheme":{"id":"c8882c9c-15d3-4d1f-9b0e-81b6f321365d","decorators":["WSJTheme"]},"code___decoratedComponent___5c5570fe-7775-4969-92ed-c47ecb965e78___WSJTheme":{"id":"5c5570fe-7775-4969-92ed-c47ecb965e78","decorators":["WSJTheme"]}}}}\nShare Text\n\n \n\n \n \n \n\n \n \n\n\n\n\n\n\n\n \n \n \n By\n Jackie Snow\n\n \n \n\n \n\n\n\n \n\n\n\n \n When Olivia Matthaei, a consignment store sales clerk, needs to check whether a designer handbag is authentic, she knows the drill. She grabs a custom camera with a microscope lens provided by Entrupy, a New York-based artificial-intelligence startup. The shape of a bulky battery pack, it pops onto an iPhone or iPod. She opens the Entrupy app and selects a brand from a list.\n The app guides her through taking photos of different parts of the bag, such as specific areas of the fabric and logo, as she presses the camera against the material. It normally takes a user three to five minutes to go through the authentication process, but she is faster because the store, Opulent Habits, in Madison, N.J., has been using the app since 2018.\n I can do it in less than a minute at this point, Ms. Matthaei says.\n \n\n\n\n\n\n \n\n \n \n \n\n \n \n \n\n \n \n \n \n \n \n\n\n\n \n \n \n \n (function () {\n var adOptions = {"options":{"adUnitPath":"/2/interactive.wsj.com/foe","autoRefresh":false,"adTargeting":{"bkuuid":null,"circ":"snippet","metazone":null,"msrc":null,"S":"prod","alert":["volatility075","green"]},"disableRefresh":false,"adSize":[[300,250],[320,320],[728,90],[970,90],[970,66],[970,250]],"adSizeMap":{"at4units":[[300,250],[320,320]],"at8units":[[300,250],[320,320]],"at12units":[[728,90],[970,90],[970,66],[970,250]],"at16units":[[728,90],[970,90],[970,66],[970,250]]},"adActivate":true,"adId":"AD_L","triggerPrebid":true,"isObserve":true,"isTemplate":false,"collapseAdBeforeFetch":true,"isUtagData":true,"isMetaTag":false,"threshold":1,"shouldUpdate":true,"moatEnabled":true,"adRequestOnRemount":true,"observeFromUAC":true,"isLoggedIn":null,"label":"","labelClasses":"","wrapperStyles":{},"reserveInitialHeight":false,"responsiveContainer":false}}\n if (!window.__articleUACQueue) { window.__articleUACQueue = []; }\n if (typeof window.__buildAdForArticle === \'function\') {\n window.__buildAdForArticle(adOptions)\n } else {\n window.__articleUACQueue.push( function() { window.__buildAdForArticle(adOptions) })\n }\n })();\n \n \n\n \n\n \n \n \n\n \n \n \n\n\n\n\n window.INITIAL_PROPS_FOOTER = {"data":{},"id":"wsj/footer","context":{"ccpaApplies":true,"themeMode":"dark"},"package":{"accessedContext":[],"nodes":{"0":{"component":{"id":"275181c7-8620-4df3-a008-d0cd9937db22","acceptsTypes":{},"isConditional":false,"$context":{},"decorators":["WSJTheme"]},"children":["0.0"],"treeOrder":1,"name":"0","hierarchy":"0"},"0.0":{"component":{"id":"1a415002-8aaa-4e15-8c40-6992945e319e","options":{},"acceptsTypes":{},"isConditional":false,"$context":{"./options/ccpaApplies":{"key":[".","options","ccpaApplies"],"value":["#","ccpaApplies"]},"./options/themeMode":{"key":[".","options","themeMode"],"value":["#","themeMode"]}},"decorators":["WSJTheme"]},"treeOrder":2,"name":"0.0","hierarchy":"0"}},"root":"0","states":{"nodes":[],"data":[],"hierarchy":{},"dedupeGroups":{},"components":{"code___decoratedComponent___275181c7-8620-4df3-a008-d0cd9937db22___WSJTheme":{"id":"275181c7-8620-4df3-a008-d0cd9937db22","decorators":["WSJTheme"]},"code___decoratedComponent___1a415002-8aaa-4e15-8c40-6992945e319e___WSJTheme":{"id":"1a415002-8aaa-4e15-8c40-6992945e319e","decorators":["WSJTheme"]}}},"refreshInterval":null},"currentState":{"data":[],"nodes":{},"hierarchy":{},"dedupeGroups":{},"components":{"code___decoratedComponent___275181c7-8620-4df3-a008-d0cd9937db22___WSJTheme":{"id":"275181c7-8620-4df3-a008-d0cd9937db22","decorators":["WSJTheme"]},"code___decoratedComponent___1a415002-8aaa-4e15-8c40-6992945e319e___WSJTheme":{"id":"1a415002-8aaa-4e15-8c40-6992945e319e","decorators":["WSJTheme"]}}}}\nCustomer CenterSubscriber AgreementPrivacy NoticeCookie NoticeDo Not Sell My Personal Information 2020 Dow Jones & Company, Inc. All Rights Reserved.\n\n \n\n\n \n \n \n\n \n Copyright 2020 Dow Jones & Company, Inc. All Rights Reserved\n \n \n\n\n window.delayOptimizelyForVid = true;\n var supportsPreload = window.supportsPreload;\n if (!supportsPreload) {\n // Load styles and scripts for video\n var videoScript = window.document.createElement(\'script\');\n videoScript.src = \'https://video-api.wsj.com/api-video/player/v3/js/video.min.js\';\n document.head.appendChild(videoScript);\n\n var videoCSS = window.document.createElement(\'link\');\n videoCSS.rel = \'stylesheet\';\n videoCSS.type = \'text/css\';\n videoCSS.href = \'https://video-api.wsj.com/api-video/player/v3/css/video.min.css\';\n videoCSS.media = \'all\';\n document.head.appendChild(videoCSS);\n\n var videoInit = window.document.createElement(\'script\');\n videoInit.src = \'https://asset.barrons.com/article/public/video.505b67462900564ca348.js\';\n document.head.appendChild(videoInit);\n }\n\n loadCSS("https://asset.barrons.com/article/public/wsj_modern_snippet.async.90f49f55c5ef24d445ec.css");\n \n loadJs("//cdnjs.cloudflare.com/ajax/libs/require.js/2.1.14/require.min.js");\n \nwindow.ASSET_PATH = \'https://asset.barrons.com/article/public/\';\n\nwhenAvailable(\'webpackJsonp\', function() {\n loadJs(\'https://asset.barrons.com/article/public/wsj_modern_snippet.84116b1558c0b236b72b.js\')\n});\n\n window.googleAdSlots = window.googleAdSlots || {};\n window.googletag = window.googletag || {};\n googletag.cmd = googletag.cmd || [];\n window.pbjs = window.pbjs || {};\n pbjs.que = pbjs.que || [];\n\n googletag.cmd.push(function() {\n googletag.pubads().disableInitialLoad();// pb.js queues this on googletag.cmd already\n googletag.pubads().setTargeting("page","article");\n googletag.companionAds().setRefreshUnfilledSlots(true);\n googletag.enableServices();\n });\n\n (function() {\n if( window.isFontDisplaySupported || sessionStorage.fontOptional ) {\n return;\n }\n window.onfontready=function(e,t,i,n,o){i=i||0,i.timeoutAfter&&setTimeout(function(){n&&(document.body.removeChild(n),n=0,i.onTimeout&&i.onTimeout())},i.timeoutAfter),o=function(){n&&n.firstChild.clientWidth==n.lastChild.clientWidth&&(document.body.removeChild(n),n=0,t())},o(document.body.appendChild(n=document.createElement("div")).innerHTML=\'<div style="position:fixed;white-space:pre;bottom:999%;right:999%;font:999px \'+(i.generic?"":"\'")+e+(i.generic?"":"\'")+\',serif">\'+(i.sampleText||" ")+\'</div><div style="position:fixed;white-space:pre;bottom:999%;right:999%;font:999px \'+(i.generic?"":"\'")+e+(i.generic?"":"\'")+\',monospace">\'+(i.sampleText||" ")+"</div>"),n&&(n.firstChild.appendChild(e=document.createElement("iframe")).style.width="999%",e.contentWindow.onresize=o,n.lastChild.appendChild(e=document.createElement("iframe")).style.width="999%",e.contentWindow.onresize=o,e=setTimeout(o))};\n window.onfontsready=function(e,t,n,o,i){for(n=n||0,o=i=0;o<e.length;o++)window.onfontready(e[o],function(){++i>=e.length&&t()},{timeoutAfter:n.timeoutAfter,sampleText:n.sampleText instanceof Array?n.sampleText[o]:n.sampleText,generic:n.generic instanceof Array?n.generic[o]:n.generic});n.timeoutAfter&&n.onTimeout&&setTimeout(function(){i<e.length&&n.onTimeout(i=NaN)},n.timeoutAfter)};\n //add class when detcted\n onfontsready(["Escrow Condensed", "Exchange"], function() {\n document.documentElement.className += " font-swap";\n sessionStorage.fontSwap= true;\n onfontsready(["Retina", "Retina Narrow"], function() {\n document.documentElement.className += " font-fallback font-optional";\n sessionStorage.fontFallback = true;\n sessionStorage.fontOptional = true;\n }, { timeoutAfter: 300 }\n ) }, { timeoutAfter: 1000 });\n })()\n'
##r chunk
library(textclean)
library(stringr)
words = unlist(tokenize_words(clean_text_1_lower_remove))
words = str_replace_all(words, pattern = "’",
replacement = "'")
replace_contraction(words,
contraction.key = lexicon::key_contractions, #default
ignore.case = T)
## [1] "ai"
## [2] "is"
## [3] "a"
## [4] "new"
## [5] "weapon"
## [6] "in"
## [7] "the"
## [8] "battle"
## [9] "against"
## [10] "counterfeits"
## [11] "wsj"
## [12] "context"
## [13] "http"
## [14] "schema.org"
## [15] "type"
## [16] "newsarticle"
## [17] "mainentityofpage"
## [18] "type"
## [19] "webpage"
## [20] "id"
## [21] "https"
## [22] "www.wsj.com"
## [23] "articles"
## [24] "ai"
## [25] "is"
## [26] "a"
## [27] "new"
## [28] "weapon"
## [29] "in"
## [30] "the"
## [31] "battle"
## [32] "against"
## [33] "counterfeits"
## [34] "11596805200"
## [35] "headline"
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## [37] "is"
## [38] "a"
## [39] "new"
## [40] "weapon"
## [41] "in"
## [42] "the"
## [43] "battle"
## [44] "against"
## [45] "counterfeits"
## [46] "image"
## [47] "https"
## [48] "images.wsj.net"
## [49] "im"
## [50] "217414"
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## [52] "1280"
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## [55] "https"
## [56] "images.wsj.net"
## [57] "im"
## [58] "217414"
## [59] "width"
## [60] "1280"
## [61] "size"
## [62] "1.33333333"
## [63] "https"
## [64] "images.wsj.net"
## [65] "im"
## [66] "217414"
## [67] "width"
## [68] "1280"
## [69] "size"
## [70] "1.77777778"
## [71] "publisher"
## [72] "type"
## [73] "newsmediaorganization"
## [74] "name"
## [75] "the"
## [76] "wall"
## [77] "street"
## [78] "journal"
## [79] "logo"
## [80] "width"
## [81] "576"
## [82] "height"
## [83] "60"
## [84] "url"
## [85] "https"
## [86] "s.wsj.net"
## [87] "media"
## [88] "wsj_amp_masthead_lg.png"
## [89] "type"
## [90] "imageobject"
## [91] "id"
## [92] "https"
## [93] "www.wsj.com"
## [94] "publisher"
## [95] "articlesection"
## [96] "life"
## [97] "isaccessibleforfree"
## [98] "false"
## [99] "datecreated"
## [100] "2020"
## [101] "08"
## [102] "07t13"
## [103] "00"
## [104] "00.000z"
## [105] "datepublished"
## [106] "2020"
## [107] "08"
## [108] "07t13"
## [109] "00"
## [110] "00.000z"
## [111] "datemodified"
## [112] "2020"
## [113] "08"
## [114] "07t13"
## [115] "00"
## [116] "00.000z"
## [117] "description"
## [118] "algorithms"
## [119] "that"
## [120] "can"
## [121] "spot"
## [122] "features"
## [123] "invisible"
## [124] "to"
## [125] "the"
## [126] "human"
## [127] "eye"
## [128] "are"
## [129] "helping"
## [130] "to"
## [131] "protect"
## [132] "retailers"
## [133] "and"
## [134] "shoppers"
## [135] "from"
## [136] "a"
## [137] "glut"
## [138] "of"
## [139] "fake"
## [140] "goods"
## [141] "url"
## [142] "https"
## [143] "www.wsj.com"
## [144] "articles"
## [145] "ai"
## [146] "is"
## [147] "a"
## [148] "new"
## [149] "weapon"
## [150] "in"
## [151] "the"
## [152] "battle"
## [153] "against"
## [154] "counterfeits"
## [155] "11596805200"
## [156] "haspart"
## [157] "type"
## [158] "webpageelement"
## [159] "isaccessibleforfree"
## [160] "false"
## [161] "cssselector"
## [162] "paywall"
## [163] "keywords"
## [164] "ai"
## [165] "artificial"
## [166] "intelligence"
## [167] "counterfeit"
## [168] "goods"
## [169] "entrupy"
## [170] "wsj"
## [171] "future"
## [172] "of"
## [173] "everything"
## [174] "machine"
## [175] "learning"
## [176] "political"
## [177] "general"
## [178] "news"
## [179] "counterfeit"
## [180] "forgery"
## [181] "crime"
## [182] "legal"
## [183] "action"
## [184] "computer"
## [185] "science"
## [186] "fraud"
## [187] "living"
## [188] "lifestyle"
## [189] "personal"
## [190] "technology"
## [191] "sciences"
## [192] "humanities"
## [193] "computers"
## [194] "consumer"
## [195] "electronics"
## [196] "software"
## [197] "applications"
## [198] "software"
## [199] "computing"
## [200] "mobile"
## [201] "applications"
## [202] "software"
## [203] "technology"
## [204] "author"
## [205] "type"
## [206] "person"
## [207] "name"
## [208] "jackie"
## [209] "snow"
## [210] "thumbnailurl"
## [211] "https"
## [212] "images.wsj.net"
## [213] "im"
## [214] "217414"
## [215] "width"
## [216] "1280"
## [217] "size"
## [218] "1"
## [219] "abbr"
## [220] "address"
## [221] "article"
## [222] "aside"
## [223] "audio"
## [224] "b"
## [225] "blockquote"
## [226] "body"
## [227] "caption"
## [228] "cite"
## [229] "code"
## [230] "dd"
## [231] "del"
## [232] "dfn"
## [233] "div"
## [234] "dl"
## [235] "dt"
## [236] "em"
## [237] "fieldset"
## [238] "figure"
## [239] "footer"
## [240] "form"
## [241] "h1"
## [242] "h2"
## [243] "h3"
## [244] "h4"
## [245] "h5"
## [246] "h6"
## [247] "header"
## [248] "hgroup"
## [249] "html"
## [250] "i"
## [251] "iframe"
## [252] "img"
## [253] "ins"
## [254] "kbd"
## [255] "label"
## [256] "legend"
## [257] "li"
## [258] "mark"
## [259] "menu"
## [260] "nav"
## [261] "object"
## [262] "ol"
## [263] "p"
## [264] "pre"
## [265] "q"
## [266] "samp"
## [267] "section"
## [268] "small"
## [269] "span"
## [270] "strong"
## [271] "sub"
## [272] "sup"
## [273] "table"
## [274] "tbody"
## [275] "td"
## [276] "tfoot"
## [277] "th"
## [278] "thead"
## [279] "time"
## [280] "tr"
## [281] "ul"
## [282] "var"
## [283] "video"
## [284] "margin"
## [285] "0"
## [286] "padding"
## [287] "0"
## [288] "border"
## [289] "0"
## [290] "font"
## [291] "size"
## [292] "100"
## [293] "font"
## [294] "weight"
## [295] "400"
## [296] "font"
## [297] "style:normal"
## [298] "vertical"
## [299] "align:baseline"
## [300] "background:transparent"
## [301] "article"
## [302] "aside"
## [303] "figure"
## [304] "footer"
## [305] "header"
## [306] "hgroup"
## [307] "nav"
## [308] "section"
## [309] "display:block"
## [310] "html"
## [311] "overflow"
## [312] "y:scroll"
## [313] "menu"
## [314] "ul"
## [315] "list"
## [316] "style:none"
## [317] "blockquote"
## [318] "q"
## [319] "quotes:none"
## [320] "blockquote:after"
## [321] "blockquote:before"
## [322] "q:after"
## [323] "q:before"
## [324] "content"
## [325] "content:none"
## [326] "a"
## [327] "margin"
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## [333] "100"
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## [336] "background:transparent"
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## [339] "decoration:line"
## [340] "through"
## [341] "table"
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## [343] "collapse:collapse"
## [344] "border"
## [345] "spacing"
## [346] "0"
## [347] "th"
## [348] "vertical"
## [349] "align:bottom"
## [350] "td"
## [351] "font"
## [352] "weight"
## [353] "400"
## [354] "vertical"
## [355] "align:top"
## [356] "hr"
## [357] "display:block"
## [358] "height"
## [359] "1px"
## [360] "border"
## [361] "0"
## [362] "border"
## [363] "top"
## [364] "1px"
## [365] "solid"
## [366] "ccc"
## [367] "margin"
## [368] "1rem"
## [369] "0"
## [370] "padding"
## [371] "0"
## [372] "input"
## [373] "select"
## [374] "vertical"
## [375] "align:middle"
## [376] "pre"
## [377] "white"
## [378] "space:pre"
## [379] "white"
## [380] "space:pre"
## [381] "wrap"
## [382] "white"
## [383] "space:pre"
## [384] "line"
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## [388] "input"
## [389] "type"
## [390] "radio"
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## [392] "align:text"
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## [395] "type"
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## [401] "table"
## [402] "font"
## [403] "size:inherit"
## [404] "font"
## [405] "100"
## [406] "a:active"
## [407] "a:hover"
## [408] "outline:none"
## [409] "strong"
## [410] "font"
## [411] "weight"
## [412] "700"
## [413] "em"
## [414] "font"
## [415] "style:italic"
## [416] "td"
## [417] "td"
## [418] "img"
## [419] "vertical"
## [420] "align:top"
## [421] "sub"
## [422] "sup"
## [423] "font"
## [424] "size"
## [425] "75"
## [426] "line"
## [427] "height"
## [428] "0"
## [429] "position:relative"
## [430] "sup"
## [431] "top"
## [432] "5px"
## [433] "top"
## [434] "8px"
## [435] "top"
## [436] "5rem"
## [437] "sub"
## [438] "bottom"
## [439] "2.5px"
## [440] "bottom"
## [441] "4px"
## [442] "bottom"
## [443] "25rem"
## [444] "code"
## [445] "kbd"
## [446] "pre"
## [447] "samp"
## [448] "font"
## [449] "family:monospace"
## [450] "sans"
## [451] "serif"
## [452] "button"
## [453] "input"
## [454] "type"
## [455] "button"
## [456] "input"
## [457] "type"
## [458] "submit"
## [459] "cursor:pointer"
## [460] "button"
## [461] "input"
## [462] "select"
## [463] "textarea"
## [464] "margin"
## [465] "0"
## [466] "padding"
## [467] "0"
## [468] "body"
## [469] "text"
## [470] "align:left"
## [471] "font"
## [472] "family:retina"
## [473] "arial"
## [474] "helvetica"
## [475] "sans"
## [476] "serif"
## [477] "color"
## [478] "333"
## [479] "img"
## [480] "border"
## [481] "0"
## [482] "display:block"
## [483] "a:active"
## [484] "a:link"
## [485] "a:visited"
## [486] "color:inherit"
## [487] "text"
## [488] "decoration:none"
## [489] "outline:none"
## [490] "a:hover"
## [491] "color"
## [492] "22688e"
## [493] "article"
## [494] "content"
## [495] "a"
## [496] "text"
## [497] "decoration:underline"
## [498] "article"
## [499] "content"
## [500] "a:hover"
## [501] "text"
## [502] "decoration:none"
## [503] "h1"
## [504] "h2"
## [505] "h3"
## [506] "h4"
## [507] "h5"
## [508] "h6"
## [509] "font"
## [510] "weight"
## [511] "400"
## [512] "margin"
## [513] "0"
## [514] "padding"
## [515] "0"
## [516] "clearfix:after"
## [517] "column:after"
## [518] "module:after"
## [519] "sector:after"
## [520] "content"
## [521] "display:block"
## [522] "height"
## [523] "0"
## [524] "visibility:hidden"
## [525] "clear:both"
## [526] "sector"
## [527] "margin"
## [528] "0"
## [529] "auto"
## [530] "column"
## [531] "width"
## [532] "100"
## [533] "max"
## [534] "width"
## [535] "100"
## [536] "float:left"
## [537] "min"
## [538] "height"
## [539] "1px"
## [540] "column"
## [541] "module"
## [542] "webkit"
## [543] "box"
## [544] "sizing:border"
## [545] "box"
## [546] "box"
## [547] "sizing:border"
## [548] "box"
## [549] "ms"
## [550] "box"
## [551] "sizing:border"
## [552] "box"
## [553] "moz"
## [554] "box"
## [555] "sizing:border"
## [556] "box"
## [557] "hide"
## [558] "display:none"
## [559] "module"
## [560] "margin"
## [561] "left"
## [562] "10px"
## [563] "margin"
## [564] "right"
## [565] "10px"
## [566] "module.padded"
## [567] "margin"
## [568] "right"
## [569] "0"
## [570] "margin"
## [571] "left"
## [572] "0"
## [573] "width"
## [574] "100"
## [575] "gutter"
## [576] "right"
## [577] "margin"
## [578] "right"
## [579] "20px"
## [580] "gutter"
## [581] "left"
## [582] "margin"
## [583] "left"
## [584] "20px"
## [585] "gutter"
## [586] "top"
## [587] "margin"
## [588] "top"
## [589] "20px"
## [590] "gutter"
## [591] "bottom"
## [592] "margin"
## [593] "bottom"
## [594] "20px"
## [595] "col1"
## [596] "width"
## [597] "80px"
## [598] "col2"
## [599] "width"
## [600] "160px"
## [601] "col3"
## [602] "width"
## [603] "240px"
## [604] "col4"
## [605] "width"
## [606] "320px"
## [607] "col5"
## [608] "width"
## [609] "400px"
## [610] "col6"
## [611] "width"
## [612] "480px"
## [613] "col7"
## [614] "width"
## [615] "560px"
## [616] "col8"
## [617] "width"
## [618] "640px"
## [619] "col9"
## [620] "width"
## [621] "720px"
## [622] "col10"
## [623] "width"
## [624] "800px"
## [625] "col11"
## [626] "width"
## [627] "880px"
## [628] "col12"
## [629] "width"
## [630] "960px"
## [631] "col13"
## [632] "width"
## [633] "1040px"
## [634] "col14"
## [635] "width"
## [636] "1120px"
## [637] "col15"
## [638] "width"
## [639] "1200px"
## [640] "col16"
## [641] "width"
## [642] "1280px"
## [643] "offset1"
## [644] "margin"
## [645] "left"
## [646] "80px"
## [647] "offset2"
## [648] "margin"
## [649] "left"
## [650] "160px"
## [651] "offset3"
## [652] "margin"
## [653] "left"
## [654] "240px"
## [655] "offset4"
## [656] "margin"
## [657] "left"
## [658] "320px"
## [659] "offset5"
## [660] "margin"
## [661] "left"
## [662] "400px"
## [663] "offset6"
## [664] "margin"
## [665] "left"
## [666] "480px"
## [667] "offset7"
## [668] "margin"
## [669] "left"
## [670] "560px"
## [671] "offset8"
## [672] "margin"
## [673] "left"
## [674] "640px"
## [675] "offset9"
## [676] "margin"
## [677] "left"
## [678] "720px"
## [679] "offset10"
## [680] "margin"
## [681] "left"
## [682] "800px"
## [683] "offset11"
## [684] "margin"
## [685] "left"
## [686] "880px"
## [687] "offset12"
## [688] "margin"
## [689] "left"
## [690] "960px"
## [691] "offset13"
## [692] "margin"
## [693] "left"
## [694] "1040px"
## [695] "offset14"
## [696] "margin"
## [697] "left"
## [698] "1120px"
## [699] "offset15"
## [700] "margin"
## [701] "left"
## [702] "1200px"
## [703] "offset16"
## [704] "margin"
## [705] "left"
## [706] "1280px"
## [707] "media"
## [708] "max"
## [709] "width"
## [710] "639px"
## [711] "html"
## [712] "outline"
## [713] "color"
## [714] "040000"
## [715] "hide4"
## [716] "display:none"
## [717] "sector"
## [718] "width"
## [719] "100"
## [720] "column"
## [721] "width"
## [722] "100"
## [723] "important"
## [724] "module"
## [725] "width:auto"
## [726] "media"
## [727] "min"
## [728] "width"
## [729] "640px"
## [730] "and"
## [731] "max"
## [732] "width"
## [733] "979px"
## [734] "html"
## [735] "outline"
## [736] "color"
## [737] "080000"
## [738] "hide8"
## [739] "display:none"
## [740] "sector"
## [741] "width"
## [742] "640px"
## [743] "at8"
## [744] "col1"
## [745] "width"
## [746] "80px"
## [747] "at8"
## [748] "col2"
## [749] "width"
## [750] "160px"
## [751] "at8"
## [752] "col3"
## [753] "width"
## [754] "240px"
## [755] "at8"
## [756] "col4"
## [757] "width"
## [758] "320px"
## [759] "at8"
## [760] "col5"
## [761] "width"
## [762] "400px"
## [763] "at8"
## [764] "col6"
## [765] "width"
## [766] "480px"
## [767] "at8"
## [768] "col7"
## [769] "width"
## [770] "560px"
## [771] "at8"
## [772] "col8"
## [773] "width"
## [774] "640px"
## [775] "at8"
## [776] "offset1"
## [777] "margin"
## [778] "left"
## [779] "80px"
## [780] "at8"
## [781] "offset2"
## [782] "margin"
## [783] "left"
## [784] "160px"
## [785] "at8"
## [786] "offset3"
## [787] "margin"
## [788] "left"
## [789] "240px"
## [790] "at8"
## [791] "offset4"
## [792] "margin"
## [793] "left"
## [794] "320px"
## [795] "media"
## [796] "min"
## [797] "width"
## [798] "980px"
## [799] "and"
## [800] "max"
## [801] "width"
## [802] "1299px"
## [803] "html"
## [804] "outline"
## [805] "color"
## [806] "0c0000"
## [807] "hide12"
## [808] "display:none"
## [809] "sector"
## [810] "width"
## [811] "960px"
## [812] "at12"
## [813] "col1"
## [814] "width"
## [815] "80px"
## [816] "at12"
## [817] "col2"
## [818] "width"
## [819] "160px"
## [820] "at12"
## [821] "col3"
## [822] "width"
## [823] "240px"
## [824] "at12"
## [825] "col4"
## [826] "width"
## [827] "320px"
## [828] "at12"
## [829] "col5"
## [830] "width"
## [831] "400px"
## [832] "at12"
## [833] "col6"
## [834] "width"
## [835] "480px"
## [836] "at12"
## [837] "col7"
## [838] "width"
## [839] "560px"
## [840] "at12"
## [841] "col8"
## [842] "width"
## [843] "640px"
## [844] "at12"
## [845] "col9"
## [846] "width"
## [847] "720px"
## [848] "at12"
## [849] "col10"
## [850] "width"
## [851] "800px"
## [852] "at12"
## [853] "col11"
## [854] "width"
## [855] "880px"
## [856] "at12"
## [857] "col12"
## [858] "width"
## [859] "960px"
## [860] "at12"
## [861] "offset1"
## [862] "margin"
## [863] "left"
## [864] "80px"
## [865] "at12"
## [866] "offset2"
## [867] "margin"
## [868] "left"
## [869] "160px"
## [870] "at12"
## [871] "offset3"
## [872] "margin"
## [873] "left"
## [874] "240px"
## [875] "at12"
## [876] "offset4"
## [877] "margin"
## [878] "left"
## [879] "320px"
## [880] "media"
## [881] "min"
## [882] "width"
## [883] "1300px"
## [884] "html"
## [885] "outline"
## [886] "color"
## [887] "100000"
## [888] "hide16"
## [889] "display:none"
## [890] "sector"
## [891] "width"
## [892] "1280px"
## [893] "at16"
## [894] "col1"
## [895] "width"
## [896] "80px"
## [897] "at16"
## [898] "col2"
## [899] "width"
## [900] "160px"
## [901] "at16"
## [902] "col3"
## [903] "width"
## [904] "240px"
## [905] "at16"
## [906] "col4"
## [907] "width"
## [908] "320px"
## [909] "at16"
## [910] "col5"
## [911] "width"
## [912] "400px"
## [913] "at16"
## [914] "col6"
## [915] "width"
## [916] "480px"
## [917] "at16"
## [918] "col7"
## [919] "width"
## [920] "560px"
## [921] "at16"
## [922] "col8"
## [923] "width"
## [924] "640px"
## [925] "at16"
## [926] "col9"
## [927] "width"
## [928] "720px"
## [929] "at16"
## [930] "col10"
## [931] "width"
## [932] "800px"
## [933] "at16"
## [934] "col11"
## [935] "width"
## [936] "880px"
## [937] "at16"
## [938] "col12"
## [939] "width"
## [940] "960px"
## [941] "at16"
## [942] "col13"
## [943] "width"
## [944] "1040px"
## [945] "at16"
## [946] "col14"
## [947] "width"
## [948] "1120px"
## [949] "at16"
## [950] "col15"
## [951] "width"
## [952] "1200px"
## [953] "at16"
## [954] "col16"
## [955] "width"
## [956] "1280px"
## [957] "at16"
## [958] "offset1"
## [959] "margin"
## [960] "left"
## [961] "80px"
## [962] "at16"
## [963] "offset2"
## [964] "margin"
## [965] "left"
## [966] "160px"
## [967] "at16"
## [968] "offset3"
## [969] "margin"
## [970] "left"
## [971] "240px"
## [972] "at16"
## [973] "offset4"
## [974] "margin"
## [975] "left"
## [976] "320px"
## [977] "font"
## [978] "face"
## [979] "font"
## [980] "family:retina"
## [981] "src:url"
## [982] "https"
## [983] "www.wsj.com"
## [984] "fonts"
## [985] "woffs"
## [986] "retina"
## [987] "retina"
## [988] "book.woff2"
## [989] "format"
## [990] "woff2"
## [991] "url"
## [992] "https"
## [993] "www.wsj.com"
## [994] "fonts"
## [995] "woffs"
## [996] "retina"
## [997] "retina"
## [998] "book.woff"
## [999] "format"
## [1000] "woff"
## [1001] "font"
## [1002] "weight"
## [1003] "400"
## [1004] "font"
## [1005] "style:normal"
## [1006] "font"
## [1007] "display:fallback"
## [1008] "font"
## [1009] "face"
## [1010] "font"
## [1011] "family:retina"
## [1012] "src:url"
## [1013] "https"
## [1014] "www.wsj.com"
## [1015] "fonts"
## [1016] "woffs"
## [1017] "retina"
## [1018] "retina"
## [1019] "bookitalic.woff2"
## [1020] "format"
## [1021] "woff2"
## [1022] "url"
## [1023] "https"
## [1024] "www.wsj.com"
## [1025] "fonts"
## [1026] "woffs"
## [1027] "retina"
## [1028] "retina"
## [1029] "bookitalic.woff"
## [1030] "format"
## [1031] "woff"
## [1032] "font"
## [1033] "weight"
## [1034] "400"
## [1035] "font"
## [1036] "style:italic"
## [1037] "font"
## [1038] "display:optional"
## [1039] "font"
## [1040] "face"
## [1041] "font"
## [1042] "family:retina"
## [1043] "src:url"
## [1044] "https"
## [1045] "www.wsj.com"
## [1046] "fonts"
## [1047] "woffs"
## [1048] "retina"
## [1049] "retina"
## [1050] "light.woff2"
## [1051] "format"
## [1052] "woff2"
## [1053] "url"
## [1054] "https"
## [1055] "www.wsj.com"
## [1056] "fonts"
## [1057] "woffs"
## [1058] "retina"
## [1059] "retina"
## [1060] "light.woff"
## [1061] "format"
## [1062] "woff"
## [1063] "font"
## [1064] "weight"
## [1065] "300"
## [1066] "font"
## [1067] "style:normal"
## [1068] "font"
## [1069] "display:fallback"
## [1070] "font"
## [1071] "face"
## [1072] "font"
## [1073] "family:retina"
## [1074] "src:url"
## [1075] "https"
## [1076] "www.wsj.com"
## [1077] "fonts"
## [1078] "woffs"
## [1079] "retina"
## [1080] "retina"
## [1081] "lightitalic.woff2"
## [1082] "format"
## [1083] "woff2"
## [1084] "url"
## [1085] "https"
## [1086] "www.wsj.com"
## [1087] "fonts"
## [1088] "woffs"
## [1089] "retina"
## [1090] "retina"
## [1091] "lightitalic.woff"
## [1092] "format"
## [1093] "woff"
## [1094] "font"
## [1095] "weight"
## [1096] "300"
## [1097] "font"
## [1098] "style:italic"
## [1099] "font"
## [1100] "display:optional"
## [1101] "font"
## [1102] "face"
## [1103] "font"
## [1104] "family:retina"
## [1105] "font"
## [1106] "style:normal"
## [1107] "font"
## [1108] "weight"
## [1109] "500"
## [1110] "src:url"
## [1111] "https"
## [1112] "www.wsj.com"
## [1113] "fonts"
## [1114] "woffs"
## [1115] "retina"
## [1116] "retina"
## [1117] "medium.woff2"
## [1118] "format"
## [1119] "woff2"
## [1120] "url"
## [1121] "https"
## [1122] "www.wsj.com"
## [1123] "fonts"
## [1124] "woffs"
## [1125] "retina"
## [1126] "retina"
## [1127] "medium.woff"
## [1128] "format"
## [1129] "woff"
## [1130] "font"
## [1131] "display:fallback"
## [1132] "font"
## [1133] "face"
## [1134] "font"
## [1135] "family:retina"
## [1136] "font"
## [1137] "style:italic"
## [1138] "font"
## [1139] "weight"
## [1140] "500"
## [1141] "src:url"
## [1142] "https"
## [1143] "www.wsj.com"
## [1144] "fonts"
## [1145] "woffs"
## [1146] "retina"
## [1147] "retina"
## [1148] "mediumitalic.woff2"
## [1149] "format"
## [1150] "woff2"
## [1151] "url"
## [1152] "https"
## [1153] "www.wsj.com"
## [1154] "fonts"
## [1155] "woffs"
## [1156] "retina"
## [1157] "retina"
## [1158] "mediumitalic.woff"
## [1159] "format"
## [1160] "woff"
## [1161] "font"
## [1162] "display:optional"
## [1163] "font"
## [1164] "face"
## [1165] "font"
## [1166] "family:retina"
## [1167] "narrow"
## [1168] "font"
## [1169] "style:normal"
## [1170] "font"
## [1171] "weight"
## [1172] "300"
## [1173] "src:url"
## [1174] "https"
## [1175] "www.wsj.com"
## [1176] "fonts"
## [1177] "woffs"
## [1178] "retina"
## [1179] "retinanarr"
## [1180] "light.woff2"
## [1181] "format"
## [1182] "woff2"
## [1183] "url"
## [1184] "https"
## [1185] "www.wsj.com"
## [1186] "fonts"
## [1187] "woffs"
## [1188] "retina"
## [1189] "retinanarr"
## [1190] "light.woff"
## [1191] "format"
## [1192] "woff"
## [1193] "font"
## [1194] "display:fallback"
## [1195] "font"
## [1196] "face"
## [1197] "font"
## [1198] "family:retina"
## [1199] "narrow"
## [1200] "font"
## [1201] "style:italic"
## [1202] "font"
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## [1941] "byline"
## [1942] "author"
## [1943] "span"
## [1944] "font"
## [1945] "optional"
## [1946] "article"
## [1947] "h4"
## [1948] "article"
## [1949] "h3"
## [1950] "font"
## [1951] "family:retina"
## [1952] "font"
## [1953] "weight"
## [1954] "600"
## [1955] "more_articles_container"
## [1956] "article"
## [1957] "pubdate"
## [1958] "at4units"
## [1959] "article_tools"
## [1960] "li"
## [1961] "menu"
## [1962] "li"
## [1963] "full_width.top"
## [1964] "stories"
## [1965] "strap"
## [1966] "module.trending_now"
## [1967] "subhead"
## [1968] "scrim"
## [1969] "tool.icon.text"
## [1970] "size"
## [1971] "p"
## [1972] "wsj"
## [1973] "article"
## [1974] "module"
## [1975] "strap"
## [1976] "wsj"
## [1977] "snippet"
## [1978] "login"
## [1979] "wsj"
## [1980] "snippet"
## [1981] "login"
## [1982] "span"
## [1983] "article"
## [1984] "byline"
## [1985] "author"
## [1986] "li"
## [1987] "article"
## [1988] "pro"
## [1989] "byline"
## [1990] "font"
## [1991] "weight"
## [1992] "500"
## [1993] "font"
## [1994] "family:sans"
## [1995] "serif"
## [1996] "font"
## [1997] "optional"
## [1998] "more_articles_container"
## [1999] "article"
## [2000] "pubdate"
## [2001] "font"
## [2002] "optional"
## [2003] "at4units"
## [2004] "article_tools"
## [2005] "li"
## [2006] "menu"
## [2007] "li"
## [2008] "font"
## [2009] "optional"
## [2010] "full_width.top"
## [2011] "stories"
## [2012] "strap"
## [2013] "font"
## [2014] "optional"
## [2015] "module.trending_now"
## [2016] "subhead"
## [2017] "font"
## [2018] "optional"
## [2019] "scrim"
## [2020] "tool.icon.text"
## [2021] "size"
## [2022] "p"
## [2023] "font"
## [2024] "optional"
## [2025] "wsj"
## [2026] "article"
## [2027] "module"
## [2028] "strap"
## [2029] "font"
## [2030] "optional"
## [2031] "wsj"
## [2032] "snippet"
## [2033] "login"
## [2034] "font"
## [2035] "optional"
## [2036] "wsj"
## [2037] "snippet"
## [2038] "login"
## [2039] "span"
## [2040] "font"
## [2041] "optional"
## [2042] "article"
## [2043] "byline"
## [2044] "author"
## [2045] "li"
## [2046] "font"
## [2047] "optional"
## [2048] "article"
## [2049] "pro"
## [2050] "byline"
## [2051] "font"
## [2052] "weight"
## [2053] "500"
## [2054] "font"
## [2055] "family:retina"
## [2056] "article"
## [2057] "article_header"
## [2058] "category"
## [2059] "font"
## [2060] "weight"
## [2061] "400"
## [2062] "font"
## [2063] "family:sans"
## [2064] "serif"
## [2065] "font"
## [2066] "fallback"
## [2067] "article"
## [2068] "article_header"
## [2069] "category"
## [2070] "font"
## [2071] "family:retina"
## [2072] "narrow"
## [2073] "sans"
## [2074] "serif"
## [2075] "article"
## [2076] "article_header"
## [2077] "sub"
## [2078] "head"
## [2079] "article"
## [2080] "timestamp"
## [2081] "font"
## [2082] "family:sans"
## [2083] "serif"
## [2084] "font"
## [2085] "weight"
## [2086] "300"
## [2087] "font"
## [2088] "optional"
## [2089] "article"
## [2090] "article_header"
## [2091] "sub"
## [2092] "head"
## [2093] "font"
## [2094] "optional"
## [2095] "article"
## [2096] "timestamp"
## [2097] "font"
## [2098] "family:retina"
## [2099] "font"
## [2100] "weight"
## [2101] "300"
## [2102] "article"
## [2103] "byline"
## [2104] "author"
## [2105] "article"
## [2106] "byline"
## [2107] "span"
## [2108] "article"
## [2109] "byline"
## [2110] "strong"
## [2111] "font"
## [2112] "weight:inherit"
## [2113] "wsj"
## [2114] "slideshow"
## [2115] "wsj"
## [2116] "slideshow"
## [2117] "fullscreen"
## [2118] "font"
## [2119] "family:sans"
## [2120] "serif"
## [2121] "font"
## [2122] "optional"
## [2123] "wsj"
## [2124] "slideshow"
## [2125] "font"
## [2126] "optional"
## [2127] "wsj"
## [2128] "slideshow"
## [2129] "fullscreen"
## [2130] "font"
## [2131] "family:retina"
## [2132] "sans"
## [2133] "serif"
## [2134] "wsj"
## [2135] "slideshow"
## [2136] "caption"
## [2137] "strong"
## [2138] "wsj"
## [2139] "slideshow"
## [2140] "counter"
## [2141] "wsj"
## [2142] "slideshow"
## [2143] "counter"
## [2144] "span"
## [2145] "wsj"
## [2146] "slideshow"
## [2147] "title"
## [2148] "font"
## [2149] "weight"
## [2150] "600"
## [2151] "wsj"
## [2152] "media"
## [2153] "deck"
## [2154] "wsj"
## [2155] "slideshow"
## [2156] "caption"
## [2157] "wsj"
## [2158] "slideshow"
## [2159] "caption"
## [2160] "container"
## [2161] "wsj"
## [2162] "slideshow"
## [2163] "credit"
## [2164] "wsj"
## [2165] "slideshow"
## [2166] "fullscreen"
## [2167] "wsj"
## [2168] "slideshow"
## [2169] "counter"
## [2170] "font"
## [2171] "weight"
## [2172] "500"
## [2173] "wsj"
## [2174] "slideshow"
## [2175] "fullscreen"
## [2176] "wsj"
## [2177] "slideshow"
## [2178] "caption"
## [2179] "toggle"
## [2180] "font"
## [2181] "weight"
## [2182] "400"
## [2183] "article_sector"
## [2184] "articlelist"
## [2185] "li"
## [2186] "media"
## [2187] "object"
## [2188] "media"
## [2189] "object"
## [2190] "rich"
## [2191] "text"
## [2192] "ul"
## [2193] "li"
## [2194] "font"
## [2195] "family:sans"
## [2196] "serif"
## [2197] "font"
## [2198] "weight"
## [2199] "400"
## [2200] "font"
## [2201] "swap"
## [2202] "article_sector"
## [2203] "articlelist"
## [2204] "li"
## [2205] "font"
## [2206] "swap"
## [2207] "media"
## [2208] "object"
## [2209] "media"
## [2210] "object"
## [2211] "rich"
## [2212] "text"
## [2213] "ul"
## [2214] "li"
## [2215] "font"
## [2216] "family:retina"
## [2217] "font"
## [2218] "weight"
## [2219] "300"
## [2220] "inset"
## [2221] "tree"
## [2222] "inset"
## [2223] "content"
## [2224] "h4"
## [2225] "inset"
## [2226] "tree"
## [2227] "inset"
## [2228] "content"
## [2229] "h6"
## [2230] "media"
## [2231] "object"
## [2232] "media"
## [2233] "object"
## [2234] "rich"
## [2235] "text"
## [2236] "h3"
## [2237] "media"
## [2238] "object"
## [2239] "media"
## [2240] "object"
## [2241] "rich"
## [2242] "text"
## [2243] "h4"
## [2244] "media"
## [2245] "object"
## [2246] "strap"
## [2247] "font"
## [2248] "family:sans"
## [2249] "serif"
## [2250] "font"
## [2251] "weight"
## [2252] "400"
## [2253] "font"
## [2254] "fallback"
## [2255] "inset"
## [2256] "tree"
## [2257] "inset"
## [2258] "content"
## [2259] "h4"
## [2260] "font"
## [2261] "fallback"
## [2262] "inset"
## [2263] "tree"
## [2264] "inset"
## [2265] "content"
## [2266] "h6"
## [2267] "font"
## [2268] "fallback"
## [2269] "media"
## [2270] "object"
## [2271] "media"
## [2272] "object"
## [2273] "rich"
## [2274] "text"
## [2275] "h3"
## [2276] "font"
## [2277] "fallback"
## [2278] "media"
## [2279] "object"
## [2280] "media"
## [2281] "object"
## [2282] "rich"
## [2283] "text"
## [2284] "h4"
## [2285] "font"
## [2286] "fallback"
## [2287] "media"
## [2288] "object"
## [2289] "strap"
## [2290] "font"
## [2291] "family:retina"
## [2292] "font"
## [2293] "weight"
## [2294] "400"
## [2295] "media"
## [2296] "object"
## [2297] "media"
## [2298] "object"
## [2299] "rich"
## [2300] "text"
## [2301] "articlelist"
## [2302] "li"
## [2303] "span.date"
## [2304] "font"
## [2305] "family:sans"
## [2306] "serif"
## [2307] "font"
## [2308] "weight"
## [2309] "500"
## [2310] "font"
## [2311] "optional"
## [2312] "media"
## [2313] "object"
## [2314] "media"
## [2315] "object"
## [2316] "rich"
## [2317] "text"
## [2318] "articlelist"
## [2319] "li"
## [2320] "span.date"
## [2321] "font"
## [2322] "family:retina"
## [2323] "font"
## [2324] "weight"
## [2325] "500"
## [2326] "wsj"
## [2327] "article"
## [2328] "caption"
## [2329] "wsj"
## [2330] "article"
## [2331] "caption"
## [2332] "content"
## [2333] "wsj"
## [2334] "article"
## [2335] "credit"
## [2336] "font"
## [2337] "family:sans"
## [2338] "serif"
## [2339] "font"
## [2340] "weight"
## [2341] "300"
## [2342] "font"
## [2343] "fallback"
## [2344] "wsj"
## [2345] "article"
## [2346] "caption"
## [2347] "font"
## [2348] "fallback"
## [2349] "wsj"
## [2350] "article"
## [2351] "caption"
## [2352] "content"
## [2353] "font"
## [2354] "fallback"
## [2355] "wsj"
## [2356] "article"
## [2357] "credit"
## [2358] "font"
## [2359] "family:retina"
## [2360] "font"
## [2361] "weight"
## [2362] "300"
## [2363] "font"
## [2364] "swap"
## [2365] "wsj"
## [2366] "article"
## [2367] "meta"
## [2368] "title"
## [2369] "wsj"
## [2370] "article"
## [2371] "meta"
## [2372] "title"
## [2373] "font"
## [2374] "family:escrow"
## [2375] "condensed"
## [2376] "serif"
## [2377] "font"
## [2378] "weight"
## [2379] "700"
## [2380] "inset"
## [2381] "author"
## [2382] "font"
## [2383] "family:sans"
## [2384] "serif"
## [2385] "font"
## [2386] "weight"
## [2387] "300"
## [2388] "font"
## [2389] "optional"
## [2390] "inset"
## [2391] "author"
## [2392] "font"
## [2393] "family:retina"
## [2394] "font"
## [2395] "weight"
## [2396] "300"
## [2397] "wsj"
## [2398] "article"
## [2399] "pullquote"
## [2400] "blockquote"
## [2401] "p"
## [2402] "font"
## [2403] "family:serif"
## [2404] "font"
## [2405] "weight"
## [2406] "700"
## [2407] "font"
## [2408] "swap"
## [2409] "wsj"
## [2410] "article"
## [2411] "pullquote"
## [2412] "blockquote"
## [2413] "p"
## [2414] "font"
## [2415] "family:escrow"
## [2416] "condensed"
## [2417] "font"
## [2418] "weight"
## [2419] "700"
## [2420] "article"
## [2421] "rich"
## [2422] "media"
## [2423] "inset.full"
## [2424] "width"
## [2425] "inset"
## [2426] "tree"
## [2427] "p.targetcaption"
## [2428] "video"
## [2429] "font"
## [2430] "family:sans"
## [2431] "serif"
## [2432] "font"
## [2433] "weight"
## [2434] "500"
## [2435] "font"
## [2436] "optional"
## [2437] "article"
## [2438] "rich"
## [2439] "media"
## [2440] "inset.full"
## [2441] "width"
## [2442] "inset"
## [2443] "tree"
## [2444] "p.targetcaption"
## [2445] "video"
## [2446] "font"
## [2447] "family:retina"
## [2448] "sans"
## [2449] "serif"
## [2450] "font"
## [2451] "weight"
## [2452] "500"
## [2453] "adspec"
## [2454] "article"
## [2455] "article_header"
## [2456] "category"
## [2457] "pro"
## [2458] "badge"
## [2459] "font"
## [2460] "size"
## [2461] "11px"
## [2462] "font"
## [2463] "weight"
## [2464] "500"
## [2465] "adspec"
## [2466] "font"
## [2467] "family:helvetica"
## [2468] "arial"
## [2469] "sans"
## [2470] "serif"
## [2471] "letter"
## [2472] "spacing"
## [2473] "4px"
## [2474] "tool"
## [2475] "options"
## [2476] "li.option.scrim"
## [2477] "button"
## [2478] "font"
## [2479] "size"
## [2480] "12px"
## [2481] "line"
## [2482] "height"
## [2483] "28px"
## [2484] "html"
## [2485] "webkit"
## [2486] "text"
## [2487] "size"
## [2488] "adjust"
## [2489] "100"
## [2490] "article"
## [2491] "a.media"
## [2492] "object"
## [2493] "chiclet"
## [2494] "font"
## [2495] "family:sans"
## [2496] "serif"
## [2497] "font"
## [2498] "size"
## [2499] "13px"
## [2500] "line"
## [2501] "height"
## [2502] "27px"
## [2503] "font"
## [2504] "style:normal"
## [2505] "font"
## [2506] "optional"
## [2507] "article"
## [2508] "a.media"
## [2509] "object"
## [2510] "chiclet"
## [2511] "font"
## [2512] "family:retina"
## [2513] "whitney"
## [2514] "ssm"
## [2515] "font"
## [2516] "size"
## [2517] "13px"
## [2518] "line"
## [2519] "height"
## [2520] "27px"
## [2521] "font"
## [2522] "weight"
## [2523] "300"
## [2524] "font"
## [2525] "style:normal"
## [2526] "clearfix:after"
## [2527] "content"
## [2528] "display:block"
## [2529] "height"
## [2530] "0"
## [2531] "line"
## [2532] "height"
## [2533] "0"
## [2534] "clear:both"
## [2535] "font"
## [2536] "size"
## [2537] "0"
## [2538] "visibility:hidden"
## [2539] "fullwidth"
## [2540] "left"
## [2541] "0"
## [2542] "right"
## [2543] "0"
## [2544] "right.media"
## [2545] "object"
## [2546] "media"
## [2547] "thumb"
## [2548] "float:right"
## [2549] "margin"
## [2550] "left"
## [2551] "10px"
## [2552] "margin"
## [2553] "right"
## [2554] "0"
## [2555] "float_left"
## [2556] "right.media"
## [2557] "object"
## [2558] "img"
## [2559] "ext"
## [2560] "float:left"
## [2561] "float_right"
## [2562] "float:right"
## [2563] "position_rel"
## [2564] "position:relative"
## [2565] "position_abs"
## [2566] "position:absolute"
## [2567] "responsive"
## [2568] "media"
## [2569] "width"
## [2570] "100"
## [2571] "height"
## [2572] "0"
## [2573] "overflow:hidden"
## [2574] "position:relative"
## [2575] "responsive"
## [2576] "media"
## [2577] "img"
## [2578] "position:absolute"
## [2579] "top"
## [2580] "0"
## [2581] "left"
## [2582] "0"
## [2583] "width"
## [2584] "100"
## [2585] "display:block"
## [2586] "responsive"
## [2587] "media"
## [2588] "responsive"
## [2589] "media"
## [2590] "content"
## [2591] "responsive"
## [2592] "media"
## [2593] "iframe"
## [2594] "responsive"
## [2595] "media"
## [2596] "object"
## [2597] "position:absolute"
## [2598] "top"
## [2599] "0"
## [2600] "left"
## [2601] "0"
## [2602] "width"
## [2603] "100"
## [2604] "height"
## [2605] "100"
## [2606] "r16x9"
## [2607] "responsive"
## [2608] "media"
## [2609] "padding"
## [2610] "bottom"
## [2611] "56.25"
## [2612] "r1x1"
## [2613] "responsive"
## [2614] "media"
## [2615] "padding"
## [2616] "bottom"
## [2617] "100"
## [2618] "article"
## [2619] "module.ad"
## [2620] "padding"
## [2621] "top"
## [2622] "5px"
## [2623] "min"
## [2624] "width"
## [2625] "300px"
## [2626] "min"
## [2627] "height"
## [2628] "250px"
## [2629] "text"
## [2630] "align:center"
## [2631] "background"
## [2632] "d3d3d3"
## [2633] "displayad"
## [2634] "margin"
## [2635] "bottom"
## [2636] "20px"
## [2637] "ad"
## [2638] "min"
## [2639] "height"
## [2640] "600"
## [2641] "min"
## [2642] "height"
## [2643] "600px"
## [2644] "wsj"
## [2645] "responsive"
## [2646] "ad"
## [2647] "wrap"
## [2648] "min"
## [2649] "height"
## [2650] "25px"
## [2651] "wsj"
## [2652] "ad"
## [2653] "article"
## [2654] "body"
## [2655] "clear:left"
## [2656] "margin"
## [2657] "top"
## [2658] "0"
## [2659] "margin"
## [2660] "bottom"
## [2661] "30px"
## [2662] "min"
## [2663] "height"
## [2664] "1px"
## [2665] "wsj"
## [2666] "body"
## [2667] "ad"
## [2668] "text"
## [2669] "align:center"
## [2670] "display"
## [2671] "webkit"
## [2672] "box"
## [2673] "display"
## [2674] "ms"
## [2675] "flexbox"
## [2676] "display:flex"
## [2677] "clear:left"
## [2678] "webkit"
## [2679] "box"
## [2680] "pack:center"
## [2681] "ms"
## [2682] "flex"
## [2683] "pack:center"
## [2684] "justify"
## [2685] "content:center"
## [2686] "webkit"
## [2687] "box"
## [2688] "align:center"
## [2689] "ms"
## [2690] "flex"
## [2691] "align:center"
## [2692] "align"
## [2693] "items:center"
## [2694] "webkit"
## [2695] "box"
## [2696] "orient:vertical"
## [2697] "webkit"
## [2698] "box"
## [2699] "direction:normal"
## [2700] "ms"
## [2701] "flex"
## [2702] "direction:column"
## [2703] "flex"
## [2704] "direction:column"
## [2705] "font"
## [2706] "size"
## [2707] "10px"
## [2708] "unruly"
## [2709] "wsj"
## [2710] "body"
## [2711] "ad"
## [2712] "wsj"
## [2713] "responsive"
## [2714] "ad"
## [2715] "wrap"
## [2716] "margin"
## [2717] "bottom"
## [2718] "0"
## [2719] "important"
## [2720] "wsj"
## [2721] "body"
## [2722] "ad_g3"
## [2723] "iframe"
## [2724] "background"
## [2725] "fff"
## [2726] "wsj"
## [2727] "body"
## [2728] "ad"
## [2729] "wsj"
## [2730] "ad"
## [2731] "article"
## [2732] "body"
## [2733] "iframe"
## [2734] "background"
## [2735] "f5f5f5"
## [2736] "margin"
## [2737] "0"
## [2738] "auto"
## [2739] "display:block"
## [2740] "wsj"
## [2741] "body"
## [2742] "ad.ad"
## [2743] "span"
## [2744] "div"
## [2745] "div:before"
## [2746] "content"
## [2747] "advertisement"
## [2748] "display:block"
## [2749] "margin"
## [2750] "bottom"
## [2751] "5px"
## [2752] "adspec"
## [2753] "span"
## [2754] "display:block"
## [2755] "padding"
## [2756] "bottom"
## [2757] "5px"
## [2758] "text"
## [2759] "align:center"
## [2760] "track_article_tools"
## [2761] "height"
## [2762] "100"
## [2763] "track_ad_a"
## [2764] "height"
## [2765] "1050px"
## [2766] "banner"
## [2767] "ad"
## [2768] "text"
## [2769] "align:center"
## [2770] "banner"
## [2771] "ad"
## [2772] "wsj"
## [2773] "responsive"
## [2774] "ad"
## [2775] "wrap"
## [2776] "min"
## [2777] "height"
## [2778] "1px"
## [2779] "banner"
## [2780] "ad"
## [2781] "wsj"
## [2782] "responsive"
## [2783] "ad"
## [2784] "wrap"
## [2785] "div"
## [2786] "display:inline"
## [2787] "block"
## [2788] "margin"
## [2789] "10px"
## [2790] "auto"
## [2791] "0"
## [2792] "text"
## [2793] "align:center"
## [2794] "banner"
## [2795] "ad"
## [2796] "wsj"
## [2797] "responsive"
## [2798] "ad"
## [2799] "wrap"
## [2800] "div"
## [2801] "iframe"
## [2802] "margin"
## [2803] "15px"
## [2804] "auto"
## [2805] "10px"
## [2806] "banner"
## [2807] "ad"
## [2808] "b"
## [2809] "text"
## [2810] "align:center"
## [2811] "margin"
## [2812] "40px"
## [2813] "0"
## [2814] "banner"
## [2815] "ad"
## [2816] "b:after"
## [2817] "banner"
## [2818] "ad"
## [2819] "b:before"
## [2820] "display:block"
## [2821] "background"
## [2822] "color"
## [2823] "eaeaea"
## [2824] "height"
## [2825] "1px"
## [2826] "margin"
## [2827] "15px"
## [2828] "auto"
## [2829] "max"
## [2830] "width"
## [2831] "620px"
## [2832] "content"
## [2833] "banner"
## [2834] "ad"
## [2835] "b"
## [2836] "wsj"
## [2837] "responsive"
## [2838] "ad"
## [2839] "wrap:before"
## [2840] "content"
## [2841] "advertisement"
## [2842] "font"
## [2843] "9px"
## [2844] "1"
## [2845] "retina"
## [2846] "helvetica"
## [2847] "arial"
## [2848] "sans"
## [2849] "serif"
## [2850] "color"
## [2851] "ccc"
## [2852] "text"
## [2853] "transform:uppercase"
## [2854] "text"
## [2855] "align:center"
## [2856] "display:block"
## [2857] "margin"
## [2858] "0"
## [2859] "auto"
## [2860] "15px"
## [2861] "banner"
## [2862] "ad"
## [2863] "b"
## [2864] "wsj"
## [2865] "responsive"
## [2866] "ad"
## [2867] "wrap"
## [2868] "min"
## [2869] "height"
## [2870] "90px"
## [2871] "banner"
## [2872] "ad"
## [2873] "b"
## [2874] "wsj"
## [2875] "responsive"
## [2876] "ad"
## [2877] "wrap"
## [2878] "div"
## [2879] "iframe"
## [2880] "margin"
## [2881] "0"
## [2882] "auto"
## [2883] "at8units"
## [2884] "comments_ad"
## [2885] "margin"
## [2886] "bottom"
## [2887] "20px"
## [2888] "at12units"
## [2889] "full"
## [2890] "article"
## [2891] "rail"
## [2892] "ad"
## [2893] "3"
## [2894] "at16units"
## [2895] "full"
## [2896] "article"
## [2897] "rail"
## [2898] "ad"
## [2899] "3"
## [2900] "margin"
## [2901] "top"
## [2902] "50px"
## [2903] "at8units"
## [2904] "full"
## [2905] "article"
## [2906] "rail"
## [2907] "ad"
## [2908] "3"
## [2909] "float:left"
## [2910] "ad_col_a"
## [2911] "margin"
## [2912] "bottom"
## [2913] "20px"
## [2914] "height"
## [2915] "1050px"
## [2916] "wsj"
## [2917] "immersive"
## [2918] "ad"
## [2919] "container"
## [2920] "position:relative"
## [2921] "wsj"
## [2922] "immersive"
## [2923] "ad"
## [2924] "placement"
## [2925] "width"
## [2926] "300px"
## [2927] "height"
## [2928] "250px"
## [2929] "at4units"
## [2930] "wsj"
## [2931] "immersive"
## [2932] "ad"
## [2933] "placement"
## [2934] "at8units"
## [2935] "wsj"
## [2936] "immersive"
## [2937] "ad"
## [2938] "placement"
## [2939] "margin"
## [2940] "50px"
## [2941] "auto"
## [2942] "border"
## [2943] "top"
## [2944] "1px"
## [2945] "solid"
## [2946] "eaeaea"
## [2947] "border"
## [2948] "bottom"
## [2949] "1px"
## [2950] "solid"
## [2951] "eaeaea"
## [2952] "padding"
## [2953] "20px"
## [2954] "0"
## [2955] "text"
## [2956] "align:center"
## [2957] "at12units"
## [2958] "wsj"
## [2959] "immersive"
## [2960] "ad"
## [2961] "placement"
## [2962] "at16units"
## [2963] "wsj"
## [2964] "immersive"
## [2965] "ad"
## [2966] "placement"
## [2967] "position:absolute"
## [2968] "right"
## [2969] "350px"
## [2970] "top"
## [2971] "250px"
## [2972] "at4units"
## [2973] "wsj"
## [2974] "immersive"
## [2975] "ad"
## [2976] "placement:before"
## [2977] "at8units"
## [2978] "wsj"
## [2979] "immersive"
## [2980] "ad"
## [2981] "placement:before"
## [2982] "content"
## [2983] "advertisement"
## [2984] "display:inline"
## [2985] "block"
## [2986] "margin"
## [2987] "bottom"
## [2988] "10px"
## [2989] "font"
## [2990] "family:arial"
## [2991] "sans"
## [2992] "serif"
## [2993] "font"
## [2994] "size"
## [2995] "12px"
## [2996] "color"
## [2997] "999"
## [2998] "font"
## [2999] "optional"
## [3000] "at4units"
## [3001] "wsj"
## [3002] "immersive"
## [3003] "ad"
## [3004] "placement:before"
## [3005] "font"
## [3006] "optional"
## [3007] "at8units"
## [3008] "wsj"
## [3009] "immersive"
## [3010] "ad"
## [3011] "placement:before"
## [3012] "content"
## [3013] "advertisement"
## [3014] "display:inline"
## [3015] "block"
## [3016] "margin"
## [3017] "bottom"
## [3018] "10px"
## [3019] "font"
## [3020] "family:retina"
## [3021] "font"
## [3022] "size"
## [3023] "12px"
## [3024] "color"
## [3025] "999"
## [3026] "wsj"
## [3027] "immersive"
## [3028] "ad"
## [3029] "padding"
## [3030] "125px"
## [3031] "0"
## [3032] "width"
## [3033] "100"
## [3034] "background"
## [3035] "daa520"
## [3036] "at12units"
## [3037] "immersive"
## [3038] "snippet"
## [3039] "rail"
## [3040] "ad"
## [3041] "at16units"
## [3042] "immersive"
## [3043] "snippet"
## [3044] "rail"
## [3045] "ad"
## [3046] "float:right"
## [3047] "wsj"
## [3048] "modern"
## [3049] "banner"
## [3050] "ad"
## [3051] "b"
## [3052] "width"
## [3053] "100vw"
## [3054] "background"
## [3055] "f4f4f4"
## [3056] "padding"
## [3057] "25px"
## [3058] "0"
## [3059] "wsj"
## [3060] "modern"
## [3061] "banner"
## [3062] "ad"
## [3063] "b:after"
## [3064] "wsj"
## [3065] "modern"
## [3066] "banner"
## [3067] "ad"
## [3068] "b:before"
## [3069] "height"
## [3070] "0"
## [3071] "wsj"
## [3072] "modern"
## [3073] "banner"
## [3074] "ad"
## [3075] "b"
## [3076] "wsj"
## [3077] "responsive"
## [3078] "ad"
## [3079] "wrap:before"
## [3080] "letter"
## [3081] "spacing"
## [3082] "5px"
## [3083] "font"
## [3084] "size"
## [3085] "12px"
## [3086] "margin"
## [3087] "bottom"
## [3088] "8px"
## [3089] "display:block"
## [3090] "color"
## [3091] "333"
## [3092] "snippet"
## [3093] "right"
## [3094] "ad"
## [3095] "margin"
## [3096] "bottom"
## [3097] "20px"
## [3098] "at8units"
## [3099] "snippet"
## [3100] "bottom"
## [3101] "ad"
## [3102] "margin"
## [3103] "top"
## [3104] "10px"
## [3105] "margin"
## [3106] "bottom"
## [3107] "25px"
## [3108] "snippet"
## [3109] "mobile"
## [3110] "ad"
## [3111] "margin"
## [3112] "40px"
## [3113] "auto"
## [3114] "50px"
## [3115] "text"
## [3116] "align:center"
## [3117] "cx"
## [3118] "interstitial"
## [3119] "snippet"
## [3120] "position:relative"
## [3121] "height"
## [3122] "0"
## [3123] "padding"
## [3124] "bottom"
## [3125] "78"
## [3126] "text"
## [3127] "align:center"
## [3128] "cx"
## [3129] "interstitial"
## [3130] "snippet"
## [3131] "div"
## [3132] "cx"
## [3133] "interstitial"
## [3134] "snippet"
## [3135] "iframe"
## [3136] "position:absolute"
## [3137] "left"
## [3138] "0"
## [3139] "top"
## [3140] "0"
## [3141] "height"
## [3142] "100"
## [3143] "width"
## [3144] "100"
## [3145] "cx"
## [3146] "interstitial"
## [3147] "snippet"
## [3148] "iframe"
## [3149] "width"
## [3150] "100"
## [3151] "important"
## [3152] "at16units"
## [3153] "cx"
## [3154] "interstitial"
## [3155] "snippet"
## [3156] "width"
## [3157] "720px"
## [3158] "at12units"
## [3159] "cx"
## [3160] "interstitial"
## [3161] "snippet"
## [3162] "width"
## [3163] "560px"
## [3164] "at8units"
## [3165] "cx"
## [3166] "interstitial"
## [3167] "snippet"
## [3168] "width"
## [3169] "640px"
## [3170] "at4units"
## [3171] "cx"
## [3172] "interstitial"
## [3173] "snippet"
## [3174] "width"
## [3175] "100"
## [3176] "article_sector"
## [3177] "clear:both"
## [3178] "margin"
## [3179] "top"
## [3180] "10px"
## [3181] "a:hover"
## [3182] "text"
## [3183] "decoration:underline"
## [3184] "a:hover"
## [3185] "article"
## [3186] "a:link"
## [3187] "article"
## [3188] "a:visited"
## [3189] "color"
## [3190] "0274b6"
## [3191] "print"
## [3192] "footer"
## [3193] "print"
## [3194] "header"
## [3195] "display:none"
## [3196] "wsj"
## [3197] "article"
## [3198] "wrap"
## [3199] "margin"
## [3200] "bottom"
## [3201] "50px"
## [3202] "article"
## [3203] "h4"
## [3204] "margin"
## [3205] "bottom"
## [3206] "5px"
## [3207] "font"
## [3208] "size"
## [3209] "16px"
## [3210] "line"
## [3211] "height"
## [3212] "22px"
## [3213] "wsj"
## [3214] "modern"
## [3215] "article.medium"
## [3216] "text"
## [3217] "h4"
## [3218] "article.medium"
## [3219] "text"
## [3220] "h4"
## [3221] "font"
## [3222] "size"
## [3223] "18px"
## [3224] "line"
## [3225] "height"
## [3226] "26px"
## [3227] "wsj"
## [3228] "modern"
## [3229] "article.large"
## [3230] "text"
## [3231] "h4"
## [3232] "article.large"
## [3233] "text"
## [3234] "h4"
## [3235] "font"
## [3236] "size"
## [3237] "20px"
## [3238] "line"
## [3239] "height"
## [3240] "28px"
## [3241] "article"
## [3242] "h6"
## [3243] "margin"
## [3244] "bottom"
## [3245] "5px"
## [3246] "font"
## [3247] "size"
## [3248] "22px"
## [3249] "line"
## [3250] "height"
## [3251] "26px"
## [3252] "wsj"
## [3253] "modern"
## [3254] "article.medium"
## [3255] "text"
## [3256] "h6"
## [3257] "article.medium"
## [3258] "text"
## [3259] "h6"
## [3260] "font"
## [3261] "size"
## [3262] "22px"
## [3263] "line"
## [3264] "height"
## [3265] "30px"
## [3266] "wsj"
## [3267] "modern"
## [3268] "article.large"
## [3269] "text"
## [3270] "h6"
## [3271] "article.large"
## [3272] "text"
## [3273] "h6"
## [3274] "font"
## [3275] "size"
## [3276] "24px"
## [3277] "line"
## [3278] "height"
## [3279] "32px"
## [3280] "article"
## [3281] "english"
## [3282] "content"
## [3283] "div:not"
## [3284] "mcetemp"
## [3285] "article"
## [3286] "p"
## [3287] "margin"
## [3288] "bottom"
## [3289] "17px"
## [3290] "font"
## [3291] "size"
## [3292] "17px"
## [3293] "line"
## [3294] "height"
## [3295] "27px"
## [3296] "word"
## [3297] "wrap:break"
## [3298] "word"
## [3299] "wsj"
## [3300] "modern"
## [3301] "article.medium"
## [3302] "text"
## [3303] "english"
## [3304] "content"
## [3305] "div:not"
## [3306] "mcetemp"
## [3307] "wsj"
## [3308] "modern"
## [3309] "article.medium"
## [3310] "text"
## [3311] "p"
## [3312] "article.medium"
## [3313] "text"
## [3314] "english"
## [3315] "content"
## [3316] "div:not"
## [3317] "mcetemp"
## [3318] "article.medium"
## [3319] "text"
## [3320] "p"
## [3321] "margin"
## [3322] "bottom"
## [3323] "22px"
## [3324] "wsj"
## [3325] "modern"
## [3326] "article.large"
## [3327] "text"
## [3328] "english"
## [3329] "content"
## [3330] "div:not"
## [3331] "mcetemp"
## [3332] "wsj"
## [3333] "modern"
## [3334] "article.large"
## [3335] "text"
## [3336] "p"
## [3337] "article.large"
## [3338] "text"
## [3339] "english"
## [3340] "content"
## [3341] "div:not"
## [3342] "mcetemp"
## [3343] "article.large"
## [3344] "text"
## [3345] "p"
## [3346] "margin"
## [3347] "bottom"
## [3348] "24px"
## [3349] "article"
## [3350] "articletagline"
## [3351] "font"
## [3352] "style:italic"
## [3353] "article"
## [3354] "printheadline"
## [3355] "font"
## [3356] "size"
## [3357] "14px"
## [3358] "font"
## [3359] "weight"
## [3360] "400"
## [3361] "font"
## [3362] "style:italic"
## [3363] "color"
## [3364] "333"
## [3365] "line"
## [3366] "height"
## [3367] "22px"
## [3368] "wsj"
## [3369] "modern"
## [3370] "article.medium"
## [3371] "text"
## [3372] "p"
## [3373] "article.medium"
## [3374] "text"
## [3375] "p"
## [3376] "font"
## [3377] "size"
## [3378] "19px"
## [3379] "line"
## [3380] "height"
## [3381] "30px"
## [3382] "wsj"
## [3383] "modern"
## [3384] "article.large"
## [3385] "text"
## [3386] "p"
## [3387] "article.large"
## [3388] "text"
## [3389] "p"
## [3390] "font"
## [3391] "size"
## [3392] "22px"
## [3393] "line"
## [3394] "height"
## [3395] "33px"
## [3396] "wsj"
## [3397] "modern"
## [3398] "article.medium"
## [3399] "text"
## [3400] "blockquote"
## [3401] "article.medium"
## [3402] "text"
## [3403] "blockquote"
## [3404] "font"
## [3405] "size"
## [3406] "19px"
## [3407] "line"
## [3408] "height"
## [3409] "30px"
## [3410] "wsj"
## [3411] "modern"
## [3412] "article.large"
## [3413] "text"
## [3414] "blockquote"
## [3415] "article.large"
## [3416] "text"
## [3417] "blockquote"
## [3418] "font"
## [3419] "size"
## [3420] "22px"
## [3421] "line"
## [3422] "height"
## [3423] "32px"
## [3424] "article"
## [3425] "wrap"
## [3426] "blockquote"
## [3427] "paywall"
## [3428] "blockquote"
## [3429] "margin"
## [3430] "22px"
## [3431] "40px"
## [3432] "30px"
## [3433] "60px"
## [3434] "border"
## [3435] "left"
## [3436] "1px"
## [3437] "solid"
## [3438] "807c78"
## [3439] "padding"
## [3440] "0"
## [3441] "0"
## [3442] "0"
## [3443] "20px"
## [3444] "font"
## [3445] "size"
## [3446] "16px"
## [3447] "line"
## [3448] "height"
## [3449] "27px"
## [3450] "article"
## [3451] "wrap"
## [3452] "blockquote"
## [3453] "blockquote"
## [3454] "paywall"
## [3455] "blockquote"
## [3456] "blockquote"
## [3457] "margin"
## [3458] "top"
## [3459] "30px"
## [3460] "padding"
## [3461] "top"
## [3462] "10px"
## [3463] "at4units"
## [3464] "article"
## [3465] "wrap"
## [3466] "blockquote"
## [3467] "at4units"
## [3468] "paywall"
## [3469] "blockquote"
## [3470] "margin"
## [3471] "30px"
## [3472] "40px"
## [3473] "border"
## [3474] "left:none"
## [3475] "padding"
## [3476] "0"
## [3477] "0"
## [3478] "8px"
## [3479] "article"
## [3480] "wrap"
## [3481] "pre"
## [3482] "white"
## [3483] "space:pre"
## [3484] "font"
## [3485] "size"
## [3486] "1.2em"
## [3487] "font"
## [3488] "family:monospace"
## [3489] "full_width.top"
## [3490] "stories"
## [3491] "strap"
## [3492] "wsj"
## [3493] "article"
## [3494] "module"
## [3495] "strap"
## [3496] "height"
## [3497] "30px"
## [3498] "line"
## [3499] "height"
## [3500] "30px"
## [3501] "background"
## [3502] "000"
## [3503] "color"
## [3504] "fff"
## [3505] "font"
## [3506] "size"
## [3507] "14px"
## [3508] "font"
## [3509] "weight"
## [3510] "400"
## [3511] "text"
## [3512] "transform:uppercase"
## [3513] "padding"
## [3514] "left"
## [3515] "8px"
## [3516] "webkit"
## [3517] "box"
## [3518] "sizing:border"
## [3519] "box"
## [3520] "box"
## [3521] "sizing:border"
## [3522] "box"
## [3523] "ms"
## [3524] "box"
## [3525] "sizing:border"
## [3526] "box"
## [3527] "moz"
## [3528] "box"
## [3529] "sizing:border"
## [3530] "box"
## [3531] "at4units"
## [3532] "module.trending_now"
## [3533] "subhead"
## [3534] "at4units"
## [3535] "wsj"
## [3536] "article"
## [3537] "module"
## [3538] "strap"
## [3539] "margin"
## [3540] "left"
## [3541] "10px"
## [3542] "margin"
## [3543] "right"
## [3544] "10px"
## [3545] "padding"
## [3546] "left"
## [3547] "10px"
## [3548] "media"
## [3549] "min"
## [3550] "width"
## [3551] "640px"
## [3552] "and"
## [3553] "max"
## [3554] "width"
## [3555] "979px"
## [3556] "article"
## [3557] "contents"
## [3558] "article_sector"
## [3559] "col7"
## [3560] "comments"
## [3561] "column"
## [3562] "comments_sector"
## [3563] "col7"
## [3564] "float:none"
## [3565] "margin"
## [3566] "0"
## [3567] "auto"
## [3568] "article"
## [3569] "contents"
## [3570] "clear:both"
## [3571] "wsj"
## [3572] "snippet"
## [3573] "body"
## [3574] "position:relative"
## [3575] "wsj"
## [3576] "snippet"
## [3577] "body:after"
## [3578] "content"
## [3579] "position:absolute"
## [3580] "bottom"
## [3581] "0"
## [3582] "left"
## [3583] "0"
## [3584] "right"
## [3585] "0"
## [3586] "height"
## [3587] "136px"
## [3588] "background:hsla"
## [3589] "0,0"
## [3590] "100"
## [3591] "2"
## [3592] "background"
## [3593] "webkit"
## [3594] "gradient"
## [3595] "linear"
## [3596] "left"
## [3597] "top"
## [3598] "left"
## [3599] "bottom"
## [3600] "from"
## [3601] "hsla"
## [3602] "0,0"
## [3603] "100"
## [3604] "0"
## [3605] "to"
## [3606] "fff"
## [3607] "background:linear"
## [3608] "gradient"
## [3609] "180deg"
## [3610] "hsla"
## [3611] "0,0"
## [3612] "100"
## [3613] "0"
## [3614] "0"
## [3615] "fff"
## [3616] "snippet"
## [3617] "label"
## [3618] "display:block"
## [3619] "text"
## [3620] "align:center"
## [3621] "font"
## [3622] "500"
## [3623] "14px"
## [3624] "1"
## [3625] "retina"
## [3626] "helvetica"
## [3627] "arial"
## [3628] "sans"
## [3629] "serif"
## [3630] "color"
## [3631] "333"
## [3632] "text"
## [3633] "transform:uppercase"
## [3634] "snippet"
## [3635] "actions"
## [3636] "display"
## [3637] "webkit"
## [3638] "box"
## [3639] "display"
## [3640] "ms"
## [3641] "flexbox"
## [3642] "display:flex"
## [3643] "webkit"
## [3644] "box"
## [3645] "orient:horizontal"
## [3646] "webkit"
## [3647] "box"
## [3648] "direction:normal"
## [3649] "ms"
## [3650] "flex"
## [3651] "direction:row"
## [3652] "flex"
## [3653] "direction:row"
## [3654] "margin"
## [3655] "7px"
## [3656] "10px"
## [3657] "snippet"
## [3658] "button"
## [3659] "webkit"
## [3660] "box"
## [3661] "sizing:border"
## [3662] "box"
## [3663] "box"
## [3664] "sizing:border"
## [3665] "box"
## [3666] "height"
## [3667] "40px"
## [3668] "line"
## [3669] "height"
## [3670] "40px"
## [3671] "text"
## [3672] "align:center"
## [3673] "font"
## [3674] "600"
## [3675] "12px"
## [3676] "35px"
## [3677] "retina"
## [3678] "helvetica"
## [3679] "arial"
## [3680] "sans"
## [3681] "serif"
## [3682] "letter"
## [3683] "spacing"
## [3684] "5px"
## [3685] "border"
## [3686] "1px"
## [3687] "solid"
## [3688] "ccc"
## [3689] "text"
## [3690] "transform:uppercase"
## [3691] "webkit"
## [3692] "box"
## [3693] "flex"
## [3694] "1"
## [3695] "ms"
## [3696] "flex"
## [3697] "positive"
## [3698] "1"
## [3699] "flex"
## [3700] "grow"
## [3701] "1"
## [3702] "margin"
## [3703] "7px"
## [3704] "10px"
## [3705] "snippet"
## [3706] "button.snippet"
## [3707] "button"
## [3708] "primary"
## [3709] "color"
## [3710] "fff"
## [3711] "background"
## [3712] "color"
## [3713] "0080c3"
## [3714] "border"
## [3715] "color"
## [3716] "0080c3"
## [3717] "snippet"
## [3718] "button.snippet"
## [3719] "button"
## [3720] "primary:focus"
## [3721] "outline"
## [3722] "3px"
## [3723] "solid"
## [3724] "666"
## [3725] "outline"
## [3726] "offset"
## [3727] "1px"
## [3728] "snippet"
## [3729] "button.snippet"
## [3730] "button"
## [3731] "secondary"
## [3732] "color"
## [3733] "333"
## [3734] "snippet"
## [3735] "button.snippet"
## [3736] "button:hover"
## [3737] "background"
## [3738] "color"
## [3739] "333"
## [3740] "color"
## [3741] "fff"
## [3742] "border"
## [3743] "color"
## [3744] "333"
## [3745] "text"
## [3746] "decoration:none"
## [3747] "media"
## [3748] "max"
## [3749] "width"
## [3750] "639px"
## [3751] "snippet"
## [3752] "actions"
## [3753] "ms"
## [3754] "flex"
## [3755] "wrap:wrap"
## [3756] "flex"
## [3757] "wrap:wrap"
## [3758] "margin"
## [3759] "left"
## [3760] "0"
## [3761] "margin"
## [3762] "right"
## [3763] "0"
## [3764] "snippet"
## [3765] "button"
## [3766] "margin"
## [3767] "left"
## [3768] "0"
## [3769] "margin"
## [3770] "right"
## [3771] "0"
## [3772] "ms"
## [3773] "flex"
## [3774] "preferred"
## [3775] "size"
## [3776] "100"
## [3777] "flex"
## [3778] "basis"
## [3779] "100"
## [3780] "wsj"
## [3781] "snippet"
## [3782] "ad"
## [3783] "padding"
## [3784] "top"
## [3785] "30px"
## [3786] "wsj"
## [3787] "snippet"
## [3788] "login.mobile"
## [3789] "sticky"
## [3790] "signin"
## [3791] "padding"
## [3792] "top"
## [3793] "5px"
## [3794] "z"
## [3795] "index"
## [3796] "50"
## [3797] "position:fixed"
## [3798] "top"
## [3799] "51px"
## [3800] "left"
## [3801] "0"
## [3802] "width"
## [3803] "100"
## [3804] "background"
## [3805] "fff"
## [3806] "wsj"
## [3807] "snippet"
## [3808] "login.mobile"
## [3809] "sticky"
## [3810] "signin:after"
## [3811] "content"
## [3812] "position:absolute"
## [3813] "bottom"
## [3814] "39px"
## [3815] "left"
## [3816] "0"
## [3817] "right"
## [3818] "0"
## [3819] "height"
## [3820] "40px"
## [3821] "background"
## [3822] "webkit"
## [3823] "gradient"
## [3824] "linear"
## [3825] "left"
## [3826] "top"
## [3827] "left"
## [3828] "bottom"
## [3829] "from"
## [3830] "fff"
## [3831] "to"
## [3832] "hsla"
## [3833] "0,0"
## [3834] "100"
## [3835] "0"
## [3836] "background:linear"
## [3837] "gradient"
## [3838] "180deg"
## [3839] "fff"
## [3840] "0"
## [3841] "hsla"
## [3842] "0,0"
## [3843] "100"
## [3844] "0"
## [3845] "wsj"
## [3846] "snippet"
## [3847] "login.mobile"
## [3848] "sticky"
## [3849] "signin"
## [3850] "snippet"
## [3851] "actions"
## [3852] "margin"
## [3853] "left"
## [3854] "10px"
## [3855] "margin"
## [3856] "right"
## [3857] "10px"
## [3858] "snippet"
## [3859] "label"
## [3860] "padding"
## [3861] "top"
## [3862] "8px"
## [3863] "snippet"
## [3864] "promotion"
## [3865] "margin"
## [3866] "bottom"
## [3867] "40px"
## [3868] "snippet"
## [3869] "flashline"
## [3870] "margin"
## [3871] "0"
## [3872] "auto"
## [3873] "padding"
## [3874] "20px"
## [3875] "0"
## [3876] "0"
## [3877] "color"
## [3878] "222"
## [3879] "font"
## [3880] "family:retina"
## [3881] "narrow"
## [3882] "retina"
## [3883] "arial"
## [3884] "sans"
## [3885] "serif"
## [3886] "font"
## [3887] "weight"
## [3888] "500"
## [3889] "font"
## [3890] "size"
## [3891] "14px"
## [3892] "letter"
## [3893] "spacing"
## [3894] "1px"
## [3895] "text"
## [3896] "transform:uppercase"
## [3897] "text"
## [3898] "align:center"
## [3899] "snippet"
## [3900] "action"
## [3901] "btns"
## [3902] "display"
## [3903] "webkit"
## [3904] "box"
## [3905] "display"
## [3906] "ms"
## [3907] "flexbox"
## [3908] "display:flex"
## [3909] "webkit"
## [3910] "box"
## [3911] "pack:center"
## [3912] "ms"
## [3913] "flex"
## [3914] "pack:center"
## [3915] "justify"
## [3916] "content:center"
## [3917] "margin"
## [3918] "20px"
## [3919] "auto"
## [3920] "70px"
## [3921] "snippet"
## [3922] "logo"
## [3923] "width"
## [3924] "350px"
## [3925] "height"
## [3926] "50px"
## [3927] "margin"
## [3928] "1em"
## [3929] "auto"
## [3930] "snippet"
## [3931] "logo"
## [3932] "caption"
## [3933] "text"
## [3934] "align:center"
## [3935] "snippet"
## [3936] "headline"
## [3937] "snippet"
## [3938] "logo"
## [3939] "caption"
## [3940] "font"
## [3941] "size"
## [3942] "14.5px"
## [3943] "margin"
## [3944] "1em"
## [3945] "auto"
## [3946] "1em"
## [3947] "snippet"
## [3948] "logo"
## [3949] "snippet"
## [3950] "logo"
## [3951] "caption"
## [3952] "font"
## [3953] "size"
## [3954] "18.5px"
## [3955] "margin"
## [3956] "1.8em"
## [3957] "auto"
## [3958] "1em"
## [3959] "snippet"
## [3960] "btn"
## [3961] "display:block"
## [3962] "font"
## [3963] "family:retina"
## [3964] "arial"
## [3965] "sans"
## [3966] "serif"
## [3967] "font"
## [3968] "size"
## [3969] "14px"
## [3970] "font"
## [3971] "weight"
## [3972] "500"
## [3973] "letter"
## [3974] "spacing"
## [3975] "5px"
## [3976] "text"
## [3977] "align:center"
## [3978] "text"
## [3979] "transform:uppercase"
## [3980] "padding"
## [3981] "0"
## [3982] "cursor:pointer"
## [3983] "line"
## [3984] "height"
## [3985] "45px"
## [3986] "height"
## [3987] "45px"
## [3988] "border"
## [3989] "radius"
## [3990] "2px"
## [3991] "webkit"
## [3992] "box"
## [3993] "sizing:border"
## [3994] "box"
## [3995] "box"
## [3996] "sizing:border"
## [3997] "box"
## [3998] "snippet"
## [3999] "btn"
## [4000] "a.snippet"
## [4001] "btn:focus"
## [4002] "a.snippet"
## [4003] "btn:hover"
## [4004] "text"
## [4005] "decoration:none"
## [4006] "a.snippet"
## [4007] "btn:focus"
## [4008] "outline"
## [4009] "3px"
## [4010] "solid"
## [4011] "666"
## [4012] "outline"
## [4013] "offset"
## [4014] "1px"
## [4015] "snippet"
## [4016] "action"
## [4017] "btns"
## [4018] "snippet"
## [4019] "btn"
## [4020] "display:block"
## [4021] "width"
## [4022] "50"
## [4023] "snippet"
## [4024] "content"
## [4025] "snippet"
## [4026] "btn"
## [4027] "width:calc"
## [4028] "50"
## [4029] "10px"
## [4030] "snippet"
## [4031] "btn.snippet"
## [4032] "subscribe"
## [4033] "btn"
## [4034] "margin"
## [4035] "right"
## [4036] "20px"
## [4037] "color"
## [4038] "fff"
## [4039] "background"
## [4040] "color"
## [4041] "0274b6"
## [4042] "snippet"
## [4043] "btn.snippet"
## [4044] "subscribe"
## [4045] "btn:hover"
## [4046] "background"
## [4047] "color"
## [4048] "015483"
## [4049] "snippet"
## [4050] "btn.snippet"
## [4051] "sign"
## [4052] "in"
## [4053] "btn"
## [4054] "color"
## [4055] "333"
## [4056] "background"
## [4057] "color"
## [4058] "fff"
## [4059] "border"
## [4060] "1px"
## [4061] "solid"
## [4062] "ccc"
## [4063] "snippet"
## [4064] "btn.snippet"
## [4065] "sign"
## [4066] "in"
## [4067] "btn:hover"
## [4068] "background"
## [4069] "color:rgba"
## [4070] "0,0,0"
## [4071] "1"
## [4072] "snippet"
## [4073] "btn.snippet"
## [4074] "cta"
## [4075] "btn"
## [4076] "display:block"
## [4077] "margin"
## [4078] "0"
## [4079] "auto"
## [4080] "color"
## [4081] "fff"
## [4082] "background"
## [4083] "color"
## [4084] "0274b6"
## [4085] "snippet"
## [4086] "btn.snippet"
## [4087] "cta"
## [4088] "btn:hover"
## [4089] "background"
## [4090] "color"
## [4091] "015483"
## [4092] "snippet"
## [4093] "headline"
## [4094] "margin"
## [4095] "0"
## [4096] "auto"
## [4097] "22px"
## [4098] "font"
## [4099] "family:escrow"
## [4100] "condensed"
## [4101] "sans"
## [4102] "serif"
## [4103] "font"
## [4104] "weight"
## [4105] "700"
## [4106] "font"
## [4107] "size"
## [4108] "40px"
## [4109] "snippet"
## [4110] "headline"
## [4111] "snippet"
## [4112] "subheadline"
## [4113] "color"
## [4114] "555"
## [4115] "line"
## [4116] "height"
## [4117] "40px"
## [4118] "text"
## [4119] "align:center"
## [4120] "snippet"
## [4121] "subheadline"
## [4122] "margin"
## [4123] "0"
## [4124] "auto"
## [4125] "30px"
## [4126] "font"
## [4127] "family:retina"
## [4128] "sans"
## [4129] "serif"
## [4130] "font"
## [4131] "weight"
## [4132] "400"
## [4133] "font"
## [4134] "size"
## [4135] "28px"
## [4136] "media"
## [4137] "min"
## [4138] "width"
## [4139] "980px"
## [4140] "and"
## [4141] "max"
## [4142] "width"
## [4143] "1299px"
## [4144] "snippet"
## [4145] "logo"
## [4146] "height"
## [4147] "32px"
## [4148] "snippet"
## [4149] "logo"
## [4150] "snippet"
## [4151] "logo"
## [4152] "caption"
## [4153] "font"
## [4154] "size"
## [4155] "11.5px"
## [4156] "media"
## [4157] "min"
## [4158] "width"
## [4159] "640px"
## [4160] "and"
## [4161] "max"
## [4162] "width"
## [4163] "979px"
## [4164] "snippet"
## [4165] "logo"
## [4166] "height"
## [4167] "32px"
## [4168] "snippet"
## [4169] "logo"
## [4170] "snippet"
## [4171] "logo"
## [4172] "caption"
## [4173] "font"
## [4174] "size"
## [4175] "11.5px"
## [4176] "snippet"
## [4177] "headline"
## [4178] "snippet"
## [4179] "logo"
## [4180] "caption"
## [4181] "font"
## [4182] "size"
## [4183] "14.5px"
## [4184] "media"
## [4185] "max"
## [4186] "width"
## [4187] "639px"
## [4188] "snippet"
## [4189] "flashline"
## [4190] "padding"
## [4191] "top"
## [4192] "8px"
## [4193] "snippet"
## [4194] "action"
## [4195] "btns"
## [4196] "display:block"
## [4197] "margin"
## [4198] "bottom"
## [4199] "30px"
## [4200] "snippet"
## [4201] "action"
## [4202] "btns"
## [4203] "snippet"
## [4204] "btn"
## [4205] "width"
## [4206] "100"
## [4207] "margin"
## [4208] "10px"
## [4209] "auto"
## [4210] "snippet"
## [4211] "content"
## [4212] "snippet"
## [4213] "btn"
## [4214] "width"
## [4215] "100"
## [4216] "snippet"
## [4217] "logo"
## [4218] "height"
## [4219] "32px"
## [4220] "snippet"
## [4221] "logo"
## [4222] "snippet"
## [4223] "logo"
## [4224] "caption"
## [4225] "font"
## [4226] "size"
## [4227] "11.5px"
## [4228] "snippet"
## [4229] "headline"
## [4230] "margin"
## [4231] "0"
## [4232] "auto"
## [4233] "20px"
## [4234] "font"
## [4235] "size"
## [4236] "32px"
## [4237] "line"
## [4238] "height"
## [4239] "34px"
## [4240] "snippet"
## [4241] "subheadline"
## [4242] "margin"
## [4243] "bottom"
## [4244] "30px"
## [4245] "font"
## [4246] "size"
## [4247] "20px"
## [4248] "line"
## [4249] "height"
## [4250] "28px"
## [4251] "snippet"
## [4252] "headline"
## [4253] "snippet"
## [4254] "logo"
## [4255] "caption"
## [4256] "font"
## [4257] "size"
## [4258] "11.5px"
## [4259] "wsj"
## [4260] "snippet"
## [4261] "related"
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## [4307] "border"
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## [4434] "article_sector"
## [4435] "at16units"
## [4436] "article_sector"
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## [4439] "box"
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## [4442] "flexbox"
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## [4473] "e2e2e2"
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## [4489] "color"
## [4490] "7a0101"
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## [4492] "size"
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## [4497] "article_sector"
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## [4499] "article_sector"
## [4500] "display:block"
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## [4502] "share_tools_target.sticky"
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## [4506] "share"
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## [4513] "wsj"
## [4514] "body"
## [4515] "ad"
## [4516] "main"
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## [4518] "webkit"
## [4519] "sticky"
## [4520] "position:sticky"
## [4521] "top"
## [4522] "80px"
## [4523] "opinion"
## [4524] "media"
## [4525] "object"
## [4526] "margin"
## [4527] "top"
## [4528] "0"
## [4529] "article"
## [4530] "a.media"
## [4531] "object"
## [4532] "chiclet"
## [4533] "position:relative"
## [4534] "bottom"
## [4535] "3px"
## [4536] "margin"
## [4537] "0"
## [4538] "5px"
## [4539] "0"
## [4540] "3px"
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## [4543] "0"
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## [4545] "letter"
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## [4547] "05em"
## [4548] "color"
## [4549] "333"
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## [4551] "bottom"
## [4552] "1px"
## [4553] "solid"
## [4554] "transparent"
## [4555] "white"
## [4556] "space:nowrap"
## [4557] "text"
## [4558] "decoration:none"
## [4559] "cursor:pointer"
## [4560] "font"
## [4561] "weight"
## [4562] "300"
## [4563] "article"
## [4564] "a.media"
## [4565] "object"
## [4566] "chiclet:hover"
## [4567] "opacity"
## [4568] "8"
## [4569] "article"
## [4570] "a.media"
## [4571] "object"
## [4572] "chiclet"
## [4573] "span"
## [4574] "transition:transform"
## [4575] "5s"
## [4576] "webkit"
## [4577] "transform"
## [4578] "5s"
## [4579] "webkit"
## [4580] "transition"
## [4581] "webkit"
## [4582] "transform"
## [4583] "5s"
## [4584] "font"
## [4585] "weight"
## [4586] "500"
## [4587] "webkit"
## [4588] "transform:rotatex"
## [4589] "0deg"
## [4590] "transform:rotatex"
## [4591] "0deg"
## [4592] "display:inline"
## [4593] "block"
## [4594] "article"
## [4595] "a.media"
## [4596] "object"
## [4597] "chiclet"
## [4598] "span.updated"
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## [4600] "transform:rotatex"
## [4601] "90deg"
## [4602] "transform:rotatex"
## [4603] "90deg"
## [4604] "article"
## [4605] "a.media"
## [4606] "object"
## [4607] "chiclet"
## [4608] "span:after"
## [4609] "content"
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## [4611] "top"
## [4612] "0"
## [4613] "right"
## [4614] "3px"
## [4615] "display:inline"
## [4616] "block"
## [4617] "webkit"
## [4618] "transition"
## [4619] "webkit"
## [4620] "transform"
## [4621] "25s"
## [4622] "transition:transform"
## [4623] "25s"
## [4624] "webkit"
## [4625] "transform"
## [4626] "25s"
## [4627] "article"
## [4628] "a.media"
## [4629] "object"
## [4630] "chiclet.down"
## [4631] "span:after"
## [4632] "webkit"
## [4633] "transform:scalex"
## [4634] "1.1"
## [4635] "rotate"
## [4636] "180deg"
## [4637] "transform:scalex"
## [4638] "1.1"
## [4639] "rotate"
## [4640] "180deg"
## [4641] "color"
## [4642] "df0a37"
## [4643] "article"
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## [4645] "object"
## [4646] "chiclet.up"
## [4647] "span:after"
## [4648] "webkit"
## [4649] "transform:scalex"
## [4650] "1.1"
## [4651] "transform:scalex"
## [4652] "1.1"
## [4653] "color"
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## [4666] "object"
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## [4668] "border"
## [4669] "bottom"
## [4670] "1px"
## [4671] "solid"
## [4672] "009f8f"
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## [4674] "max"
## [4675] "width"
## [4676] "979px"
## [4677] "article"
## [4678] "content"
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## [4680] "transform"
## [4681] "style:preserve"
## [4682] "3d"
## [4683] "transform"
## [4684] "style:preserve"
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## [4686] "article"
## [4687] "content"
## [4688] "article"
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## [4690] "object"
## [4691] "chiclet"
## [4692] "webkit"
## [4693] "backface"
## [4694] "visibility:hidden"
## [4695] "backface"
## [4696] "visibility:hidden"
## [4697] "article"
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## [4699] "object"
## [4700] "chiclet"
## [4701] "webkit"
## [4702] "transform:translatez"
## [4703] "1px"
## [4704] "transform:translatez"
## [4705] "1px"
## [4706] "article"
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## [4708] "object"
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## [4710] "span:after"
## [4711] "article"
## [4712] "a.media"
## [4713] "object"
## [4714] "chiclet.up"
## [4715] "span:after"
## [4716] "article"
## [4717] "a.media"
## [4718] "object"
## [4719] "chiclet"
## [4720] "span.updated"
## [4721] "article"
## [4722] "a.media"
## [4723] "object"
## [4724] "chiclet"
## [4725] "span:after"
## [4726] "webkit"
## [4727] "backface"
## [4728] "visibility:hidden"
## [4729] "backface"
## [4730] "visibility:hidden"
## [4731] "webkit"
## [4732] "transform"
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## [4734] "3d"
## [4735] "transform"
## [4736] "style:preserve"
## [4737] "3d"
## [4738] "webkit"
## [4739] "perspective"
## [4740] "1000"
## [4741] "perspective"
## [4742] "1000"
## [4743] "wsj"
## [4744] "article"
## [4745] "headline"
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## [4747] "margin"
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## [4749] "25px"
## [4750] "article"
## [4751] "article_header"
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## [4753] "margin"
## [4754] "bottom"
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## [4756] "media"
## [4757] "max"
## [4758] "width"
## [4759] "639px"
## [4760] "article"
## [4761] "article_header"
## [4762] "h1"
## [4763] "font"
## [4764] "size"
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## [4766] "article"
## [4767] "article_header"
## [4768] "sub"
## [4769] "head"
## [4770] "font"
## [4771] "size"
## [4772] "20px"
## [4773] "line"
## [4774] "height"
## [4775] "27px"
## [4776] "article"
## [4777] "article_header"
## [4778] "h1"
## [4779] "margin"
## [4780] "bottom"
## [4781] "8px"
## [4782] "font"
## [4783] "size"
## [4784] "40px"
## [4785] "line"
## [4786] "height"
## [4787] "1em"
## [4788] "article"
## [4789] "article_header"
## [4790] "sub"
## [4791] "head"
## [4792] "font"
## [4793] "size"
## [4794] "20px"
## [4795] "line"
## [4796] "height"
## [4797] "27px"
## [4798] "color"
## [4799] "666"
## [4800] "letter"
## [4801] "spacing"
## [4802] "01em"
## [4803] "media"
## [4804] "webkit"
## [4805] "min"
## [4806] "device"
## [4807] "pixel"
## [4808] "ratio"
## [4809] "2"
## [4810] "min"
## [4811] "resolution"
## [4812] "192dpi"
## [4813] "article"
## [4814] "article_header"
## [4815] "sub"
## [4816] "head"
## [4817] "letter"
## [4818] "spacing"
## [4819] "013em"
## [4820] "colcenter"
## [4821] "article_header"
## [4822] "category"
## [4823] "colcenter"
## [4824] "article_header"
## [4825] "sub"
## [4826] "head"
## [4827] "colcenter"
## [4828] "article_header"
## [4829] "h1"
## [4830] "text"
## [4831] "align:center"
## [4832] "opinion"
## [4833] "wsj"
## [4834] "article"
## [4835] "headline"
## [4836] "wrap"
## [4837] "margin"
## [4838] "bottom"
## [4839] "20px"
## [4840] "article.opinion"
## [4841] "article_header"
## [4842] "h1"
## [4843] "font"
## [4844] "weight"
## [4845] "400"
## [4846] "font"
## [4847] "style:italic"
## [4848] "font"
## [4849] "size"
## [4850] "54px"
## [4851] "article.opinion"
## [4852] "article_header"
## [4853] "category"
## [4854] "a"
## [4855] "color"
## [4856] "867256"
## [4857] "article.magazine"
## [4858] "wsj"
## [4859] "article"
## [4860] "headline"
## [4861] "wrap"
## [4862] "h1"
## [4863] "font"
## [4864] "weight"
## [4865] "300"
## [4866] "article.magazine"
## [4867] "wsj"
## [4868] "article"
## [4869] "headline"
## [4870] "wrap"
## [4871] "sub"
## [4872] "head"
## [4873] "font"
## [4874] "family:exchange"
## [4875] "georgia"
## [4876] "serif"
## [4877] "article"
## [4878] "tools"
## [4879] "container"
## [4880] "position:relative"
## [4881] "z"
## [4882] "index"
## [4883] "35"
## [4884] "share"
## [4885] "target"
## [4886] "webui"
## [4887] "article"
## [4888] "tools"
## [4889] "margin"
## [4890] "bottom"
## [4891] "20px"
## [4892] "at16units"
## [4893] "opinion"
## [4894] "webui"
## [4895] "article"
## [4896] "tools"
## [4897] "width"
## [4898] "860px"
## [4899] "margin"
## [4900] "left"
## [4901] "80px"
## [4902] "article"
## [4903] "article_header"
## [4904] "category"
## [4905] "font"
## [4906] "size"
## [4907] "14px"
## [4908] "text"
## [4909] "transform:uppercase"
## [4910] "color"
## [4911] "999"
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## [4913] "height"
## [4914] "17px"
## [4915] "margin"
## [4916] "bottom"
## [4917] "2px"
## [4918] "article"
## [4919] "article_header"
## [4920] "category"
## [4921] "li"
## [4922] "article"
## [4923] "article_header"
## [4924] "category"
## [4925] "ul"
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## [4931] "category"
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## [4935] "article"
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## [4937] "category"
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## [4939] "display"
## [4940] "webkit"
## [4941] "box"
## [4942] "display"
## [4943] "ms"
## [4944] "flexbox"
## [4945] "display:flex"
## [4946] "color"
## [4947] "333"
## [4948] "font"
## [4949] "size"
## [4950] "17px"
## [4951] "font"
## [4952] "weight"
## [4953] "700"
## [4954] "webkit"
## [4955] "box"
## [4956] "align:center"
## [4957] "ms"
## [4958] "flex"
## [4959] "align:center"
## [4960] "align"
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## [4962] "article"
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## [4966] "child"
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## [4972] "li:first"
## [4973] "child"
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## [4975] "eb0303"
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## [4979] "li:before"
## [4980] "article"
## [4981] "category"
## [4982] "region"
## [4983] "cat:before"
## [4984] "content"
## [4985] "margin"
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## [4988] "margin"
## [4989] "right"
## [4990] "4px"
## [4991] "article"
## [4992] "category"
## [4993] "region"
## [4994] "cat:before"
## [4995] "margin"
## [4996] "right"
## [4997] "7px"
## [4998] "media"
## [4999] "max"
## [5000] "width"
## [5001] "979px"
## [5002] "wsj"
## [5003] "modern"
## [5004] "article"
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## [5006] "category"
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## [5010] "article"
## [5011] "article_header"
## [5012] "category"
## [5013] "ul"
## [5014] "display"
## [5015] "webkit"
## [5016] "box"
## [5017] "display"
## [5018] "ms"
## [5019] "flexbox"
## [5020] "display:flex"
## [5021] "color"
## [5022] "333"
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## [6525] "bottom"
## [6526] "20px"
## [6527] "wsj"
## [6528] "modern"
## [6529] "colophon"
## [6530] "div:not"
## [6531] "last"
## [6532] "child"
## [6533] "margin"
## [6534] "bottom"
## [6535] "0"
## [6536] "width"
## [6537] "50"
## [6538] "wsj"
## [6539] "modern"
## [6540] "colophon"
## [6541] "meta"
## [6542] "data"
## [6543] "wrapper"
## [6544] "display"
## [6545] "webkit"
## [6546] "box"
## [6547] "display"
## [6548] "ms"
## [6549] "flexbox"
## [6550] "display:flex"
## [6551] "webkit"
## [6552] "box"
## [6553] "orient:vertical"
## [6554] "webkit"
## [6555] "box"
## [6556] "direction:normal"
## [6557] "ms"
## [6558] "flex"
## [6559] "direction:column"
## [6560] "flex"
## [6561] "direction:column"
## [6562] "wsj"
## [6563] "modern"
## [6564] "colophon"
## [6565] "meta"
## [6566] "data"
## [6567] "wrapper"
## [6568] "div:not"
## [6569] "last"
## [6570] "child"
## [6571] "margin"
## [6572] "bottom"
## [6573] "20px"
## [6574] "wsj"
## [6575] "modern"
## [6576] "article.large"
## [6577] "text"
## [6578] "colophon"
## [6579] "p"
## [6580] "wsj"
## [6581] "modern"
## [6582] "article.medium"
## [6583] "text"
## [6584] "colophon"
## [6585] "p"
## [6586] "margin"
## [6587] "bottom"
## [6588] "0"
## [6589] "wsj"
## [6590] "modern"
## [6591] "colophon"
## [6592] "p"
## [6593] "wsj"
## [6594] "modern"
## [6595] "colophon"
## [6596] "span"
## [6597] "color"
## [6598] "666"
## [6599] "font"
## [6600] "size"
## [6601] "15px"
## [6602] "line"
## [6603] "height"
## [6604] "22px"
## [6605] "text"
## [6606] "transform:uppercase"
## [6607] "margin"
## [6608] "0"
## [6609] "wsj"
## [6610] "modern"
## [6611] "colophon"
## [6612] "span"
## [6613] "font"
## [6614] "weight"
## [6615] "300"
## [6616] "wsj"
## [6617] "modern"
## [6618] "colophon"
## [6619] "p.colophon"
## [6620] "header"
## [6621] "font"
## [6622] "weight"
## [6623] "500"
## [6624] "margin"
## [6625] "bottom"
## [6626] "0"
## [6627] "wsj"
## [6628] "modern"
## [6629] "colophon"
## [6630] "avatar"
## [6631] "wrapper"
## [6632] "display"
## [6633] "webkit"
## [6634] "box"
## [6635] "display"
## [6636] "ms"
## [6637] "flexbox"
## [6638] "display:flex"
## [6639] "wsj"
## [6640] "modern"
## [6641] "colophon"
## [6642] "avatar"
## [6643] "wrapper"
## [6644] "avatar"
## [6645] "vertical"
## [6646] "align:middle"
## [6647] "margin"
## [6648] "right"
## [6649] "15px"
## [6650] "margin"
## [6651] "bottom"
## [6652] "20px"
## [6653] "wsj"
## [6654] "modern"
## [6655] "colophon"
## [6656] "avatar"
## [6657] "wrapper"
## [6658] "avatar"
## [6659] "img"
## [6660] "height"
## [6661] "50px"
## [6662] "width"
## [6663] "50px"
## [6664] "border"
## [6665] "radius"
## [6666] "25px"
## [6667] "wsj"
## [6668] "modern"
## [6669] "colophon"
## [6670] "author"
## [6671] "wrapper"
## [6672] "author"
## [6673] "display:block"
## [6674] "margin"
## [6675] "bottom"
## [6676] "4px"
## [6677] "wsj"
## [6678] "modern"
## [6679] "colophon"
## [6680] "author"
## [6681] "wrapper"
## [6682] "author:last"
## [6683] "child"
## [6684] "margin"
## [6685] "bottom"
## [6686] "0"
## [6687] "wsj"
## [6688] "modern"
## [6689] "colophon"
## [6690] "author"
## [6691] "wrapper"
## [6692] "author"
## [6693] "span"
## [6694] "text"
## [6695] "decoration:none"
## [6696] "wsj"
## [6697] "modern"
## [6698] "colophon"
## [6699] "author"
## [6700] "wrapper"
## [6701] "author"
## [6702] "a"
## [6703] "span"
## [6704] "text"
## [6705] "decoration:underline"
## [6706] "wsj"
## [6707] "modern"
## [6708] "article"
## [6709] "content"
## [6710] "p:first"
## [6711] "of"
## [6712] "type:first"
## [6713] "letter"
## [6714] "wsj"
## [6715] "modern"
## [6716] "wsj"
## [6717] "snippet"
## [6718] "body"
## [6719] "p:first"
## [6720] "of"
## [6721] "type:first"
## [6722] "letter"
## [6723] "font"
## [6724] "size"
## [6725] "95px"
## [6726] "font"
## [6727] "weight"
## [6728] "700"
## [6729] "line"
## [6730] "height"
## [6731] "60px"
## [6732] "padding"
## [6733] "top"
## [6734] "15px"
## [6735] "padding"
## [6736] "right"
## [6737] "8px"
## [6738] "float:left"
## [6739] "margin"
## [6740] "left"
## [6741] "5px"
## [6742] "wsj"
## [6743] "article"
## [6744] "caption"
## [6745] "wsj"
## [6746] "modern"
## [6747] "bigtop__captioncredit"
## [6748] "text"
## [6749] "align:left"
## [6750] "padding"
## [6751] "top"
## [6752] "5px"
## [6753] "wsj"
## [6754] "modern"
## [6755] "article__inset__image__caption"
## [6756] "wsj"
## [6757] "modern"
## [6758] "bigtop__caption"
## [6759] "wsj"
## [6760] "modern"
## [6761] "bigtop__credit"
## [6762] "wsj"
## [6763] "modern"
## [6764] "wsj"
## [6765] "article"
## [6766] "caption"
## [6767] "content"
## [6768] "wsj"
## [6769] "modern"
## [6770] "wsj"
## [6771] "article"
## [6772] "credit"
## [6773] "color"
## [6774] "888"
## [6775] "font"
## [6776] "size"
## [6777] "16px"
## [6778] "line"
## [6779] "height"
## [6780] "24px"
## [6781] "margin"
## [6782] "top"
## [6783] "10px"
## [6784] "padding"
## [6785] "top"
## [6786] "0"
## [6787] "wsj"
## [6788] "modern"
## [6789] "media"
## [6790] "object.edgetoedge"
## [6791] "wsj"
## [6792] "article"
## [6793] "caption"
## [6794] "margin"
## [6795] "10px"
## [6796] "auto"
## [6797] "0"
## [6798] "wsj"
## [6799] "modern"
## [6800] "bigtop__caption"
## [6801] "wsj"
## [6802] "modern"
## [6803] "bigtop__credit"
## [6804] "wsj"
## [6805] "modern"
## [6806] "byline.article__byline"
## [6807] "span"
## [6808] "wsj"
## [6809] "modern"
## [6810] "timestamp.article__timestamp"
## [6811] "font"
## [6812] "size"
## [6813] "15px"
## [6814] "line"
## [6815] "height"
## [6816] "22px"
## [6817] "wsj"
## [6818] "modern"
## [6819] "byline.article__byline"
## [6820] "span"
## [6821] "font"
## [6822] "weight"
## [6823] "300"
## [6824] "font"
## [6825] "style:normal"
## [6826] "wsj"
## [6827] "modern"
## [6828] "article"
## [6829] "content"
## [6830] "paywall"
## [6831] "last"
## [6832] "child"
## [6833] "margin"
## [6834] "bottom"
## [6835] "0"
## [6836] "wsj"
## [6837] "modern"
## [6838] "article__inset"
## [6839] "type"
## [6840] "insetpullquote"
## [6841] "width"
## [6842] "100"
## [6843] "margin"
## [6844] "top"
## [6845] "12px"
## [6846] "margin"
## [6847] "bottom"
## [6848] "40px"
## [6849] "wsj"
## [6850] "modern"
## [6851] "article__inset"
## [6852] "type"
## [6853] "insetpullquote"
## [6854] "wsj"
## [6855] "article"
## [6856] "pullquote"
## [6857] "wsj"
## [6858] "modern"
## [6859] "media"
## [6860] "object.bleed"
## [6861] "wsj"
## [6862] "modern"
## [6863] "media"
## [6864] "object.edgetoedge"
## [6865] "margin"
## [6866] "left"
## [6867] "0"
## [6868] "wsj"
## [6869] "modern"
## [6870] "pullquote"
## [6871] "content.article__inset__pullquote__quote"
## [6872] "font"
## [6873] "size"
## [6874] "24px"
## [6875] "line"
## [6876] "height"
## [6877] "34px"
## [6878] "font"
## [6879] "weight"
## [6880] "700"
## [6881] "wsj"
## [6882] "modern"
## [6883] "article__inset__pullquote__author"
## [6884] "color"
## [6885] "888"
## [6886] "wsj"
## [6887] "modern"
## [6888] "media"
## [6889] "object"
## [6890] "strap"
## [6891] "container"
## [6892] "wsj"
## [6893] "modern"
## [6894] "newsletter"
## [6895] "signup"
## [6896] "container"
## [6897] "width"
## [6898] "300px"
## [6899] "margin"
## [6900] "0"
## [6901] "auto"
## [6902] "wsj"
## [6903] "modern"
## [6904] "media"
## [6905] "object"
## [6906] "strap"
## [6907] "container"
## [6908] "margin"
## [6909] "bottom"
## [6910] "8px"
## [6911] "wsj"
## [6912] "modern"
## [6913] "article__inset"
## [6914] "type"
## [6915] "insetnewslettersignup"
## [6916] "position:relative"
## [6917] "margin"
## [6918] "40px"
## [6919] "auto"
## [6920] "width"
## [6921] "100"
## [6922] "padding"
## [6923] "0"
## [6924] "wsj"
## [6925] "modern"
## [6926] "media"
## [6927] "object"
## [6928] "strap"
## [6929] "container"
## [6930] "border"
## [6931] "top:none"
## [6932] "wsj"
## [6933] "modern"
## [6934] "media"
## [6935] "object"
## [6936] "strap"
## [6937] "container"
## [6938] "strap"
## [6939] "font"
## [6940] "size"
## [6941] "12px"
## [6942] "text"
## [6943] "transform:uppercase"
## [6944] "wsj"
## [6945] "modern"
## [6946] "sector"
## [6947] "width"
## [6948] "100"
## [6949] "wsj"
## [6950] "modern"
## [6951] "comments_sector"
## [6952] "margin"
## [6953] "40px"
## [6954] "0"
## [6955] "0"
## [6956] "wsj"
## [6957] "modern"
## [6958] "cx"
## [6959] "what"
## [6960] "to"
## [6961] "read"
## [6962] "next"
## [6963] "width"
## [6964] "100"
## [6965] "background"
## [6966] "000"
## [6967] "padding"
## [6968] "40px"
## [6969] "0"
## [6970] "wsj"
## [6971] "modern"
## [6972] "comments"
## [6973] "wrapper"
## [6974] "width"
## [6975] "100"
## [6976] "margin"
## [6977] "0"
## [6978] "auto"
## [6979] "wsj"
## [6980] "modern"
## [6981] "comments"
## [6982] "wrapper"
## [6983] "colcenter"
## [6984] "padding"
## [6985] "0"
## [6986] "20px"
## [6987] "wsj"
## [6988] "modern"
## [6989] "footer"
## [6990] "margin"
## [6991] "top"
## [6992] "0"
## [6993] "border"
## [6994] "top:none"
## [6995] "wsj"
## [6996] "modern"
## [6997] "coral"
## [6998] "toggle.coral"
## [6999] "hidden"
## [7000] "margin"
## [7001] "bottom"
## [7002] "100px"
## [7003] "wsj"
## [7004] "modern"
## [7005] "media"
## [7006] "object.type"
## [7007] "insetpodcast"
## [7008] "background"
## [7009] "color"
## [7010] "f4f4f4"
## [7011] "padding"
## [7012] "20px"
## [7013] "webkit"
## [7014] "box"
## [7015] "sizing:border"
## [7016] "box"
## [7017] "box"
## [7018] "sizing:border"
## [7019] "box"
## [7020] "wsj"
## [7021] "modern"
## [7022] "wsj"
## [7023] "modern"
## [7024] "ad"
## [7025] "container"
## [7026] "position:relative"
## [7027] "left:calc"
## [7028] "50"
## [7029] "50vw"
## [7030] "width"
## [7031] "100vw"
## [7032] "background"
## [7033] "f4f4f4"
## [7034] "padding"
## [7035] "25px"
## [7036] "0"
## [7037] "text"
## [7038] "align:center"
## [7039] "margin"
## [7040] "top"
## [7041] "40px"
## [7042] "margin"
## [7043] "bottom"
## [7044] "40px"
## [7045] "wsj"
## [7046] "modern"
## [7047] "wsj"
## [7048] "modern"
## [7049] "ad"
## [7050] "container"
## [7051] "wsj"
## [7052] "modern"
## [7053] "ad"
## [7054] "placement:before"
## [7055] "content"
## [7056] "advertisement"
## [7057] "text"
## [7058] "transform:uppercase"
## [7059] "letter"
## [7060] "spacing"
## [7061] "5px"
## [7062] "font"
## [7063] "size"
## [7064] "12px"
## [7065] "margin"
## [7066] "bottom"
## [7067] "8px"
## [7068] "display:block"
## [7069] "wsj"
## [7070] "modern"
## [7071] "article__inset.article__inset"
## [7072] "type"
## [7073] "insetmediavideo"
## [7074] "width"
## [7075] "100"
## [7076] "margin"
## [7077] "top"
## [7078] "12px"
## [7079] "margin"
## [7080] "left"
## [7081] "0"
## [7082] "wsj"
## [7083] "modern"
## [7084] "wsj"
## [7085] "article"
## [7086] "caption.article__inset__video__caption"
## [7087] "font"
## [7088] "size"
## [7089] "16px"
## [7090] "line"
## [7091] "height"
## [7092] "26px"
## [7093] "font"
## [7094] "weight"
## [7095] "500"
## [7096] "border"
## [7097] "bottom"
## [7098] "2px"
## [7099] "solid"
## [7100] "c9c9c9"
## [7101] "padding"
## [7102] "bottom"
## [7103] "30px"
## [7104] "padding"
## [7105] "top"
## [7106] "15px"
## [7107] "wsj"
## [7108] "modern"
## [7109] "article__inset:not"
## [7110] "article__inset"
## [7111] "wrap"
## [7112] "not"
## [7113] "type"
## [7114] "insetpodcast"
## [7115] "margin"
## [7116] "top"
## [7117] "40px"
## [7118] "margin"
## [7119] "bottom"
## [7120] "40px"
## [7121] "padding"
## [7122] "top"
## [7123] "0"
## [7124] "padding"
## [7125] "bottom"
## [7126] "0"
## [7127] "wsj"
## [7128] "modern"
## [7129] "origami"
## [7130] "wrapper"
## [7131] "col"
## [7132] "margin"
## [7133] "bottom"
## [7134] "10px"
## [7135] "wsj"
## [7136] "modern"
## [7137] "origami"
## [7138] "wrapper"
## [7139] "span_6"
## [7140] "width"
## [7141] "100"
## [7142] "wsj"
## [7143] "modern"
## [7144] "div:not"
## [7145] "splittop"
## [7146] "bigtop__media"
## [7147] "image"
## [7148] "min"
## [7149] "height"
## [7150] "439px"
## [7151] "webkit"
## [7152] "box"
## [7153] "sizing:border"
## [7154] "box"
## [7155] "box"
## [7156] "sizing:border"
## [7157] "box"
## [7158] "wsj"
## [7159] "modern"
## [7160] "bigtop__text.bigtop__text"
## [7161] "bottom"
## [7162] "wsj"
## [7163] "modern"
## [7164] "bigtop__text.bigtop__text"
## [7165] "top"
## [7166] "bottom:auto"
## [7167] "media"
## [7168] "min"
## [7169] "width"
## [7170] "640px"
## [7171] "wsj"
## [7172] "modern"
## [7173] "wsj"
## [7174] "article"
## [7175] "caption.article__inset__video__caption"
## [7176] "wsj"
## [7177] "modern"
## [7178] "article"
## [7179] "h4"
## [7180] "wsj"
## [7181] "modern"
## [7182] "article"
## [7183] "p"
## [7184] "font"
## [7185] "size"
## [7186] "18px"
## [7187] "line"
## [7188] "height"
## [7189] "28px"
## [7190] "wsj"
## [7191] "modern"
## [7192] "wsj"
## [7193] "article"
## [7194] "headline"
## [7195] "wrap"
## [7196] "wsj"
## [7197] "article"
## [7198] "headline"
## [7199] "font"
## [7200] "size"
## [7201] "42px"
## [7202] "line"
## [7203] "height"
## [7204] "47px"
## [7205] "margin"
## [7206] "bottom"
## [7207] "15px"
## [7208] "wsj"
## [7209] "modern"
## [7210] "article_header"
## [7211] "margin"
## [7212] "40px"
## [7213] "0"
## [7214] "20px"
## [7215] "wsj"
## [7216] "modern"
## [7217] "wsj"
## [7218] "article"
## [7219] "headline"
## [7220] "wrap"
## [7221] "wsj"
## [7222] "article"
## [7223] "headline"
## [7224] "font"
## [7225] "size"
## [7226] "56px"
## [7227] "line"
## [7228] "height"
## [7229] "62px"
## [7230] "wsj"
## [7231] "modern"
## [7232] "article_header"
## [7233] "wsj"
## [7234] "article"
## [7235] "headline"
## [7236] "wrap"
## [7237] "sub"
## [7238] "head"
## [7239] "font"
## [7240] "size"
## [7241] "18px"
## [7242] "line"
## [7243] "height"
## [7244] "30px"
## [7245] "margin"
## [7246] "right"
## [7247] "60px"
## [7248] "wsj"
## [7249] "modern"
## [7250] "media"
## [7251] "object.type"
## [7252] "insetpodcast"
## [7253] "padding"
## [7254] "40px"
## [7255] "25px"
## [7256] "wsj"
## [7257] "modern"
## [7258] "comments"
## [7259] "wrapper"
## [7260] "colcenter"
## [7261] "padding"
## [7262] "0"
## [7263] "wsj"
## [7264] "modern"
## [7265] "origami"
## [7266] "wrapper"
## [7267] "col"
## [7268] "margin"
## [7269] "bottom"
## [7270] "20px"
## [7271] "wsj"
## [7272] "modern"
## [7273] "origami"
## [7274] "wrapper"
## [7275] "span_6"
## [7276] "width"
## [7277] "50"
## [7278] "wsj"
## [7279] "modern"
## [7280] "origami"
## [7281] "wrapper"
## [7282] "span_6"
## [7283] "nth"
## [7284] "child"
## [7285] "odd"
## [7286] "border"
## [7287] "left"
## [7288] "width"
## [7289] "15px"
## [7290] "wsj"
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