TheEconomistMay14th 2022
Graphic detail War and social media
85
Under the radar
U
kraineandRussiaarefightingmain
ly in eastern Ukraine, but they are
courting allies around the globe. Ukraine
needs other countries to abide by Western
sanctions. That means winning hearts and
minds in places like India and Turkey.
To Western ears, Russia’s portrayal of
Ukraine’s leaders as Nazis sounds absurd.
But just as Ukraine’s military strength sur
prised the Kremlin, the effectiveness of
Russian propaganda might also be under
estimated. An analysis of recent Twitter
posts suggests that Russia’s online infor
mation operations may be focused outside
the West—and already bearing fruit.
To measure the impact of Russia’s on
line influencers, we studied 7,756 Twitter
accounts identified by casmTechnology, a
British analytics firm. All used the #IStand
WithPutin or #IStandWithRussia hashtags
at least five timesinthewar’sfirst 12 days.
casmhas divided these accounts into
clusters (see diagram above). Each dot rep
resents one user. Accounts that sent simi
lar messages appear close together, where
as those that behaved differently are far
apart. For example, accounts in South Afri
ca often emphasised anticolonial solidar
ity, whereas many in South Asia focused on
Russia’s diplomatic support for India.
Such groupings leave a key question
unanswered. How many of these users
genuinely back Russia, and how many are
bots or paid trolls? To find out, we collected
3.7m tweets by these users and their fol
lowers, and produced versions in English
using Google Translate. We then read 2,211
of these posts; classified them as support
ing Russia, Ukraine or neither; and used
these data to train an algorithm, which ap
plied these labels to all remaining tweets.
Next, we tried to work out which users
could be acting on behalf of the Kremlin.
Nearly half of the accounts were no longer
accessible, because they were deleted,
made private or banned by Twitter. Of the
remainder, an estimated 7% churned out
proRussian tweets in a suspicious man
ner. Some were created early in the war;
othersrarelymentionedRussiabeforeear
ly March. Many acted in concert by posting
identical messages. Unlike automated
bots, most of these accounts varied the
wording and emphasis of their content.
This supports many analysts’ hunch that
real people are being paid for such posts,
either by Russia or by its proxies.
The suspicious accounts succeeded in
injecting these views into online conversa
tion. On average, their proRussian mes
sages were retweeted 61 times. Moreover,
they seem to be winning converts. After
suspicious accounts posted proRussian
content, the share of their followers’
tweets favouring Russia also tended to rise.
In contrast, the suspicious accounts’ activ
ity did not change in response to posts by
their followers or by users they followed.
Because this activity is concentrated in
Asian and African online networks, it is
largely invisible to Western Twitterati. But
if countries like SouthAfricahelp Russia
weather the sanctions,#IStandWithPutin
may be partly responsible.n
Russia is swaying Twitter users outside
the West to its side
Hindi
Farsi,Sindhi
andUrdu
Sub-Saharan
Afrcan
Sub-Saharan
Afrcan
South
African
South
African
Mix ofSouthAsian
Languages
MixofSouthAsian
languages
Tamil
IndianIndianEnglishEnglish
Multi-lingual;
heavilyspam
Similar accounts
are closer together
Dissimilaraccounts
arefurtherapart
→ Distinct clusters of pro-Russian Twitter accounts are active all across Asia and Africa
Similarity diagram of accounts tweeting pro-Russian hashtags*
March 7th-9th 2022
Pro-Russiatweets,%
44%Nowbannedordeleted
52%Notflaggedassuspicious
56%Stillactive Suspiciousaccounts4%
Estimatedbreakdownof,56Twitter
accountssharingpro-Russianhashtags
*Fiveormorementionsof#IStandWithPutinor#IStandWithRussia.Thediagramonlydepictsdistances.Left/right
andtop/bottompositionsarearbitrary Sources:CASMTechnology;Twitter;GoogleTranslate;TheEconomist
0
10
20
30
40
Feb 2022 Mar Apr
Russia
invades
Ukraine
Their followers
Suspicious accounts
“ The world’s greatest
imperialists, genocidal and
colonialists came together,
formed NATO and said ‘we
are good people’...This is the
EU and UN hypocrisy ”
“NATO has killed about
1,603,500 in Libya, Iraq,
Afghanistan and Syria, and
nobody was shocked until
now that Russia killed barely
00 Ukrainian soldiers”
“ Why didn’t #NATO listen to
warnings? Why didn’t they
have dialogue with #Russia
when #Putin proposed
solutions?”
“Reports: #Ukrainians
holding #Indians as hostage
& human shields in #Kharkiv
& #Kyiv. It’s a treacherous
conspiracy to derail #India
#Russian brotherhood”
We’re hiring: The Economistis looking to add a
promising trainee to our data-journalism team.
Please visit economist.com/datajobs for details.