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Update script to tabulate single nodes.
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import csv | ||
import itertools | ||
import json | ||
from collections import Counter | ||
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input_path = "/Users/maxwoolf/Downloads" \ | ||
"/HIBP Consolidated and Anonymised Data" \ | ||
"/HIBP Consolidated and Anonymised Data.txt" | ||
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# service_dict is a dictionary with a string key. | ||
service_dict = {} | ||
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# edge_dict is a dictionary with tuple keys. | ||
edge_dict = {} | ||
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with open(input_path, 'rb') as f: | ||
for entry in f: | ||
services = entry.split(' ')[0].split(';') | ||
count = int(entry.split(' ')[1].rstrip()) | ||
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services.sort() # Ensure edges are in correct order | ||
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for service in services: | ||
if service in service_dict: | ||
service_dict[service] += count | ||
else: | ||
service_dict[service] = count | ||
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if len(services) > 1: | ||
# edges is a list of tuples | ||
edges = list(itertools.combinations(services, 2)) | ||
for edge in edges: | ||
if edge in edge_dict: | ||
edge_dict[edge] += count | ||
else: | ||
edge_dict[edge] = count | ||
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# output should be close to public numbers: | ||
# https://haveibeenpwned.com/PwnedWebsites | ||
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with open('hibp_services.csv', 'wb') as file: | ||
writer = csv.writer(file) | ||
writer.writerow(["Service", "Total"]) | ||
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for key, value in service_dict.iteritems(): | ||
writer.writerow([key, value]) | ||
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with open('hibp_edges.csv', 'wb') as file: | ||
writer = csv.writer(file) | ||
writer.writerow(["Source", "Target", "Weight"]) | ||
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with open(input_path, 'rb') as f: | ||
for entry in f: | ||
if entry.find(';') > 0: | ||
services = entry.split(' ')[0].split(';') | ||
count = int(entry.split(' ')[1].rstrip()) | ||
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services.sort() # Ensure edges are in correct order | ||
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# edges is a list of tuples | ||
edges = list(itertools.combinations(services, 2)) | ||
for edge in edges: | ||
if edge in edge_dict: | ||
edge_dict[edge] += count | ||
else: | ||
edge_dict[edge] = count | ||
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for key, value in edge_dict.iteritems(): | ||
writer.writerow([key[0], key[1], value]) |
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Original file line number | Diff line number | Diff line change |
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Service,Total | ||
HackingTeam,32310 | ||
HackForums,191773 | ||
MinecraftPocketEditionForum,16034 | ||
Comcast,616882 | ||
Experian,7196890 | ||
000webhost,13445467 | ||
Vodafone,56021 | ||
NexusMods,11779871 | ||
WHMCS,134047 | ||
Trillian,3827238 | ||
BitTorrent,34236 | ||
Interpals,3439414 | ||
Plex,327314 | ||
QatarNationalBank,88678 | ||
HeroesOfGaia,179967 | ||
AstroPID,5789 | ||
Lifeboat,7089395 | ||
LizardSquad,13451 | ||
GeekedIn,1073164 | ||
R2Games,22231152 | ||
NetEase,234841563 | ||
126,6414191 | ||
MajorGeeks,269548 | ||
CrackCommunity,19216 | ||
WarInc,1020136 | ||
Adobe,152479936 | ||
MoDaCo,879703 | ||
SumoTorrent,285188 | ||
OwnedCore,880331 | ||
CheapAssGamer,444767 | ||
Seedpeer,281919 | ||
MailRu,4820827 | ||
HeroesOfNewerth,8089103 | ||
Minefield,188343 | ||
Tianya,29020808 | ||
Tesco,2239 | ||
GTAGaming,197184 | ||
Aipai,6496778 | ||
Mac-Torrents,93922 | ||
Duowan,2639894 | ||
COMELEC,228605 | ||
Aternos,1436486 | ||
MuslimDirectory,37782 | ||
Avast,422959 | ||
ClixSense,2424784 | ||
Dominos,648231 | ||
PixelFederation,38108 | ||
SpecialKSpamList,30741620 | ||
GamerzPlanet,1217166 | ||
Sony,37103 | ||
Nival,1535473 | ||
Yandex,1186564 | ||
SkTorrent,117070 | ||
BusinessAcumen,22747 | ||
DLH,3264710 | ||
eThekwiniMunicipality,81830 | ||
iDressup,2181565 | ||
DDO,1580933 | ||
mSpy,699792 | ||
iMesh,49467477 | ||
Dodonew,8718404 | ||
PS3Hax,447410 | ||
GameTuts,2064274 | ||
Nulled,599076 | ||
Tumblr,76067055 | ||
Gamigo,8163604 | ||
Pokebip,425445 | ||
StarNet,139395 | ||
QuantumBooter,48592 | ||
IGF,3200 | ||
Flashback,40256 | ||
Rambler,91356923 | ||
MoneyBookers,4483605 | ||
CannabisForum,227812 | ||
Leet,5081689 | ||
Teracod,97136 | ||
Verified,17009 | ||
Insanelyi,104162 | ||
ServerPact,73587 | ||
ThisHabboForum,612369 | ||
VBulletin,518966 | ||
AndroidForums,745355 | ||
Lastfm,37217679 | ||
SCDailyPhoneSpamList,32939105 | ||
Spirol,55614 | ||
Boxee,158163 | ||
WPT,148366 | ||
Uiggy,2682650 | ||
Neteller,3619948 | ||
xat,5968783 | ||
Yahoo,453427 | ||
BlackHatWorld,777387 | ||
XSplit,2983472 | ||
Lookbook,1074948 | ||
FFShrine,620677 | ||
PokemonCreed,116460 | ||
SprashivaiRu,3474763 | ||
Xbox-Scene,432552 | ||
PSX-Scene,341118 | ||
CivilOnline,7830195 | ||
Gawker,532661 | ||
BattlefieldHeroes,523 | ||
Bell,12653 | ||
MPGH,3122898 | ||
TRAI,107128 | ||
Snapchat,5 | ||
MinecraftWorldMap,71018 | ||
KMRU,1476783 | ||
TruckersMP,83643 | ||
BTSec,4789418 | ||
AhaShare,180468 | ||
17Media,4009640 | ||
LinkedIn,160074951 | ||
Malwarebytes,111623 | ||
Forbes,1057261 | ||
Win7Vista,202859 | ||
Nihonomaru,1697282 | ||
PaddyPower,590954 | ||
GFAN,22526334 | ||
LOTR,1141278 | ||
NextGenUpdate,1194597 | ||
Solomid,442166 | ||
myRepoSpace,252751 | ||
Dropbox,68648009 | ||
Onverse,800157 | ||
FoxyBingo,252216 | ||
WIIUISO,458155 | ||
UnrealEngine,530147 | ||
VK,93338601 | ||
LoungeBoard,41212 | ||
ModernBusinessSolutions,58843488 | ||
uTorrent,395044 | ||
MangaTraders,855236 | ||
Taobao,21149008 | ||
ArmyForceOnline,1531235 | ||
Neopets,26892897 | ||
AcneOrg,432943 | ||
MyVidster,19863 | ||
Hemmakvall,47297 | ||
gPotato,2136520 | ||
iPmart,2460787 | ||
BlueSnapRegpack,104977 | ||
PHPFreaks,173891 | ||
WildStar,738556 | ||
MySpace,359409507 | ||
LinuxMint,145349 | ||
Warframe,819478 | ||
Patreon,2330380 | ||
EpicGames,251661 | ||
Stratfor,862329 | ||
Hemmelig,26071 | ||
FlashFlashRevolution,1771845 | ||
BigMoneyJobs,36789 |