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Forex and stock trading automation what do you think?

Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
submitted by emadboctor to algotrading [link] [comments]

Forex and stock trading automation what do you think?

Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
submitted by emadboctor to Python [link] [comments]

Forex and stock trading automation what do you think?

Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
submitted by emadboctor to deeplearning [link] [comments]

Forex and stock trading automation what do you think?

Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
submitted by emadboctor to MLQuestions [link] [comments]

Forex and stock trading automation what do you think?

Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
submitted by emadboctor to dataanalysis [link] [comments]

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  710. minecraftseeds
  711. xboxone
  712. FuckMyShitUp
  713. PUBGXboxOne
  714. fourpanelcringe
  715. Dogfree
  716. CanadianHardwareSwap
  717. hardwareswap
  718. MinecraftCommands
  719. prusa3d
  720. Wealthsimple_Trade
  721. redbull
  722. IVBDA
  723. ac_newhorizons
  724. raresuicidebywords
  725. fourredditorsonecup
  726. unexpectedcannibalism
  727. airpods
  728. rimjob_steve
  729. flextapecantfixthat
  730. twentyonepilots
  731. DecreasinglyVerbose
  732. TheRealJoke
  733. UpvotedBecauseButt
  734. redditsings
  735. TwennyWunPilots
  736. iOSthemes
  737. subtleprequelmemes
  738. HarleyQuinn
  739. Niggawhat
  740. Shitty_Car_Mods
  741. subsithoughtifellfor
  742. Voltron
  743. epicmemes
  744. vancouver
  745. Warhammer40k
  746. PokemonXandY
  747. LooksLikeSlazo
  748. IamNumberFour
  749. swrpg
  750. MafiaCityMemes
  751. swtor
  752. RoyaleRecruit
  753. Vaping
  754. pan_media
  755. DestinyLore
  756. FortniteSucks
  757. fightporn
  758. themob
  759. u_GrizzyIy
  760. XXXTENTACION
  761. 4chan
  762. MusicForTeens
  763. tazman595
  764. karma
  765. school
  766. Cancersupportgroup
  767. cancer
  768. SeriousConversation
  769. PeopleAreFckinStupid
  770. JackSucksAtLife
  771. Why
  772. oddlyspecific
  773. oculus
  774. bookclapreviewclap
  775. FixMyPrint
  776. arduino
  777. EtikaRedditNetwork
  778. SmallWitDatHotFiya
  779. 465
  780. idklolihidsomething
  781. hmssss
  782. UsefulMemes
  783. calebfinn
  784. Animal
  785. randomactsofkindness
  786. shy
  787. TomHolland
  788. bulletjournal
  789. shittyfacebookmemes
  790. EmpireDidNothingWrong
  791. OculusQuest
  792. coincidence
  793. chairsunderwater
  794. DecaturHighschoolGA
  795. XXY
  796. Dyslexia
  797. uwutranslator
  798. ContestOfChampions
  799. UsernameChecksOut
  800. unexpectedtrivago
  801. wrongnumber
  802. venmo
  803. IllegalLifeProTips
  804. HitBoxPorn
  805. Shrek
  806. weirdnews
  807. specialed
  808. EndgameSpoilers
  809. specialeducation
  810. antivax
  811. AntiVaxxers
  812. u_purpleyellowpaint
  813. bi_irl
  814. sugarfreemua
  815. lanadelrey
  816. volleyball
  817. muacjdiscussion
  818. ThisButUnironically
  819. ShitLiberalsSay
  820. brokeabone
  821. discord_irl
  822. excitingdystopia
  823. BenBashiroLore
  824. VaushV
  825. ABoringDystopia
  826. FristOfAllHowDareYou
  827. hamsters
  828. SubredditSimMeta
  829. TropicalWeather
  830. Landlord
  831. AntifascistsofReddit
  832. hamstercare
  833. vexillologycirclejerk
  834. therewasnoattempt
  835. ennnnnnnnnnnnbbbbbby
  836. RealSolarSystem
  837. u_CondomCrusader69
  838. band
  839. FlexSealFanClub
  840. Armor
  841. MemeFormats
  842. Puberty
  843. conceptart
  844. CondomKingdom
  845. u_Some16yoLosr
  846. FireEmblemHeroes
  847. FondantLove
  848. LaCrescentMN
  849. u_PugMage101
  850. darkvideos
  851. u_Sadness92
  852. PERSoNA
  853. JacksFilms
  854. jschlatt
  855. castlevania
  856. stfuretard
  857. CloneWarsMemes
  858. DeepFried
  859. legostarwars
  860. u_DVproductions64
  861. KamikazeByWords
  862. ImGoingToHellForThis
  863. linuxmemes
  864. codes
  865. crypto
  866. cpp_questions
  867. Laptop
  868. debian
  869. Kalilinux
  870. PHP
  871. TOR
  872. Doomers
  873. learnpython
  874. RecRoom
  875. orbusvr
  876. VirtualDesktop
  877. bigscreen
  878. ProTubeVR
  879. VRchat
  880. OculusQuestModding
  881. Borderlands2
  882. DeathToBuzzfeed
  883. deadbabyjokes
  884. u_MCT1233
  885. kpop
  886. crystalclear
  887. GIDLE
  888. pokemongoyellow
  889. bidle
  890. unpopularkpopopinions
  891. HermitCraft
  892. ItHadToBeBrazil
  893. grian
  894. MumboJumboYouTube
  895. recycling
  896. usernamefamily
  897. BirdsArentReal
  898. u_Gay_Papa
  899. BSA
  900. u_ConsumeSyrup
  901. ModdedMinecraft
  902. ROBLOXmemes
  903. gangbeasts
  904. Discussion
  905. CrossCountry
  906. fuck
  907. FML
  908. TonightsBigLosers
  909. skeppy
  910. mcservers
  911. pussypassdenied
  912. backgrounds
  913. IsThereASubredditFor
  914. BulletHellMonday
  915. u_whyMYpeepeeGREEN
  916. marchingband
  917. TuberSimulator
  918. FosterTheCirclejerk
  919. GiftofGames
  920. deadmeatjames
  921. AshVsEvilDead
  922. GachaLifeCringe
  923. IntotheDarkHulu
  924. ChernobylMemes
  925. asl
  926. Hong_Kong
  927. vexillology
  928. imaginarymaps
  929. mountaindew
  930. SurrealApprovals
  931. Blessed_Images
  932. Metallica
  933. ainbow
  934. u_Mr-Damaged
  935. SmallYTChannel
  936. skype
  937. FamilyIssues
  938. FellowTeens
  939. MinecraftParodyMemes
  940. BloodyLegends
  941. DankMemes_Circlejerk
  942. cursedminecraftimages
  943. TeenagersUnrelatable
  944. reddeadfashion
  945. reddeadmemes
  946. itswooshwith2os
  947. phones
  948. Fishers
  949. Quizlet_Live_Raids
  950. CutePuppyPics
  951. u_Wakeless_place
  952. SeenElsewhere
  953. GreyStillPlays
  954. LazarBeam
  955. FUCKYOUINPARTICULAR
  956. stein_world
  957. perfectphotos
  958. PhoenixSC
  959. Crayfish
  960. MinecraftVsFortnite
  961. CallOfDutyWorldWarTwo
  962. hypixel
  963. videomemes
  964. KeanuReeves
  965. ubisoft
  966. jacksepticeye
  967. Filmora
  968. montreal
  969. ComradeSShow
  970. InsiderMemeTrading
  971. unnamedfanbase
  972. LoomianLegacyTrading
  973. AnimalCrossingNewLeaf
  974. AdoptMyVillager
  975. papermario
  976. Memeconomy
  977. TooCuteForPorn
  978. ben
  979. GTAV
  980. smplive
  981. galaxybuds
  982. AMCsAList
  983. TwitchClips
  984. Spellbreak
  985. QueerEye
  986. jesuschristouija
  987. u_randomflyingcars
  988. onebag
  989. networking
  990. Dappermemes
  991. CrazyIdeas
  992. hardware
  993. beagle
  994. BoomerTears
  995. keto
  996. european_dankmemes
  997. QuantumSubreddits
  998. TeenMomOGandTeenMom2
  999. WeightLossAdvice
  1000. RLFashionAdvice
  1001. MetalMemes
  1002. systemofadown
  1003. guitarcirclejerk
  1004. drums
  1005. Megadeth
  1006. weightlifting
  1007. gmod
  1008. avengedsevenfold
  1009. airsoftcirclejerk
  1010. paintball
  1011. arma
  1012. joinsquad
  1013. AOC
  1014. fakeobituary
  1015. fuckmanny
  1016. JustBeWhite
  1017. GODUS
  1018. fuckalinity
  1019. adventurerscodex
  1020. slavbot
  1021. Meme_Battles
  1022. u_Trollium2166
  1023. gtavcustoms
  1024. 350z
  1025. Hawaii
  1026. Scootering
  1027. skate3
  1028. bmx
  1029. arizona
  1030. Sunsets
  1031. projectcar
  1032. Mustang
  1033. snowboarding
  1034. Boxing
  1035. u_slyone05
  1036. gank
  1037. ForHonorWuLin
  1038. bruhfunny
  1039. ForHonorRants
  1040. ProjectJojo
  1041. ProGreenStarPlatinum
  1042. fanStands
  1043. nothingeverhappens
  1044. imveryedgy
  1045. stupidquestions
  1046. forhonorknights
  1047. UnexpectedForHonor
  1048. ShootingFishInABarrel
  1049. RubberSoulMains
  1050. JojoHFTF
  1051. UnexpectedJoJo
  1052. undetectedsabaton
  1053. Battlefield
  1054. MillenniumDawn
  1055. fightsticks
  1056. okuyasu_irl
  1057. Stepmania
  1058. WOOOOOOSHED
  1059. shigechi_appreciation
  1060. completelyrealtexts
  1061. SteamScams
  1062. Powerwolf
  1063. u_KindStrangerOnReddit
  1064. PvZHeroes
  1065. Fish
  1066. JuiceWRLD
  1067. Gatorade
  1068. SelfHate
  1069. UgandaKnuckles
  1070. depressed
  1071. walouija
  1072. WeirdQuites
  1073. askdoctors
  1074. u_White0000
  1075. TrollXChromosomes
  1076. NarutoBlazing
  1077. u_Datnotguy17
  1078. howtokeepanidiotbusy
  1079. AyyMD
  1080. Jreg
  1081. wheresMwaldo
  1082. Political_Tumor
  1083. Purdue
  1084. GamingDetails
  1085. Handwriting
  1086. CrossView
  1087. SharedBPM
  1088. test
  1089. Stonetossingjuice
  1090. PictureGame
  1091. explainabookplotbadly
  1092. DuwangGang
  1093. Meemagers
  1094. CallMeCarson
  1095. ToolJerk
  1096. cursedmemes
  1097. virtualbeggar
  1098. left4dead
  1099. bigbangedmemes
  1100. whatintarnation
  1101. comicbookcollecting
  1102. Trophies
  1103. u_lilsusnibba
  1104. subredditwithnorules
  1105. homestuck
  1106. lux
  1107. TeamfightTactics
  1108. Wukongmains
  1109. LeagueofFailures
  1110. LeagueOfMemes
  1111. ezrealmains
  1112. akalimains
  1113. yuumimains
  1114. YIMO
  1115. botlanetinder
  1116. supportlol
  1117. MordekaiserMains
  1118. YasuoMains
  1119. neekomains
  1120. ApheliousMains
  1121. LEMMiNO
  1122. space
  1123. wwiipics
  1124. u_alt_1236
  1125. FiftyFiftyDev
  1126. MercyClub
  1127. Normies
  1128. wooooshwith4os
  1129. DungeonsAndDragons
  1130. spongebob
  1131. FromTheDepths
  1132. SpaceflightSimulator
  1133. BeardedDragons
  1134. Spore
  1135. TeenAstronomy
  1136. HistoryPorn
  1137. u_OneStrikeyBoi
  1138. tylerthecreator
  1139. PictureRap
  1140. CryptoftheNecrodancer
  1141. Teens4Teens
  1142. freenagers
  1143. RamenRegime
  1144. SemenTeam
  1145. Pitland
  1146. insaneparents
  1147. 90DayFiance
  1148. Chinesetourists
  1149. interracialdating
  1150. PutAnEggOnIt
  1151. drawings
  1152. u_kayasphotographs
  1153. mildlycreepy
  1154. likeothergirls
  1155. kahootgames
  1156. PoliticalCompassMemes
  1157. mood
  1158. cfbsober
  1159. TIGoogled
  1160. fsusports
  1161. rolltide
  1162. NewYorkMets
  1163. HuntsvilleAlabama
  1164. nfl
  1165. minnesotavikings
  1166. KarmaCourt
  1167. CFBOffTopic
  1168. Teenageers
  1169. 3BeansAndABeerCap
  1170. popheadscirclejerk
  1171. PuppySmiles
  1172. Komi_san
  1173. freebies
  1174. zerowondering
  1175. 177013
  1176. untrustworthypoptarts
  1177. subredditcancer
  1178. SubwayHentai
  1179. TsundereSharks
  1180. bee_irl
  1181. banned
  1182. LGBTOpenModmail
  1183. u_Rulx8
  1184. The_Dedede
  1185. NintendoWaifus
  1186. pchelp
  1187. SweetHomeAlabama
  1188. SmallYoutubers
  1189. Advertise
  1190. Suddenlybabyimyours
  1191. Lolitary
  1192. PornoMemes
  1193. clevercomebacks
  1194. SpaceMemes
  1195. TankPorn
  1196. AbandonedPorn
  1197. Hbonds
  1198. Jewdank
  1199. LiveLikeLarry
  1200. birdswitharms
  1201. SchoolSystemBroke
  1202. popping
  1203. okboomerretard
  1204. plants
  1205. PhonesAreBad
  1206. SavageGarden
  1207. airplaneears
  1208. shutthefuckup
  1209. mermaids
  1210. OriginalCharacters
  1211. tuckedinkitties
  1212. RoastMyCat
  1213. curledfeetsies
  1214. Hellenism
  1215. yandere_simulator
  1216. catsareliquid
  1217. trichotillomania
  1218. lazarbeamsubmissions
  1219. dark_humor
  1220. fucksauerkraut
  1221. TheBeatles
  1222. produce
  1223. French
  1224. LilPeep
  1225. GitCommitDie
  1226. u_Brisingr_105
  1227. MarioMaker
  1228. gamingsuggestions
  1229. animation
  1230. FortniteCreative
  1231. ShrineOfFishstick
  1232. FortNiteMobile
  1233. FortniteSwitch
  1234. mariokart
  1235. u_Rodolfo20
  1236. jordancambridge
  1237. emu
  1238. beermoney
  1239. badminton
  1240. vlone
  1241. TimHortons
  1242. Repsneakers
  1243. TakashiMurakami
  1244. stamps
  1245. yeezys
  1246. DesignerReps
  1247. Rabbits
  1248. DesignMyRoom
  1249. LegitCheck
  1250. Hypebeasts
  1251. Bape
  1252. bapeheads
  1253. kaws
  1254. painting
  1255. vintage
  1256. insects
  1257. fossilid
  1258. Crystals
  1259. u_HanzAAli
  1260. PixelPeople
  1261. lifeisnotjust
  1262. RedditTrollss
  1263. notsureifgoodadvice
  1264. speedrun
  1265. gtavmodding
  1266. JJBA
  1267. whoooosh
  1268. Conrandom
  1269. Birbs
  1270. u_trash5652
  1271. BattleJackets
  1272. guitarlessons
  1273. virginvschad
  1274. Ghostbc
  1275. oldinternet
  1276. Moomins
  1277. Shuffles_Deck
  1278. Vent
  1279. Sims4
  1280. ShittyAdverts
  1281. saudiarabia
  1282. stopsmoking
  1283. ProRevenge
  1284. yaris
  1285. carporn
  1286. u_ThePinkPanda205
  1287. MadeOfStyrofoam
  1288. 5sos
  1289. GAAB350
  1290. formuladank
  1291. xqcow
  1292. whatsthisworth
  1293. GenZ
  1294. danduscirclejerk
  1295. andyterracianofanclub
  1296. radicalcentrism
  1297. killthosewhodisagree
  1298. onlinemischief
  1299. aromantic
  1300. u_TheAceOfToasters
  1301. javahelp
  1302. TheArcana
  1303. AquaticAsFuck
  1304. JohnMulaney
  1305. Assistance
  1306. doodles
  1307. sadcats
  1308. April11Gang
  1309. tomodachilife
  1310. Chonkers
  1311. Multicopter
  1312. ElectricSkateboarding
  1313. subaru
  1314. radiocontrol
  1315. Battlecars
  1316. CafeRacers
  1317. Jeep
  1318. AwesomeCarMods
  1319. rccars
  1320. whatsthissnake
  1321. CalamariRaceTeam
  1322. HotWheels
  1323. outrun
  1324. FPVvideos
  1325. PraiseTheCameraMan
  1326. saladsmiles
  1327. MobileGaming
  1328. techhelp
  1329. Competitiveoverwatch
  1330. Boblin
  1331. PlayINGRust
  1332. WarframeRunway
  1333. u_haggartt
  1334. earthbound
  1335. VizzedGames
  1336. OldReposts
  1337. misheard
  1338. area51
  1339. sharktank
  1340. awesome
  1341. u_PragatiBuffett
  1342. mediawiki
  1343. robertdowneyjr
  1344. JoJoMemes
  1345. u_Gameman740
  1346. ExpandDong
  1347. KarmaSacrifice
  1348. Minecraftbuilds
  1349. Foodlottery
  1350. MisfitShitposts
  1351. JellesMarbleRuns
  1352. Marblelympics
  1353. u_Donghoon
  1354. DhruvTheKid
  1355. RushWars
  1356. RicoGang
  1357. The4KMegaBox
  1358. shittybrawlstars
  1359. SmashLand
  1360. Cosmic_Clash
  1361. barleygang
  1362. DrMarioWorld
  1363. Archero
  1364. golfblitz
  1365. TickGang
  1366. NewSkaters
  1367. TheLetterH
  1368. Crushes
  1369. KarmaRoulette
  1370. u_Manasveer
  1371. UnexpectedThanos
  1372. depression_memes
  1373. u_Banapple101
  1374. drphil
  1375. ShittyPhotoshop
  1376. ft86
  1377. iilluminaughtii
  1378. showerthoughs
  1379. TheBrotherhoodofBros
  1380. MyBloodyValentine
  1381. SamandTolki
  1382. radiohead
  1383. radioheadcirclejerk
  1384. rantgrumps
  1385. googletranslate
  1386. ConspiracyGrumps
  1387. shoegaze
  1388. MichaelJackson
  1389. ClubPenguin
  1390. Toontown
  1391. rumney_marsh_academy
  1392. saplings
  1393. Pomade
  1394. playboicarti
  1395. Adorable_Animals
  1396. OverwatchUniversity
  1397. u_IOPasGhoulTrooper
  1398. CitadelOfSkins
  1399. heathernotpleased
  1400. comingout
  1401. ShitFortNiteBRSays
  1402. fortniteparentsclub
  1403. Cello
  1404. Golfwang
  1405. EveryoneIsAMod
  1406. LightModePatrol
  1407. JadenSmith
  1408. SuddenlyHitler
  1409. FilthyFrank
  1410. VeronaNJ
  1411. evilbuildings
  1412. cursedvideos
  1413. danktintinmemes
  1414. AwardSpeechEdits
  1415. AgainstHateSubreddits
  1416. deepweb
  1417. TeenagersTalkPolitics
  1418. shortcels
  1419. CURRENCY
  1420. WarriorCats
  1421. thedawnpatrol
  1422. upvote
  1423. theydidthemonstermath
  1424. u_ii_karmakun_ii
  1425. HumanTippyTaps
  1426. SamePicOfSteveHarvey
  1427. onionhate
  1428. redbubble
  1429. Tennessee
  1430. singapore
  1431. NuclearRevenge
  1432. JUSTNOMIL
  1433. jesuschristreddit
  1434. FlashTV
  1435. LegendsOfTomorrow
  1436. westworld
  1437. boringdystopia
  1438. dankjewishmemes
  1439. crazystories
  1440. calculators
  1441. LatinoPeopleTwitter
  1442. Dachshund
  1443. AdrenalinePorn
  1444. Dance
  1445. u_Santolmo
  1446. hardwaregore
  1447. dankgentina
  1448. fake90skids
  1449. reactionpics
  1450. ImagesYouCanHear
  1451. tf2shitposterclub
  1452. Nightmares
  1453. themonkeysotherpaw
  1454. transpositive
  1455. FifaCareers
  1456. PremierLeague
  1457. spiders
  1458. downvotesreally
  1459. coldshowers
  1460. puppy101
  1461. chanceme
  1462. trackandfield
  1463. architecture
  1464. orlando
  1465. ACT
  1466. YeetingKids
  1467. ParentsAreFuckingDumb
  1468. peopleofwalmart
  1469. donaldtrump
  1470. aethism
  1471. Relatable_RC
  1472. NewVegasMemes
  1473. CursedMinecraft
  1474. Area51memes
  1475. admincraft
  1476. fnv
  1477. humblebundles
  1478. blackmagicdesign
  1479. Crouton
  1480. promotereddit
  1481. itplaysit
  1482. youtubecomments
  1483. Ebay
  1484. gamecollecting
  1485. smashmemes
  1486. Mordhau
  1487. namenerds
  1488. greatpyrenees
  1489. sexyoffbrands
  1490. bottlephilia
  1491. u_limeylucio
  1492. sodapoppin
  1493. feminazi
  1494. yiffinhell
  1495. gravityfallsmemes
  1496. rmeme
  1497. u_I_am_Inevitable_Boi
  1498. awardbrag
  1499. redstone
  1500. Lightmodevsdark
  1501. PunPatrol
  1502. CrazyHand
  1503. e46
  1504. EngineBuilding
  1505. E46M3
  1506. Cartalk
  1507. KarmaConspiracy
  1508. MobileWallpaper
  1509. firstworldanarchists
  1510. Tabs
  1511. apolloapp
  1512. futurama
  1513. puzzles
  1514. SundaraKarma
  1515. Dreamers
  1516. programminghelp
  1517. firebrigade
  1518. drumcorpscirclejerk
  1519. fonts
  1520. OverwatchLeague
  1521. ChurchofFroppy
  1522. webhosting
  1523. Wordpress
  1524. PlantsVSZombies
  1525. StreetOutlaws
  1526. lgv30
  1527. Parents
  1528. MarioMaker2
  1529. TheWeeknd
  1530. u_Mind_The_PePe
  1531. DDLCMods
  1532. parrots
  1533. donthelpjustfilm
  1534. AccidentalRacism
  1535. u_Jimcuchim
  1536. Teachers
  1537. Amberlynn
  1538. TaylorSwift
  1539. UnlockedRedditAds
  1540. GTBAE
  1541. TouchThaFishy
  1542. That70sRetard
  1543. Indiana
  1544. ARK
  1545. shitpostbound
  1546. Philippines
  1547. DoctorBright
  1548. goodboys
  1549. blop
  1550. ThatsWhatSheSaid
  1551. watch_dogs
  1552. unexpectedoffice
  1553. birthofasub
  1554. unexpectedskyrim
  1555. Peopleoftwitch
  1556. ModSupport
  1557. CoolPetNames
  1558. amazonreviews
  1559. TwoRedditorsOneCup
  1560. CameHereToSayThis
  1561. WOSH
  1562. smartwatch
  1563. Reddit69420
  1564. u_Its-Ya-Boi-Satan
  1565. Boomer
  1566. InstaPoliceHere
  1567. FanStorytime
  1568. stories
  1569. bullying
  1570. MachineLearning
  1571. redsox
  1572. PrettyGirls
  1573. ChickenRunsAtMidnight
  1574. LimeOfTheCentury
  1575. SnapLenses
  1576. IRLEasterEggs
  1577. garfield
  1578. OkBubbyRetard
  1579. Ascendedfaketexts
  1580. matt
  1581. Patriots
  1582. nonutnovember
  1583. u_u-u_u-u_u
  1584. HeadphoneAdvice
  1585. SequelMemes
  1586. u_2006pow
  1587. YeetlordYT
  1588. CarlTheHedgehog
  1589. tall
  1590. aftergifted
  1591. EUR_irl
  1592. teenmartialarts
  1593. FostTalicska
  1594. u_Hm_Moonlight
  1595. MildlyVandalised
  1596. PhantomForces
  1597. OfficialSlazo
  1598. AJR
  1599. pokemongotrades
  1600. FreePlatinum
  1601. SnowTheGame
  1602. ggggg
  1603. GayTeensGoneMild
  1604. ruralporn
  1605. CityPorn
  1606. Surface
  1607. flightsim
  1608. AndroidWear
  1609. u_GamerWick
  1610. Myles_is_lonely
  1611. u_lesqie
  1612. UnexpectedHamilton
  1613. ComedySeasoning
  1614. AmateurPhotography
  1615. oldpeoplefacebook
  1616. Ticos
  1617. LemonySnicket
  1618. accidentalswastica
  1619. VACCINES
  1620. nealstephenson
  1621. sexualhealth
  1622. Forgotten_Realms
  1623. makeaband
  1624. AskLosAngeles
  1625. musicians
  1626. Guiltygear
  1627. MyHeroAcademiaRPG
  1628. AdventurersLeague
  1629. sallyface
  1630. TikTokCringe
  1631. darkmemes
  1632. EntitledBitch
  1633. Trufemcels
  1634. sad
  1635. PanPorn
  1636. BeautyBoxes
  1637. Ipsy
  1638. u_cottonorwool
  1639. pcmusic
  1640. intermittentfasting
  1641. angry
  1642. socialanxiety
  1643. u_Jumpspider74
  1644. cowboys
  1645. Mavericks
  1646. dolphinconspiracy
  1647. rule34
  1648. ImaginaryHorrors
  1649. DarkDeception
  1650. fuckea
  1651. u_pupperoni-421
  1652. coloringcorruptions
  1653. fbla
  1654. Amd
  1655. ChivalryGame
  1656. DrDisrespectLive
  1657. intel
  1658. esports
  1659. G502MasterRace
  1660. drumcorps
  1661. HeartHorny
  1662. u_crusty_bread_crust
  1663. holesome
  1664. oddlypacific
  1665. maths
  1666. demons
  1667. Physics
  1668. MusicianTeens
  1669. teenagerswithoutrules
  1670. DontPutItInYourAss
  1671. vro
  1672. traadustCrusaders
  1673. yugioh
  1674. BleachBraveSouls
  1675. okayfacebookmemes
  1676. realdonald_forreal
  1677. berserklejerk
  1678. Berserk
  1679. mangarockapp
  1680. MotorcyclePorn
  1681. ExNoContact
  1682. forza
  1683. Thunder
  1684. nbacirclejerk
  1685. ShitMomGroupsSay
  1686. strangehabits
  1687. madladcrusaders
  1688. u_ThatBoi1994
  1689. RedDeadOnline
  1690. u_WitnessMe015
  1691. communism
  1692. AgeplayPenPals
  1693. Poem_for_your_sprog
  1694. Polytopia
  1695. KingdomsandCastles
  1696. u_tarka_d0_sera
  1697. catfaceplant
  1698. AskQuija
  1699. educationalgifs
  1700. Rubiks_Cubes
  1701. u_WCon69
  1702. PoliticalMemes
  1703. Corridor
  1704. postprocessing
  1705. askspain
  1706. Svenska
  1707. buffy
  1708. newjersey
  1709. succulents
  1710. learnspanish
  1711. kimbra
  1712. blackmirror
  1713. john
  1714. asklaw
  1715. CardiB
  1716. ForeverAloneDating
  1717. BruceCampbell
  1718. deadrising
  1719. police
  1720. thebeachboys
  1721. LeavingNeverlandLies
  1722. LeavingNeverlandHBO
  1723. LeavingNeverland
  1724. ForeverAlone
  1725. DownRightAwesome
  1726. ThanosMC
  1727. BigBirdCult
  1728. Fantaisgood
  1729. letsbone
  1730. SuddenlyAnimalAbuse
  1731. G59
  1732. Bexey
  1733. Tupac
  1734. bangladesh
  1735. bodybuilding
  1736. GymMemes
  1737. CowbellyTV
  1738. u_canineswine
  1739. TeenStyle
  1740. short
  1741. BossfightUniverse
  1742. WallpaperRequests
  1743. ibxtoycat
  1744. toycat
  1745. RareEmojis
  1746. expectedSpaceBalls
  1747. shittymcsuggestions
  1748. PokemonGOMemes
  1749. grandayy
  1750. grandpajoehate
  1751. deadmeatmemes
  1752. FanTheories
  1753. CrusadeMemes
  1754. redneckelonmusk
  1755. canconfirmimanaussie
  1756. unexpectedtfs
  1757. SubsIWishWereReal
  1758. iFunny
  1759. wallpapers
  1760. rasdash
  1761. opensource
  1762. raspberry_pi
  1763. grandrapids
  1764. thegrandtour
  1765. DeepFriedLinuxMemes
  1766. Michigan
  1767. Spongebuntu
  1768. Health
  1769. stylish
  1770. supercars
  1771. Autos
  1772. StuffOnCats
  1773. 2healthbars
  1774. mazda
  1775. amishadowbanned
  1776. toronto
  1777. canada
  1778. freevbucks
  1779. AntiAntiAntiAntiJokes
  1780. antiantiantijokes
  1781. Birthdaytwins
  1782. mildyinteresting
  1783. yesyesyesyesyesnoyes
  1784. tifurb
  1785. RoastMyHistory
  1786. badpuns
  1787. Rainforest
  1788. u_EnderCreep72
  1789. TheOutsiders
  1790. JohnWick
  1791. starbase
  1792. GTA
  1793. bully
  1794. MMA
  1795. karate
  1796. india
  1797. StreetFights
  1798. NoglaOfficial
  1799. burgers
  1800. PeterExplainsTheJoke
  1801. amateur_boxing
  1802. Jasiah
  1803. travisscott
  1804. FortnitePhotography
  1805. LilNasX
  1806. FortniteLeaks
  1807. CallMeKevin
  1808. Idubbbz
  1809. memesofthedank
  1810. u_nibbapusspuss69
  1811. FloridaMemes
  1812. Avengers
  1813. cursedjojo
  1814. Csgohacks
  1815. u_insane_playzYT
  1816. SimplyFortnite
  1817. TeachersRFuckingDum
  1818. django
  1819. amipregnant
  1820. IncelTeens
  1821. fuck_r_teenagers
  1822. wherestheredcircle
  1823. MURICA
  1824. SrGrafo
  1825. dev_ed
  1826. TheFutureIsWomen
  1827. TheFutureIsWoman
  1828. TheFutureIsMale
  1829. wewantpornofthis
  1830. BothSidesPolitics
  1831. iamverybedass
  1832. uneducatedopinions
  1833. webdev
  1834. perfectlycutspurts
  1835. u_msterchief82
  1836. hemitite
  1837. ArakiForgot
  1838. SubtoPewDiePieMC
  1839. BirdsForScale
  1840. aLOTofKARMAindays
  1841. honeygetmygun
  1842. thirdsub
  1843. cursed_posts
  1844. MyHeroAcademia
  1845. Meme_colesium
  1846. timetravel
  1847. WordAvalanches
  1848. gravityfalls
  1849. u_Niggword69
  1850. ConfusedBoners
  1851. DonutOperator
  1852. u_DoxxingAngels
  1853. Jazz
  1854. percussion
  1855. WeirdSheep
  1856. BisexualTeens
  1857. Adulting
  1858. MensLib
  1859. NewDM
  1860. Paladins
  1861. CountOnceADay
  1862. TheOnionUnlimited
  1863. ComedyFlogging
  1864. FuckNestle
  1865. 8BitGang
  1866. FrankGang
  1867. ColtGang
  1868. yescompanionimbecil
  1869. ChurchOfMineta
  1870. YouFellForItFool
  1871. Super_Cube_Cavern
  1872. dynamikegang
  1873. ZoeIsYourHomie
  1874. u_PlusTrash7
  1875. ZaryaMains
  1876. SleepingSoulmates
  1877. JunkRatMains
  1878. Awww
  1879. RoadhogMains
  1880. fo76
  1881. MK11PremiumStore
  1882. MKMemes
  1883. KombatFashion
  1884. aliens
  1885. sixthworldproblems
  1886. Switch
  1887. thebindingofisaac
  1888. BattlefieldCosmetics
  1889. ww2
  1890. LaCasaDePapel
  1891. PSNFriends
  1892. edgydarkdankmemes
  1893. AssassinsCreedOdyssey
  1894. u_Francischelo
  1895. ww2memes
  1896. DrunkDrunkenPorn
  1897. submechanophobia
  1898. athiesm
  1899. awakened
  1900. Pics_of_your_uncle
  1901. nikerunclub
  1902. firstimpression
  1903. Kikpals
  1904. Ultraboost
  1905. Toyota
  1906. UrbanHell
  1907. avfc
  1908. 6thForm
  1909. BassGuitar
  1910. greenday
  1911. chemistry
  1912. TokyoGhoul
  1913. u_Hate_-_millenials
  1914. ChippyGaming
  1915. USNSCC
  1916. unsettling
  1917. navy
  1918. mkxmobile
  1919. notcrappydesign
  1920. u_rd741904
  1921. neverendinggifs
  1922. beta
  1923. StrangerThingsMemes
  1924. u_Mr_Wolf7
  1925. ThatsInsane
  1926. u_Ens-Causa-Sui
  1927. u_SnakesAndTanksOhMy
  1928. aquaponics
  1929. glossier
  1930. ImagineDragonsTeens
  1931. heyrolemodel
  1932. omarapollo
  1933. LANY
  1934. WhereInTheDisneyWorld
  1935. funnystories
  1936. SmallDeliMeats
  1937. codyko
  1938. watercooling
  1939. nspire
  1940. GBA4iOS
  1941. xayahmains
  1942. ElectricalEngineering
  1943. walkingwarrobots
  1944. FL_Studio
  1945. graphic_design
submitted by CaesarNaples2 to copypastapublishin [link] [comments]

Some news you may have missed out on part 61.

-Karachi is Planning to Restart Tram Services
Sindh Government is planning to restore the glory of old Karachi area and is planning to rebuild tram services. For the construction and operations of tram service, the provincial government is looking to acquire services of Austrian experts. The Sindh Chief Minister, Murad Ali Shah, met with the Pakistani ambassador posted in Vienna, Mansoor Ahmed Khan, at CM House Karachi. In the meeting, both discussed ways to improve relations with the Austrian government in the field of technical education, renewable hydropower and city planning for Karachi.
-Pakistan’s logistics market reaches $34.2bln
Pakistan’s logistics market has reached $34.2 billion with annual growth of 18 percent, a minister said on Saturday, while unveiling a plan for state-owned postal operator to enter into ecommerce business. Minister for Postal Services Murad Saeed said future initiatives of Pakistan Post would be compatible with the contemporary needs of existing times.
“This would include an entry into the ecommerce business,” Saeed said at a meeting. The minister announced a pilot project for microfinance loan disbursement of Khushhali Bank through Pakistan Post. The project will be piloted by the first week of January and will formally be inaugurated by the mid of January.
-Pakistan Army inducts indigenous built Multiple Launch Rocket system in Artillery Corps
As per the media report, Pakistan Army has inducted A-100 rocket in Multiple Launch Rocket System (MLRS) of its Corps of Artillery. Media wing of the armed forces, the Inter Services Public Relations (ISPR) said A-100 rocket had been indigenously developed by Pakistani scientists and engineers. “With over 100 kilometers range the Rocket is a highly effective and potent for interdiction that can effectively disrupt enemy’s mobilization and assembly,” said the ISPR.
-$15 billion investment package likely from UAE including mega oil refinery in Pakistan
Pakistan is likely to get $ 10 -15 billion investment package from UAE , likely to be announced during the visit of Crown Prince, sources said. Abu Dhabi Crown Prince Sheikh Mohammed bin Zayed bin Sultan Al-Nahyan is expected to announce the facility for Pakistan during his visit to the country starting January 6. The sources added that Pakistan, in collaboration with the UAE , is also starting construction of Parco Coastal Refinery in Balochistan worth over $5 billion.
-Abu Dhabi crown prince to arrive in Pakistan on January 6
Crown Prince of Abu Dhabi Sheikh Muhammad bin Zayed Al Nahyan is scheduled to arrive in Islamabad on January 6, Express News reported.
Sheikh Mohammad, who is also Deputy Supreme Commander of the UAE Armed Forces, had accepted an invitation to visit the country extended by Prime Minister Imran Khan in a telephonic conversation last year. Sources the crown prince will be accompanied by a high-level delegation. He is expected to announce investments in Pakistan.
-Currency dealers offer to bring $1b a month
Currency dealers have brought $13 billion in Pakistan in the past eight years, including $1 billion since August 2018, to stabilise the country’s foreign currency reserves, the dealers claim. “Dealers contribute $200-300 million a month to the country’s reserves through commercial banks,” said Pakistan Forex Association President Malik Bostan while briefing Finance Minister Asad Umar.
“They (dealers) have the potential to bring up to $1 billion a month,” he told The Express Tribune after meeting the finance minister and Federal Investigation Agency (FIA) Director General Bashir Memon in Islamabad recently. A delegation of currency dealers, headed by Bostan, asked the minister that the government should offer Rs2 per dollar in rebate to attract higher remittances from overseas Pakistanis. The incentive would help currency dealers to realise their true potential and contribute maximum dollars to the country’s foreign currency reserves, it said.
-Imran, Erdoğan discuss bilateral relations, regional issues in Turkey
Prime Minister Imran Khan on Friday held a one-to-one meeting with President Recep Tayyip Erdoğan in Ankara during his two-day official visit to Turkey. Both the leaders discussed various issues including bilateral relations, national and international issues of mutual interests. A high-level delegation including Foreign Minister Makhdoom Shah Mahmood Qureshi, Finance Minister Asad Umar, Planning Minister Makhdoom Khusro Bakhtiar, Adviser on Trade Abdul Razak Dawood and Special Assistant to PM Zulfikar Bukhari is accompanying the PM during his first tour to Turkey.
-TLP chief Khadim Rizvi remanded to police custody for another 20 days
An anti-Terrorism Court (ATC) in Punjab capital city has granted a 20-day physical remand of Tehreek-e-Labbaik Pakistan (TLP) chief Khadim Hussain Rizvi and others. Civil Lines police officials, after producing Rizvi in court amid tight security, sought a 30-day remand of the firebrand cleric, Pir Afzal Qadri, Pir Ijaz Ashrafi, and Hafiz Farooqul Hassan.
-Pakistan prepares Terror Financing Risk Assessment Report for FATF crucial session
Pakistan has prepared Terror Financing Risk Assessment Report in line with the FATF conditions that would be scrutinized in face to face upcoming meeting of the FATF scheduled to be held next week at Sydney. “We will dispatch Terror Financing Risk Assessment Report to FATF on Friday (today) that basically identifies both domestic and foreign sources of funding being utilized for execution of terrorists’ activities,” confirmed by one top official.
-This city in Pakistan is going to use cow poo to power its buses
In a bid to freshen its air and cut planet-warming emissions, the Pakistani port city of Karachi will introduce cleaner-running buses powered by a decidedly "unclean" fuel: cow poo. With funding from the international Green Climate Fund, Karachi will launch a zero-emission Green Bus Rapid Transit (BRT) network, with 200 buses fuelled by bio-methane. Locals said the new bus system - due to start operating in 2020 - would help reduce air pollution and street noise, but doubted whether it would have enough buses to resurrect the city's ailing transport system.
"(Karachi's) public transport system has totally collapsed and most people have to use online taxi-hailing services (and) auto rickshaws," said commuter Afzal Ahmed, 45, who works as a medical sales representative. After management problems forced the Karachi Transport Corporation to fold some two decades ago, Chinese-imported buses running on compressed natural gas fell into disrepair and were taken off the road, worsening public transport woes, he noted.
-KP announces development package for Buddhist sites in Mardan
Khyber-Pakhtunkhwa government has announced a development package for preserving and promoting the Buddhist relics at Takht Bahi, Jamal Garhi and Shehbaz Garhi.
Senior Minister for Culture, Tourism and Youth Affairs Atif Khan said this during his visit to Buddhist sites in Mardan on Thursday. “The K-P government will develop Buddhist sites at Takht Bahi, Jamal Garhi and Shehbaz Garhi as international tourism destinations,” he said announcing plans to construct chairlift to facilitate the tourists"
-PM Imran Khan approves Rs 50 billion package for Karachi
Sindh Governor Imran Ismail has said that Prime Minister Imran Khan has given approval of funds of 50 billion rupees for Karachi that would be utilized to resolve the long standing issues of the metropolis. He was talking to media in Karachi today (Friday) after attending the International Property Expo. The Governor said we intend to start work to improve the condition of roads in the city and to lift the garbage that has marred the beauty of the city for a long time now.
He said work would also start soon to lift the debris of encroachments that have been razed to the ground.Talking about the transport projects, the Governor said that the Green Line Bus Service will be fully functional within 4 to 6 months. He said that work on the project by the Federal Government has been completed. He said Sindh Government is carrying out its work while provision of buses for the project by Sindh Government is also awaited.
-KP government launched mega project in 25 Tehsils of tribal districts
Khyber Pakhtunkhwa government launched a mega project of establishing new playgrounds and upgrading the existing ones in twenty-five different tribal tehsils. Secretary Sports Shahid Zaman said that administration is working on war footing on this project as directed by Prime Minister Imran Khan. He said besides constructing playing fields in tribal areas, it has also been decided to hold a grand tribal districts games event wherein 8 to 10 mostly popular games would be organized and players would be given kits and other facilities.
-Turkey hints at buying Military Aircrafts from Pakistan
Turkish President Tayyip Erdogan has hinted at buying Military trainer aircrafts from Pakistan.
-Pakistan becomes 5th largest Motorcycle producing country of the World
With 2.5 million units produced annually in Pakistan, country has become the fifth largest motorcycle producing country of the World.
-Huge weapons cache recovered by Security Forces in KP
Aurakzai Scouts on Friday during a raid at compound in Baghnak area of upper Tehsil of district Aurakzai seized a huge cache of arms and ammunition dumped underground, security sources said. The raid was conducted on tip off that huge quantity of arms and weapons have been dumped at foot-hills. The weapons included 14 hand grenades with 11 fuses, four mortar-shell, explosives and 478 cartridges of machine guns. The seized weapon was dumped for use in some subversive activities, the sources added.
-After British Air, Yet another leading Airline of the World wants to start flight operations from Pakistan: Report
German Ambassador has hinted that German Flag carrier and one of the leading Airline of the World Lufhtansa Air wants to start operations from Pakistan.
-$46 billion export target: Comprehensive strategic policy urged to boost exports
President Rawalpindi Chamber of Commerce and Industry (RCCI) Malik Shahid Saleem Friday called for formulating a comprehensive strategic policy to boost exports. He said business community was looking towards government’s concrete steps to ensure key macro indicators of the economy.
"We want more information and input on the Strategic Trade Policy Framework (STPF) 2018-23 with an aim to double the country’s exports to $46 billion in next five years," he added. In a statement, President RCCI said the government should evolve a comprehensive strategy in consultation with the private sector to increase exports .
-Gilgit Baltistan Tourism and Gems sector: PTI government takes important decisions
Minister for Kashmir Affairs and Gilgit Baltistan Ali Amin Gandapur says GB has world's best tourism attractions with beautiful waterfalls, lakes, meadows, deserts, and skiing resorts. In an exclusive interview with Radio Pakistan's Correspondent Ijaz Hussain, he said government is committed to develop the untapped tourism potential of Gilgit-Baltistan. The Minister said an MoU will soon be signed with leading international companies to develop eight lakes in the first phase
-ExxonMobil making $250 million investment in Pakistan: Razak Dawood
Adviser to Prime Minister on Commerce, Textile, Industry & Production and Investment Abdul Razak Dawood said Exxon Mobil was making an investment of $250 million in Pakistan. He said the company had re-entered Pakistan after a gap of almost three decades and setup its office in the country. Pakistan is requesting China to switch its investment focus from power & infrastructure to industrialization, agriculture and education in regard to the China-Pakistan Economic Corridor (CPEC).
-Weekly inflation decreases by 0.31pc
The inflation based on Sensitive Price Index (SPI) during the week ended on January 3, for the combined income group registered a decrease of 0.31pc as compared to the previous week.
The SPI for the week under review in the above-mentioned group was recorded at 237.85 points against 238.58 points registered in the previous week, according to the data released by the Pakistan Bureau of Statistics (PBS) on Friday.
-Chinese group to set up $70 million ceramics unit in Faisalabad
A prominent Chinese industrial group has decided to establish a ceramics unit in Pakistan with an investment of $70 million – a decision that is likely to lessen country’s reliance on imported tiles.
“The ceramics unit is expected to become operational by March 2020,” according to a senior official of the Faisalabad Industrial Estate Development and Management Company (FIEDMC). FIEDMC, located in the heart of Pakistan’s industrial hub, is rapidly transforming into an attractive destination for well-known foreign companies, which are planning to set up their units following lack of progress on the Special Economic Zones (SEZs), which are planned to be constructed under the China-Pakistan Economic Corridor (CPEC). “The Chinese industrial group already enjoys its presence in 50 countries,” said FIEDMC Chief Executive Officer Aamir Saleemi. “The group plans to import machinery from China and aims to complete work by March 2020.”
-Prime Minister Imran Khan invites Turkish investors to join CPEC
Prime Minister Imran Khan, who is on his first official two-day visit to Turkey, on Thursday said that it's time for Islamabad and Ankara to take their bilateral trade to a higher level, citing Pakistan’s ideal geo-strategic location and its huge potential for investment in infrastructure and tourism.
Addressing a business forum of the Union of Chambers and Commodity Exchanges of Turkey (TOBB) in Ankara on Thursday night, he said his government will provide all possible assistance and support to the Turkish investors in Pakistan, Khan said that Pakistan is a virgin territory as a lot of trade areas have not been exploited yet, adding that huge reserves of oil, gas, copper, coal and other admirals are yet to be unexplored. He said tremendous trade and economic activities will start due to China-Pakistan Economic Corridor (CPEC). He said special economic zones are being established through this mega project.
submitted by FashBasher1 to pakistan [link] [comments]

GPU mining - Current day explanation breakdown as to why it's not profitable any longer for PowerPayers.

As some of you in the community know that I've been around for a little while now, GPU mining was my thing. I'm going to give you fellow miners a break down as to what my thoughts are and reasonings for not mining any longer.
For those of you whom haven't read my previous posts, I started out in 2012 with two 7950's. I mined and made some decent profits, not great due to messing up some trades but still came out ahead and had paid off all my geapower costs and a little extra.
I decided to expand and go big, I expanded to 12 cards and did pretty decent as well. broke even and then decided to expand even further to 53 cards, however for stability reasons I downsized to 46 280x's and removed any other models.
I unfortunately did not come close to breaking even on that last venture due to ASICS hitting the market at the same time I received my shipment of GPU's that was backordered for 4 months.
I've mined with the new system since April and have yet to come close to any ROI. I've been breaking even at best on power costs when averaging what i've mined to the costs of power I've spent.
Here's some reasons why I've failed and or what was going on at the times:
-asics hit the market at the same time and caused panic for GPU miners that were scrypt based.
As of today and for the past month I've found that it's really not worth the time and effort to mine. Between the time I've spent researching what new coins to mine, renting my rigs etc. all the time that goes into what is now this very competitive industry I've found it isnt worth it. For the people whom get free power GPU mining is still barely worth the time. With 46 cards I would be able to make around $20 a day if I had free power and honestly my time is worth a lot more to me than $20 a day, seeing as to make that $20 I have to really put the time in to ensure I'm making good trades/mining the best coins for the day.
Also the price of hardware is plummeting at accelerating rates. My rigs consisted of 280x's and the pricier models might I add, selling them used for the past two weeks I've noticed the majority of buyers are bottom feeders(People that are looking for a dirt cheap price on hardware and want to basically steal them off your hands). Less than 50% of the retail price is what they're asking for. And for myself, 50% of todays retail price is a slap in the face, seeing as my cards are less than 6 months old, have 2 year warranties and have been babied (not OC'd), when I removed them from the mining room, the majority of them didn't even have a spec of dust on them due to the air flow setup I had and as close to a dust free environment as I could get with industrial surge protection ensuring all hardware was safe.
The general public doesn't think to look on craigslist, or the other free to post local services where you'll be likely to post your hardware. Only generally the bottom feeders are monitoring those sites and they will have no shame in offering you prices that are next to ridiculous, even when you state 'FIRM price' in your listing.
Ebay gives you more exposure however ebay takes a cut on the sales. So you want $180 for your 280x? well now you have to put it up on ebay for $206~ due to the fee's from ebay/paypal, and now that $206 card costs the buyer an additional $15-30 in shipping. At the end of the day with ebay you're likely to be selling your hardware for a huge loss due to their fee's.
I've yet to find a good site where you can post your hardware and reach the mass public to ensure a lot of views on your ads while being able to sell your hardware at a decent price. I've found Reddit hardware page also is hard to get decent buyers, a lot of bottom feeders will approach you much like on craigslist.
As a consumer myself, I find it very odd that there's so many bottom-feeder type people out there on these local trading sites. If I was looking for a GPU or other hardware upgrades on the local trading sites, I'd be pretty fine and excited with getting a piece of hardware that is listed with at least a $100-150 savings(lets say retail is 340 after tax and there's an ad for an item at $200) but these bottom-feeders aren't, they want this stuff for far less to feel that they've gotten a 'deal'.
All in all what I recommend for GPU miners and what I see the future of GPU mining coming to(there's a few scenarios):
recommendations:
-If you don't pay for power, consider still selling your hardware, look at my setup, 46 cards making $20 a day on average. The time it would take to ROI on my hardware is close to 5+years, and that's with free power! What are the chances that I'll ROI if I kept mining? next to none. Most of you out there have 1-6 cards, you're making peanuts most likely. Get rid of the hardware, re-invest the money into BTC and buy your ALT coins that you believed in mining if you were a long term coin holder. Or just take the cash and spend it on other things in life! The price of your hardware will continue to decline and you're likely not going to make more over time with the mining.
Some arguments to consider:
"Price of BTC may rise to $10000 one day, so mining with gpu's now if you have free power is still worth it!" some people state. Well I can tell you that I've seen it happen multiple times where the price of BTC has risen and the price of ALT's has corrected itself. There have been far and few moments in crypto history where ALT coins have gone UP with BTC especially recently. Chances of your random coin climbing the fiat ladder as BTC rises is very slim. Out of the hundreds of coins out there now, what coin are you going to bet on to rise with BTC while the rest of them stay at their current day fiat prices? For example, a coin lets say you hold now is worth $0.10 cents. When BTC hits $1000, it corrects and is still worth $0.10 cents equivalent in fiat. Not many coins are going to RISE in value alongside BTC.(That's if BTC rises, no one can for sure say if it even will!) Chances of you choosing the few coins that do rise with BTC will be slim.
All in all if you have the spare money to mine, sure do it, it's fun to contribute to the community, but don't expect to make a buck unless you've gone industrial size like myself, and even then you're making such little profit if you have free power.(who's going to get free power at $18 a day running costs? not many!)
What the GPU scene needs is new GPU hardware that can mine way better than anything out today for GPU's(likely not to happen for cheap) and or we need GPU coins to hold value somehow, IE a good marketing campaign where the GPU coin(s) can clearly gain back investors.
I don't see GPU mining being profitable again really for quite some time if ever and thus I'm getting out of it for now. I've been burnt bad enough with the most recent expansion that I wont be able to get into mining again for quite some time. Time will tell.
For now I recommend people sell hardware and buy crypto with the money or instead of buying hardware if you're thinking of getting into mining, just buy crypto outright. Mining right now is a loss for the majority of miners out there. Hope this post has helped shed some light to those that are looking to get into mining or who are in mining and unsure of what's going on and what to do. (and again, take my feedback with a grain of salt, you don't know who you can trust when it comes to you and your investments :P)
Also as a side note my power costs are around .12 to .14 per KWh. Which is supposedly quite cheap compared to many places in the world.
submitted by phi0x to gpumining [link] [comments]

US Broker/ Auto Trader/ Binary Options Questions

Hello, I am just now getting into trading/forex and have a couple questions.
One: I am in the US and am a looking for a repuatble broker. I've searched the forum and see people reccomending Nadex but it seems like a website for doing the actual binary trading and not as a broker. I am looking for a site that can sync with a tool (Mikes Auto Trader) so I can use the software to help with trades.
Two: Does anyone here use softwares to help with Binary Trading? If so, what have the results been? After seeing a lot of fishy programs and the most reliable service seems like Mikes Auto Trader. Anyone here use it or know someone who does?
Three: How do withdraws from my broker into my bank account work? Do I need to give the broker bank information or just a debit card number?
Four: How do I sync a broker with a Auto Trading System?
Sorry for all the nooby questions, there just seems to be a lot of unreliable infromation out there on Binary Options trading. Thanks for the help!
edit: I am in the US, and I've read that a lot of brokers dont accept traders from the US, so if anyone has any reputable ones that do I would appreciate it.
submitted by DCoop15 to Forex [link] [comments]

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Base the Profit Genius trading strategy. After you see it working, you can start to implement your method with regular sized lots. This method will settle in time. Every Forex binary options trader must choose an account type that is in accordance with their requirements and expectations. A larger account does not imply a bigger profit potential so it is a fantastic idea to start small and quickly add to your account as your returns increase based upon the winning trading selections the software will make.
Binary Options Trading
To help you trade binary options properly, it is important to have an understanding behind the fundamentals of Binary Options Trading. Currency Trading, or forex, is based upon the perceived value of 2 currencies pairs to one another, and is influenced by the political stability of the country, inflation and interest rates to name a few things. Keep this in mind as you trade and find out more about binary options to maximize your learning experience.
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China Millionaire Review 2015 - Is China Millionaire SCAM Or LEGIT? How Does China Millionaire Software Work!! China Millionaire By Jin Lee Review

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China Millionaire Description:
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Exactly what is China Millionaire?
China Millionaire is essentially a binary options trading software that is created to assistance traders win and forecast the market trends with binary options. The software also offers analyses of the market conditions so that traders can know exactly what should be your next step. It offers different secret techniques that ultimately helps. traders without utilizing any complex trading indicators or follow graphs.
China Millionaire Binary Options Trading Technique
Base the China Millionaire trading method. After you see it working, you can begin to execute your method with regular sized lots. This method will certainly pay off in time. Every Forex binary options trader should pick an account type that is in accordance with their needs and expectations. A larger account does not mean a larger revenue potential so it is a great idea to begin small and slowly add to your account as your returns increase based upon the trading selections you make.
Binary Options Trading
To assist you trade binary options effectively, it is necessary to have an understanding behind the fundamentals of Binary Options Trading. Currency Trading, or foreign exchange, is based on the viewed value of 2 currencies pairs to one another, and is affected by the political stability of the country, inflation and interest rates among other things. Keep this in mind as you trade and discover more about binary options to optimize your learning experience and boost your trading profits.
Will this work for You?
China Millionaire is a super algorithm that allows you to profit on auto pilot. What does that mean? It means that you can make automated trades without even knowing what a ‘call’ or ‘put’ is. Just follow the easy instructions and you will be trading like a pro – even if you don’t know a thing about trading!
What does approved and verified mean?
Good question. The China Millionaire software is an Approved and Verified software. That means that all results and claims have been independently verified and approved by a third party. So you can rest assured that all results are accurate.
Who can I call with questions?
As a China Millionaire member, you will have access to your own 24/7 support line. Call them any time, they are always there to help you!
Where can You use the software?
Because the China Millionaire software is digital, you can use the software absolutely anywhere. Access China Millionaire from your PC, laptop, tablet and smartphone wherever there is an Internet connection.
How fast can You withdraw your profits?
You can withdraw your profits at any time and they will appear in your bank account within 2-3 business days.
China Millionaire Summary
In summary, there are some apparent ideas that have been checked in time, along with some more recent methods. that you might not have actually considered. Hopefully, as long as you follow exactly what we suggest in this article you can either start with trading with China Millionaire or improve on what you have actually currently done.
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submitted by CameronDownes to CameronDownes [link] [comments]

Google Trader Review 2015 - Is Google Trader SCAM Or LEGIT? Best Binary Options Trading System.. The Truth About Google Trader 2015 By Ben Williams Review

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Google Trader Description:
Name: Google Trader
Niche: Binary Options.
Ben William has created a This Amazing Trading Software called “Google Trader” The software works on autopilot and place's the winning trades on big markets and stocks like eBay, Yahoo, Facebook and Google and few other big stocks like Coca Cola etc..
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Exactly what is Google Trader?
Google Trader is basically a binary options trading software that is created to help traders win and predict the marketplace trends with binary options. The software likewise offers analyses of the market conditions so that traders can understand what should be your next step. It provides different secret methods that ultimately assists. traders without using any complex trading indications or follow charts.
Google Trader Binary Options Trading Method
Base the GoogleTrader 2015 trading method. After you see it working, you can start to implement your technique with regular sized lots. This approach will certainly settle gradually. Every Forex binary options trader should pick an account type that is in accordance with their requirements and expectations. A larger account does not imply a larger profit potential so it is a great idea to begin little and quickly add to your account as your returns increase based upon the winning trading selections the software makes.
Binary Options Trading
To help you trade binary options properly, it is necessary to have an understanding behind the fundamentals of Binary Options Trading. Currency Trading, or foreign exchange, is based on the perceived value of 2 currencies pairs to one another, and is affected by the political stability of the country, inflation and interest rates to name a few things. Keep this in mind as you trade and learn more about binary options to optimize your learning experience.
Things That You Need To Know About Google Trader:
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In summary, there are some evident ideas that have actually been checked in time, in addition to some more recent techniques. that you might not have actually thought about. Ideally, as long as you follow what we recommend in this short article you can either get going with trading with Google Trader or improve on what you have actually already done.
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Automated FX Trading Systems - YouTube

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