泛亚电竞

解放军报

一名数据分析师的“实战解码”

来源:泛亚电竞_泛亚电竞竞猜-官网APP下载 作者: 刘 永 李建文责任编辑: 杨凡凡
2019-11-24 06:40

一名数据分析师的“实战解码”

泛亚电竞■liu yong jiefangjunbaojizhe lijianwen teyuejizhe zhang lei tongxunyuan yangjiazhi

中部战区空军雷达某旅数据分析师刘志成(右一)指导战勤参谋完成作战课题研究。 刘 川摄

泛亚电竞zhanlandetiankong,liaokuoershensui。

泛亚电竞feixingqi、niaoqun、kongpiaowu……meiyifenzhong,jiuyouqianbaigemubiaocongzheipiantiankongfeiguo。zaileidabingyanzhong,yigegemubiaojiushiyifangfangpingmushangwushugeshanshuodexiaodian。

pingmubeihou,yishuangshuangjingtideyanjingjindingzhemeiyigezhusimaji。ningwangtiankong,shouwangzuguo。zheixiemuguangzhong,youyishugewaijiandingxili。

diaozhenggaigehou,boshiliuzhichengchengweizhongbuzhanqukongjunleidamoulvshoupishujufenxishi。tayitouzhajinleidaqingbaoshujudehaiyang,yuzhanyoumenyiqigongkezhiyuezhandoulishengchengdezhuduonanti,dakaileyujingtixinenglifanyadianjingdeyishanchuang。

结缘数据,目光锁定战场

kuzao、shaonao,zheishihenduorenduishujudediyiyinxiang。zhongbuzhanqukongjunleidamoulvshujufenxishiliuzhichengquejuedeshuju“youdianyisi”。

泛亚电竞xihuanshuju、zhuizhushuju、chimishuju,zheishiliuzhichengjixuduorenliuxiadediyiyinxiang。

zoujinliuzhichengbangongshi,jizheyiyanjiufaxianle“buyiyang”: tadediannaozhuoshang,youhengshuliangkuaipingmu。shupingshang,pamanlezhengzaifangzhentuiyandexinxishuju;hengpingli,pailiezhe10duoxiangyushujuxiangguandeketi。zaizixiyikan,meixiangketide“wanchengshixian”doujingquedaolemouyitian。

泛亚电竞zailiuzhichengbangongshili,rengongzhinengyudashujujishu、shujuwajueyuyucefenxidengshujisaimanyishuju……

liuzhichengrenwei,“zhuijishu”shijishugongzuozhedetianxing。dangxia,dashuju、rengongzhinengdengxinjishurixinyueyi,tayizhisikaozheruhejiangzheixiexinjishushouduanyingyongdaogongzuozhong。

“dapaojujianshidai,sheidehuoliqiang,sheijiunengdayingyichangzhanzheng。danxianzaibuyiyangle。”liuzhichengshuo,xinxishujufunengdeshidai,meitiandouhuichanshenghailiangdeshuju,zheixieshujujiushizhuangtianwuqizhuangbeide“xindanyao”,sheinengzhangwogengchongfen、gengzhunque,sheijiunengzhandexianji。

泛亚电竞zheishiliuzhichengheshenbianzhanyouyuelaiyueqingchudeyigeshishi。weilezheiyike,tayijingzhunbeilehenjiu。

daxuebenkeshixuedeshishuxue,yanjiushengdudeshijunshiyunchouxue,liuzhichenghenzaojiuyushujudaqilejiaodao。buguo,tazhenzhengrenshihelijieshuju,zeshijinjiniandeshi。

泛亚电竞huitouzaikan,yiqiesihuzaoyouanpai: liuzhicheng19nianjunlvshengyalimeiyicizhuanxing,douxiangshicaizheshidaidegudian——

2008nian,xueshujietichu“dashuju”zheiyigainian。zheiyinian,liuzhichengzaiyuanxiaoduboshi,changshizheyongshuxuefangfayanjiupaibingbuzhen、waqianzhanchangshuju。buzhibujuejian,tamairulezuozhanshujuchulidedamen。

2013nian,shiguojigongrende“dashujuyuannian”。zheiyinian,fuzeleidazhendikanxuangongzuodeliuzhicheng,liyongjisuanjibianchengjianlimoxing,daoruweixingtu、dixingtu、hangkongtudengdilishujuxinxi,jiangzhendikanxuanxiaolvdafutisheng。neiyike,taqieshenganshoudaoshujufanyadianjingduizhandoulidejiazhi。

5nianqian,liuzhichengcanyumouzhongdarenwu。jiechudaohailiangdekongqingshujuhou,taduidashujuyoulegengshenderenshi。

泛亚电竞3nianqian,liuzhichengsuozaidezhongbuzhanqukongjunleidamoulvgaigezhengbian,zengshele“leidaqingbaoshujufenxishi”。shoupidinggangdeshujufenxishili,jiuyouliuzhicheng。

泛亚电竞1nianqian,zhongbuzhanqukongjunqidonghexintixinenglifanyadianjingguihua。yujingxitongdefanyadianjingmubiao,rangliuzhichengderexuefeiteng。

“xinxishujuyunzangzhewuxingdeqianli。renmenchangshuoshujuhaiyang,tiaojinshujuzheipianhai,fanyadianjingxiangzuodebuzhishichangyouhanyong,haiyaozhanfengdoulang。”liuzhichengminruidiyishidao,suizhezhanzhengxingtaicong“nengliangzhudao”xiang“xinxizhudao”buduanyanjin,zhanchangxinxideduobianxinghediancihuanjingdefuzaxing,jiyujingwangluomengshangleyicengmiwu,erchuikai“miwu”de“dongfeng”jiushishuju。

泛亚电竞zuoweiquanlvshoupishujufenxishi,liuzhichengxiangdezuiduode,shizenyangjinkuairangshujuchengweizhandouli。

泛亚电竞liuzhichenghenjiaoji,yehenlengjing: zhangwoleshuju,budengyuzhangwolexinxi。suizheshujushidaipumianerlaide,yeyoutielebiaoqian、zhuangdianmenmiande“weishuju”。zhiyouduishujujinxingshenjiagong,congshujuzhongfaxianjiazhi,cainengbashujubianchengxinxi,shixiancong“jixiejiyuan”xiang“bitejiyuan”dekuayue。

youjiazhideshujucongnalilai?yongzheixieshujuganshenme?liuzhichengsihuzaishijianzhongkandaoleyibalunkuozhujianqingxide“yaochi”……

追问到底,摸着数据“过河”

“fanyadianjingganjue,zheigebumingkongqingshiniaoqun。”

“nirendingtashiniaoqun,pingshenme?”

泛亚电竞“buhaoshuo,fanyadianjingganjueshi!”

zheishiyiciyichangkongqingchuzhifupanshi,liuzhichengyudangbancaozongyuandeduihua。chuzhijieshu,zhihuishiyouhuifupingjing,liuzhichengxinliquexianqilebolan。

zheicikongqingchuzhi,rangliuzhichengjixingfenyouwunai。xingfendeshi,jingchazheng,caozongyuande“ganjue”shiduide;wunaideshi,wuluntazenmeyindao,caozongyuandepanduanhaishitingliuzai“ganjue”shang。

leidaqingbao,weiyuzhenggezuozhanliuchengdeyuantou。xiandaizhanzhengyaoqiuleidabujinyao“kandejian”,gengyao“kandeqing、kandezhun”。

weishenmejingyanfengfudeleidacaozongyuan,suiranshuobuqingpandingjili,quenengkuaisupandingmubiaoleibie?weishenmeyoudecaozongyuannengpanbiechulai,eryoudequepanbiebuchulai?zheixiejingyan、ganjueyoumeiyouguilv?nengbunenglianghua?

yichuan“weishenme”,rangliuzhichengzhaodaoleqianxingdejieti,youxianrulingyige“heidong”。

meitian,kongqingliangshuyiqianji,meigekongqingxinxishujuyouyouzheqianchawanbie;jibianshitongyipimubiao,meimingcaozongyuandejingyanheganjuedoubuyiyang,meibuleidaxianshideshujuyebuyiyang;jiusuantongyibuzhuangbei,zaibutongdiyu、butongshijianxianshideshujuyebuyiyang……

mingzhishanyouhu,pianxianghushanxing。liuzhichengjuedingbaquanlvsuoyouleidazhuangbei、meiyimingcaozongyuanchulimeiyicikongqingdeshujudoujiluxialai。

diyicitichuzheigexiangfashi,liuzhichengzijixinliyemeidi。shouji、fenxishujudeguochengfenwairongza、kuzao,xuduozhanyoubingbulijie: “feizheimedajing,shoujizheixieshujujiujingyoushaxiaoyi?”

“fanyadianjingyebuzhidaozheixieshujuyouduodadejiazhi,danjuedelimianyidingyoushenmedongxi。”xinniandeliliang,zaicizhanleshangfeng。

henkuai,lvdangweijueding,zujianyigeyouliuzhichenglingxiande“zhinangtuandui”jizhigongguan。

泛亚电竞jicengleidazhanzhuguan、leidajishi、caozongyuan,douchengleliuzhichengde“xianren”。tamenzonghuijiedaoliuzhichengdedianhua: “jintianyoushenmeqingkuang?chuzhizhongfaxianshenmewenti?zhuangbeicaozuoyounaxiexuqiu?”

yikaishi,dajiahaibijiaonaixin。yiduanshijianhou,henduorenpajiedaoliuboshidedianhua,patameiwanmeiletiwenti。

泛亚电竞liuzhichengyepa,buguotazuipadeshidajia“meiyouxuqiu、meiyouwenti”。houlai,tapaodaoleidazhan,genzhecaozongyuanyiqizhiban、yiqichuzhikongqing。

liuzhichengyutuanduichengyuanfenzuxingdong。keyanyuansuo、jicengleidazhan、yanxunxianchang……jihumeigeyushujuxinxixiangguandedifangdounengkandaotamendeshenying。

dangtuanduizhenglichujin20nianshangjixiafadebumingkongqingchuzhijilu,dajiajingdaile——zheixiexiangxijizaimeiyiqibumingkongqingdexinxishujuhechuzhiliuchengdeziliao,luoqilaizuzuyouyimigao。

zhengzhengyinian,liuzhichengxiangwakuanggongyiyangzaishoujishuju。neiduanshijian,tajihumeitiandouzaibutingdijiedadianhua。meiyigedianhuabeihou,douyouyichuanzhenshideshujuxinxi。

泛亚电竞pangrenyanzhong,liuzhichengbuaishuohua,danyitanqishujujiutingbuxialai。tashuo: “shujujiushiyuantouhuoshui,suanfajishiyanzhanzhiqi,youshishengzhanzhiyao。chenglituanduijiushiweiledapoyiwangwu‘shu’keyong、wang‘shu’xingtandejiongjing。”

youlvdangweizuozhicheng,liuzhichengdeshuju“wakuang”zhiluzoudegewaitashi。tatanyan,zheijinianzijiyaomezai“qushu”delushang,yaomezai“dushu”delushang。zhongyu,liuzhichengjileilefengfudebaoguishuju。

raner,xinxiduobingbuyiweizheyichuduo,shujudabingbuyiweizhejiazhida。binglengdeshujuzhishi“chujichanpin”,chongman“zhanwei”deshendufenxicaishiguanjian。

泛亚电竞liuzhichengxiangtongguodashujufenxi,weileidacaozongyuanpeishangyizhang“taojinzhe”deshaiwang,guolvxisha、shaidiaolishi,kuaisuzhaodaojinzibanzhenguideyouyongxinxi。

泛亚电竞mozheshitouguoheshi,neizhongzhaobudaofangxiangdemishigan,rangliuzhichengyicicizhandaolebengkuidebianyuan。

neiduanshijian,liuzhichengchangchangjiabandaoshenye,chengbuzhulejiukaozaiyibeishangmiyihuier,menglidouzaifenxishuju。

jingguowushucideshaixuanfenxihepailiezuhe,liuzhichenghezhanyoumenzhongyumosuochugeleibumingkongqingdejibenguilv。

泛亚电竞zheiyike,liuzhichengzhangshuleyikouqi。

“高招”入库,数据共享全网互通

yanzhulingdong,zhijianqingji,leidacaozongyuanzaidiancikongjian“yubosuodi”。zuoweifangkongyujingxinxideyuantou,tamenkanchengkongtiananquanweixiede“chuishaoren”。

zuojinleidafangcang,gailvmouleidazhanxiashichenyuanhejiezhuyitaofuzhuxitong,shulianchuzhikongqing。tadeshenpang,sanjijunshizhangliuweixiuxinligandaoyisixinwei,youyoudianshiluo。

zaikongjunleidabudui,liuweixiudemingzixiangdangdang。tazhile17niandeban,jishifaxianbingchuzhiduoqibumingkongqing,cengrongligerenyidenggong。

kexianzai,liuweixiuconglaimeiyouxiangjintianzheiyang,gandaozijidekanjiabenlingzhengbiandejijikewei——

泛亚电竞tongguodashujufenxishouduan,zheitaofuzhuxitongbujinnenggoushibiemubiao、panduanxingzhi,hainangkuochenggongchuzhiyichangbumingkongqingdejingdiananli,shenzhihangaileleidazhanzhoubianzhanchangdeshuju……

yijianjizhi、shujugongxiang、quanwanghutong,zheitaofuzhuxitongjiushiliuzhichengtuanduideyanfachengguo。

fuzhuxitongjileidacaozongyuandailaide“chongji”kexiangerzhi。liuweixiugankai: “yitaoxitonghuijilesuoyoucaozongyuande‘gaozhao’。nianqingcaozongyuanchuzhikongqinggengyoudiqi,chenggonglvyegenggaole。”

泛亚电竞qunian4yue,shangdengbinghupeilinliyongfuzhuxitong,chenggongchuzhiyiqiyichangbumingkongqing,rongligerensandenggong。dangbingdiernianjiuligong,zaigaizhanlishishangshangshushouci。zheirangliuzhichengdiqishizu: “chongfenwajueshujubeihoudeqianlijiazhi,renrendounengchengwei‘jinpaicaozongyuan’。”

泛亚电竞shujubenliu,zhanlibeizeng。yici,mianduitufaqingkuang,liuzhichengdianhuaxunwenmubiaoweizhidefengxiang、fengsudengqixiangshuju。youyumubiaochuyuyundongzhuangtai,qixiangshujuhuoqushixiaoxingjiaocha,yingxianglezhihuiyuanyuyixianrenwuguanbingzhangwopanduan。

“xinxishujushizuozhanliantiaodediyihuan,meiyougaoxiaodehuoqushouduanyuyanzhengfangfa,hetanzhanchangzhudongquan?”liuzhichengjinjiezhedailingtuanduizhankaijizhigongguan。tamendaoyoulinbudui、yuanxiaohedifangyuansuoxuexijiejian,tongguoyinjiegonggongqixiangziyuanheshoujidituruanjiandengdajianpingtai,shixianqixiangxinxi、diliweizhiziyuanshangxiahutong。

jishushengjihou,zhibanyuanqingdianshubiao,mubiaodefengsu、fengxiang、yundongguijiyiyichengxian。tongguoshouchishebei,zhibanyuankeyijiangxianchangqingkuangyuzhihuisuotonglian,shixian“kaijijichuanshu,zoudaonaerjiutongdaonaer”。

diyishijianganzhizuozhanmubiaohezhanchanghuanjingdexinxishujutezheng,duizhihuixiaolvdetishengbuyaneryu。

youyichangyanliankaishile。

泛亚电竞“mubiaozaimoudibeijiluo,mingnibuqianchuchazheng。”zhihuiyuantongguodapingmufenxizhanchangtaishi,xiangjulimubiaozuijindeleidazhanxiadaxingdongmingling。

泛亚电竞suiji,pingmushangchazhengfenduidehongseguangbiaoyoumanbiankuai,yumubiaoweizhikuaisuzhonghe。zhibanzhanqinrenyuanliulangezhongduanhuichuandehuamian,jiangzuiqianxian、zuiyaojindehuamiantoushedaopingmushang,haiyuanzhenshidezhanchang。

“zhihuiyuandongxixinxishujudeyuantou,cainengzhangkongzhanchangtaishi。”yimulerandezhanchangtaishi,shixinxishujujingqilai、dongqilai、liqilai,zhihuiyuandejuecexiaolvhejingzhundubeizeng。

泛亚电竞shujukujihuo“xinxiyuan”。jinnianlai,liuzhichengdailingtuanduizheyandashujuyingyongqianyan,jujiaobeizhandazhangjinanwenti,jindingxinzhuangbeizuozhanyingyong,wancheng20duoxiangketigongguan,kaifaxiangguanzuozhanruanjian,yanjiuxingchengduotaozhanfa,tuidongmubiaopanxinghezhihuijueceyou“cufangjingyanxing”xiang“jingzhunzhuanyehua”zhuanbian。

pandengdelequzaiyuzhengfugaodu,gongzuodejiqingyuanyuzhimiantiaozhan。qianbujiu,gailvmoujidongfenduijiezhuangxinxingleida,liuzhichengtongbuzhankaiquangongnengcaozuojishugongguan,bangzhuzhanqinrenyuanyongzuiduanshijianmotouzhuangbeibianjiexingneng,fahuizuidazuozhanxiaoneng……

jiesuo“zhishengmima”,buwangwanlikongjiang。gailvzhengweizhuzhuojieshao,liuzhichengtuanduidianranlexinzhizhandoulizengzhangdeyinqing,xianqileyichangguanyushujuyishi、shujusiweide“tounaofengbao”,gengxiyinleyipiguganrencaijindingqianyan、miaozhunyixianlianbingbeizhan。

jinnianlai,gailvzhandoulifanyadianjingwenbutisheng,lvdangweilianxu3nianbeipingweixianjinshilvjidangwei。

shujuwuyan。mianduigezhongbaojiang,liuzhichengdaibiaotuanduicanjialv“beizhandazhangxianfeng”banjiangyishishigankai: “fanyadianjingganshangleqiangjunxingjundeweidashijian,bixuzhenxishiguang、bufushaohua。”

战位说

泛亚电竞“yangbingqianri,yongbingqianri。”leidabingmeifenmeimiaodouzaiheshujudajiaodao。congjiazhimidudidehailiangshujuzhonghuoquyouyongxinxi,rutong“conggaoyashuiguanzhongheshui”yiyangkunnan。

泛亚电竞kexueyouxiaodeshujufenxishouduan,duikuaisushishizhangwoduobiandeyujingzhanchangtaishizhiguanzhongyao。duizhanchangshujujinxingfenxijiema,jishishidaiqushi,gengshidazhangxuyao。diaozhenggaigehou,buduixinzengzhuanmenfenxishujuxinxidegongchengshi,tamenjiushi“conggaoyashuiguanzhongheshuideren”,datonglezhandouliliantiaode“renduermai”,guantongleyujingtixideguanjianjiedian。

jinnian,fanyadianjingliyongliuzhichengtuanduiyanfaderuanjianxitong,duocijishizhunquechuzhifuzakongqing,zhihuijuecehemubiaopanxingdexiaolvdafutisheng,shenkeganshoudaoleshujudejiazhi。

——kongjunleidamoulvcanmouzhangzhaofushuang

fanyadianjingdangle19nianleidacaozongyuan,shenganzheishiyigeshifenyilaijingyandegangwei。suizhezhibanshijiandejilei,chulidekongqingduole,pandudehuiboduole,ziranjiuyoulekuaisufaxianpanbieshangbaode“laoben”。zheiyeshiweishenmeyiqianbierenchangshuofanyadianjingleidabing“yuelaoyuechixiang”deyuanyin。

泛亚电竞qunian,fanyadianjingcanjiashibingduikangyanlian,zuoweizhubancaozongyuanzongnengdiyishijianqiangbaokongqing,zheshi“aojiao”leyiba。jinnian,liuzhichengboshidaizhezijiyanfadefuzhujuecepingbandiannaodaofanyadianjingzhan,jiyimingnianqingdecaozongyuanshiyong。meixiangdao,neigexiaonianqingjingranhefanyadianjingdalegepingshou!congci,fanyadianjingduizheitaoxitongguamuxiangkan。

wulunshipingjingyanyehao,kaoxitongyeba,fanyadianjingleidabingdemubiaozhiyouyige: tigaobeizhanzhiliang、dayingweilaizhanzheng。zhenxinweiliuboshideshujufenxituanduidiangezan!

泛亚电竞——leidacaozongyuanchenguoying

jinruliuzhichengboshituanduizhichu,fanyadianjingshoulingdediyigerenwushifenxicaijilaidezhanchangshuju。dangshi,fanyadianjinggandao“yalishanda”、wucongxiashou。

泛亚电竞jingguo2niandexuexishijian,fanyadianjingduishujufenxiyoulegengshenderenshi。zhiqianshoujishutiaojianxianzhi,kongqingshujuliangda,caiji、cunchuhefenxishouduanyouxian,zhanqinrenyuangengduoyikaojingyanpandu。suizhejishubuduangexin,weikongqingshujucaiji、cunchu、fenxitigongleruanyingjiantiaojian,fanyadianjingwanchengderenwugengduole,tigongdexinxigengzhunle,huafeideshijiangengshaole,dajiaduishujuderenshiyuelaiyueshenke。

泛亚电竞——kongjunleidamoulvzhuligongchengshijieyi

(ma chuang、yangjiazhizhengli)

开启“数据制胜”之门

■chenjiaqi

dangjinshidai,shenmezuiyoujiazhi?

daankenengyouhenduoge,danshujujueduishiqizhongzhiyi。jintian,shujuyichengweizuizhongyaodeziyuanzhiyi,shigelingyuzhengxiangduoqudexincaifu。

guwangjinlai,shujuyizhibeijunshijiasuotuichong。cong“zhibizhiji,baizhanbudai”,dao“fuweizhanermiaosuanshengzhe,desuanduoye”……bulunxiaozhangdazhang,yaoxiangdashengzhang,shouyaojiushimoqingdifanyadianjingshuangfangdedishu。

泛亚电竞dangqian,zhanzhengxingtaizhengjiasuxiangxinxihua、zhinenghuayanbian,shujuzuoweigeleizhihuixinxixitongde“xueye”,wuyishizuixiquedezhanlveziyuan。junshishujuzuoweizuimimide“danyao”,zaidayingweilaizhanzhengzhongjuyoubuketidaideguanjianzuoyong。yizushuju,henkenenghuiyingxiangyixiangzhanlvejuece,naizhiyichangzhanzhengdeshuying、yizhibuduideanwei。

sheihuoqugengduoshuju,sheijiunenggengjingzhundidudongzhanzheng,sheijiunengzhangwozhudaozhanchangdexianji;sheizhangkongleshujuziyuan,jiudengyuwozhulejiesuozhanzhengzhishengzhimendeyaochi。

泛亚电竞xinyilunguofanghejunduigaigezhong,diaozhengshelilehenduoyushujumiqiexiangguandezhanwei。zheixiezhanweichengweibuduizhandoulidexinzhizengzhangdian,yinlingzhebenxitongbenlingyukuayuezhuanxing,shenzhiqianyinyigetixiheyigebingzhongzuozhanzhunbei、zhihuiliucheng、fuzhujuecedengfangfangmianmianfashengzhidebianhua。zheixiebianhuashijunduifanyadianjingyou“cufangxing、jingyanxing”xiang“jingxihua、zhuanyehua”zhuanxingdeshengdongsuoying。

deshujuzhedeshengli,moqingdishucainengzhishengzhanchang。gejizhihuiyuanzuochujueceyuelaiyuequjueyuduishujudehuoqu、jianbie、wajue、chuli、yunyong。yaoqianghuashujuyishi、shujusiwei,zhelitigaoyongshujushuohua、yongshujujuece、yongshujudazhangdesuyang,rangshujuzhenzhengchengweijiexiweilaizhanzhengde“toushiqi”。

shujulianzhezhandouli。duishujudebakongnengli,chengweihengliangbuduizuozhannenglidexinbiaochi,yechengweitishengbuduizhandoulidexinyinqing。shujufenxichuli,shizuozhantixinenglifanyadianjingdehexinhuanjie,shizhenggeliuchengzhongbijiaonankende“yinggutou”。

泛亚电竞zhiyouxiangbaohuwuqidanyaoneiyangbaohuhaogeleishuju,xiangweihushiyongwuqizhuangbeineiyangcaijigengxingeleishuju,cainengquebaoshujuxinxian、shiyong、kekao,shibeizhandazhanggengjiajingzhungaoxiao。

yaozhongshizuozhanshujudecaiji、zhengli、yunyongdenggongzuo,zhuzhongdingzhejicengmoduanwajueshujuzuozhanqianli,liyongshizhanhuayanxunpojieshujufanyadianjingnanti,goujianguantongzhanlve、zhanyi、zhanshudexinxishujuliu,weidayingweilaizhanzhengtigongqiangyoulideshujuzhicheng。

 

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