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。
