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。
