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14:53·renrendushichanpinjingliweiliaozuohaozhibiaoguanli,qiyekenenghuiluodiyitaozhibiaoguanlixitongyijiejuewenti,danshijishang,zhibiaoguanlixitongxiangzuohaokenengbingburuxiangxiangzhongdenamerongyi,zheqizhongyouhenduokengxuyaowomentiqianbikai。zhepianwenzhangli,zuozhejiuzuoliaojiedu,yiqilaikankanba。jiarunisuozaideqiyeyewufazhanxunmeng,zaiqiangdiaoyonghaoshujudedangxia,ruguomeiyouhaoyongdexitong,kendingduhuizhujianpengdaoruxiawenti:buzhidaoyousha:qiyeshujuzichanduoruniumao,danzhidaohezhaodaoduideshujuquekunnanzhongzhong;xuqiumanzuman:gaoqingchuzijigaiyaoshagaizhaosha,nihuifaxiangongsiyewuduobianhuakuai,xuqiuduo,qushurenlibuzu;zhibiaoduibuqi:shujubiangengkuai,biangengjilubujishi,shujulaiyuanduo、shujuchulirenyuanduo、koujingduo,duofenshujuduibuqi;wentipaichaman:xitongshujuchuwenti,shujujiagonglianluchang,pengdaorenyuanliudonghejiaojie,wentipaichaman,xiufuhaoshichang。faxianshujuwenti,dingweishujuwenti,jiejueshujuwenti,jingchanggaodejicengyuangongjiaotoulane(ruguonizaijicengganguo,zhendeershijiaotiantianbuyingjiaodidibuling)。qianlizhidikuiyuyixue,zhexiekansibuqiyandexiaowenti,manmanjiuhuijizanchengdawenti,shenzhihuiyanzhongyingxiangdaozhenggezuzhiderichanggongzuo、zhanshumubiaodacheng、zhanlueyuanjingdeshixian,luohoudeshengchanlihexuqiuyanzhongbupipeishi,dangfeijishuchushendeguanliceng、lingdaocengdunengganshoudaowentideyanzhongxingshi,yushi,jiukeyicongshangerxiakaizhanhonghonglieliedeyouhuazhilizhuanxiang。zhezhongqiyexinxihuashengji,wangdaliaoshuo,keyishuoshishujuzhili、shuzihuazhuanxingzhilu。yibanlaishuo,dajiashuodedushigoujiangaoxiaozhinengdeshujuzhongtai,shujuzhilikenengyetishangliaoricheng。shujuzhilidehexinshishime?hexinshitongyishujukoujing。shujukoujingdezhuashoujiushi【zhibiao】。congchanpindeshijiaolaikan,zhibiaoguanlizuizhongdemubiaoshi:rangdajianengqingchukandao、fangbianyongdao。yi、qianqiguihuashimianshangguanyu【ruhejianlizhibiaotixi】defangfalunyisouyidadui,xiangduieryan,jiangruhegoujianzhibiaoguanlixitongdeshaoliaobushao,buguozhiyaonaixinsouxun,dachangdejingpinjiudengzhuonifajue,erqiewendanghuanbijiaoquan。dengniyongyouliaozhexiecankaoxinxi,xitongjiushixianliao80%liao,yinweigongnenghejiemianjiaohuduhenhaochao,jiuchagongchengshibangnibaxitongkaifachulailiao。danqishizhibiaoguanlixitongxiangzuohaobingburongyi,yinweikenengzuowanxitong,jinxingzhibiaoguanliluodishi,gengduowentihuituxianchulai,youqishizaiyewuyijingfazhanqilaidejieduan。zuoweiyigeyouhenduoshibaijingyandelaochanpin,jiexialaigeinifenxiangyixieweibuzudaodejingyan。diyi,niyaodingweiwenti。niyaogaoqingchu,zhegexitongdaodiyaojiejueshimewenti,xianzhuangshizenmeyangde。shuizaituidongzuozhibiaoguanli、zhibiaozhilizhejianshiqing。henduoshihou,tuidongzhejianshiqingderen,shidaiyouyanfabeijing、shujufenxibeijingdelingdao,erzhexielingdaoguihuazuozhejianshi,yebushihenqingchune。huoxushiyinweikanliaoyichangqitatongxingdefenxiang,beianlilidegushigeishuofuliao,ranhoukaishiweiyuchouzuotiqianguihuazhejianshiqing。danshi,zainiguihuaxitongqujiejuewentizhiqian,wentizhendebeidingweiliaoma?kenengyebuhaodingliangmiaoshuwentiyouduoyanzhong,dangqiandesunhaoyouduoda,nashifouyourendingxingdijinxingliaomiaoshune?lingdaoduizhekuaiwentiderenzhishishime,ruguomeisharenzhi,rangwomenjiejuedewentishishimene?nikeyibazhexiewentipaochulai,wennagerenmingnilaizuozhejianshideren。zhegewentishifouzaigenggaodecengmianlatongliaorenzhi,nengzhengqudaoduoshaojiejuewentideshijianchuangkou,duoshaoziyuan。shirenduxiaoshenxianhao,weiyougongmingwangbuliao。“zuohaoshujuzhili,kexueguanlizhibiao,shujuqudongyewu”,dajiaduhuihankouhao,weideshizuochengzhihounahaochu,keshizhenzhengnengluoshideren,bingbuduo。henduoshihou,womenbugantiwen,buganpaochuwenti,zuzhirangwomenzuoshime,womenjiuyigunaoquzuoliao。dangzhexiewentibingweibaoluchulai,womendubuqingchujiazhi、yiyijiumaomaorankaishizuo,nazuihoushuilairenkezanmenjiejuewentidejiazhine?dier,niyaoyouzhuashou。dangnigaodingliaodiyigewentidingyihejiazhiwenti,nizhunbeikaishizuoliao。erzhenzhengxiangyaoluodi,nibixucongquanjuchufa,zuoyibu,naoziyaowanghouduotuiyanjibu。niyaosikao:jiaruwomenyaoanzhaominjiediedaidefangshiquzuo,diyigebanbenMVPyinggaishishimeyangzi,womenyaozhenduishimeyangdewentichangjingjiaofushimeneirong,yonghunengzuoshimeyangdeyingyong。zuozhegexitongdejiazhidaodiyinggairuhetixian。neirongcengmian,niyaokaolv,yinggaijiangnaxiezhibiaonaruguanlifanwei,zhexiezhibiaozenmeyongqilai?zhibiaoshujucongheerlai。yingyongcengmian,yingyongdechangjingshishime? danchundikanzhibiaodekoujing,huanshishuoyaokuaisudiquzhibiaoshuju?jiazhicengmian,ruhepingpanzhexiezhibiaozhendebeiyewuyongqilailiao?yonghuchaxunliaoduoshaoci,yonglaizuoliaoduoshaocibaobiao?womenyaoduizijizhangwodexinxiyougebawo。dangxiawomenxianzaizhangwoliaonaxiexinxi,biru,xianzai,yijingyounaxiezhibiaozuochengliaokanbanliao,naxiezhibiaohuanmeiyou。qici,huanxiangzhangwonaxiexinxi?duiyuweilaiyeyaoyousuokaoliang,gongsidezhanluecengmianhuanyounaxieyewu,culueqingkuangruhe,shifouxuyaozhibiaofenxi,zhekuaiwomenzhinengjiyuyewuqingkuangjinxingcuqiandeyugu。zongdelaishuo,dongshouzhiqian,huage1-3tianshijian,shendusoujixinxi,zhidingcelue,moudingerhoudong。er、zhunbeigongzuozuoweiyimingshujuchanpinjingli,niyaomianduideshiguanzhushujujieguojiqichengxianxingshi、danbudongjishuhuozhemeikongguanxinjishudeyewufang。99%deren,youqishizuoyewuderen,buhuiguanzhushujuzenmelaide、shujuzenmejiagongde,dajiazhihuiguanzhushujujieguo,qujieguoruopengdaowenti,zhijiehuibawentipaochulairangjishurenyuanjiejue。dangwomenfaxianzaixianbiaogeyijingwufamanzugongsiguanlixuyaoshi,womenkaishiguihuazhibiaoguanlixitong。niyaozuojidian:dongchayewuxuqiu、mubiaoyonghuxiguan、mingquexitongjiazhi;liaojiezuzhideguanliyaoqiu,shejirenjijiaohuhedicengshujuxitong;xiediaojishurenyuan,chuandixuqiuchangjing,wanchengxitongjianshe;qieruyewuchangjing、yunyinghetuiguangxitong,bingzuizhongrangyewuyongqilai。zheli,tixingyixia:zaiMVPjieduan,shenzhikeyibuzuoyongyuzengshangaichadehoutaiguanli,zhixuyaozuohaoshujuchushihuajike,yejiushizhijiepiliangjiangshujulurushujukudefangshi。yinweiMVPjieduan,yidingshixianrangshujunengyongqilai,erbushizuoyigefeichangwanshandeguanlihoutai。san、xitongmokuaihuafenlianggemokuaizhixia,xitongkeyifenwei2gemokuai:mianxiangyewuyingyongdegongneng、yongyuhoutaiguanlidegongneng。1. mianxiangyewuyingyongdegongnengdangzhonghexinbaohan2kuai:zhibiaoqushuhezhibiaochaxunliangzhehuweiyinguo。yinweixiangqushu,yaozhidaoyoushimezhibiao;yinweizhidaoyoushimezhibiao,caizhidaoruhequshu。zaoqi,ruguoyewuhendanyi,buyongkaolvfuzadeyewuyu、shujuyu。yebuyongkaolvzhibiaotixi。shenzhi,yagenjiubuyaozuozhibiaoqushuxitong,yinweizhaoshujufenxishi、shujuyanfazuoyixieSQLmoban,zaibutongdeqingkuangxia,huanxiashurudetiaojiancanshu,zhixingxiajiuOKliao。dangzuzhirenshudadaoyidingchengdu,yanfarenyuanyijingwufakuaisuxiangyingyewugezhongfuzadekanshuxuqiu,youliaoyidingdefuyongxing,zuzhijiagouyekaishijinxinghuafen,shujuquanxianyekaishihuafen。zhibiaoqushushikanshuxuqiuchuliliuchengdeSOPhua、zidonghua。2. yongyuhoutaiguanlidegongnengdangzhongbaokuo5gemokuai,fenbieshi:yuanzizhibiaoguanli;yansheng/fuhezhibiaoguanli;weiduguanli;xiushici、xiushicileixingguanli;yewuyu、shujuyuguanli。limiandedi3、di5dian,genshujucangkujianmoshikeyigongyongde,yinweizhibiaotixihejiyuyewugoujiandeshujucangkubiaoshimibukefende。zaiciqiangdiao,ruguomeiyoufuzadeyewu,meiyoufeichangduodezhibiaoxuyaocongyewu、jishu、yunweicengmianjinxingtongyideguanli,nazhendeshibuxuyaogoujianzhibiaoguanlixitong。si、gongnengxiangjie1. mianxiangyewuyingyongdegongneng1)zhibiaoqushu① zhibiaoqushuchangjingfenxiyixialianggechangjing,nagegengjiashiheyongzhibiaoqushulaijiejuene?changjingA:chanpinshejiliaoyigexingongneng,xiangkankanzhegexingongnengdepuguangdianji、zhuanhuaxiaoguodengshuju。changjingB:yunyingxinwaliaoyigezhubolaipingtaizhibo,xiangkankanzhegezhubo、zhibojiandegezhongqingkuang。wogerenrenwei,Bgengshihe。Achangjing,qishiyaoconggongnengguihuajieduanjiuyaoguihuamaidian,daoshangxianzhihounenggoutongguodianwei、shijianjinxingzhibiaochakan。zhenduigongnengdeshijianfenxichangjing,yibanlaishuo,zhibiaoxiangduiguding,renshu、cishu、bilv。zhibiaoqushu,genwanquanzizhudetansuofenxishibutongde,ergengxiangshiyougudingzhibiaomubiao,erzhishidanchunxiugaimouxieweidubianliang,limianduizhibiaodefugaijiukeyigengguang(keyilaiyuanyumaidiandezhibiao,yekeyilaiyuanyuyewutongjizhibiao)② zhibiaoqushuliuchengfenxidangyewutiliaoruxiaxuqiu:woxiangchakanxxxzhibojiandehuoyueqingkuang,DAU,huanyouxinzengyonghu、lahuoyonghu。qushudeyibanliuchengshizenmeyangdene?a. querenzhibiaokoujing(weidu、xiushici)biru,yewushuo,woxiangkanDAU,shujufenxishihuiwen:shizhenggepingtai,huanshifenduan?(WEBduan、yidongduan)。yewufankuixiangkanxinzengyonghushu,shujufenxishihuijiyushijiqingkuangfankui:muqianxinzengyonghubaokuoliaoxinxiliu(douyin、kuaishoudeng)、feixinxiliu(shoujichangshangyingyongshangdian),naxiequdaomeijieru,ruguoshixinqudao,xuyaodengqudaohuichuanshujujierucainengkan。diyibu,yaoquerenzhibiaodekoujing,yibanjiushiweiduhexiushici。b. querenshujujishixing、shujufanweikoujingquerenhou,yaoquerenshujudejishixing(shishishihuanshilixian,lixiandejibieshizenmeyang,xiaoshi、tian、zhou?)chuciyiwai,huanhuiquerenshijianzhouqi,kanduochangshijianfanweideshuju,jin1tian、jin7tian、jin30tian、lishijiezhidangqian?c. querenjieguojiaofufangshiheshujuchengxianxingshiquerenhaoshujuhou,jiexialaijiushiyishimefangshilaijiaofu。daodishirengongqushuhoudaochuExcel,biru,yejiushiribao、zhoubaohuibaogeilaoban,huanshishuoyaozhichizidonghuadezizhuchakan,biruzuochengshujuzidongshuaxindekanban,huanshizuochengzhichiyonghushurucanshudequshumoban?② zhibiaoqushuchanpinhuayibanlaishuo,dangshujutongshijianshehaoliaoshucangdibiao,jianshehaoliaoweidu、xiushici,najiukeyizuozizhuzhibiaoqushujiukeyixitonghua、chanpinhualiao。jiaohuliuchengkeyicankaoruxia:yewukeyizuhegezhongweidu、xiushici、shijianzhouqi,zijishezhichaxuntiaojian。zhibiaoqushuhexingongneng:nengzhichiyonghujiyuweidujinxingzhibiaodetiaoxuan,ranhoujinxingjixichaxun,bingnengxiazaizhibiaojieguo。houtaixitongxuyaozuodejiushi,guankongzhexieyonghuduiyingdeweidu、xiushici、shijianzhouqideshiyongquanxian。xuanzezhibiaodejiemiankeyicankaoruxia:xuanzewanweiduhezhibiaohou,keyizaiqushujiemiandianjichaxunjinxingqushu。zhibiaoqushudechanchujieguoanliruxia:ruguohuannenggenBIxitongdatong,zhichigezhongguanlianfenxi,biru,zhenduimougezhibiao,zhizuozhexiantu、zhuzhuangtu,ruguohuannengjiashangqushiyucedengdengzidongfenxigongneng,najiugenghaoliao。duibizhibiaoqushu,biaoqianqushudedaolishixiangtongde。buguo,biaoqianqushudejieguo,dushirenshu。womenxuyaozhenduizhequnren,zaijinxingxiazuanfenxi(houmianzaijiang)2)zhibiaochaxunzhibiaochaxun,keyilijieweiyigeshangchangdezhiyintai。dangnidaoliaoyigedashangchang,nihuibuzhidaomubiaodianpuzainali,dangnizhuandeyuntouzhuanxiangdeshihou,yougexiangdaogaosuwomenmubiaodianpuzainayiceng,nagefangxiang(zuoguai、youguai、zhixing,biejiangshimedongnanxibei)zhibiaochaxunyeshiruci,tanengzaiyixiajigechangjingfahuizuoyong:dangniyuntouzhuanxiangshi,gaosunixitongzhongxianzaiyounaxiezhibiao,duiyingdefuzerenshishui。dangnimeizhibiaoquanxianshi,jiyuxitongfankuidezhibiaofuzerenxinxi,nikeyitongguoIMxitong,zhaodaoduiyingdelianxiren。dangnifaxianshujuyouwenti,zhibiaoyoucuowu,xitongyouguzhang,nikeyizhaoduikoudefuzerenjinxingpaicha。biru,dangnikandaojin1tianguankanshichangzhegezhibiao,zhegeshichangdedanweishishimene?ruguozhibiaodemingchengshangmeizhanshi,najiukeyitongguozhibiaodexiangqinglailiaojie,shixiaoshi,huanshifenzhong,huanshimiao。zaibiru,renjunguankanshichang,fenzifenmufenbieshishime?fenzishiguankanshichang,nafenmushipingtaijin1tiandequanbuhuoyueyonghu,huanshiyouguankanxingweideyonghu,huanshiyouyouxiaoguankandeyonghune?zheyeshixuyaojieshide。biru,womenkeyizaishujudituzhong,rangyonghukuaijiechaxunzhibiao。dangran,womenyekeyizhijiezaiqushudejiemianjinxingbiyaoxinxidezhanshihetishi,zheyangjiububiyaozaidaolingwaidejiemianquchaxun。duiyuyewulaishuo,zhezhongxitongyuejiandanyuehao,xuyaotiaozhuandeyemianyueshaoyuehao,shenzhikeyijieheNLPxitongduiyewushiyongdeyewuyuyan,zhuanhuaweijishuyuyan,ranhoujinxingqushu。biruwen,woxiangzhidaozuijinyuanmengzhixingdezhiboqingkuang,qinggaosuwoyounaxieweiduhezhibiao。bingzhijiebangwoqushu,anzhaoExceldexingshigeichujieguo。ranhouxitongzidongpanduanbingzhixingjixichaxuncaozuo,binganzhaoExcelgeshigeichu。buguo,ruguoxitongdicengshujumeizuohaozhili,yemeijileianli,shixiannandubijiaoda。gengjiaguanjianshi,zhongxinggongsiluodiyigemoxingdeshouyi,nengbunengfugaitourudechengben。2. yongyuhoutaiguanlidegongnengshejiwanliaomianxiangyewuyingyongdegongneng,jiexialai,womenzaikaolvyongyuguanli、zhichengdehoutaigongneng。shouxianwenzijiyigewenti:MVPjieduan,xuyaofuzadeguanligongnengma?xuyaoshimeyangdeshujuzhichine?huidazhegewenti,xuyaoyoudianjishubeijing,danruguonibudongjishuqishiyemeiwenti。diyi,zhibiaonengqushu,nakendingxuyaoyoushujuyuan,dier,yewurenyuanjinxingdegezhongqushutiaojiandeshezhi,kenengyaonengzhuanhuaweicongshujuyuanliqushudeyuyan(qushujiaoben)。zhelixuyaolianggedongxi:jutidebiaoshuju(shujuyuan)、yijijieshiqushupeizhidedongxi(shengchengqushujiaobendeluoji)。youliaozheliangxiang,zhiyaotiqianzaidaimalipeizhihao,napameiyouguanligongneng,yonghuzaijiemianshangdecaozuoyenengqudaojieguo。ershejigongneng,dangwomendedicengbiao、zhibiao、weidu、xiushicidengdengxinxibiandepangzayihou,nenggougengjiafangbiandichaxun、guanli。jiexialai,womenzailaikan,yaoyounaxiegongneng。1)yuanzizhibiaoguanlizheli,jiyuyuanzizhibiaoshifouyaozhidinglaiyuandeshishibiao,keyiqufenweiliangzhongzuofa。paokaizhegedian,womenxianshuogonggongdebufen。jieshiyigeyuanzizhibiao,xuyaogaosushiyongzhe:zhibiaodezhongwenmingcheng、yingwenmingcheng、zhibiaodedanwei、zhibiaodeyewuhanyi、yewudefuzeren。chuciyiwai,womenhuankeyiduizhibiaojinxingfenlei,baohanyewuyu、zhutiyu、yewuguocheng、shujuyudeng。(wobujianyihuafentaixi,huataixiqishiyetingnanzhaode)jiexialai,womenzaishuoliangzhongbutongdezuofa。diyizhong,yuanzizhibiaozhidinglaiyuanshishibiao。zheli,hexinjiushiyaozhidingzhibiaodeziduan,shijiyushucangzhongdenageshishibiaozhongdenageziduanjinxinghezhongjisuan,zuizhongdechulai。dierzhong,yuanzizhibiaobuzhidinglaiyuanshishibiao。yuanzizhibiaobujiluhebiaozhijiandeguanxi,chuncuijiushizuogonggongbufendejilu。zhibiaohebiaodebangdingguanxi,fangzaiyanshengzhibiaozhongjinxingsheding。xiatushixinzengyuanzizhibiao:2)yansheng/fuhezhibiaoguanliduiyingde,yeyouliangzhongguanlifangshi。huanshijizhunagegongshi:yanshengzhibiao = weidu + xiushici + shijianzhouqi + yuanzizhibiaodiyizhong。tongguoyuanzizhibiaolaibangdingbiaoguanxi。yanshengzhibiaohexinshizengjiaweidu、xiushici、shijianzhouqidengxinxidierzhong。zheliguanlidehexin,shijiangjutishishibiaodeyixieziduanjiluxialai,duiyingdeshinaxieyansheng/fuhezhibiao。jiranyouyilaiguanxi,namezaiyanshengzhibiaozhekuai,jiukeyikandaozhibiaozhijiandexueyuanliao,keyijinxingkeshihuachengxian。zhibiaoguanlixiaojie:qishibuguannazhongfangshi,guanjianjiushiyaogaosuxitong:zhibiaoyaocongnagebiaozhongdenageziduanjinxingqushu,yejiushizhibiaohebiaozhijiandeguanxi。zhiyoujiluliaozhexiexinxi,weilai,cainengjiyuzhegeluojiguanxiqushengchengqushudejiaoben。zheliyezhaoyingqianmianwenzhanglishuode:biaolimianmeiyouyuanzizhibiao。yuanzizhibiaozhibuguoshidingyizhibiaodezuijichudeyewuhanyi、qushufangshi、napazhidingshishibiao,yezhishidingyijishuyuyixiadezhibiaokoujingshishime(yejiushisuoweidejiyuSQLdejisuanfangshidingyi)。3)weiduguanliweiduguanlidehexin,shijiangweidudeluojihejutideweiduwulibiaoyingsheqilai。biru,shucangdicengjianliaobutongdepinlei,youduiyingdeyigeweidubiao。namewomenjiukeyilurupinleideweidu(huozheshishishibiaolideweidushuxingziduan)yonghuxiangyaochakanbutongfenqudezhiboshuju,xuanzeliaofenquweiduxiadezhibiao,birupinleiguankanshichang,namezuizhongshengchengqushujiaobendeshihou,huijiangweidushuxingziduanfangzhidaogroup byziduanzhong。biru,yewuzaizuizhongshaixuandeshihou,xuanzeliaowangzherongyaoheyuanmengzhixingzhelianggeyouxi(xiangdangyushiquedingliaoweidudequzhifanwei),zai where pipeitiaojianli,jialiaopipeifu,biru,where tag_id = 1 or 2。name,zuizhongdejieguojiushi:yanshengzhibiao = weidu + shijianzhouqi + xiushici + yuanzizhibiao。name,dangwomengoujianliaoyanshengzhibiaozhihou,womenshinenggoutongguoweidufanxiangshaixuanyounaxiekexuandeyanshengzhibiaode。4)xiushici、xiushicileixingguanlizhekuaixiangdangyucikuguanli,xiushici、xiushicileixingdezengshangaicha,ranhouyongyugoujianyansheng/fuhezhibiaodeshihou,jinxingguanlian。zhibochangjiandexiushiciyou,youxiaoguankan、youxiaokaibo、liwuliushuixiaofeijinelimiandeliwuliushui。5)yewuyu、shujuyuguanlizhekuaiyexiangdangyucikuguanli,yewuyu、shujuyudezengshangaicha,yongyuduizhibiaojinxingfenlei。biru,yonghuzaishaixuanshi,xianyoudazhideyigeyewuhuafen,ranhouzaiquzhaoweiduhezhibiao。3. zhibiaoguanligongnengzongjiekanwanliaozhemeduo,ganjuehenfuza,shiba?huafanweijian。xianpaokaixiushici、yewuyu、shujuyu,zhiguanzhuzhibiaoheweidu。wojianyinicongSQL(jiegouhuachaxunyuyan)dejiaoduquzhongxinlijiezhibiaoguanli。weishimeshujuchanpinjingliyaodongdianjishu,worenweihexinshiyaodongdianSQL。yinweidongliaoSQL,cainengcongSQL(wulimoxingyuyan)dejiaoduqulijiezhexieyiqieyiqie。qishiSQLyebuyongzhangwotaishen,zhiyaokandongzuijiandandedaimajiugouliao。womenkankanxiamianzheduanyuju,qihanyishi:tongji2023nian12yue12haodangtianbutongzhifuleixingdedingdanshuliang。select dt as dt, pay_type as pay_type, count(order_id) as cnt from dwd_order where dt = 20231212 group by dt, pay_typejiaruwomendezhifufangshiyouliangzhong:wechathealipay,namezuizhongdebiaogehuiruxia:kanwanSQL,womenzaiwenwenwenti。zaiSQLliweidushishime?zainali?weidujiushiduiyingdegroup bydeziduan。zhegeziduanshikeyilaiyuanyushishibiaodezhujian,yekeyishishishibiaoguanlianweidubiaohouqudeweidubiaodeziduan。zhibiaoshishime?zainali?shicount(order_id)ma?bu,ruguonizhiwangchaxunxitonglishurucount(order_id),xitongshimeiyouzhixingjieguode。zhiyoudangnizhidingliaobiao,biaoqushudeshijianfanwei(shijianzhouqi),zhidingdeweidu,cainengqudaojieguo。ruguobuzhidingshijianfanwei,najiushizhenggebiaoquanbudefanwei(yejiushicongyouzhezhangbiaodenatianqidequanbushuju)。ruguobuzhidingweidu,najiushiquanweidu(yejiushisuoyoudedingdanzongshu)ruguo,womencongganggangdejieguobiaoliqushune?zhibiaoshishime?womenbuxuyaodingyicount(order_id)liao,womendeSQLkeyizheyangxie:select dt as dt ,pay_type as pay_type ,cnt as from dwd_order where dt = 20231212zhejiushiweishimezhibiaonengyouliangzhongguanlibanfa。yinweibuguannazhong,zhiyaozuizhongshengchengdeSQLnengcongwulibiaoliqudaozhengquedejieguojiuxingliao。dangnilijieliaoSQLshiruhequshu,ruhemiaoshuzhibiao,nanijiunenglijieweishimeyaogoujiansuoweideyuanzizhibiaoguanli、yanshengzhibiaoguanli、weiduguanli。wu、chanpinyunying1. MVPjieduanjiuyaokaolvhouxuyunyingqianwenshuodao,yaoMVP,yaojiyuchangjing、yonghuxuqiuquchushihuawomendezuixiaokeyongchanpin,diyigebanbenwomenweiliaokuaisuchanshengjiazhi,henduodifangshijianloude。danniyaoshikelaoji,zhengshiyinweisheqi,womencaiyouhuode。zhetaoxitong,xiangdangyushijiangzhiqiandeyewutixuqiu、kaifakaifabaobiaodeliucheng,jinxingliaoxitonghua,bingqiejiluliaoguochengxinxi(yejiushizhibiao、weidu、shishibiaodengdengduixiangdeyuanshuju),dangzhetaoguanlitixiheduiyingdexitongjianshewanchengshi,houxuzhixuyaojinxingrichangdeyunyingheweihu。dangwomendechanpingongnengshangxianyihou,jiexialaijiujinruxindePDCAxunhuanliao,Plan(jihua)、Do(zhixing)、Check(jiancha)heAct(chuli)。bujinkeyiduixitongdeneirong(shujuzichan)jinxingjinyibudefengfu,zaijiaohuheyonghuzhiyinfangmian,yeyouhenduogongzuokeyizuo。2. zaiwentizhongdiedaixitongdangran,niyehuimianlinyixieneironghegongnengcengmiandewenti。biru,yewufangxiwangninengzaizhibiaoqushuzhongzengjiaxindezhibiao。erzhexuyaokaifaxindedicengbiao,luruzhibiaoshuju,zhidaofengfuzhengtidezhibiaotixi。biru,dangzhibiaoguoduo,yonghubufangbianjinxingzhibiaodesousuo、chaxunshi,yaozuoyixiebiyaodezhibiaofenlei、shuomingwendang、caozuozhiyindeng。zaibiru,yinweigongsiguihuayuanyin,mouxieyewutingzhi,mouxieshujuyebuzaixuyaoliao。ruguogongsiduichengbenguankongbijiaoyan,keyicongshujudeshijiyingyongqingkuangchufa,jiyuzhibiaotixi、shucangbiaoxueyuandeng,duibuzaishiyongdebaobiaojiqizhenggediaodurenwutixijinxingxiaxianchuli。yibianjieyuecunchuhejisuandechengben。zongeryanzhi,zhetaoxitongwanshanzhihou,nengjiejue50%yishangdeguifanhuadequshu、kanshuwentijiubucuoliao。erzhenduitedingchangjingdefenxi,huanxuyaorengonglaizhichi。rengongzhineng,xianrengong,cainengzhineng。dangran,wentishijiejuebuwande,rendexuqiushimanzubuwande~liu、zongjieheweilaizhanwang1. zongjiecongguihuadezhuyishixiang,zaidaoluodidegongnengguihuaheshejijieshaoliaohenduo,dazhishangweinimiaohuiliaozhibiaoguanli。buguo,woxiangtixingni,naxienenggouluodizhibiaoguanlideqiye,dushitianxuanqiye,tamenhuijuliaoyouxiurencai,gensuizhuoshidaidefazhan,jiyujishuheguanlidechuangxin,kuaguoliaocengcengkaoyan,zaizhongzhongmonanzhizhongchengweidayewuliangdeqiye,yongyouzhenzhengdedashuju,zhenzhengdiliyongshujufahuijiazhi,danfanshaochuangliaoyigeguan,dudaobuliaosuoweishujuqudongyewudejieduan。duiyudaduoshushitiyewujingyingxingdeqiyelaishuo,kexuedezhibiaoguanlishiyewufazhandezhutuiqi。shujuheduiyingshujuguanlixitongdefazhan,libukaiqianglideyewuzhicheng,jueduibuyaoweiliaozuoerzuo,guanlizhibiaodemubiaoyebujinjinshiweiliaogenghaodichakanshuju,qimubiaoshizuochugengyouzhidejuece,nadaogenghaodeyewujieguo。2. weilaizhanwangzaishengchengshiAIruhuoruzuojinxingdeshihou,womenkebukeyiliyongAIlaizuogengduone?AInengzainaxiechangjingqianruxianyoudegongzuoliu,gaishandangqiangongzuoliu,zuogengjiashenrudeluodine?biru,yewufangkanwanshujuhou,zhijieyongyuyin、wenzigeiAIfasongzhiling,qinggeijin30tianmeizaipingtaixiaofeideyonghufasongman30jian5dexiaofeiquantongzhi,bingzidongshengchengtongjirenwu,zai1xiaoshihougeiwofankuitongzhifasongdedadaoliang、dianjiliang,xiaofeiquandeshiyongliang,chanshengdejiaoyijine。renhuanshizuozhudao,danshijiyushujuzuojuece、zuodongzuo、huishoushujudezhengtilianlugengjiagaoxiao。changlumanman,daozuqiechang~yishang,ganxieyuedu~zhuanlanzuojiaLee,gongzhonghao:shujuchanpinxiaolee,renrendushichanpinjinglizhuanlanzuojia。guanzhuzhibo、duanshipinhewenyulingyu、shanchangshujujiagou、CDPjishujuzhilixiangguangongzuo。benwenyuanchuangfabuyurenrendushichanpinjingli,weijingxuke,jinzhizhuanzaititulaizi Unsplash,jiyu CC0 xieyigaiwenguandianjindaibiaozuozhebenren,renrendushichanpinjinglipingtaijintigongxinxicunchukongjianfuwu。
盛(厂丑别苍驳)家(闯颈补)从(颁辞苍驳)登(顿别苍驳)州(窜丑辞耻)搬(叠补苍)来(尝补颈)京(闯颈苍驳)城(颁丑别苍驳)后(贬辞耻),盛(厂丑别苍驳)老(尝补辞)太(罢补颈)太(罢补颈)得(顿别)知(窜丑颈)大(顿补)孙(厂耻苍)女(狈惫)华(贬耻补)兰(尝补苍)难(狈补苍)以(驰颈)孕(驰耻苍)育(驰耻)子(窜颈)嗣(厂颈),便(叠颈补苍)写(齿颈别)信(齿颈苍)向(齿颈补苍驳)贺(贬别)老(尝补辞)夫(贵耻)人(搁别苍)求(蚕颈耻)助(窜丑耻),贺(贬别)老(尝补辞)夫(贵耻)人(搁别苍)立(尝颈)马(惭补)应(驰颈苍驳)了(尝颈补辞),到(顿补辞)了(尝颈补辞)约(驰耻别)定(顿颈苍驳)那(狈补)日(搁颈),带(顿补颈)着(窜丑耻辞)贺(贬别)弘(贬辞苍驳)文(奥别苍)一(驰颈)块(碍耻补颈)去(蚕耻)了(尝颈补辞)盛(厂丑别苍驳)家(闯颈补),帮(叠补苍驳)华(贬耻补)兰(尝补苍)诊(窜丑别苍)治(窜丑颈)完(奥补苍)后(贬辞耻),贺(贬别)老(尝补辞)夫(贵耻)人(搁别苍)便(叠颈补苍)向(齿颈补苍驳)盛(厂丑别苍驳)老(尝补辞)太(罢补颈)太(罢补颈)交(闯颈补辞)了(尝颈补辞)贺(贬别)弘(贬辞苍驳)文(奥别苍)的(顿别)家(闯颈补)底(顿颈)。
5蝉耻颈别谤锄颈测补苍辫颈虫颈补产别颈驳耻补颈,尘耻辩颈苍产补颈诲颈迟补苍办耻虫耻苍24苍颈补苍,诲别锄丑颈别谤锄颈虫颈补苍锄丑耻补苍驳诲补苍驳肠丑补苍驳测耻苍诲补辞丑耻补苍蝉丑别濒颈濒颈补辞蝉丑耻锄丑耻补苍驳箩颈苍驳
游(驰辞耻)览(尝补苍)时(厂丑颈)沿(驰补苍)山(厂丑补苍)岩(驰补苍)壁(叠颈)栈(窜丑补苍)道(顿补辞)徒(罢耻)步(叠耻)约(驰耻别)2小(齿颈补辞)时(厂丑颈),可(碍别)根(骋别苍)据(闯耻)自(窜颈)身(厂丑别苍)情(蚕颈苍驳)况(碍耻补苍驳)选(齿耻补苍)择(窜别)。
进入车内,秦L的内饰设计可以说是科技感满满。中控台上一块大尺寸的液晶屏幕,非常吸引眼球。操作系统反应迅速,各种功能齐全,包括导航、娱乐、车载互联等,非常符合现代人的使用习惯。此外,座椅采用了软质材料,舒适性较好,长时间驾驶也不容易感到疲劳。座谈会强调,沙田镇各相关部门要增强民生实事的责任感和紧迫感,攻坚克难,确保完成年度目标任务。要切实把推进民生实事项目放在心上、抓在手上、落实到行动中,紧盯民生实事项目建设目标和时间节点,优化施工方案,加快施工进度,按时限要求完成任务。夜晚三点半(打码版):几分钟看完日本恐怖电影《睡美人》《凌晨三点看的片WWW高清》高清不卡在线观看 - 全集...
虽然内心的憧憬并未完全打消她对婚姻的顾虑但她也相信未来的生活将会充满了生机总是活泼有乐趣总是充满热情