Python笔记-Json转DataFrame（基金主题Json数据）

关于基金主题数据如何获取，在后面的博文中会介绍，这里只介绍下，Json数据转DataFrame方便进行数据分析。

从互联网中得到的json数据如下：

{"Data":{"hy":[{"IndexCode":"817008","BKCode":"BK0429","BKName":"交运设备","TradeDate":"/Date(1642348800000-0000)/","NewPrice":8092.45,"ZDF":2.01,"ZS_3":-0.03,"ZS_5":0.05,"Cinflow":10036722,"SYL_W":1.1311,"SYL_M":2.9988,"SYL_Q":13.0276,"SYL_1N":14.898,"SYL_JN":1.3487,"Cinflow_W":-837861554,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":6,"TYPE":"1"},{"IndexCode":"817012","BKCode":"BK0438","BKName":"食品饮料","TradeDate":"/Date(1642348800000-0000)/","NewPrice":27258.24,"ZDF":0.13,"ZS_3":0.01,"ZS_5":0.09,"Cinflow":-726734144,"SYL_W":-0.4119,"SYL_M":3.9976,"SYL_Q":9.4295,"SYL_1N":7.706,"SYL_JN":0.881,"Cinflow_W":-5605143360,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":2,"TYPE":"1"},{"IndexCode":"817017","BKCode":"BK0451","BKName":"房地产开发","TradeDate":"/Date(1642348800000-0000)/","NewPrice":14331.09,"ZDF":0.38,"ZS_3":0,"ZS_5":0.09,"Cinflow":-274966720,"SYL_W":-1.6409,"SYL_M":5.4224,"SYL_Q":9.5946,"SYL_1N":12.3021,"SYL_JN":3.6303,"Cinflow_W":-4255166560,"LZTS":0,"LDTS":1,"JLRTS":0,"JLCTS":5,"TYPE":"1"},{"IndexCode":"817018","BKCode":"BK0454","BKName":"塑料制品","TradeDate":"/Date(1642348800000-0000)/","NewPrice":12911.51,"ZDF":1.31,"ZS_3":-0.04,"ZS_5":0.06,"Cinflow":-7067584,"SYL_W":1.3699,"SYL_M":1.9829,"SYL_Q":16.0322,"SYL_1N":27.5325,"SYL_JN":1.1767,"Cinflow_W":-1040491112,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":0,"TYPE":"1"},{"IndexCode":"817024","BKCode":"BK0465","BKName":"化学制药","TradeDate":"/Date(1642348800000-0000)/","NewPrice":32927.64,"ZDF":1.55,"ZS_3":0.02,"ZS_5":0.08,"Cinflow":-760694784,"SYL_W":7.0704,"SYL_M":17.3475,"SYL_Q":18.64,"SYL_1N":28.9915,"SYL_JN":6.5688,"Cinflow_W":-4419691792,"LZTS":1,"LDTS":0,"JLRTS":1,"JLCTS":0,"TYPE":"1"},{"IndexCode":"817027","BKCode":"BK0473","BKName":"证券","TradeDate":"/Date(1642348800000-0000)/","NewPrice":132006.58,"ZDF":0.19,"ZS_3":-0.02,"ZS_5":0,"Cinflow":-183986320,"SYL_W":-2.4079,"SYL_M":-4.6107,"SYL_Q":-0.7838,"SYL_1N":-8.7758,"SYL_JN":-3.9232,"Cinflow_W":-7451563904,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":10,"TYPE":"1"},{"IndexCode":"817028","BKCode":"BK0474","BKName":"保险","TradeDate":"/Date(1642348800000-0000)/","NewPrice":958.59,"ZDF":-0.09,"ZS_3":-0.06,"ZS_5":-0.01,"Cinflow":-443230912,"SYL_W":-3.3894,"SYL_M":-0.1542,"SYL_Q":-5.2243,"SYL_1N":-35.4476,"SYL_JN":-0.4548,"Cinflow_W":-2335256848,"LZTS":0,"LDTS":3,"JLRTS":0,"JLCTS":5,"TYPE":"1"},{"IndexCode":"817029","BKCode":"BK0475","BKName":"银行","TradeDate":"/Date(1642348800000-0000)/","NewPrice":2965.94,"ZDF":-0.12,"ZS_3":-0.09,"ZS_5":-0.01,"Cinflow":-1109561152,"SYL_W":-0.7808,"SYL_M":2.2964,"SYL_Q":-0.6089,"SYL_1N":-5.7986,"SYL_JN":2.6028,"Cinflow_W":-4642330544,"LZTS":0,"LDTS":1,"JLRTS":0,"JLCTS":3,"TYPE":"1"},{"IndexCode":"817032","BKCode":"BK0478","BKName":"有色金属","TradeDate":"/Date(1642348800000-0000)/","NewPrice":15178.31,"ZDF":1.11,"ZS_3":-0.03,"ZS_5":0.03,"Cinflow":-228097760,"SYL_W":1.3933,"SYL_M":0.3833,"SYL_Q":6.2467,"SYL_1N":65.2716,"SYL_JN":-0.3308,"Cinflow_W":-911734160,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":2,"TYPE":"1"},{"IndexCode":"817033","BKCode":"BK0479","BKName":"钢铁行业","TradeDate":"/Date(1642348800000-0000)/","NewPrice":7872.06,"ZDF":0.19,"ZS_3":-0.05,"ZS_5":-0.06,"Cinflow":-141384272,"SYL_W":-3.358,"SYL_M":-0.8959,"SYL_Q":-4.6874,"SYL_1N":46.5286,"SYL_JN":0.6113,"Cinflow_W":-4618616720,"LZTS":0,"LDTS":3,"JLRTS":0,"JLCTS":5,"TYPE":"1"},{"IndexCode":"817034","BKCode":"BK0480","BKName":"航天航空","TradeDate":"/Date(1642348800000-0000)/","NewPrice":45995.72,"ZDF":2.05,"ZS_3":0.02,"ZS_5":0.03,"Cinflow":258252144,"SYL_W":-0.2907,"SYL_M":-6.0189,"SYL_Q":3.4599,"SYL_1N":1.3061,"SYL_JN":-7.8969,"Cinflow_W":-2225825424,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":2,"TYPE":"1"},{"IndexCode":"817035","BKCode":"BK0481","BKName":"汽车零部件","TradeDate":"/Date(1642348800000-0000)/","NewPrice":29342.34,"ZDF":2.13,"ZS_3":0,"ZS_5":0.05,"Cinflow":115466768,"SYL_W":4.7817,"SYL_M":3.159,"SYL_Q":25.1052,"SYL_1N":45.2987,"SYL_JN":3.2982,"Cinflow_W":-1714158832,"LZTS":1,"LDTS":0,"JLRTS":1,"JLCTS":0,"TYPE":"1"},{"IndexCode":"817041","BKCode":"BK0538","BKName":"化学制品","TradeDate":"/Date(1642348800000-0000)/","NewPrice":26225.3,"ZDF":1.21,"ZS_3":0.02,"ZS_5":0.07,"Cinflow":-45011328,"SYL_W":1.1292,"SYL_M":1.4092,"SYL_Q":11.9732,"SYL_1N":65.6494,"SYL_JN":-0.0518,"Cinflow_W":-2440956240,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":2,"TYPE":"1"},{"IndexCode":"817047","BKCode":"BK0727","BKName":"医疗服务","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1492.88,"ZDF":-0.13,"ZS_3":0,"ZS_5":0.06,"Cinflow":-584936224,"SYL_W":1.1053,"SYL_M":-0.1899,"SYL_Q":0.4447,"SYL_1N":6.149,"SYL_JN":-1.6367,"Cinflow_W":-2326019360,"LZTS":1,"LDTS":0,"JLRTS":0,"JLCTS":4,"TYPE":"1"},{"IndexCode":"817048","BKCode":"BK0728","BKName":"环保行业","TradeDate":"/Date(1642348800000-0000)/","NewPrice":478.29,"ZDF":1.4,"ZS_3":0.04,"ZS_5":0.1,"Cinflow":-57019376,"SYL_W":-1.0407,"SYL_M":-0.8335,"SYL_Q":9.1239,"SYL_1N":21.7488,"SYL_JN":-0.0982,"Cinflow_W":-2741694157,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":6,"TYPE":"1"},{"IndexCode":"817051","BKCode":"BK0731","BKName":"化肥行业","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1354.79,"ZDF":0.02,"ZS_3":0.05,"ZS_5":0.14,"Cinflow":-250986720,"SYL_W":-1.1744,"SYL_M":-3.5579,"SYL_Q":1.6057,"SYL_1N":103.6513,"SYL_JN":-4.0306,"Cinflow_W":-2703938128,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":3,"TYPE":"1"},{"IndexCode":"817052","BKCode":"BK0732","BKName":"贵金属","TradeDate":"/Date(1642348800000-0000)/","NewPrice":707.83,"ZDF":-0.93,"ZS_3":0.03,"ZS_5":0.09,"Cinflow":-381444639,"SYL_W":3.4824,"SYL_M":0.9974,"SYL_Q":3.4446,"SYL_1N":21.1022,"SYL_JN":4.2091,"Cinflow_W":567470377,"LZTS":0,"LDTS":1,"JLRTS":0,"JLCTS":1,"TYPE":"1"},{"IndexCode":"817057","BKCode":"BK0737","BKName":"软件开发","TradeDate":"/Date(1642348800000-0000)/","NewPrice":900.45,"ZDF":5.97,"ZS_3":0.02,"ZS_5":0.09,"Cinflow":3392579968,"SYL_W":4.3528,"SYL_M":6.9418,"SYL_Q":18.7443,"SYL_1N":23.125,"SYL_JN":4.8388,"Cinflow_W":-834951872,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":8,"TYPE":"1"},{"IndexCode":"817059","BKCode":"BK0739","BKName":"工程机械","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1163,"ZDF":0.86,"ZS_3":0.03,"ZS_5":0.13,"Cinflow":-331330503,"SYL_W":-2.7226,"SYL_M":-2.078,"SYL_Q":12.661,"SYL_1N":45.3514,"SYL_JN":-1.0457,"Cinflow_W":-2771214055,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":5,"TYPE":"1"},{"IndexCode":"817061","BKCode":"BK0910","BKName":"专用设备","TradeDate":"/Date(1642348800000-0000)/","NewPrice":2150.77,"ZDF":1.83,"ZS_3":-0.02,"ZS_5":0.05,"Cinflow":-153602416,"SYL_W":0.2354,"SYL_M":-1.1463,"SYL_Q":15.5328,"SYL_1N":46.5781,"SYL_JN":-1.4394,"Cinflow_W":-4210354176,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":0,"TYPE":"1"}],"gn":[{"IndexCode":"861003","BKCode":"BK0492","BKName":"煤化工","TradeDate":"/Date(1642348800000-0000)/","NewPrice":9433.9,"ZDF":0.71,"ZS_3":0.02,"ZS_5":0.03,"Cinflow":-551503728,"SYL_W":-1.8977,"SYL_M":-3.6442,"SYL_Q":2.1137,"SYL_1N":78.5577,"SYL_JN":-1.8956,"Cinflow_W":-6220662064,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":15,"TYPE":"2"},{"IndexCode":"861004","BKCode":"BK0493","BKName":"新能源","TradeDate":"/Date(1642348800000-0000)/","NewPrice":14932.33,"ZDF":0.81,"ZS_3":-0.01,"ZS_5":0.06,"Cinflow":-321293312,"SYL_W":-0.7008,"SYL_M":-7.1519,"SYL_Q":8.1354,"SYL_1N":52.7392,"SYL_JN":-5.2738,"Cinflow_W":-11600175360,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":2,"TYPE":"2"},{"IndexCode":"861005","BKCode":"BK0494","BKName":"节能环保","TradeDate":"/Date(1642348800000-0000)/","NewPrice":11227.52,"ZDF":1.34,"ZS_3":0,"ZS_5":0.07,"Cinflow":-937347696,"SYL_W":-0.4023,"SYL_M":-1.1571,"SYL_Q":12.0613,"SYL_1N":37.7781,"SYL_JN":-0.7812,"Cinflow_W":-15057446864,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":6,"TYPE":"2"},{"IndexCode":"861020","BKCode":"BK0512","BKName":"化工原料","TradeDate":"/Date(1642348800000-0000)/","NewPrice":23501.26,"ZDF":0.51,"ZS_3":0.01,"ZS_5":0.03,"Cinflow":-388152624,"SYL_W":-0.0873,"SYL_M":-0.5378,"SYL_Q":8.3658,"SYL_1N":78.3594,"SYL_JN":-0.9808,"Cinflow_W":-4657964064,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":9,"TYPE":"2"},{"IndexCode":"861024","BKCode":"BK0519","BKName":"稀缺资源","TradeDate":"/Date(1642348800000-0000)/","NewPrice":19126.59,"ZDF":0.5,"ZS_3":-0.01,"ZS_5":0.04,"Cinflow":-1365311696,"SYL_W":-0.481,"SYL_M":-3.7265,"SYL_Q":-4.369,"SYL_1N":69.7966,"SYL_JN":-1.4432,"Cinflow_W":-2775808208,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":2,"TYPE":"2"},{"IndexCode":"861038","BKCode":"BK0547","BKName":"黄金概念","TradeDate":"/Date(1642348800000-0000)/","NewPrice":10684.16,"ZDF":-0.15,"ZS_3":0,"ZS_5":0.05,"Cinflow":-794818960,"SYL_W":0.9852,"SYL_M":1.4849,"SYL_Q":3.607,"SYL_1N":33.3934,"SYL_JN":1.6469,"Cinflow_W":-945428928,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":2,"TYPE":"2"},{"IndexCode":"861039","BKCode":"BK0548","BKName":"生物疫苗","TradeDate":"/Date(1642348800000-0000)/","NewPrice":34306.14,"ZDF":0.21,"ZS_3":-0.02,"ZS_5":0.02,"Cinflow":-800267040,"SYL_W":0.6353,"SYL_M":6.6615,"SYL_Q":8.2472,"SYL_1N":12.6106,"SYL_JN":2.189,"Cinflow_W":-3123317744,"LZTS":1,"LDTS":0,"JLRTS":1,"JLCTS":0,"TYPE":"2"},{"IndexCode":"861043","BKCode":"BK0552","BKName":"机构重仓","TradeDate":"/Date(1642348800000-0000)/","NewPrice":13188.77,"ZDF":1.27,"ZS_3":-0.01,"ZS_5":0.06,"Cinflow":-3216249856,"SYL_W":0.9803,"SYL_M":1.2856,"SYL_Q":9.8477,"SYL_1N":27.5185,"SYL_JN":0.5734,"Cinflow_W":-34866246400,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":9,"TYPE":"2"},{"IndexCode":"861045","BKCode":"BK0554","BKName":"物联网","TradeDate":"/Date(1642348800000-0000)/","NewPrice":11443.53,"ZDF":3.9,"ZS_3":0,"ZS_5":0.06,"Cinflow":4620670208,"SYL_W":3.3426,"SYL_M":2.5773,"SYL_Q":14.7898,"SYL_1N":29.1593,"SYL_JN":1.9952,"Cinflow_W":-6935571456,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":6,"TYPE":"2"},{"IndexCode":"861047","BKCode":"BK0561","BKName":"基本金属","TradeDate":"/Date(1642348800000-0000)/","NewPrice":22648.85,"ZDF":0.6,"ZS_3":-0.05,"ZS_5":0,"Cinflow":-513593088,"SYL_W":0.8934,"SYL_M":-0.1071,"SYL_Q":1.8285,"SYL_1N":50.0872,"SYL_JN":0.3528,"Cinflow_W":8167792,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":2,"TYPE":"2"},{"IndexCode":"861054","BKCode":"BK0571","BKName":"预盈预增","TradeDate":"/Date(1642348800000-0000)/","NewPrice":4339.22,"ZDF":1.23,"ZS_3":-0.01,"ZS_5":0.04,"Cinflow":-4021110784,"SYL_W":1.3533,"SYL_M":0.3028,"SYL_Q":8.2937,"SYL_1N":35.0255,"SYL_JN":-0.139,"Cinflow_W":-24507734016,"LZTS":1,"LDTS":0,"JLRTS":1,"JLCTS":0,"TYPE":"2"},{"IndexCode":"861057","BKCode":"BK0574","BKName":"锂电池","TradeDate":"/Date(1642348800000-0000)/","NewPrice":3587.97,"ZDF":1.55,"ZS_3":-0.02,"ZS_5":0.03,"Cinflow":449393152,"SYL_W":1.187,"SYL_M":-5.2301,"SYL_Q":6.3783,"SYL_1N":76.1235,"SYL_JN":-3.7794,"Cinflow_W":-5223724288,"LZTS":1,"LDTS":0,"JLRTS":1,"JLCTS":0,"TYPE":"2"},{"IndexCode":"861068","BKCode":"BK0588","BKName":"太阳能","TradeDate":"/Date(1642348800000-0000)/","NewPrice":3197.94,"ZDF":1.09,"ZS_3":0,"ZS_5":0.06,"Cinflow":838799616,"SYL_W":-0.3918,"SYL_M":-7.5015,"SYL_Q":8.1039,"SYL_1N":57.859,"SYL_JN":-5.785,"Cinflow_W":-15296360704,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":2,"TYPE":"2"},{"IndexCode":"861072","BKCode":"BK0592","BKName":"铁路基建","TradeDate":"/Date(1642348800000-0000)/","NewPrice":2038.67,"ZDF":1.95,"ZS_3":-0.01,"ZS_5":0.04,"Cinflow":-77000176,"SYL_W":1.5319,"SYL_M":2.933,"SYL_Q":15.1869,"SYL_1N":32.0365,"SYL_JN":2.1352,"Cinflow_W":-3716296000,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":5,"TYPE":"2"},{"IndexCode":"861077","BKCode":"BK0597","BKName":"水利建设","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1443.01,"ZDF":1.27,"ZS_3":0.02,"ZS_5":0.05,"Cinflow":-382479568,"SYL_W":-1.9514,"SYL_M":2.3259,"SYL_Q":14.9818,"SYL_1N":34.867,"SYL_JN":1.2163,"Cinflow_W":-6311498320,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":6,"TYPE":"2"},{"IndexCode":"861079","BKCode":"BK0600","BKName":"参股新三板","TradeDate":"/Date(1642348800000-0000)/","NewPrice":2142.12,"ZDF":1.98,"ZS_3":0,"ZS_5":0.07,"Cinflow":460009168,"SYL_W":1.3412,"SYL_M":2.9653,"SYL_Q":13.4363,"SYL_1N":26.8367,"SYL_JN":1.3393,"Cinflow_W":-2601799440,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":8,"TYPE":"2"},{"IndexCode":"861094","BKCode":"BK0615","BKName":"中药概念","TradeDate":"/Date(1642348800000-0000)/","NewPrice":2312.26,"ZDF":-0.34,"ZS_3":-0.01,"ZS_5":0.08,"Cinflow":-2573887488,"SYL_W":1.9349,"SYL_M":21.3581,"SYL_Q":25.2328,"SYL_1N":42.1294,"SYL_JN":3.7334,"Cinflow_W":-9719655024,"LZTS":1,"LDTS":0,"JLRTS":1,"JLCTS":0,"TYPE":"2"},{"IndexCode":"861110","BKCode":"BK0634","BKName":"大数据","TradeDate":"/Date(1642348800000-0000)/","NewPrice":3831.7,"ZDF":5.05,"ZS_3":0.01,"ZS_5":0.07,"Cinflow":6643490560,"SYL_W":4.277,"SYL_M":5.7324,"SYL_Q":18.5642,"SYL_1N":24.1599,"SYL_JN":5.2246,"Cinflow_W":-7477985792,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":8,"TYPE":"2"},{"IndexCode":"861114","BKCode":"BK0638","BKName":"创业成份","TradeDate":"/Date(1642348800000-0000)/","NewPrice":2592.96,"ZDF":1.46,"ZS_3":0.01,"ZS_5":0.01,"Cinflow":-551344128,"SYL_W":1.092,"SYL_M":-3.757,"SYL_Q":2.8483,"SYL_1N":5.3548,"SYL_JN":-3.507,"Cinflow_W":-5242522368,"LZTS":1,"LDTS":0,"JLRTS":0,"JLCTS":2,"TYPE":"2"},{"IndexCode":"861117","BKCode":"BK0641","BKName":"智能穿戴","TradeDate":"/Date(1642348800000-0000)/","NewPrice":2651.78,"ZDF":2.68,"ZS_3":0.02,"ZS_5":0.05,"Cinflow":607920128,"SYL_W":1.7114,"SYL_M":2.3024,"SYL_Q":15.466,"SYL_1N":18.9934,"SYL_JN":-0.2997,"Cinflow_W":-6852251456,"LZTS":1,"LDTS":0,"JLRTS":0,"JLCTS":8,"TYPE":"2"},{"IndexCode":"861118","BKCode":"BK0642","BKName":"手游概念","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1078.53,"ZDF":2.51,"ZS_3":-0.04,"ZS_5":0.06,"Cinflow":370721424,"SYL_W":0.8396,"SYL_M":5.9533,"SYL_Q":25.8847,"SYL_1N":34.5304,"SYL_JN":2.7876,"Cinflow_W":-3676804832,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":7,"TYPE":"2"},{"IndexCode":"861120","BKCode":"BK0644","BKName":"特斯拉","TradeDate":"/Date(1642348800000-0000)/","NewPrice":4386.43,"ZDF":2.44,"ZS_3":0,"ZS_5":0.05,"Cinflow":820772096,"SYL_W":3.3254,"SYL_M":0.1596,"SYL_Q":18.4075,"SYL_1N":42.2051,"SYL_JN":0.0764,"Cinflow_W":-1920681216,"LZTS":1,"LDTS":0,"JLRTS":1,"JLCTS":0,"TYPE":"2"},{"IndexCode":"861136","BKCode":"BK0666","BKName":"苹果概念","TradeDate":"/Date(1642348800000-0000)/","NewPrice":2745.38,"ZDF":2.57,"ZS_3":-0.01,"ZS_5":0.03,"Cinflow":1449923840,"SYL_W":1.0568,"SYL_M":-1.1739,"SYL_Q":15.091,"SYL_1N":21.7847,"SYL_JN":-2.4035,"Cinflow_W":-3954126736,"LZTS":1,"LDTS":0,"JLRTS":0,"JLCTS":2,"TYPE":"2"},{"IndexCode":"861139","BKCode":"BK0668","BKName":"医疗器械概念","TradeDate":"/Date(1642348800000-0000)/","NewPrice":4079.44,"ZDF":0.17,"ZS_3":0.01,"ZS_5":0.07,"Cinflow":-4235271680,"SYL_W":3.0536,"SYL_M":10.1985,"SYL_Q":18.2135,"SYL_1N":25.7732,"SYL_JN":4.1407,"Cinflow_W":-11399613184,"LZTS":1,"LDTS":0,"JLRTS":1,"JLCTS":0,"TYPE":"2"},{"IndexCode":"861153","BKCode":"BK0683","BKName":"国企改革","TradeDate":"/Date(1642348800000-0000)/","NewPrice":3488.95,"ZDF":1.11,"ZS_3":-0.01,"ZS_5":0.04,"Cinflow":-1172051456,"SYL_W":-0.7408,"SYL_M":-0.32,"SYL_Q":11.1683,"SYL_1N":32.4768,"SYL_JN":-1.6906,"Cinflow_W":-24489689088,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":6,"TYPE":"2"},{"IndexCode":"861164","BKCode":"BK0695","BKName":"小金属概念","TradeDate":"/Date(1642348800000-0000)/","NewPrice":2470.67,"ZDF":0.35,"ZS_3":-0.02,"ZS_5":0.02,"Cinflow":-2053634720,"SYL_W":0.287,"SYL_M":-4.1406,"SYL_Q":4.0769,"SYL_1N":61.8138,"SYL_JN":-2.2891,"Cinflow_W":-9282851232,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":2,"TYPE":"2"},{"IndexCode":"861169","BKCode":"BK0700","BKName":"充电桩","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1966.99,"ZDF":1.88,"ZS_3":0.01,"ZS_5":0.05,"Cinflow":1739953152,"SYL_W":1.4545,"SYL_M":-6.06,"SYL_Q":15.0132,"SYL_1N":48.5048,"SYL_JN":-2.3783,"Cinflow_W":-1447418320,"LZTS":0,"LDTS":2,"JLRTS":1,"JLCTS":0,"TYPE":"2"},{"IndexCode":"861180","BKCode":"BK0711","BKName":"券商概念","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1005.53,"ZDF":0.21,"ZS_3":-0.02,"ZS_5":-0.01,"Cinflow":-63482560,"SYL_W":-2.4221,"SYL_M":-4.5679,"SYL_Q":-0.4849,"SYL_1N":-10.1082,"SYL_JN":-3.8681,"Cinflow_W":-9937005424,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":10,"TYPE":"2"},{"IndexCode":"861195","BKCode":"BK0800","BKName":"人工智能","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1218.63,"ZDF":4.47,"ZS_3":0,"ZS_5":0.07,"Cinflow":4808817664,"SYL_W":3.2659,"SYL_M":4.0657,"SYL_Q":15.1334,"SYL_1N":23.4443,"SYL_JN":3.223,"Cinflow_W":-9486949120,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":8,"TYPE":"2"},{"IndexCode":"861220","BKCode":"BK0808","BKName":"军民融合","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1431.99,"ZDF":2.09,"ZS_3":-0.01,"ZS_5":0.03,"Cinflow":534658976,"SYL_W":1.2207,"SYL_M":-0.4339,"SYL_Q":11.6022,"SYL_1N":19.3047,"SYL_JN":-2.4018,"Cinflow_W":-8311851808,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":6,"TYPE":"2"},{"IndexCode":"861230","BKCode":"BK0821","BKName":"MSCI中国","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1406.86,"ZDF":0.91,"ZS_3":-0.02,"ZS_5":0,"Cinflow":-4406915328,"SYL_W":-0.9721,"SYL_M":-3.1495,"SYL_Q":0.3001,"SYL_1N":5.9064,"SYL_JN":-3.6127,"Cinflow_W":-71388112896,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":2,"TYPE":"2"},{"IndexCode":"861234","BKCode":"BK0823","BKName":"养老金","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1504.64,"ZDF":1.24,"ZS_3":0,"ZS_5":0.04,"Cinflow":-33677296,"SYL_W":0.8844,"SYL_M":2.8997,"SYL_Q":13.2611,"SYL_1N":27.6601,"SYL_JN":-0.567,"Cinflow_W":-5371590224,"LZTS":1,"LDTS":0,"JLRTS":0,"JLCTS":9,"TYPE":"2"},{"IndexCode":"861200","BKCode":"BK0830","BKName":"区块链","TradeDate":"/Date(1642348800000-0000)/","NewPrice":932.53,"ZDF":4.45,"ZS_3":0,"ZS_5":0.05,"Cinflow":5850110208,"SYL_W":3.8094,"SYL_M":6.3864,"SYL_Q":20.3233,"SYL_1N":29.1342,"SYL_JN":4.8682,"Cinflow_W":-11646463232,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":8,"TYPE":"2"},{"IndexCode":"861238","BKCode":"BK0832","BKName":"工业互联","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1581.92,"ZDF":3.59,"ZS_3":0.03,"ZS_5":0.08,"Cinflow":2084229376,"SYL_W":2.6081,"SYL_M":1.5575,"SYL_Q":13.7802,"SYL_1N":33.1022,"SYL_JN":1.7005,"Cinflow_W":-6077610032,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":6,"TYPE":"2"},{"IndexCode":"861241","BKCode":"BK0835","BKName":"独角兽","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1678.93,"ZDF":2.64,"ZS_3":-0.01,"ZS_5":0.07,"Cinflow":719435776,"SYL_W":2.0235,"SYL_M":1.9077,"SYL_Q":12.8563,"SYL_1N":42.1425,"SYL_JN":0.9082,"Cinflow_W":-3940916992,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":2,"TYPE":"2"},{"IndexCode":"861201","BKCode":"BK0840","BKName":"OLED","TradeDate":"/Date(1642348800000-0000)/","NewPrice":2299.7,"ZDF":2.4,"ZS_3":-0.01,"ZS_5":0.04,"Cinflow":1451506736,"SYL_W":1.7544,"SYL_M":0.2035,"SYL_Q":13.0313,"SYL_1N":31.993,"SYL_JN":-0.116,"Cinflow_W":-4861360112,"LZTS":1,"LDTS":0,"JLRTS":0,"JLCTS":2,"TYPE":"2"},{"IndexCode":"861257","BKCode":"BK0853","BKName":"电子竞技","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1169.98,"ZDF":1.98,"ZS_3":0.03,"ZS_5":0.08,"Cinflow":249718240,"SYL_W":-0.9616,"SYL_M":5.9256,"SYL_Q":24.9085,"SYL_1N":42.928,"SYL_JN":1.6464,"Cinflow_W":-3959030336,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":7,"TYPE":"2"},{"IndexCode":"861258","BKCode":"BK0854","BKName":"华为概念","TradeDate":"/Date(1642348800000-0000)/","NewPrice":2644.09,"ZDF":3.74,"ZS_3":0.01,"ZS_5":0.05,"Cinflow":7400740352,"SYL_W":3.1586,"SYL_M":2.425,"SYL_Q":18.1785,"SYL_1N":34.0456,"SYL_JN":1.5591,"Cinflow_W":-13736118272,"LZTS":1,"LDTS":0,"JLRTS":0,"JLCTS":2,"TYPE":"2"},{"IndexCode":"861296","BKCode":"BK0896","BKName":"白酒","TradeDate":"/Date(1642348800000-0000)/","NewPrice":2786.39,"ZDF":-0.17,"ZS_3":-0.02,"ZS_5":0.06,"Cinflow":-457585136,"SYL_W":-4.4471,"SYL_M":-6.3102,"SYL_Q":1.1897,"SYL_1N":20.073,"SYL_JN":-5.9221,"Cinflow_W":-9554482416,"LZTS":0,"LDTS":2,"JLRTS":0,"JLCTS":14,"TYPE":"2"},{"IndexCode":"861299","BKCode":"BK0899","BKName":"CRO","TradeDate":"/Date(1642348800000-0000)/","NewPrice":2320.05,"ZDF":1.76,"ZS_3":0.05,"ZS_5":0.07,"Cinflow":-460489168,"SYL_W":5.1633,"SYL_M":4.2803,"SYL_Q":-7.3751,"SYL_1N":40.3785,"SYL_JN":1.025,"Cinflow_W":-688482096,"LZTS":1,"LDTS":0,"JLRTS":0,"JLCTS":2,"TYPE":"2"},{"IndexCode":"861206","BKCode":"BK0900","BKName":"新能源车","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1588.47,"ZDF":2.08,"ZS_3":-0.01,"ZS_5":0.05,"Cinflow":2409237504,"SYL_W":2.2708,"SYL_M":-1.2993,"SYL_Q":17.9353,"SYL_1N":50.0113,"SYL_JN":-0.4868,"Cinflow_W":-9040646656,"LZTS":1,"LDTS":0,"JLRTS":0,"JLCTS":2,"TYPE":"2"},{"IndexCode":"861302","BKCode":"BK0903","BKName":"云游戏","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1206.95,"ZDF":3.22,"ZS_3":0.02,"ZS_5":0.11,"Cinflow":287625088,"SYL_W":1.2712,"SYL_M":0.7336,"SYL_Q":35.4784,"SYL_1N":42.4416,"SYL_JN":2.1091,"Cinflow_W":-2058284880,"LZTS":1,"LDTS":0,"JLRTS":0,"JLCTS":7,"TYPE":"2"},{"IndexCode":"861304","BKCode":"BK0905","BKName":"传感器","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1483.14,"ZDF":2.97,"ZS_3":-0.02,"ZS_5":0.05,"Cinflow":578024000,"SYL_W":2.8002,"SYL_M":0.7239,"SYL_Q":17.9257,"SYL_1N":30.3286,"SYL_JN":-0.7807,"Cinflow_W":-1091329200,"LZTS":1,"LDTS":0,"JLRTS":1,"JLCTS":0,"TYPE":"2"},{"IndexCode":"861346","BKCode":"BK0952","BKName":"第三代半导体","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1482.57,"ZDF":2.04,"ZS_3":0,"ZS_5":0.04,"Cinflow":884623712,"SYL_W":2.1567,"SYL_M":-4.4459,"SYL_Q":9.7875,"SYL_1N":38.2853,"SYL_JN":-3.2896,"Cinflow_W":-802432608,"LZTS":1,"LDTS":0,"JLRTS":1,"JLCTS":0,"TYPE":"2"},{"IndexCode":"861361","BKCode":"BK0968","BKName":"固态电池","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1952.46,"ZDF":1.67,"ZS_3":0.03,"ZS_5":0.06,"Cinflow":552513792,"SYL_W":2.3833,"SYL_M":-8.3529,"SYL_Q":-0.0236,"SYL_1N":64.6007,"SYL_JN":-3.8349,"Cinflow_W":601349696,"LZTS":1,"LDTS":0,"JLRTS":1,"JLCTS":0,"TYPE":"2"},{"IndexCode":"861362","BKCode":"BK0969","BKName":"汽车芯片","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1297.51,"ZDF":2.52,"ZS_3":0.04,"ZS_5":0.11,"Cinflow":546226960,"SYL_W":2.2974,"SYL_M":-1.6822,"SYL_Q":9.7817,"SYL_1N":null,"SYL_JN":-2.7565,"Cinflow_W":-132055184,"LZTS":1,"LDTS":0,"JLRTS":1,"JLCTS":0,"TYPE":"2"},{"IndexCode":"861368","BKCode":"BK0976","BKName":"被动元件","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1427.96,"ZDF":2.39,"ZS_3":0.02,"ZS_5":0.02,"Cinflow":29287488,"SYL_W":1.7123,"SYL_M":-4.3864,"SYL_Q":10.6723,"SYL_1N":null,"SYL_JN":-6.0812,"Cinflow_W":-792292720,"LZTS":1,"LDTS":0,"JLRTS":1,"JLCTS":0,"TYPE":"2"},{"IndexCode":"861369","BKCode":"BK0977","BKName":"碳化硅","TradeDate":"/Date(1642348800000-0000)/","NewPrice":1391.02,"ZDF":1.77,"ZS_3":-0.01,"ZS_5":0.04,"Cinflow":215858352,"SYL_W":1.0886,"SYL_M":-7.1514,"SYL_Q":7.046,"SYL_1N":null,"SYL_JN":-5.5501,"Cinflow_W":-751877728,"LZTS":1,"LDTS":0,"JLRTS":1,"JLCTS":0,"TYPE":"2"}]},"ErrCode":0,"ErrMsg":null,"TotalCount":0,"Expansion":null,"PageSize":0,"PageIndex":0
}

其中比较关键的数据：

①hy为行业，gn为概念，都代表基金的主题；

②TradeData为日期，这里面的数据是2022-01-17到一年前的，某交易所统计的数据；

③SYL_XX：这个SYL为收益率。

SYL_W：近一周收益率；

SYL_M：近一月收益率；

SYL_Q：近三月收益率；

SYL_1N：近一年收益率；

Python代码如下：

# -*- coding: utf-8 -*-import pandas as pd
import jsonif __name__ == '__main__':dataStr = open('fund_index.json').read()dataObject = json.loads(s=dataStr)hyData = json.dumps(dataObject["Data"]["hy"])gnData = json.dumps(dataObject["Data"]["gn"])hyDf = pd.read_json(hyData)gnDf = pd.read_json(gnData)hyDf = hyDf.set_index("IndexCode")gnDf = gnDf.set_index("IndexCode")# 合并数据df = hyDf.combine_first(gnDf)print(df)pass

运行截图如下：

Python笔记-Json转DataFrame（基金主题Json数据）相关推荐

Python 笔记（一）字典与json使用及注意点
个人笔记系列,随便参考 1.python 中字典与json的差别字典的生成 >>> a = dict(one=1, two=2, three=3) >>> b = ...
python中Pandas之DataFrame索引、选取数据
目录 1.索引是什么 1.1 认识索引 1.2 自定义索引 2. 索引的简单使用 2.1 列索引 2.1.2 使用loc和iloc 2.2 行索引 2.2.1 使用[ : ] 2.2.2 使用.loc ...
Python笔记-使用代理切换ip爬取数据
爬取某站点运行截图如下: 这里使用了阿布云的产品切换代理. 这个产品的文档还是风全的! 推荐大伙使用: 关键代码如下: 记得这个代理可能异常,记得做异常处理. 源码如下: import re impo ...
python怎么读取txt文件-Python笔记（读取txt文件中的数据）
在机器学习中,常常需要读取txt文本中的数据,这里主要整理了两种读取数据的方式数据内容共有四列数据,前三列为特征值,最后一列为数据标签 409208.3269760.9539523 144887. ...
python爬取基金历史净值_Python学习笔记之抓取某只基金历史净值数据实战案例
摘要:这篇Python开发技术栏目下的"Python学习笔记之抓取某只基金历史净值数据实战案例",介绍的技术点是"Python学习笔记.Python.历史净值数据.学习笔 ...
python笔记22-literal_eval函数处理返回json中的单双引号
前言在做接口测试的时候,最常见的接口返回数据就是json类型,json类型数据实际上就是字串,通常标准的json格式是可以转化成python里面的对应的数据类型的有时候开发返回的数据比较坑,不按常 ...
初学者python笔记（json模块、pickle模块、xml模块、shelve模块）
文章目录 json模块正常数据转化(复杂) json模块的相关操作 pickle模块 shelve模块 xml模块在Python中,json模块.pickle模块.xml模块.shelve模块这四 ...
python笔记之单行json数据组成的json文件按行解析：read_json()
做个笔记代码 data_time='./xxx/' file_name_1='xxx.json'def read_json(file_name):a_list=[]b_list=[]file_pat ...
python中字符串和json的转换,Python笔记——json和字符串之间的相互转换
json和字符串之间的转换,主要使用到json库中的json.loads()函数json.dumps()含函数. 所以我们首先要导入json库. import json 一.字符串转为json,使用 ...

Python笔记-Json转DataFrame（基金主题Json数据）

Python笔记-Json转DataFrame（基金主题Json数据）相关推荐

最新文章

热门文章