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31个省域技术市场成交额与本地生产总值的比率 (%)	北京	天津	河北	山西	内蒙古	辽宁	吉林	黑龙江	上海	江苏	浙江	安徽	福建	江西	山东	河南	湖北	湖南	广东	广西	海南	重庆	四川	贵州	云南	西藏	陕西	甘肃	青海	宁夏	新疆
2016	14.57	4.82	0.21	0.36	0.09	1.58	1.12	1.06	2.61	0.82	0.42	0.83	0.15	0.43	0.67	0.15	2.71	0.34	0.92	0.21	0.08	0.82	0.90	0.17	0.36	0.00	4.22	2.18	2.52	0.18	0.04
2017	15.01	4.43	0.29	0.65	0.13	1.78	2.01	1.19	2.46	0.91	0.62	0.84	0.22	0.48	0.81	0.17	2.77	0.60	1.02	0.22	0.09	0.26	1.07	0.59	0.46	0.00	4.29	2.22	2.75	0.27	0.05
2018	14.98	5.13	0.85	0.94	0.12	2.02	3.04	1.29	3.40	1.06	1.02	0.94	0.22	0.51	1.23	0.30	2.87	0.78	1.37	0.31	0.14	0.87	2.32	1.11	0.43	0.00	4.70	2.23	2.89	0.44	0.03
2019	16.07	6.47	1.09	0.65	0.13	2.24	4.04	1.72	3.74	1.49	1.42	1.22	0.33	0.60	1.57	0.43	3.15	1.23	2.06	0.37	0.17	0.24	2.61	1.35	0.36	0.06	5.69	2.25	0.31	0.51	0.06
2020	17.57	7.78	1.54	0.25	0.21	2.53	3.77	1.95	4.06	2.03	2.17	1.73	0.38	0.91	2.62	0.70	3.87	1.77	2.94	0.41	0.36	0.47	2.57	1.39	0.20	0.04	6.76	2.60	0.35	0.56	0.11
2021	17.07	8.01	1.85	0.59	0.19	2.74	0.82	2.36	5.83	2.22	2.51	4.20	0.40	1.37	2.99	1.05	4.17	2.76	3.29	3.73	0.44	0.66	2.57	1.49	0.39	0.08	7.78	2.74	0.42	0.74	0.12
2022	19.13	10.23	2.39	0.63	0.22	3.35	0.29	2.91	8.64	2.45	3.12	6.45	0.50	2.35	3.69	1.75	5.71	5.30	3.06	0.86	0.46	1.96	2.90	1.95	0.77	0.29	9.28	3.02	0.44	0.94	0.18
2023	19.51	11.52	4.06	0.87	0.25	4.27	0.62	0.71	9.83	2.60	5.24	7.65	0.61	4.92	4.95	2.30	8.55	7.87	2.85	0.33	0.70	2.38	3.23	2.30	0.90	0.34	12.19	3.92	0.51	1.06	0.38
2024	18.36	11.76	4.12	1.08	0.29	4.65	1.45	0.79	9.29	3.66	5.56	7.77	0.65	7.55	4.94	2.76	9.10	9.02	1.43	0.64	0.87	2.93	4.01	2.58	1.07	0.53	13.58	4.33	0.59	1.22	0.49

相关系数矩阵

	北京	天津	河北	山西	内蒙古	辽宁	吉林	黑龙江	上海	江苏	浙江	安徽	福建	江西	山东	河南	湖北	湖南	广东	广西	海南	重庆	四川	贵州	云南	西藏	陕西	甘肃	青海	宁夏	新疆
北京	1.000000	0.955713	0.890052	0.252360	0.907965	0.884769	-0.426368	0.208700	0.925955	0.865520	0.884966	0.898094	0.934330	0.704628	0.943297	0.880228	0.839852	0.858754	0.717943	0.159160	0.863878	0.733413	0.806759	0.895483	0.668628	0.796034	0.881362	0.811532	-0.794188	0.906614	0.762030
天津	0.955713	1.000000	0.972944	0.424338	0.948421	0.974339	-0.461187	0.028082	0.974692	0.953152	0.971775	0.963477	0.984652	0.867551	0.991541	0.973490	0.945181	0.958505	0.552902	0.155336	0.962162	0.864138	0.883196	0.947738	0.801418	0.921612	0.976259	0.932624	-0.745179	0.976524	0.899455
河北	0.890052	0.972944	1.000000	0.568690	0.937283	0.994524	-0.424651	-0.169180	0.958755	0.936427	0.998166	0.952372	0.976909	0.928153	0.984906	0.980771	0.981678	0.979764	0.432413	0.108450	0.979075	0.890674	0.891152	0.951705	0.848880	0.933868	0.991546	0.975314	-0.644131	0.972593	0.953847
山西	0.252360	0.424338	0.568690	1.000000	0.416226	0.584677	-0.190363	-0.429281	0.524397	0.449732	0.553346	0.525212	0.495596	0.658779	0.461900	0.567357	0.589050	0.599120	-0.207770	-0.071159	0.508258	0.634260	0.575108	0.587254	0.750185	0.618875	0.547937	0.590399	0.041527	0.574100	0.599070
内蒙古	0.907965	0.948421	0.937283	0.416226	1.000000	0.947507	-0.355460	0.015532	0.894411	0.969043	0.947790	0.899178	0.965472	0.861145	0.964013	0.935690	0.908189	0.915264	0.519641	0.193904	0.966710	0.789098	0.873099	0.932345	0.740917	0.881071	0.946904	0.919992	-0.698501	0.947699	0.889621
辽宁	0.884769	0.974339	0.994524	0.584677	0.947507	1.000000	-0.435590	-0.151317	0.961524	0.952458	0.995930	0.960601	0.982916	0.946833	0.980761	0.992658	0.986348	0.990607	0.393174	0.091837	0.982660	0.908475	0.891576	0.954558	0.879485	0.962524	0.996956	0.982525	-0.632012	0.980159	0.963966
吉林	-0.426368	-0.461187	-0.424651	-0.190363	-0.355460	-0.435590	1.000000	-0.059303	-0.591292	-0.358642	-0.429443	-0.649376	-0.386195	-0.422574	-0.465022	-0.523938	-0.487768	-0.521517	-0.194038	-0.350115	-0.438264	-0.588741	-0.098404	-0.259290	-0.586715	-0.485585	-0.471306	-0.473328	0.061460	-0.434014	-0.433375
黑龙江	0.208700	0.028082	-0.169180	-0.429281	0.015532	-0.151317	-0.059303	1.000000	0.011322	0.028826	-0.179348	-0.017498	-0.012855	-0.382528	-0.017834	-0.118842	-0.276301	-0.193487	0.646777	0.505353	-0.131042	-0.264774	0.039810	0.025783	-0.305962	-0.183908	-0.147648	-0.290280	-0.403243	0.022514	-0.369670
上海	0.925955	0.974692	0.958755	0.524397	0.894411	0.961524	-0.591292	0.011322	1.000000	0.897593	0.951873	0.991856	0.954426	0.859460	0.969370	0.973694	0.943890	0.965932	0.500839	0.161849	0.927863	0.906398	0.831295	0.921129	0.872185	0.926032	0.960292	0.921721	-0.632862	0.968338	0.883522
江苏	0.865520	0.953152	0.936427	0.449732	0.969043	0.952458	-0.358642	0.028826	0.897593	1.000000	0.946107	0.906078	0.963176	0.890885	0.953704	0.948457	0.907534	0.923095	0.470246	0.249673	0.975177	0.813198	0.912260	0.937887	0.759491	0.917757	0.958800	0.924674	-0.736756	0.963894	0.899889
浙江	0.884966	0.971775	0.998166	0.553346	0.947790	0.995930	-0.429443	-0.179348	0.951873	0.946107	1.000000	0.951600	0.978510	0.939751	0.984492	0.983883	0.985721	0.982603	0.415946	0.111438	0.986954	0.889684	0.880716	0.943895	0.850452	0.940706	0.995538	0.983541	-0.642579	0.969314	0.964936
安徽	0.898094	0.963477	0.952372	0.525212	0.899178	0.960601	-0.649376	-0.017498	0.991856	0.906078	0.951600	1.000000	0.946681	0.883768	0.963392	0.980476	0.951127	0.972886	0.454604	0.205972	0.939892	0.914434	0.796540	0.895103	0.890866	0.938687	0.965973	0.937874	-0.598532	0.960823	0.903321
福建	0.934330	0.984652	0.976909	0.495596	0.965472	0.982916	-0.386195	-0.012855	0.954426	0.963176	0.978510	0.946681	1.000000	0.886551	0.985197	0.970495	0.947760	0.959492	0.516919	0.151194	0.966885	0.833288	0.907885	0.972161	0.812354	0.926962	0.979165	0.940579	-0.744803	0.983430	0.914241
江西	0.704628	0.867551	0.928153	0.658779	0.861145	0.946833	-0.422574	-0.382528	0.859460	0.890885	0.939751	0.883768	0.886551	1.000000	0.877559	0.947666	0.968394	0.960157	0.095005	-0.023170	0.938385	0.927677	0.789188	0.841177	0.918104	0.967625	0.949766	0.981470	-0.433721	0.886709	0.991480
山东	0.943297	0.991541	0.984906	0.461900	0.964013	0.980761	-0.465022	-0.017834	0.969370	0.953704	0.984492	0.963392	0.985197	0.877559	1.000000	0.973962	0.953108	0.960494	0.553931	0.200601	0.977921	0.855592	0.883317	0.951427	0.798025	0.908469	0.982000	0.946951	-0.713384	0.979523	0.911942
河南	0.880228	0.973490	0.980771	0.567357	0.935690	0.992658	-0.523938	-0.118842	0.973694	0.948457	0.983883	0.980476	0.970495	0.947666	0.973962	1.000000	0.984733	0.995954	0.374249	0.110969	0.976761	0.935681	0.855445	0.928914	0.904824	0.977060	0.994463	0.980614	-0.602828	0.975589	0.959937
湖北	0.839852	0.945181	0.981678	0.589050	0.908189	0.986348	-0.487768	-0.276301	0.943890	0.907534	0.985721	0.951127	0.947760	0.968394	0.953108	0.984733	1.000000	0.994195	0.288258	0.007598	0.965343	0.937890	0.817250	0.896858	0.911654	0.965293	0.986835	0.994337	-0.538655	0.937917	0.986434
湖南	0.858754	0.958505	0.979764	0.599120	0.915264	0.990607	-0.521517	-0.193487	0.965932	0.923095	0.982603	0.972886	0.959492	0.960157	0.960494	0.995954	0.994195	1.000000	0.318469	0.049642	0.965467	0.946189	0.833173	0.914184	0.927394	0.979887	0.990496	0.986801	-0.559337	0.959517	0.972688
广东	0.717943	0.552902	0.432413	-0.207770	0.519641	0.393174	-0.194038	0.646777	0.500839	0.470246	0.415946	0.454604	0.516919	0.095005	0.553931	0.374249	0.288258	0.318469	1.000000	0.549096	0.419987	0.127207	0.488977	0.521950	0.029585	0.205407	0.397224	0.264122	-0.796525	0.501346	0.177466
广西	0.159160	0.155336	0.108450	-0.071159	0.193904	0.091837	-0.350115	0.505353	0.161849	0.249673	0.111438	0.205972	0.151194	-0.023170	0.200601	0.110969	0.007598	0.049642	0.549096	1.000000	0.198765	-0.084786	0.160475	0.147715	-0.098031	-0.006916	0.128356	0.051222	-0.358560	0.215999	-0.016302
海南	0.863878	0.962162	0.979075	0.508258	0.966710	0.982660	-0.438264	-0.131042	0.927863	0.975177	0.986954	0.939892	0.966885	0.938385	0.977921	0.976761	0.965343	0.965467	0.419987	0.198765	1.000000	0.872138	0.876899	0.927065	0.817084	0.933622	0.989363	0.977922	-0.649972	0.964603	0.956968
重庆	0.733413	0.864138	0.890674	0.634260	0.789098	0.908475	-0.588741	-0.264774	0.906398	0.813198	0.889684	0.914434	0.833288	0.927677	0.855592	0.935681	0.937890	0.946189	0.127207	-0.084786	0.872138	1.000000	0.724427	0.796807	0.950638	0.951237	0.907550	0.927045	-0.337010	0.866347	0.917801
四川	0.806759	0.883196	0.891152	0.575108	0.873099	0.891576	-0.098404	0.039810	0.831295	0.912260	0.880716	0.796540	0.907885	0.789188	0.883317	0.855445	0.817250	0.833173	0.488977	0.160475	0.876899	0.724427	1.000000	0.971437	0.672578	0.821164	0.872839	0.819589	-0.732214	0.929668	0.790627
贵州	0.895483	0.947738	0.951705	0.587254	0.932345	0.954558	-0.259290	0.025783	0.921129	0.937887	0.943895	0.895103	0.972161	0.841177	0.951427	0.928914	0.896858	0.914184	0.521950	0.147715	0.927065	0.796807	0.971437	1.000000	0.773683	0.885643	0.937403	0.888938	-0.725570	0.979571	0.856487
云南	0.668628	0.801418	0.848880	0.750185	0.740917	0.879485	-0.586715	-0.305962	0.872185	0.759491	0.850452	0.890866	0.812354	0.918104	0.798025	0.904824	0.911654	0.927394	0.029585	-0.098031	0.817084	0.950638	0.672578	0.773683	1.000000	0.944973	0.871726	0.897511	-0.272903	0.836512	0.898761
西藏	0.796034	0.921612	0.933868	0.618875	0.881071	0.962524	-0.485585	-0.183908	0.926032	0.917757	0.940706	0.938687	0.926962	0.967625	0.908469	0.977060	0.965293	0.979887	0.205407	-0.006916	0.933622	0.951237	0.821164	0.885643	0.944973	1.000000	0.962542	0.963086	-0.521045	0.933887	0.959128
陕西	0.881362	0.976259	0.991546	0.547937	0.946904	0.996956	-0.471306	-0.147648	0.960292	0.958800	0.995538	0.965973	0.979165	0.949766	0.982000	0.994463	0.986835	0.990496	0.397224	0.128356	0.989363	0.907550	0.872839	0.937403	0.871726	0.962542	1.000000	0.986299	-0.642187	0.974848	0.968142
甘肃	0.811532	0.932624	0.975314	0.590399	0.919992	0.982525	-0.473328	-0.290280	0.921721	0.924674	0.983541	0.937874	0.940579	0.981470	0.946951	0.980614	0.994337	0.986801	0.264122	0.051222	0.977922	0.927045	0.819589	0.888938	0.897511	0.963086	0.986299	1.000000	-0.527959	0.933821	0.994119
青海	-0.794188	-0.745179	-0.644131	0.041527	-0.698501	-0.632012	0.061460	-0.403243	-0.632862	-0.736756	-0.642579	-0.598532	-0.744803	-0.433721	-0.713384	-0.602828	-0.538655	-0.559337	-0.796525	-0.358560	-0.649972	-0.337010	-0.732214	-0.725570	-0.272903	-0.521045	-0.642187	-0.527959	1.000000	-0.693089	-0.489325
宁夏	0.906614	0.976524	0.972593	0.574100	0.947699	0.980159	-0.434014	0.022514	0.968338	0.963894	0.969314	0.960823	0.983430	0.886709	0.979523	0.975589	0.937917	0.959517	0.501346	0.215999	0.964603	0.866347	0.929668	0.979571	0.836512	0.933887	0.974848	0.933821	-0.693089	1.000000	0.899089
新疆	0.762030	0.899455	0.953847	0.599070	0.889621	0.963966	-0.433375	-0.369670	0.883522	0.899889	0.964936	0.903321	0.914241	0.991480	0.911942	0.959937	0.986434	0.972688	0.177466	-0.016302	0.956968	0.917801	0.790627	0.856487	0.898761	0.959128	0.968142	0.994119	-0.489325	0.899089	1.000000