diff --git a/SQL_analysis_risk.sql b/SQL_analysis_risk.sql
new file mode 100644
index 0000000..621186e
--- /dev/null
+++ b/SQL_analysis_risk.sql
@@ -0,0 +1,12 @@
+select * from
+(select s_id, id_firm, id_product, min(ts) as ts from iiabmdb.without_exp_result
+where `status` = 'D'
+group by s_id, id_firm, id_product) as s_disrupt
+where s_id in 
+(select s_id from
+(select s_id, id_firm, id_product, min(ts) as ts from iiabmdb.without_exp_result
+where `status` = 'D'
+group by s_id, id_firm, id_product) as t
+group by s_id
+having count(*) > 1)
+order by s_id;
\ No newline at end of file
diff --git a/analysis/count.csv b/analysis/count.csv
index 9b72392..49959ae 100644
--- a/analysis/count.csv
+++ b/analysis/count.csv
@@ -1,3539 +1,19529 @@
-s_id,id_firm,id_product,ts,is_disrupted,is_removed
-8257,49,1.3.1.4,0,1,1.0
-8257,100,1.3.1,1,1,
-1369,13,2.1.3.3,0,1,1.0
-1369,106,2.1.3,1,1,1.0
-21519,149,2.1.2.4,0,1,1.0
-21519,58,2.1.2,1,1,
-15317,99,2.1,0,1,1.0
-15317,102,2,1,1,
-3165,22,2.1.3.3,0,1,1.0
-3165,148,2.1.3,1,1,
-5733,36,1.1.1,0,1,1.0
-5733,94,1.1,1,1,
-19407,135,2.1.3.5,0,1,1.0
-19407,148,2.1.3,1,1,
-13052,79,2.1.3.7,0,1,1.0
-13052,106,2.1.3,1,1,
-5599,33,2.1.2.4,0,1,1.0
-5599,79,2.1.2,1,1,1.0
-11157,62,2.1.2.4,0,1,1.0
-11157,159,2.1.2,1,1,
-22232,157,1.4.1,0,1,1.0
-22232,126,1.4,1,1,
-9164,53,1.4.3.6,0,1,1.0
-9164,142,1.4.3,1,1,1.0
-9164,126,1.4,2,1,1.0
-9164,170,1,3,1,1.0
-1515,13,2.1.3.6,0,1,1.0
-1515,74,2.1.3,1,1,
-8906,53,1.4.2.3,0,1,1.0
-8906,142,1.4.2,1,1,1.0
-8906,126,1.4,2,1,
-17853,126,1.4,0,1,1.0
-17853,170,1,1,1,
-21799,153,1.3.1.4,0,1,1.0
-21799,39,1.3.1,1,1,1.0
-4105,23,1.4.2.7,0,1,1.0
-4105,142,1.4.2,1,1,1.0
-4105,126,1.4,2,1,1.0
-4105,170,1,3,1,1.0
-265,3,1.3.1.6,0,1,1.0
-265,39,1.3.1,1,1,1.0
-4133,23,1.4.2.7,0,1,1.0
-4133,142,1.4.2,1,1,
-9153,53,1.4.3.6,0,1,1.0
-9153,142,1.4.3,1,1,
-19557,135,2.2,0,1,1.0
-19557,102,2,1,1,
-15307,99,2.1,0,1,1.0
-15307,102,2,1,1,
-23269,167,1.1.1,0,1,1.0
-23269,106,1.1,1,1,
-10688,60,2.1.1.1,0,1,1.0
-10688,148,2.1.1,1,1,1.0
-7749,47,2.1.1.1,0,1,1.0
-7749,148,2.1.1,1,1,1.0
-20568,142,1.4.3,0,1,1.0
-20568,126,1.4,1,1,
-15624,103,1.1.1,0,1,1.0
-15624,86,1.1,1,1,
-20531,142,1.4.2,0,1,1.0
-20531,126,1.4,1,1,1.0
-20531,170,1,2,1,1.0
-3208,22,2.1.3.4,0,1,1.0
-3208,148,2.1.3,1,1,
-8937,53,1.4.2.3,0,1,1.0
-8937,142,1.4.2,1,1,1.0
-8937,126,1.4,2,1,
-17870,126,1.4,0,1,1.0
-17870,170,1,1,1,
-13057,79,2.1.3.7,0,1,1.0
-13057,148,2.1.3,1,1,
-20567,142,1.4.3,0,1,1.0
-20567,126,1.4,1,1,
-13692,82,2.1.2.1,0,1,1.0
-13692,79,2.1.2,1,1,1.0
-19120,135,1.3.2.1,0,1,1.0
-19120,58,1.3.2,1,1,1.0
-3737,22,2.3.1,0,1,1.0
-3737,95,2.3,1,1,1.0
-9977,56,1.1.1,0,1,1.0
-9977,86,1.1,1,1,1.0
-10708,60,2.1.1.2,0,1,1.0
-10708,106,2.1.1,1,1,
-18799,131,2.1.1.4,0,1,1.0
-18799,80,2.1.1,1,1,1.0
-11345,63,1.4.4.5,0,1,1.0
-11345,0,1.4.4,1,1,1.0
-22248,157,1.4.1,0,1,1.0
-22248,126,1.4,1,1,
-10857,60,2.1.1.5,0,1,1.0
-10857,80,2.1.1,1,1,
-12657,79,1.3.1.6,0,1,1.0
-12657,85,1.3.1,1,1,
-3299,22,2.1.3.5,0,1,1.0
-3299,108,2.1.3,1,1,1.0
-12831,79,2.1.3.2,0,1,1.0
-12831,97,2.1.3,1,1,
-4135,23,1.4.2.7,0,1,1.0
-4135,142,1.4.2,1,1,
-15346,99,2.1,0,1,1.0
-15346,102,2,1,1,
-15346,98,2,1,1,1.0
-6890,41,1.4.5,0,1,1.0
-6890,126,1.4,1,1,
-18573,130,1.3.5,0,1,1.0
-18573,106,1.3,1,1,
-12769,79,2.1.3.1,0,1,1.0
-12769,74,2.1.3,1,1,1.0
-18594,130,1.3.5,0,1,1.0
-18594,106,1.3,1,1,
-18594,29,1.3,1,1,
-9470,53,1.4.5.8,0,1,1.0
-9470,41,1.4.5,1,1,
-15483,101,1.1.1,0,1,1.0
-15483,86,1.1,1,1,
-1462,13,2.1.3.5,0,1,1.0
-1462,74,2.1.3,1,1,
-1272,13,2.1.3.1,0,1,1.0
-1272,74,2.1.3,1,1,
-13807,82,2.1.2.4,0,1,1.0
-13807,58,2.1.2,1,1,
-22549,161,2.3.3,0,1,1.0
-22549,95,2.3,1,1,1.0
-13307,79,2.3.3,0,1,1.0
-13307,155,2.3,1,1,
-20549,142,1.4.2,0,1,1.0
-20549,126,1.4,1,1,
-3738,22,2.3.1,0,1,1.0
-3738,155,2.3,1,1,1.0
-17349,118,1.3.3.6,0,1,1.0
-17349,75,1.3.3,1,1,1.0
-21549,149,2.1.2.4,0,1,1.0
-21549,79,2.1.2,1,1,1.0
-10257,58,1.2.2,0,1,1.0
-10257,106,1.2,1,1,
-9455,53,1.4.5.8,0,1,1.0
-9455,41,1.4.5,1,1,1.0
-9455,126,1.4,2,1,1.0
-9455,170,1,3,1,1.0
-17876,126,1.4,0,1,1.0
-17876,170,1,1,1,1.0
-19140,135,1.3.2.1,0,1,1.0
-19140,130,1.3.2,1,1,1.0
-19140,58,1.3.2,1,1,1.0
-19140,106,1.3,2,1,1.0
-19140,29,1.3,2,1,1.0
-19140,170,1,3,1,1.0
-4116,23,1.4.2.7,0,1,1.0
-4116,142,1.4.2,1,1,1.0
-4116,126,1.4,2,1,
-9484,53,1.4.5.8,0,1,1.0
-9484,41,1.4.5,1,1,
-22230,157,1.4.1,0,1,1.0
-22230,126,1.4,1,1,
-17602,124,1.2.1,0,1,1.0
-17602,106,1.2,1,1,
-6107,38,2.1.1.2,0,1,1.0
-6107,148,2.1.1,1,1,
-11707,69,1.1.1,0,1,1.0
-11707,126,1.1,1,1,
-8905,53,1.4.2.3,0,1,1.0
-8905,142,1.4.2,1,1,1.0
-8905,126,1.4,2,1,1.0
-8905,170,1,3,1,1.0
-299,3,1.3.1.6,0,1,1.0
-299,99,1.3.1,1,1,1.0
-1486,13,2.1.3.5,0,1,1.0
-1486,126,2.1.3,1,1,
-2099,14,1.3.3.4,0,1,1.0
-2099,75,1.3.3,1,1,1.0
-9172,53,1.4.3.6,0,1,1.0
-9172,142,1.4.3,1,1,
-20204,140,1.4.5.1,0,1,1.0
-20204,41,1.4.5,1,1,1.0
-20204,126,1.4,2,1,
-12507,78,2.1.1.5,0,1,1.0
-12507,106,2.1.1,1,1,
-6883,41,1.4.5,0,1,1.0
-6883,126,1.4,1,1,
-8499,49,2.1.2.2,0,1,1.0
-8499,84,2.1.2,1,1,1.0
-4799,26,2.1.3.7,0,1,1.0
-4799,74,2.1.3,1,1,1.0
-4757,26,2.1.3.7,0,1,1.0
-4757,73,2.1.3,1,1,
-1958,13,2.3.2,0,1,1.0
-1958,99,2.3,1,1,1.0
-23137,165,2.1.2.3,0,1,1.0
-23137,79,2.1.2,1,1,1.0
-107,2,1.1.3,0,1,1.0
-107,106,1.1,1,1,
-10349,58,1.3.1.6,0,1,1.0
-10349,100,1.3.1,1,1,1.0
-1352,13,2.1.3.3,0,1,1.0
-1352,148,2.1.3,1,1,1.0
-9459,53,1.4.5.8,0,1,1.0
-9459,41,1.4.5,1,1,1.0
-9459,126,1.4,2,1,
-20212,140,1.4.5.1,0,1,1.0
-20212,41,1.4.5,1,1,1.0
-20212,126,1.4,2,1,
-8242,49,1.3.1.1,0,1,1.0
-8242,100,1.3.1,1,1,1.0
-6748,41,1.4.3.2,0,1,1.0
-6748,142,1.4.3,1,1,
-22236,157,1.4.1,0,1,1.0
-22236,126,1.4,1,1,
-8944,53,1.4.2.3,0,1,1.0
-8944,142,1.4.2,1,1,
-12981,79,2.1.3.5,0,1,1.0
-12981,106,2.1.3,1,1,1.0
-9468,53,1.4.5.8,0,1,1.0
-9468,41,1.4.5,1,1,1.0
-9468,126,1.4,2,1,1.0
-9468,170,1,3,1,1.0
-6743,41,1.4.3.2,0,1,1.0
-6743,142,1.4.3,1,1,
-4599,26,2.1.3.3,0,1,1.0
-4599,126,2.1.3,1,1,1.0
-12919,79,2.1.3.4,0,1,1.0
-12919,73,2.1.3,1,1,1.0
-11192,62,2.1.2.4,0,1,1.0
-11192,58,2.1.2,1,1,1.0
-2391,16,2.3.3,0,1,1.0
-2391,126,2.3,1,1,
-19103,135,1.3.2.1,0,1,1.0
-19103,130,1.3.2,1,1,1.0
-19103,58,1.3.2,1,1,1.0
-19103,106,1.3,2,1,1.0
-21037,144,2.1.2.4,0,1,1.0
-21037,79,2.1.2,1,1,1.0
-21507,149,2.1.2.4,0,1,1.0
-21507,159,2.1.2,1,1,
-10669,60,2.1.1.1,0,1,1.0
-10669,106,2.1.1,1,1,
-2715,22,1.2.2,0,1,1.0
-2715,126,1.2,1,1,1.0
-15107,99,1.1.2,0,1,1.0
-15107,105,1.1,1,1,
-21441,149,2.1.2.2,0,1,1.0
-21441,84,2.1.2,1,1,
-17880,126,1.4,0,1,1.0
-17880,170,1,1,1,
-20599,142,1.4.3,0,1,1.0
-20599,126,1.4,1,1,
-17392,119,1.3.1.1,0,1,1.0
-17392,85,1.3.1,1,1,1.0
-21491,149,2.1.2.3,0,1,1.0
-21491,159,2.1.2,1,1,1.0
-17859,126,1.4,0,1,1.0
-17859,170,1,1,1,1.0
-6718,41,1.4.3.2,0,1,1.0
-6718,142,1.4.3,1,1,1.0
-6718,126,1.4,2,1,1.0
-6718,170,1,3,1,1.0
-15340,99,2.1,0,1,1.0
-15340,102,2,1,1,1.0
-15340,98,2,1,1,
-6879,41,1.4.5,0,1,1.0
-6879,126,1.4,1,1,
-11302,63,1.4.4.5,0,1,1.0
-11302,0,1.4.4,1,1,1.0
-20506,142,1.4.2,0,1,1.0
-20506,126,1.4,1,1,
-17852,126,1.4,0,1,1.0
-17852,170,1,1,1,1.0
-11331,63,1.4.4.5,0,1,1.0
-11331,0,1.4.4,1,1,
-11331,40,1.4.4,1,1,1.0
-807,6,2.1.2.4,0,1,1.0
-807,79,2.1.2,1,1,
-4128,23,1.4.2.7,0,1,1.0
-4128,142,1.4.2,1,1,
-15207,99,1.3.1,0,1,1.0
-15207,106,1.3,1,1,
-4139,23,1.4.2.7,0,1,1.0
-4139,142,1.4.2,1,1,
-23558,168,2.3.2,0,1,1.0
-23558,95,2.3,1,1,1.0
-18567,130,1.3.5,0,1,1.0
-18567,29,1.3,1,1,1.0
-18567,106,1.3,1,1,
-22205,157,1.4.1,0,1,1.0
-22205,126,1.4,1,1,
-10237,57,2.3.3,0,1,1.0
-10237,155,2.3,1,1,1.0
-1057,10,1.3.3.5,0,1,1.0
-1057,99,1.3.3,1,1,
-958,9,1.3.3.6,0,1,1.0
-958,97,1.3.3,1,1,
-22499,161,2.3.2,0,1,1.0
-22499,124,2.3,1,1,1.0
-20589,142,1.4.3,0,1,1.0
-20589,126,1.4,1,1,
-2599,20,1.3.1.2,0,1,1.0
-2599,100,1.3.1,1,1,1.0
-6747,41,1.4.3.2,0,1,1.0
-6747,142,1.4.3,1,1,1.0
-6747,126,1.4,2,1,1.0
-6747,170,1,3,1,
-20202,140,1.4.5.1,0,1,1.0
-20202,41,1.4.5,1,1,1.0
-20202,126,1.4,2,1,
-18857,132,1.3.3.2,0,1,1.0
-18857,97,1.3.3,1,1,
-17863,126,1.4,0,1,1.0
-17863,170,1,1,1,1.0
-17407,120,1.2.3,0,1,1.0
-17407,67,1.2,1,1,
-3007,22,2.1.1.5,0,1,1.0
-3007,80,2.1.1,1,1,
-17607,124,1.2.1,0,1,1.0
-17607,126,1.2,1,1,
-12972,79,2.1.3.5,0,1,1.0
-12972,74,2.1.3,1,1,
-10757,60,2.1.1.3,0,1,1.0
-10757,80,2.1.1,1,1,
-21492,149,2.1.2.3,0,1,1.0
-21492,159,2.1.2,1,1,1.0
-14057,85,1.3.1,0,1,1.0
-14057,106,1.3,1,1,
-18552,130,1.3.5,0,1,1.0
-18552,106,1.3,1,1,
-1482,13,2.1.3.5,0,1,1.0
-1482,148,2.1.3,1,1,1.0
-13015,79,2.1.3.6,0,1,1.0
-13015,97,2.1.3,1,1,
-19101,135,1.3.2.1,0,1,1.0
-19101,130,1.3.2,1,1,1.0
-5657,35,1.1.3,0,1,1.0
-5657,105,1.1,1,1,
-11858,71,1.3.1.2,0,1,1.0
-11858,39,1.3.1,1,1,1.0
-20569,142,1.4.3,0,1,1.0
-20569,126,1.4,1,1,
-20545,142,1.4.2,0,1,1.0
-20545,126,1.4,1,1,
-22243,157,1.4.1,0,1,1.0
-22243,126,1.4,1,1,
-6099,38,2.1.1.1,0,1,1.0
-6099,106,2.1.1,1,1,1.0
-19144,135,1.3.2.1,0,1,1.0
-19144,130,1.3.2,1,1,1.0
-2807,22,2.1.1.1,0,1,1.0
-2807,106,2.1.1,1,1,
-8945,53,1.4.2.3,0,1,1.0
-8945,142,1.4.2,1,1,1.0
-8945,126,1.4,2,1,
-1907,13,2.3.1,0,1,1.0
-1907,124,2.3,1,1,
-13657,82,2.1.2.1,0,1,1.0
-13657,159,2.1.2,1,1,
-17565,123,1.1.2,0,1,1.0
-17565,126,1.1,1,1,1.0
-6866,41,1.4.5,0,1,1.0
-6866,126,1.4,1,1,
-18559,130,1.3.5,0,1,1.0
-18559,106,1.3,1,1,1.0
-11399,64,1.1.2,0,1,1.0
-11399,105,1.1,1,1,1.0
-7008,42,1.3.1.4,0,1,1.0
-7008,99,1.3.1,1,1,
-20565,142,1.4.3,0,1,1.0
-20565,126,1.4,1,1,
-15457,101,1.1.1,0,1,1.0
-15457,106,1.1,1,1,
-19131,135,1.3.2.1,0,1,1.0
-19131,58,1.3.2,1,1,1.0
-4557,26,2.1.3.3,0,1,1.0
-4557,126,2.1.3,1,1,
-157,3,1.3.1.4,0,1,1.0
-157,99,1.3.1,1,1,
-5699,35,1.1.3,0,1,1.0
-5699,105,1.1,1,1,1.0
-8057,47,2.1.2.4,0,1,1.0
-8057,79,2.1.2,1,1,
-13792,82,2.1.2.3,0,1,1.0
-13792,159,2.1.2,1,1,1.0
-13338,79,2.3.3,0,1,1.0
-13338,126,2.3,1,1,1.0
-7682,46,1.3.1.2,0,1,1.0
-7682,93,1.3.1,1,1,
-11092,62,2.1.2.2,0,1,1.0
-11092,159,2.1.2,1,1,1.0
-1431,13,2.1.3.4,0,1,1.0
-1431,74,2.1.3,1,1,1.0
-15314,99,2.1,0,1,1.0
-15314,98,2,1,1,1.0
-10207,57,2.3.3,0,1,1.0
-10207,99,2.3,1,1,
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diff --git a/analysis/count_dcp.csv b/analysis/count_dcp.csv
index ca63932..a0736b9 100644
--- a/analysis/count_dcp.csv
+++ b/analysis/count_dcp.csv
@@ -1,700 +1,1901 @@
 up_id_firm,up_name_firm,up_id_product,up_name_product,down_id_firm,down_name_firm,down_id_product,down_name_product,count
-126,华为,1.4,工业互联网安全,170,Pseudo1,1,供给,118
-142,深信服,1.4.3,网络安全,126,华为,1.4,工业互联网安全,96
-41,启明星辰,1.4.5,数据安全,126,华为,1.4,工业互联网安全,92
-142,深信服,1.4.2,控制安全,126,华为,1.4,工业互联网安全,92
-53,天融信,1.4.3.6,沙箱类设备,142,深信服,1.4.3,网络安全,50
-23,和利时,1.4.2.7,工控原生安全,142,深信服,1.4.2,控制安全,50
-157,新华三,1.4.1,设备安全,126,华为,1.4,工业互联网安全,50
-53,天融信,1.4.5.8,数据加密,41,启明星辰,1.4.5,数据安全,50
-41,启明星辰,1.4.3.2,流量检测,142,深信服,1.4.3,网络安全,50
-53,天融信,1.4.2.3,工控漏洞扫描,142,深信服,1.4.2,控制安全,50
+126,华为,1.4,工业互联网安全,170,Pseudo1,1,供给,977
+41,启明星辰,1.4.5,数据安全,126,华为,1.4,工业互联网安全,313
+41,启明星辰,1.4.5,数据安全,170,Pseudo1,1,供给,287
+142,深信服,1.4.3,网络安全,126,华为,1.4,工业互联网安全,232
+142,深信服,1.4.2,控制安全,126,华为,1.4,工业互联网安全,227
+142,深信服,1.4.3,网络安全,170,Pseudo1,1,供给,224
+142,深信服,1.4.2,控制安全,170,Pseudo1,1,供给,215
+29,京东工业品,1.3,工业软件,170,Pseudo1,1,供给,189
+106,阿里巴巴,1.3,工业软件,170,Pseudo1,1,供给,181
+98,Microsoft Azure,2,工业互联网平台,170,Pseudo1,1,供给,113
+102,Amazon AWS,2,工业互联网平台,170,Pseudo1,1,供给,111
+40,奇安信,1.4.4,平台安全,126,华为,1.4,工业互联网安全,109
+0,360科技,1.4.4,平台安全,126,华为,1.4,工业互联网安全,107
+99,Siemens,2.1,PaaS,98,Microsoft Azure,2,工业互联网平台,102
+99,Siemens,2.1,PaaS,102,Amazon AWS,2,工业互联网平台,102
+0,360科技,1.4.4,平台安全,170,Pseudo1,1,供给,94
+99,Siemens,2.1,PaaS,170,Pseudo1,1,供给,93
+157,新华三,1.4.1,设备安全,126,华为,1.4,工业互联网安全,91
+40,奇安信,1.4.4,平台安全,170,Pseudo1,1,供给,88
+157,新华三,1.4.1,设备安全,170,Pseudo1,1,供给,80
+130,金蝶,1.3.5,仓储物流,106,阿里巴巴,1.3,工业软件,74
+130,金蝶,1.3.5,仓储物流,29,京东工业品,1.3,工业软件,74
+130,金蝶,1.3.5,仓储物流,170,Pseudo1,1,供给,73
+58,用友,1.3.2,采购供应,29,京东工业品,1.3,工业软件,68
+130,金蝶,1.3.2,采购供应,29,京东工业品,1.3,工业软件,68
+58,用友,1.3.2,采购供应,106,阿里巴巴,1.3,工业软件,63
+130,金蝶,1.3.2,采购供应,106,阿里巴巴,1.3,工业软件,63
+58,用友,1.3.2,采购供应,170,Pseudo1,1,供给,60
+130,金蝶,1.3.2,采购供应,170,Pseudo1,1,供给,58
+63,长扬科技,1.4.4.5,安全态势感知,170,Pseudo1,1,供给,50
+135,浪潮,1.3.2.1,供应链管理SCM,106,阿里巴巴,1.3,工业软件,50
+63,长扬科技,1.4.4.5,安全态势感知,0,360科技,1.4.4,平台安全,50
 140,山石网科,1.4.5.1,恶意代码检测系统,41,启明星辰,1.4.5,数据安全,50
-99,Siemens,2.1,PaaS,102,Amazon AWS,2,工业互联网平台,41
-135,浪潮,1.3.2.1,供应链管理SCM,130,金蝶,1.3.2,采购供应,40
-130,金蝶,1.3.5,仓储物流,106,阿里巴巴,1.3,工业软件,39
-63,长扬科技,1.4.4.5,安全态势感知,0,360科技,1.4.4,平台安全,38
-63,长扬科技,1.4.4.5,安全态势感知,40,奇安信,1.4.4,平台安全,38
-135,浪潮,1.3.2.1,供应链管理SCM,58,用友,1.3.2,采购供应,36
-99,Siemens,2.1,PaaS,98,Microsoft Azure,2,工业互联网平台,36
-130,金蝶,1.3.5,仓储物流,29,京东工业品,1.3,工业软件,33
-130,金蝶,1.3.2,采购供应,106,阿里巴巴,1.3,工业软件,23
-135,浪潮,1.3.2.1,供应链管理SCM,106,阿里巴巴,1.3,工业软件,23
-53,天融信,1.4.3.6,沙箱类设备,126,华为,1.4,工业互联网安全,23
-41,启明星辰,1.4.3.2,流量检测,126,华为,1.4,工业互联网安全,23
-58,用友,1.3.2,采购供应,106,阿里巴巴,1.3,工业软件,23
-53,天融信,1.4.5.8,数据加密,126,华为,1.4,工业互联网安全,21
-140,山石网科,1.4.5.1,恶意代码检测系统,126,华为,1.4,工业互联网安全,21
-142,深信服,1.4.3,网络安全,170,Pseudo1,1,供给,21
-53,天融信,1.4.2.3,工控漏洞扫描,126,华为,1.4,工业互联网安全,21
-23,和利时,1.4.2.7,工控原生安全,126,华为,1.4,工业互联网安全,21
-41,启明星辰,1.4.5,数据安全,170,Pseudo1,1,供给,19
-142,深信服,1.4.2,控制安全,170,Pseudo1,1,供给,19
-130,金蝶,1.3.2,采购供应,29,京东工业品,1.3,工业软件,14
-58,用友,1.3.2,采购供应,29,京东工业品,1.3,工业软件,14
-135,浪潮,1.3.2.1,供应链管理SCM,29,京东工业品,1.3,工业软件,14
-157,新华三,1.4.1,设备安全,170,Pseudo1,1,供给,9
-41,启明星辰,1.4.3.2,流量检测,170,Pseudo1,1,供给,6
-53,天融信,1.4.3.6,沙箱类设备,170,Pseudo1,1,供给,6
-99,Siemens,2.1,PaaS,170,Pseudo1,1,供给,5
-53,天融信,1.4.2.3,工控漏洞扫描,170,Pseudo1,1,供给,5
-40,奇安信,1.4.4,平台安全,126,华为,1.4,工业互联网安全,5
-98,Microsoft Azure,2,工业互联网平台,170,Pseudo1,1,供给,5
-63,长扬科技,1.4.4.5,安全态势感知,126,华为,1.4,工业互联网安全,5
-140,山石网科,1.4.5.1,恶意代码检测系统,170,Pseudo1,1,供给,5
-23,和利时,1.4.2.7,工控原生安全,170,Pseudo1,1,供给,5
-53,天融信,1.4.5.8,数据加密,170,Pseudo1,1,供给,5
-0,360科技,1.4.4,平台安全,126,华为,1.4,工业互联网安全,5
-102,Amazon AWS,2,工业互联网平台,170,Pseudo1,1,供给,5
+63,长扬科技,1.4.4.5,安全态势感知,126,华为,1.4,工业互联网安全,50
+140,山石网科,1.4.5.1,恶意代码检测系统,170,Pseudo1,1,供给,50
+140,山石网科,1.4.5.1,恶意代码检测系统,126,华为,1.4,工业互联网安全,50
+41,启明星辰,1.4.3.2,流量检测,126,华为,1.4,工业互联网安全,50
+41,启明星辰,1.4.3.2,流量检测,142,深信服,1.4.3,网络安全,50
+41,启明星辰,1.4.3.2,流量检测,170,Pseudo1,1,供给,50
+135,浪潮,1.3.2.1,供应链管理SCM,58,用友,1.3.2,采购供应,50
+23,和利时,1.4.2.7,工控原生安全,126,华为,1.4,工业互联网安全,50
+135,浪潮,1.3.2.1,供应链管理SCM,170,Pseudo1,1,供给,50
+135,浪潮,1.3.2.1,供应链管理SCM,130,金蝶,1.3.2,采购供应,50
+135,浪潮,1.3.2.1,供应链管理SCM,29,京东工业品,1.3,工业软件,50
+53,天融信,1.4.2.3,工控漏洞扫描,126,华为,1.4,工业互联网安全,50
+53,天融信,1.4.5.8,数据加密,41,启明星辰,1.4.5,数据安全,50
+53,天融信,1.4.5.8,数据加密,126,华为,1.4,工业互联网安全,50
+23,和利时,1.4.2.7,工控原生安全,142,深信服,1.4.2,控制安全,50
+23,和利时,1.4.2.7,工控原生安全,170,Pseudo1,1,供给,50
+53,天融信,1.4.5.8,数据加密,170,Pseudo1,1,供给,50
+63,长扬科技,1.4.4.5,安全态势感知,40,奇安信,1.4.4,平台安全,50
+53,天融信,1.4.2.3,工控漏洞扫描,170,Pseudo1,1,供给,50
+53,天融信,1.4.3.6,沙箱类设备,170,Pseudo1,1,供给,50
+53,天融信,1.4.3.6,沙箱类设备,142,深信服,1.4.3,网络安全,50
+53,天融信,1.4.3.6,沙箱类设备,126,华为,1.4,工业互联网安全,50
+53,天融信,1.4.2.3,工控漏洞扫描,142,深信服,1.4.2,控制安全,50
+102,Amazon AWS,2.1.4,工业大数据,99,Siemens,2.1,PaaS,31
+99,Siemens,1.3.3,生产制造,29,京东工业品,1.3,工业软件,30
+77,Oracle,1.3.4,企业运营管理,29,京东工业品,1.3,工业软件,30
+81,SAP,1.3.4,企业运营管理,106,阿里巴巴,1.3,工业软件,28
+81,SAP,1.3.4,企业运营管理,29,京东工业品,1.3,工业软件,27
+97,General Electric,1.3.3,生产制造,29,京东工业品,1.3,工业软件,26
+80,Salesforce,1.3.4,企业运营管理,106,阿里巴巴,1.3,工业软件,25
+75,IBM,1.3.3,生产制造,106,阿里巴巴,1.3,工业软件,24
+81,SAP,2.1.4.1,工业大数据存储,115,富士康,2.1.4,工业大数据,24
+115,富士康,2.1.4,工业大数据,99,Siemens,2.1,PaaS,24
+75,IBM,1.3.3,生产制造,29,京东工业品,1.3,工业软件,24
+84,Bosch,2.1.4,工业大数据,99,Siemens,2.1,PaaS,24
+79,PTC,2.1.4.1,工业大数据存储,115,富士康,2.1.4,工业大数据,23
+93,Cadence,1.3.1,设计研发,29,京东工业品,1.3,工业软件,22
+102,Amazon AWS,2.1.4,工业大数据,102,Amazon AWS,2,工业互联网平台,20
+148,腾讯,2.1.3,工业物联网,99,Siemens,2.1,PaaS,20
+99,Siemens,1.3.3,生产制造,106,阿里巴巴,1.3,工业软件,20
+97,General Electric,1.3.3,生产制造,106,阿里巴巴,1.3,工业软件,20
+102,Amazon AWS,2.1.4,工业大数据,98,Microsoft Azure,2,工业互联网平台,20
+79,PTC,2.1.4.2,工业大数据管理,115,富士康,2.1.4,工业大数据,19
+79,PTC,2.1.4.1,工业大数据存储,84,Bosch,2.1.4,工业大数据,19
+81,SAP,2.1.4.2,工业大数据管理,115,富士康,2.1.4,工业大数据,19
+81,SAP,2.1.4.1,工业大数据存储,84,Bosch,2.1.4,工业大数据,18
+52,天空卫士,1.4.5.5,敏感数据发现与监控,41,启明星辰,1.4.5,数据安全,18
+41,启明星辰,1.4.3.4,攻击溯源,142,深信服,1.4.3,网络安全,18
+40,奇安信,1.4.2.5,安全日志与审计,142,深信服,1.4.2,控制安全,18
+27,江南天安,1.4.4.2,密钥管理,0,360科技,1.4.4,平台安全,18
+41,启明星辰,1.4.3.5,负载均衡,142,深信服,1.4.3,网络安全,18
+37,绿盟,1.4.3.1,网络漏洞扫描和补丁管理,142,深信服,1.4.3,网络安全,18
+53,天融信,1.4.3.5,负载均衡,142,深信服,1.4.3,网络安全,18
+53,天融信,1.4.3.4,攻击溯源,142,深信服,1.4.3,网络安全,18
+5,安华金和,1.4.5.9,数据防火墙,41,启明星辰,1.4.5,数据安全,18
+11,北信源,1.4.4.2,密钥管理,0,360科技,1.4.4,平台安全,18
+37,绿盟,1.4.2.2,工控主机卫士,142,深信服,1.4.2,控制安全,18
+79,PTC,2.1.4.2,工业大数据管理,84,Bosch,2.1.4,工业大数据,18
+162,壹进制,1.4.5.6,数据容灾备份,41,启明星辰,1.4.5,数据安全,18
+5,安华金和,1.4.5.5,敏感数据发现与监控,41,启明星辰,1.4.5,数据安全,18
+108,百度,2.1.3,工业物联网,99,Siemens,2.1,PaaS,18
+5,安华金和,1.4.5.4,数据脱敏,41,启明星辰,1.4.5,数据安全,18
+30,可信华泰,1.4.2.6,隐私计算,142,深信服,1.4.2,控制安全,18
+53,天融信,1.4.4.4,工业应用行为监控,0,360科技,1.4.4,平台安全,18
+80,Salesforce,1.3.4,企业运营管理,29,京东工业品,1.3,工业软件,18
+151,唯智信息,1.3.5.1,仓储物流管理WMS,130,金蝶,1.3.5,仓储物流,18
+37,绿盟,1.4.4.3,接入认证,0,360科技,1.4.4,平台安全,18
+37,绿盟,1.4.5.2,数据防泄漏系统,41,启明星辰,1.4.5,数据安全,18
+55,威努特,1.4.4.4,工业应用行为监控,0,360科技,1.4.4,平台安全,18
+55,威努特,1.4.2.2,工控主机卫士,142,深信服,1.4.2,控制安全,18
+162,壹进制,1.4.5.7,数据恢复,41,启明星辰,1.4.5,数据安全,18
+114,富勒科技,1.3.5.1,仓储物流管理WMS,130,金蝶,1.3.5,仓储物流,18
+54,网御星云,1.4.4.3,接入认证,0,360科技,1.4.4,平台安全,18
+53,天融信,1.4.5.7,数据恢复,41,启明星辰,1.4.5,数据安全,18
+59,优特捷,1.4.2.5,安全日志与审计,142,深信服,1.4.2,控制安全,18
+122,国民技术,1.4.2.6,隐私计算,142,深信服,1.4.2,控制安全,18
+81,SAP,2.1.4.2,工业大数据管理,84,Bosch,2.1.4,工业大数据,18
+53,天融信,1.4.5.6,数据容灾备份,41,启明星辰,1.4.5,数据安全,18
+53,天融信,1.4.5.2,数据防泄漏系统,41,启明星辰,1.4.5,数据安全,18
+41,启明星辰,1.4.3.1,网络漏洞扫描和补丁管理,142,深信服,1.4.3,网络安全,18
+140,山石网科,1.4.5.9,数据防火墙,41,启明星辰,1.4.5,数据安全,18
+140,山石网科,1.4.5.4,数据脱敏,41,启明星辰,1.4.5,数据安全,18
+99,Siemens,1.3.1,设计研发,106,阿里巴巴,1.3,工业软件,17
+106,阿里巴巴,2.1.1,开发工具,99,Siemens,2.1,PaaS,17
+84,Bosch,2.1.4,工业大数据,102,Amazon AWS,2,工业互联网平台,17
+84,Bosch,2.1.4,工业大数据,98,Microsoft Azure,2,工业互联网平台,17
+85,Dassault,2.1.1,开发工具,99,Siemens,2.1,PaaS,16
+77,Oracle,1.3.4,企业运营管理,106,阿里巴巴,1.3,工业软件,16
+102,Amazon AWS,2.1.4,工业大数据,170,Pseudo1,1,供给,16
+85,Dassault,1.3.1,设计研发,29,京东工业品,1.3,工业软件,16
+126,华为,2.1.3,工业物联网,99,Siemens,2.1,PaaS,15
+58,用友,1.3.4.2,客户关系管理CRM,81,SAP,1.3.4,企业运营管理,15
+81,SAP,2.1.4.1,工业大数据存储,102,Amazon AWS,2.1.4,工业大数据,15
+41,启明星辰,1.4.1.2,下一代防火墙,157,新华三,1.4.1,设备安全,15
+84,Bosch,2.1.4,工业大数据,170,Pseudo1,1,供给,15
+79,PTC,2.1.4.1,工业大数据存储,102,Amazon AWS,2.1.4,工业大数据,14
+99,Siemens,1.3.1,设计研发,29,京东工业品,1.3,工业软件,14
+100,Synopsys,1.3.1,设计研发,29,京东工业品,1.3,工业软件,14
+41,启明星辰,1.4.1.5,统一威胁管理系统,157,新华三,1.4.1,设备安全,14
+53,天融信,1.4.5.7,数据恢复,126,华为,1.4,工业互联网安全,14
+53,天融信,1.4.5.3,数据审计系统,41,启明星辰,1.4.5,数据安全,14
+9,北京航天测控,1.3.3.7,故障预测与健康管理PHM,99,Siemens,1.3.3,生产制造,14
+107,安恒信息,1.4.3.3,APT检测,142,深信服,1.4.3,网络安全,14
+37,绿盟,1.4.2.2,工控主机卫士,126,华为,1.4,工业互联网安全,14
+79,PTC,2.1.3.5,容器服务,126,华为,2.1.3,工业物联网,13
+52,天空卫士,1.4.5.5,敏感数据发现与监控,126,华为,1.4,工业互联网安全,13
+140,山石网科,1.4.1.4,入侵检测系统,157,新华三,1.4.1,设备安全,13
+53,天融信,1.4.3.4,攻击溯源,170,Pseudo1,1,供给,13
+54,网御星云,1.4.4.3,接入认证,40,奇安信,1.4.4,平台安全,13
+37,绿盟,1.4.4.3,接入认证,40,奇安信,1.4.4,平台安全,13
+55,威努特,1.4.4.4,工业应用行为监控,126,华为,1.4,工业互联网安全,13
+55,威努特,1.4.4.4,工业应用行为监控,40,奇安信,1.4.4,平台安全,13
+79,PTC,2.1.4.2,工业大数据管理,102,Amazon AWS,2.1.4,工业大数据,13
+122,国民技术,1.4.2.6,隐私计算,126,华为,1.4,工业互联网安全,13
+59,优特捷,1.4.2.5,安全日志与审计,126,华为,1.4,工业互联网安全,13
+22,航天云网,2.1.3.1,物联网服务,108,百度,2.1.3,工业物联网,13
+81,SAP,2.1.4.2,工业大数据管理,102,Amazon AWS,2.1.4,工业大数据,13
+140,山石网科,1.4.5.9,数据防火墙,126,华为,1.4,工业互联网安全,13
+70,ABB,1.3.3.4,可编程逻揖控制系统PLC,99,Siemens,1.3.3,生产制造,13
+40,奇安信,1.4.2.5,安全日志与审计,126,华为,1.4,工业互联网安全,13
+5,安华金和,1.4.5.3,数据审计系统,41,启明星辰,1.4.5,数据安全,13
+53,天融信,1.4.1.4,入侵检测系统,157,新华三,1.4.1,设备安全,13
+27,江南天安,1.4.4.2,密钥管理,40,奇安信,1.4.4,平台安全,13
+53,天融信,1.4.5.6,数据容灾备份,126,华为,1.4,工业互联网安全,13
+37,绿盟,1.4.3.1,网络漏洞扫描和补丁管理,126,华为,1.4,工业互联网安全,13
+106,阿里巴巴,2.1.3,工业物联网,99,Siemens,2.1,PaaS,13
+53,天融信,1.4.4.4,工业应用行为监控,40,奇安信,1.4.4,平台安全,13
+53,天融信,1.4.3.4,攻击溯源,126,华为,1.4,工业互联网安全,13
+11,北信源,1.4.4.2,密钥管理,40,奇安信,1.4.4,平台安全,13
+151,唯智信息,1.3.5.1,仓储物流管理WMS,29,京东工业品,1.3,工业软件,12
+53,天融信,1.4.1.5,统一威胁管理系统,157,新华三,1.4.1,设备安全,12
+14,东华软件,1.3.4.3,人力资源管理HRM,77,Oracle,1.3.4,企业运营管理,12
+138,启明信息,1.3.1.5,产品数据管理PDM,39,Autodesk,1.3.1,设计研发,12
+67,中国移动,1.2,工业互联网网络,170,Pseudo1,1,供给,12
+162,壹进制,1.4.5.7,数据恢复,126,华为,1.4,工业互联网安全,12
+5,安华金和,1.4.5.4,数据脱敏,126,华为,1.4,工业互联网安全,12
+41,启明星辰,1.4.3.5,负载均衡,126,华为,1.4,工业互联网安全,12
+151,唯智信息,1.3.5.1,仓储物流管理WMS,106,阿里巴巴,1.3,工业软件,12
+37,绿盟,1.4.3.1,网络漏洞扫描和补丁管理,170,Pseudo1,1,供给,12
+13,东方国信,2.1.3.3,工业引擎服务,108,百度,2.1.3,工业物联网,12
+130,金蝶,1.3.4.2,客户关系管理CRM,77,Oracle,1.3.4,企业运营管理,12
+59,优特捷,1.4.2.5,安全日志与审计,170,Pseudo1,1,供给,12
+5,安华金和,1.4.5.5,敏感数据发现与监控,126,华为,1.4,工业互联网安全,12
+23,和利时,2.1.3.6,微服务,148,腾讯,2.1.3,工业物联网,12
+58,用友,1.3.4.3,人力资源管理HRM,81,SAP,1.3.4,企业运营管理,12
+75,IBM,1.3.3,生产制造,170,Pseudo1,1,供给,12
+37,绿盟,1.4.2.2,工控主机卫士,170,Pseudo1,1,供给,12
+58,用友,1.3.4.2,客户关系管理CRM,77,Oracle,1.3.4,企业运营管理,12
+162,壹进制,1.4.5.6,数据容灾备份,126,华为,1.4,工业互联网安全,12
+41,启明星辰,1.4.3.1,网络漏洞扫描和补丁管理,126,华为,1.4,工业互联网安全,12
+41,启明星辰,1.4.3.1,网络漏洞扫描和补丁管理,170,Pseudo1,1,供给,12
+135,浪潮,2.1.3.5,容器服务,108,百度,2.1.3,工业物联网,12
+130,金蝶,1.3.4.3,人力资源管理HRM,81,SAP,1.3.4,企业运营管理,12
+130,金蝶,1.3.4.3,人力资源管理HRM,77,Oracle,1.3.4,企业运营管理,12
+37,绿盟,1.4.5.2,数据防泄漏系统,126,华为,1.4,工业互联网安全,12
+45,石化盈科,1.3.4.2,客户关系管理CRM,77,Oracle,1.3.4,企业运营管理,12
+55,威努特,1.4.2.2,工控主机卫士,126,华为,1.4,工业互联网安全,12
+55,威努特,1.4.1.2,下一代防火墙,157,新华三,1.4.1,设备安全,12
+151,唯智信息,1.3.5.1,仓储物流管理WMS,170,Pseudo1,1,供给,12
+130,金蝶,1.3.4.2,客户关系管理CRM,81,SAP,1.3.4,企业运营管理,12
+39,Autodesk,1.3.1,设计研发,106,阿里巴巴,1.3,工业软件,12
+50,索为系统,1.3.1.5,产品数据管理PDM,100,Synopsys,1.3.1,设计研发,12
+112,东华测试,1.3.3.7,故障预测与健康管理PHM,75,IBM,1.3.3,生产制造,12
+80,Salesforce,1.3.4,企业运营管理,170,Pseudo1,1,供给,12
+95,Schneider,2.3,边缘层,98,Microsoft Azure,2,工业互联网平台,12
+112,东华测试,1.3.3.7,故障预测与健康管理PHM,97,General Electric,1.3.3,生产制造,12
+114,富勒科技,1.3.5.1,仓储物流管理WMS,106,阿里巴巴,1.3,工业软件,12
+79,PTC,2.1.3.2,平台基础服务,97,General Electric,2.1.3,工业物联网,12
+79,PTC,2.1.3.2,平台基础服务,106,阿里巴巴,2.1.3,工业物联网,12
+126,华为,2.3,边缘层,102,Amazon AWS,2,工业互联网平台,12
+10,北京英贝思,1.3.3.5,企业资产管理系统EAM,75,IBM,1.3.3,生产制造,12
+114,富勒科技,1.3.5.1,仓储物流管理WMS,29,京东工业品,1.3,工业软件,12
+37,绿盟,1.4.4.3,接入认证,126,华为,1.4,工业互联网安全,11
+22,航天云网,2.1.3.7,制造类API,106,阿里巴巴,2.1.3,工业物联网,11
+9,北京航天测控,1.3.3.7,故障预测与健康管理PHM,75,IBM,1.3.3,生产制造,11
+114,富勒科技,1.3.5.1,仓储物流管理WMS,170,Pseudo1,1,供给,11
+111,鼎捷软件,1.3.4.1,企业资源计划ERP,80,Salesforce,1.3.4,企业运营管理,11
+41,启明星辰,1.4.3.4,攻击溯源,126,华为,1.4,工业互联网安全,11
+53,天融信,1.4.5.2,数据防泄漏系统,126,华为,1.4,工业互联网安全,11
+140,山石网科,1.4.5.4,数据脱敏,126,华为,1.4,工业互联网安全,11
+58,用友,1.3.4.3,人力资源管理HRM,80,Salesforce,1.3.4,企业运营管理,11
+43,神舟软件,1.3.1.5,产品数据管理PDM,39,Autodesk,1.3.1,设计研发,11
+53,天融信,1.4.5.6,数据容灾备份,170,Pseudo1,1,供给,11
+26,寄云科技,2.1.3.5,容器服务,74,HoneyWell,2.1.3,工业物联网,11
+53,天融信,1.4.5.7,数据恢复,170,Pseudo1,1,供给,11
+13,东方国信,2.1.3.5,容器服务,148,腾讯,2.1.3,工业物联网,11
+90,Mentor Graphics,1.3.1.7,电子设计自动化EDA,39,Autodesk,1.3.1,设计研发,11
+122,国民技术,1.4.2.6,隐私计算,170,Pseudo1,1,供给,11
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+56,芯愿景,1.3.1.7,电子设计自动化EDA,85,Dassault,1.3.1,设计研发,10
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+79,PTC,2.1.3.1,物联网服务,106,阿里巴巴,2.1.3,工业物联网,10
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+162,壹进制,1.4.5.6,数据容灾备份,170,Pseudo1,1,供给,10
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+135,浪潮,2.1.3.2,平台基础服务,106,阿里巴巴,2.1.3,工业物联网,10
+135,浪潮,2.1.3.4,应用管理服务,74,HoneyWell,2.1.3,工业物联网,10
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+45,石化盈科,1.3.4.2,客户关系管理CRM,80,Salesforce,1.3.4,企业运营管理,10
+43,神舟软件,1.3.1.5,产品数据管理PDM,85,Dassault,1.3.1,设计研发,10
+79,PTC,2.1.3.1,物联网服务,73,FANUC,2.1.3,工业物联网,10
+74,HoneyWell,2.1.3,工业物联网,99,Siemens,2.1,PaaS,10
+41,启明星辰,1.4.3.5,负载均衡,170,Pseudo1,1,供给,10
+138,启明信息,1.3.1.5,产品数据管理PDM,85,Dassault,1.3.1,设计研发,10
+79,PTC,2.1.3.3,工业引擎服务,74,HoneyWell,2.1.3,工业物联网,10
+116,概伦电子,1.3.1.7,电子设计自动化EDA,93,Cadence,1.3.1,设计研发,10
+139,容知日新,1.3.3.7,故障预测与健康管理PHM,97,General Electric,1.3.3,生产制造,10
+130,金蝶,1.3.4.2,客户关系管理CRM,80,Salesforce,1.3.4,企业运营管理,10
+79,PTC,2.1.3.3,工业引擎服务,148,腾讯,2.1.3,工业物联网,10
+140,山石网科,1.4.5.9,数据防火墙,170,Pseudo1,1,供给,10
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+76,MasterCAM,1.3.1.3,计算机辅助制造CAM,99,Siemens,1.3.1,设计研发,10
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+22,航天云网,2.1.3.3,工业引擎服务,97,General Electric,2.1.3,工业物联网,10
+13,东方国信,2.1.3.2,平台基础服务,97,General Electric,2.1.3,工业物联网,10
+13,东方国信,2.1.3.2,平台基础服务,73,FANUC,2.1.3,工业物联网,10
+22,航天云网,2.1.3.2,平台基础服务,108,百度,2.1.3,工业物联网,10
+145,思普软件,1.3.1.4,计算机辅助工艺过程设计CAPP,100,Synopsys,1.3.1,设计研发,10
+68,中望软件,1.3.1.3,计算机辅助制造CAM,39,Autodesk,1.3.1,设计研发,10
+22,航天云网,2.1.3.1,物联网服务,148,腾讯,2.1.3,工业物联网,10
+100,Synopsys,1.3.1,设计研发,106,阿里巴巴,1.3,工业软件,10
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+99,Siemens,1.3.3,生产制造,170,Pseudo1,1,供给,10
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+37,绿盟,1.4.5.2,数据防泄漏系统,170,Pseudo1,1,供给,10
+58,用友,1.3.4.3,人力资源管理HRM,77,Oracle,1.3.4,企业运营管理,10
+58,用友,1.3.1.6,产品生命周期管理PLM,85,Dassault,1.3.1,设计研发,10
+13,东方国信,2.1.3.7,制造类API,97,General Electric,2.1.3,工业物联网,10
+86,Dell EMC,1.1,工业自动化,170,Pseudo1,1,供给,10
+37,绿盟,1.4.1.4,入侵检测系统,157,新华三,1.4.1,设备安全,10
+81,SAP,2.1.4.2,工业大数据管理,99,Siemens,2.1,PaaS,10
+126,华为,1.2,工业互联网网络,170,Pseudo1,1,供给,10
+111,鼎捷软件,1.3.1.6,产品生命周期管理PLM,100,Synopsys,1.3.1,设计研发,9
+135,浪潮,2.1.3.2,平台基础服务,148,腾讯,2.1.3,工业物联网,9
+135,浪潮,2.1.3.4,应用管理服务,108,百度,2.1.3,工业物联网,9
+135,浪潮,2.1.3.4,应用管理服务,106,阿里巴巴,2.1.3,工业物联网,9
+22,航天云网,2.1.3.1,物联网服务,73,FANUC,2.1.3,工业物联网,9
+47,首自信,2.1.1.4,组态建模工具,148,腾讯,2.1.1,开发工具,9
+47,首自信,2.1.2.4,行业机理模型,84,Bosch,2.1.2,工业模型库,9
+135,浪潮,2.1.3.4,应用管理服务,73,FANUC,2.1.3,工业物联网,9
+135,浪潮,2.1.3.2,平台基础服务,126,华为,2.1.3,工业物联网,9
+112,东华测试,1.3.3.7,故障预测与健康管理PHM,99,Siemens,1.3.3,生产制造,9
+84,Bosch,2.1.2,工业模型库,99,Siemens,2.1,PaaS,9
+22,航天云网,1.2.2,标识解析,67,中国移动,1.2,工业互联网网络,9
+48,曙光信息,1.2.2,标识解析,106,阿里巴巴,1.2,工业互联网网络,9
+21,Hexagon,1.3.1.3,计算机辅助制造CAM,99,Siemens,1.3.1,设计研发,9
+4,爱创科技,1.2.2,标识解析,97,General Electric,1.2,工业互联网网络,9
+21,Hexagon,1.3.1.3,计算机辅助制造CAM,100,Synopsys,1.3.1,设计研发,9
+49,数码大方,2.1.2.3,研发仿真模型,58,用友,2.1.2,工业模型库,9
+140,山石网科,1.4.5.3,数据审计系统,41,启明星辰,1.4.5,数据安全,9
+168,中控技术,1.3.3.4,可编程逻揖控制系统PLC,75,IBM,1.3.3,生产制造,9
+79,PTC,2.1.3.7,制造类API,73,FANUC,2.1.3,工业物联网,9
+135,浪潮,2.1.3.5,容器服务,97,General Electric,2.1.3,工业物联网,9
+30,可信华泰,1.4.2.6,隐私计算,170,Pseudo1,1,供给,9
+135,浪潮,2.1.3.6,微服务,148,腾讯,2.1.3,工业物联网,9
+15,东软集团,1.3.3.5,企业资产管理系统EAM,75,IBM,1.3.3,生产制造,9
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+37,绿盟,1.4.1.2,下一代防火墙,157,新华三,1.4.1,设备安全,9
+115,富士康,2.1.4,工业大数据,102,Amazon AWS,2,工业互联网平台,9
+145,思普软件,1.3.1.4,计算机辅助工艺过程设计CAPP,99,Siemens,1.3.1,设计研发,9
+27,江南天安,1.4.4.2,密钥管理,126,华为,1.4,工业互联网安全,9
+115,富士康,2.1.4,工业大数据,170,Pseudo1,1,供给,9
+115,富士康,2.1.4,工业大数据,98,Microsoft Azure,2,工业互联网平台,9
+26,寄云科技,2.1.3.2,平台基础服务,73,FANUC,2.1.3,工业物联网,9
+139,容知日新,1.3.3.7,故障预测与健康管理PHM,99,Siemens,1.3.3,生产制造,9
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+110,晨科软件,1.3.3.5,企业资产管理系统EAM,99,Siemens,1.3.3,生产制造,9
+97,General Electric,1.2,工业互联网网络,170,Pseudo1,1,供给,9
+41,启明星辰,1.4.3.4,攻击溯源,170,Pseudo1,1,供给,9
+140,山石网科,1.4.5.4,数据脱敏,170,Pseudo1,1,供给,9
+22,航天云网,2.1.3.7,制造类API,73,FANUC,2.1.3,工业物联网,9
+22,航天云网,2.1.3.7,制造类API,148,腾讯,2.1.3,工业物联网,9
+22,航天云网,2.1.3.6,微服务,74,HoneyWell,2.1.3,工业物联网,9
+22,航天云网,2.1.3.4,应用管理服务,73,FANUC,2.1.3,工业物联网,9
+156,芯禾科技,1.3.1.7,电子设计自动化EDA,85,Dassault,1.3.1,设计研发,9
+38,牛刀,2.1.1.3,流程开发工具,106,阿里巴巴,2.1.1,开发工具,9
+3,艾克斯特,1.3.1.6,产品生命周期管理PLM,39,Autodesk,1.3.1,设计研发,9
+158,信大捷安,1.4.4.1,身份鉴别与访问控制,0,360科技,1.4.4,平台安全,9
+76,MasterCAM,1.3.1.3,计算机辅助制造CAM,100,Synopsys,1.3.1,设计研发,9
+43,神舟软件,1.3.1.5,产品数据管理PDM,100,Synopsys,1.3.1,设计研发,9
+79,PTC,2.1.3.3,工业引擎服务,126,华为,2.1.3,工业物联网,9
+13,东方国信,2.1.3.6,微服务,74,HoneyWell,2.1.3,工业物联网,9
+6,安世亚太,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,9
+126,华为,2.1.1.5,数字孪生建模工具,80,Salesforce,2.1.1,开发工具,9
+13,东方国信,2.1.4.1.4,时序数据库,81,SAP,2.1.4.1,工业大数据存储,9
+79,PTC,2.1.3.6,微服务,148,腾讯,2.1.3,工业物联网,9
+13,东方国信,2.1.3.4,应用管理服务,97,General Electric,2.1.3,工业物联网,9
+50,索为系统,1.3.1.5,产品数据管理PDM,93,Cadence,1.3.1,设计研发,9
+56,芯愿景,1.3.1.7,电子设计自动化EDA,100,Synopsys,1.3.1,设计研发,9
+13,东方国信,2.1.3.4,应用管理服务,73,FANUC,2.1.3,工业物联网,9
+55,威努特,1.4.4.4,工业应用行为监控,170,Pseudo1,1,供给,9
+13,东方国信,2.1.3.4,应用管理服务,126,华为,2.1.3,工业物联网,9
+79,PTC,1.3.1.4,计算机辅助工艺过程设计CAPP,39,Autodesk,1.3.1,设计研发,9
+79,PTC,2.1.3.1,物联网服务,148,腾讯,2.1.3,工业物联网,9
+13,东方国信,2.1.3.3,工业引擎服务,73,FANUC,2.1.3,工业物联网,9
+124,海尔,2.3,边缘层,98,Microsoft Azure,2,工业互联网平台,9
+68,中望软件,1.3.1.3,计算机辅助制造CAM,93,Cadence,1.3.1,设计研发,9
+53,天融信,1.4.5.2,数据防泄漏系统,170,Pseudo1,1,供给,9
+5,安华金和,1.4.5.5,敏感数据发现与监控,170,Pseudo1,1,供给,9
+78,OutSystems,2.1.1.1,算法建模工具,106,阿里巴巴,2.1.1,开发工具,9
+13,东方国信,2.1.3.2,平台基础服务,148,腾讯,2.1.3,工业物联网,9
+13,东方国信,2.1.3.2,平台基础服务,106,阿里巴巴,2.1.3,工业物联网,9
+79,PTC,2.1.3.4,应用管理服务,108,百度,2.1.3,工业物联网,9
+79,PTC,2.1.3.3,工业引擎服务,73,FANUC,2.1.3,工业物联网,8
+79,PTC,2.1.3.7,制造类API,74,HoneyWell,2.1.3,工业物联网,8
+11,北信源,1.4.4.2,密钥管理,126,华为,1.4,工业互联网安全,8
+45,石化盈科,1.3.4.1,企业资源计划ERP,77,Oracle,1.3.4,企业运营管理,8
+43,神舟软件,1.3.1.6,产品生命周期管理PLM,100,Synopsys,1.3.1,设计研发,8
+37,绿盟,1.4.4.3,接入认证,170,Pseudo1,1,供给,8
+58,用友,1.3.4.1,企业资源计划ERP,77,Oracle,1.3.4,企业运营管理,8
+82,Uptake,2.1.2.4,行业机理模型,58,用友,2.1.2,工业模型库,8
+39,Autodesk,1.3.1,设计研发,29,京东工业品,1.3,工业软件,8
+58,用友,1.2.2,标识解析,106,阿里巴巴,1.2,工业互联网网络,8
+81,SAP,2.1.4.2,工业大数据管理,98,Microsoft Azure,2,工业互联网平台,8
+53,天融信,1.4.4.4,工业应用行为监控,126,华为,1.4,工业互联网安全,8
+8,梆梆安全,1.4.1.1,工业防火墙,157,新华三,1.4.1,设备安全,8
+81,SAP,2.1.4.2,工业大数据管理,102,Amazon AWS,2,工业互联网平台,8
+42,山大华天,1.3.1.3,计算机辅助制造CAM,99,Siemens,1.3.1,设计研发,8
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+79,PTC,1.3.1.6,产品生命周期管理PLM,93,Cadence,1.3.1,设计研发,8
+42,山大华天,1.3.1.3,计算机辅助制造CAM,100,Synopsys,1.3.1,设计研发,8
+116,概伦电子,1.3.1.7,电子设计自动化EDA,99,Siemens,1.3.1,设计研发,8
+81,SAP,1.3.4,企业运营管理,170,Pseudo1,1,供给,8
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+13,东方国信,2.1.3.7,制造类API,73,FANUC,2.1.3,工业物联网,8
+22,航天云网,2.1.4.2.1,数据质量管理,79,PTC,2.1.4.2,工业大数据管理,8
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+13,东方国信,2.1.3.1,物联网服务,106,阿里巴巴,2.1.3,工业物联网,8
+13,东方国信,2.1.3.1,物联网服务,74,HoneyWell,2.1.3,工业物联网,8
+68,中望软件,1.3.1.3,计算机辅助制造CAM,100,Synopsys,1.3.1,设计研发,8
+78,OutSystems,2.1.1.2,低代码开发工具,80,Salesforce,2.1.1,开发工具,8
+97,General Electric,1.3.3,生产制造,170,Pseudo1,1,供给,8
+22,航天云网,2.1.3.5,容器服务,108,百度,2.1.3,工业物联网,8
+22,航天云网,2.1.3.5,容器服务,148,腾讯,2.1.3,工业物联网,8
+22,航天云网,2.1.3.5,容器服务,73,FANUC,2.1.3,工业物联网,8
+22,航天云网,2.1.3.5,容器服务,97,General Electric,2.1.3,工业物联网,8
+22,航天云网,2.1.3.6,微服务,126,华为,2.1.3,工业物联网,8
+22,航天云网,2.1.3.7,制造类API,126,华为,2.1.3,工业物联网,8
+22,航天云网,2.3.2,边缘数据处理,155,小米,2.3,边缘层,8
+13,东方国信,2.1.3.7,制造类API,106,阿里巴巴,2.1.3,工业物联网,8
+13,东方国信,2.1.3.4,应用管理服务,106,阿里巴巴,2.1.3,工业物联网,8
+105,Intel,1.1,工业自动化,170,Pseudo1,1,供给,8
+93,Cadence,1.3.1,设计研发,106,阿里巴巴,1.3,工业软件,8
+149,天泽智云,2.1.2.4,行业机理模型,58,用友,2.1.2,工业模型库,8
+25,华大九天,1.3.1.7,电子设计自动化EDA,100,Synopsys,1.3.1,设计研发,8
+26,寄云科技,2.1.3.2,平台基础服务,108,百度,2.1.3,工业物联网,8
+13,东方国信,2.1.3.5,容器服务,106,阿里巴巴,2.1.3,工业物联网,8
+149,天泽智云,2.1.2.1,数据算法模型,79,PTC,2.1.2,工业模型库,8
+26,寄云科技,2.1.3.4,应用管理服务,148,腾讯,2.1.3,工业物联网,8
+26,寄云科技,2.1.3.7,制造类API,108,百度,2.1.3,工业物联网,8
+45,石化盈科,2.1.4.1.1,关系型数据库,81,SAP,2.1.4.1,工业大数据存储,8
+13,东方国信,2.1.3.5,容器服务,74,HoneyWell,2.1.3,工业物联网,8
+31,昆仑数据,1.3.3.3,数据采集与监视控制系统SCADA,75,IBM,1.3.3,生产制造,8
+45,石化盈科,1.3.4.2,客户关系管理CRM,81,SAP,1.3.4,企业运营管理,8
+88,HPE,1.1.3,工业服务器,126,华为,1.1,工业自动化,8
+135,浪潮,2.1.3.3,工业引擎服务,73,FANUC,2.1.3,工业物联网,8
+47,首自信,2.1.2.1,数据算法模型,58,用友,2.1.2,工业模型库,8
+135,浪潮,2.1.3.5,容器服务,148,腾讯,2.1.3,工业物联网,8
+135,浪潮,2.1.3.1,物联网服务,126,华为,2.1.3,工业物联网,8
+135,浪潮,2.1.3.1,物联网服务,148,腾讯,2.1.3,工业物联网,8
+47,首自信,2.1.1.2,低代码开发工具,85,Dassault,2.1.1,开发工具,8
+48,曙光信息,1.2.2,标识解析,126,华为,1.2,工业互联网网络,8
+49,数码大方,2.1.2.1,数据算法模型,58,用友,2.1.2,工业模型库,8
+79,PTC,2.1.3.4,应用管理服务,97,General Electric,2.1.3,工业物联网,8
+47,首自信,2.1.1.2,低代码开发工具,80,Salesforce,2.1.1,开发工具,8
+47,首自信,2.1.1.2,低代码开发工具,148,腾讯,2.1.1,开发工具,8
+135,浪潮,2.1.3.2,平台基础服务,73,FANUC,2.1.3,工业物联网,8
+79,PTC,2.1.4.1,工业大数据存储,99,Siemens,2.1,PaaS,8
+47,首自信,2.1.1.1,算法建模工具,148,腾讯,2.1.1,开发工具,8
+135,浪潮,2.1.3.6,微服务,73,FANUC,2.1.3,工业物联网,8
+135,浪潮,2.1.3.7,制造类API,74,HoneyWell,2.1.3,工业物联网,8
+118,工邦邦,1.3.3.6,运维保障系统MRO,97,General Electric,1.3.3,生产制造,8
+133,蓝盾股份,1.4.4.1,身份鉴别与访问控制,0,360科技,1.4.4,平台安全,8
+135,浪潮,2.1.3.4,应用管理服务,126,华为,2.1.3,工业物联网,8
+135,浪潮,2.1.3.7,制造类API,108,百度,2.1.3,工业物联网,8
+47,首自信,2.1.2.4,行业机理模型,79,PTC,2.1.2,工业模型库,8
+135,浪潮,2.1.3.7,制造类API,148,腾讯,2.1.3,工业物联网,8
+135,浪潮,2.1.3.3,工业引擎服务,126,华为,2.1.3,工业物联网,8
+135,浪潮,2.1.3.3,工业引擎服务,148,腾讯,2.1.3,工业物联网,8
+79,PTC,1.3.1.1,计算机辅助设计CAD,39,Autodesk,1.3.1,设计研发,7
+106,阿里巴巴,1.2,工业互联网网络,170,Pseudo1,1,供给,7
+13,东方国信,2.1.3.4,应用管理服务,148,腾讯,2.1.3,工业物联网,7
+50,索为系统,1.3.1.5,产品数据管理PDM,39,Autodesk,1.3.1,设计研发,7
+23,和利时,2.3.2,边缘数据处理,99,Siemens,2.3,边缘层,7
+31,昆仑数据,2.1.4.1.3,实时数据库,79,PTC,2.1.4.1,工业大数据存储,7
+3,艾克斯特,1.3.1.5,产品数据管理PDM,85,Dassault,1.3.1,设计研发,7
+6,安世亚太,1.3.1.2,计算机辅助工程CAE,39,Autodesk,1.3.1,设计研发,7
+92,Omron,1.3.3.4,可编程逻揖控制系统PLC,75,IBM,1.3.3,生产制造,7
+34,力控科技,1.3.3.3,数据采集与监视控制系统SCADA,75,IBM,1.3.3,生产制造,7
+23,和利时,2.3.1,工业数据接入,95,Schneider,2.3,边缘层,7
+47,首自信,2.1.3.6,微服务,73,FANUC,2.1.3,工业物联网,7
+6,安世亚太,2.1.2.2,业务流程模型,79,PTC,2.1.2,工业模型库,7
+25,华大九天,1.3.1.7,电子设计自动化EDA,39,Autodesk,1.3.1,设计研发,7
+79,PTC,2.1.3.6,微服务,73,FANUC,2.1.3,工业物联网,7
+135,浪潮,2.1.3.3,工业引擎服务,106,阿里巴巴,2.1.3,工业物联网,7
+145,思普软件,1.3.1.4,计算机辅助工艺过程设计CAPP,93,Cadence,1.3.1,设计研发,7
+135,浪潮,2.1.3.2,平台基础服务,74,HoneyWell,2.1.3,工业物联网,7
+26,寄云科技,2.1.3.3,工业引擎服务,106,阿里巴巴,2.1.3,工业物联网,7
+47,首自信,2.1.3.6,微服务,106,阿里巴巴,2.1.3,工业物联网,7
+26,寄云科技,2.1.3.3,工业引擎服务,74,HoneyWell,2.1.3,工业物联网,7
+22,航天云网,2.1.4.1.3,实时数据库,79,PTC,2.1.4.1,工业大数据存储,7
+26,寄云科技,2.1.3.3,工业引擎服务,97,General Electric,2.1.3,工业物联网,7
+26,寄云科技,2.1.3.4,应用管理服务,126,华为,2.1.3,工业物联网,7
+79,PTC,2.1.3.6,微服务,108,百度,2.1.3,工业物联网,7
+148,腾讯,2.1.1,开发工具,99,Siemens,2.1,PaaS,7
+26,寄云科技,2.1.3.5,容器服务,148,腾讯,2.1.3,工业物联网,7
+147,拓邦股份,1.1.2,工业控制器,94,Mitsubishi,1.1,工业自动化,7
+3,艾克斯特,1.3.1.4,计算机辅助工艺过程设计CAPP,100,Synopsys,1.3.1,设计研发,7
+135,浪潮,2.1.3.1,物联网服务,108,百度,2.1.3,工业物联网,7
+135,浪潮,2.1.3.7,制造类API,97,General Electric,2.1.3,工业物联网,7
+22,航天云网,2.1.3.7,制造类API,74,HoneyWell,2.1.3,工业物联网,7
+153,武汉开目,1.3.1.4,计算机辅助工艺过程设计CAPP,39,Autodesk,1.3.1,设计研发,7
+21,Hexagon,1.3.1.3,计算机辅助制造CAM,93,Cadence,1.3.1,设计研发,7
+21,Hexagon,1.3.1.3,计算机辅助制造CAM,39,Autodesk,1.3.1,设计研发,7
+134,朗坤智慧,1.3.3.5,企业资产管理系统EAM,97,General Electric,1.3.3,生产制造,7
+20,海基科技,1.3.1.2,计算机辅助工程CAE,39,Autodesk,1.3.1,设计研发,7
+13,东方国信,1.2.2,标识解析,67,中国移动,1.2,工业互联网网络,7
+16,东土科技,2.3.3,协议转换,126,华为,2.3,边缘层,7
+68,中望软件,1.3.1.3,计算机辅助制造CAM,99,Siemens,1.3.1,设计研发,7
+168,中控技术,2.3.1,工业数据接入,126,华为,2.3,边缘层,7
+160,亚信科技,1.4.1.3,防毒墙,157,新华三,1.4.1,设备安全,7
+72,ANSYS,1.3.1.2,计算机辅助工程CAE,100,Synopsys,1.3.1,设计研发,7
+165,智能云科,2.1.2.4,行业机理模型,81,SAP,2.1.2,工业模型库,7
+161,研华科技,2.3.1,工业数据接入,99,Siemens,2.3,边缘层,7
+164,震坤行,1.3.3.6,运维保障系统MRO,75,IBM,1.3.3,生产制造,7
+10,北京英贝思,1.3.3.5,企业资产管理系统EAM,99,Siemens,1.3.3,生产制造,7
+72,ANSYS,1.3.1.2,计算机辅助工程CAE,93,Cadence,1.3.1,设计研发,7
+161,研华科技,2.3.3,协议转换,126,华为,2.3,边缘层,7
+161,研华科技,2.3.3,协议转换,155,小米,2.3,边缘层,7
+68,中望软件,1.3.1.3,计算机辅助制造CAM,85,Dassault,1.3.1,设计研发,7
+13,东方国信,2.1.3.1,物联网服务,148,腾讯,2.1.3,工业物联网,7
+22,航天云网,2.1.1.4,组态建模工具,85,Dassault,2.1.1,开发工具,7
+155,小米,2.3,边缘层,102,Amazon AWS,2,工业互联网平台,7
+62,云道智造,1.3.1.2,计算机辅助工程CAE,85,Dassault,1.3.1,设计研发,7
+49,数码大方,1.3.1.4,计算机辅助工艺过程设计CAPP,99,Siemens,1.3.1,设计研发,7
+144,树根互联,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,7
+62,云道智造,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,7
+22,航天云网,2.1.3.6,微服务,73,FANUC,2.1.3,工业物联网,7
+22,航天云网,2.1.3.5,容器服务,126,华为,2.1.3,工业物联网,7
+22,航天云网,2.1.3.4,应用管理服务,74,HoneyWell,2.1.3,工业物联网,7
+22,航天云网,2.1.3.4,应用管理服务,126,华为,2.1.3,工业物联网,7
+13,东方国信,2.1.3.1,物联网服务,73,FANUC,2.1.3,工业物联网,7
+22,航天云网,2.1.3.3,工业引擎服务,73,FANUC,2.1.3,工业物联网,7
+156,芯禾科技,1.3.1.7,电子设计自动化EDA,39,Autodesk,1.3.1,设计研发,7
+13,东方国信,2.1.3.3,工业引擎服务,106,阿里巴巴,2.1.3,工业物联网,7
+79,PTC,2.1.3.7,制造类API,126,华为,2.1.3,工业物联网,7
+5,安华金和,1.4.5.3,数据审计系统,126,华为,1.4,工业互联网安全,7
+5,安华金和,1.4.5.3,数据审计系统,170,Pseudo1,1,供给,7
+22,航天云网,2.1.3.1,物联网服务,126,华为,2.1.3,工业物联网,7
+22,航天云网,2.1.3.7,制造类API,108,百度,2.1.3,工业物联网,7
+133,蓝盾股份,1.4.4.1,身份鉴别与访问控制,40,奇安信,1.4.4,平台安全,7
+58,用友,1.3.1.6,产品生命周期管理PLM,39,Autodesk,1.3.1,设计研发,7
+85,Dassault,1.3.1,设计研发,106,阿里巴巴,1.3,工业软件,7
+84,Bosch,2.3,边缘层,102,Amazon AWS,2,工业互联网平台,7
+111,鼎捷软件,1.3.3.1,制造执行系统MES,97,General Electric,1.3.3,生产制造,7
+116,概伦电子,1.3.1.7,电子设计自动化EDA,39,Autodesk,1.3.1,设计研发,7
+57,亚控科技,1.3.3.3,数据采集与监视控制系统SCADA,99,Siemens,1.3.3,生产制造,7
+143,沈阳自动化研究所,2.1.1.2,低代码开发工具,85,Dassault,2.1.1,开发工具,7
+57,亚控科技,2.3.2,边缘数据处理,155,小米,2.3,边缘层,7
+38,牛刀,2.1.1.2,低代码开发工具,106,阿里巴巴,2.1.1,开发工具,7
+79,PTC,1.3.1.4,计算机辅助工艺过程设计CAPP,93,Cadence,1.3.1,设计研发,7
+79,PTC,2.3.2,边缘数据处理,124,海尔,2.3,边缘层,7
+79,PTC,2.3.2,边缘数据处理,155,小米,2.3,边缘层,7
+79,PTC,1.3.1.4,计算机辅助工艺过程设计CAPP,99,Siemens,1.3.1,设计研发,7
+58,用友,1.3.1.6,产品生命周期管理PLM,93,Cadence,1.3.1,设计研发,7
+47,首自信,2.1.1.3,流程开发工具,80,Salesforce,2.1.1,开发工具,7
+79,PTC,2.1.3.1,物联网服务,126,华为,2.1.3,工业物联网,7
+81,SAP,2.1.4.2,工业大数据管理,170,Pseudo1,1,供给,7
+82,Uptake,2.1.2.3,研发仿真模型,79,PTC,2.1.2,工业模型库,7
+139,容知日新,1.3.3.7,故障预测与健康管理PHM,75,IBM,1.3.3,生产制造,7
+47,首自信,2.1.1.4,组态建模工具,80,Salesforce,2.1.1,开发工具,7
+138,启明信息,1.3.1.5,产品数据管理PDM,99,Siemens,1.3.1,设计研发,7
+79,PTC,2.3.3,协议转换,155,小米,2.3,边缘层,7
+79,PTC,2.1.3.5,容器服务,108,百度,2.1.3,工业物联网,7
+56,芯愿景,1.3.1.7,电子设计自动化EDA,93,Cadence,1.3.1,设计研发,7
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+72,ANSYS,1.3.1.2,计算机辅助工程CAE,39,Autodesk,1.3.1,设计研发,6
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+79,PTC,2.1.4.1,工业大数据存储,102,Amazon AWS,2,工业互联网平台,6
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+49,数码大方,1.3.1.4,计算机辅助工艺过程设计CAPP,39,Autodesk,1.3.1,设计研发,6
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+38,牛刀,2.1.1.1,算法建模工具,85,Dassault,2.1.1,开发工具,6
+38,牛刀,2.1.1.1,算法建模工具,80,Salesforce,2.1.1,开发工具,6
+26,寄云科技,2.1.3.5,容器服务,97,General Electric,2.1.3,工业物联网,6
+47,首自信,2.1.2.4,行业机理模型,81,SAP,2.1.2,工业模型库,6
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+27,江南天安,1.4.4.2,密钥管理,170,Pseudo1,1,供给,6
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+90,Mentor Graphics,1.3.1.7,电子设计自动化EDA,100,Synopsys,1.3.1,设计研发,6
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+58,用友,1.3.4.2,客户关系管理CRM,80,Salesforce,1.3.4,企业运营管理,6
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+56,芯愿景,1.3.1.7,电子设计自动化EDA,99,Siemens,1.3.1,设计研发,6
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+96,Cisco,1.2.3,数据互通,126,华为,1.2,工业互联网网络,6
+23,和利时,1.3.3.3,数据采集与监视控制系统SCADA,99,Siemens,1.3.3,生产制造,6
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+60,宇动源,2.1.1.2,低代码开发工具,80,Salesforce,2.1.1,开发工具,6
+58,用友,1.2.2,标识解析,67,中国移动,1.2,工业互联网网络,6
+23,和利时,2.3.1,工业数据接入,126,华为,2.3,边缘层,6
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+58,用友,1.3.1.6,产品生命周期管理PLM,100,Synopsys,1.3.1,设计研发,6
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+90,Mentor Graphics,1.3.1.7,电子设计自动化EDA,99,Siemens,1.3.1,设计研发,6
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+25,华大九天,1.3.1.7,电子设计自动化EDA,85,Dassault,1.3.1,设计研发,6
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+26,寄云科技,2.1.3.3,工业引擎服务,108,百度,2.1.3,工业物联网,6
+60,宇动源,2.1.1.1,算法建模工具,80,Salesforce,2.1.1,开发工具,6
+23,和利时,2.3.3,协议转换,95,Schneider,2.3,边缘层,6
+115,富士康,1.1.3,工业服务器,105,Intel,1.1,工业自动化,6
+13,东方国信,2.1.3.1,物联网服务,126,华为,2.1.3,工业物联网,6
+135,浪潮,2.1.3.4,应用管理服务,148,腾讯,2.1.3,工业物联网,6
+146,苏州浩辰,1.3.1.1,计算机辅助设计CAD,100,Synopsys,1.3.1,设计研发,6
+115,富士康,1.1.3,工业服务器,94,Mitsubishi,1.1,工业自动化,6
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+152,卫士通,1.4.4.1,身份鉴别与访问控制,126,华为,1.4,工业互联网安全,6
+161,研华科技,2.3.1,工业数据接入,126,华为,2.3,边缘层,6
+13,东方国信,2.1.3.7,制造类API,126,华为,2.1.3,工业物联网,6
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+135,浪潮,2.1.3.7,制造类API,73,FANUC,2.1.3,工业物联网,6
+156,芯禾科技,1.3.1.7,电子设计自动化EDA,99,Siemens,1.3.1,设计研发,6
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+146,苏州浩辰,1.3.1.1,计算机辅助设计CAD,99,Siemens,1.3.1,设计研发,6
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+159,徐工集团,2.1.2,工业模型库,99,Siemens,2.1,PaaS,6
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+130,金蝶,1.3.4.2,客户关系管理CRM,29,京东工业品,1.3,工业软件,6
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+23,和利时,1.3.3.4,可编程逻揖控制系统PLC,99,Siemens,1.3.3,生产制造,5
+13,东方国信,2.1.3.5,容器服务,73,FANUC,2.1.3,工业物联网,5
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+49,数码大方,1.3.3.1,制造执行系统MES,75,IBM,1.3.3,生产制造,5
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+135,浪潮,2.1.3.6,微服务,108,百度,2.1.3,工业物联网,5
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+26,寄云科技,2.1.3.7,制造类API,97,General Electric,2.1.3,工业物联网,5
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+143,沈阳自动化研究所,2.1.1.5,数字孪生建模工具,85,Dassault,2.1.1,开发工具,5
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+135,浪潮,2.1.3.3,工业引擎服务,97,General Electric,2.1.3,工业物联网,4
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+61,元年科技,1.3.3.3,数据采集与监视控制系统SCADA,99,Siemens,1.3.3,生产制造,4
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+117,格创东智,2.1.1.3,流程开发工具,85,Dassault,2.1.1,开发工具,4
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+13,东方国信,2.1.3.6,微服务,97,General Electric,2.1.3,工业物联网,4
+68,中望软件,1.3.1.1,计算机辅助设计CAD,85,Dassault,1.3.1,设计研发,4
+13,东方国信,2.1.3.7,制造类API,74,HoneyWell,2.1.3,工业物联网,4
+58,用友,1.3.4.2,客户关系管理CRM,106,阿里巴巴,1.3,工业软件,4
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+13,东方国信,2.1.4.1.3,实时数据库,81,SAP,2.1.4.1,工业大数据存储,4
+58,用友,1.2.2,标识解析,97,General Electric,1.2,工业互联网网络,4
+13,东方国信,2.1.4.2.1,数据质量管理,81,SAP,2.1.4.2,工业大数据管理,4
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+57,亚控科技,2.3.1,工业数据接入,124,海尔,2.3,边缘层,4
+70,ABB,1.3.3.2,分布式控制系统DCS,75,IBM,1.3.3,生产制造,4
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+13,东方国信,2.1.3.6,微服务,126,华为,2.1.3,工业物联网,4
+13,东方国信,2.1.3.6,微服务,108,百度,2.1.3,工业物联网,4
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+13,东方国信,2.1.3.4,应用管理服务,74,HoneyWell,2.1.3,工业物联网,4
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 131,九物互联,2.1.1.2,低代码开发工具,106,阿里巴巴,2.1.1,开发工具,4
-42,山大华天,1.3.1.1,计算机辅助设计CAD,85,Dassault,1.3.1,设计研发,4
-13,东方国信,2.1.3.1,物联网服务,74,HoneyWell,2.1.3,工业物联网,4
-79,PTC,2.1.3.2,平台基础服务,106,阿里巴巴,2.1.3,工业物联网,4
-78,OutSystems,2.1.1.5,数字孪生建模工具,80,Salesforce,2.1.1,开发工具,3
-68,中望软件,1.3.1.2,计算机辅助工程CAE,85,Dassault,1.3.1,设计研发,3
-13,东方国信,2.1.3.4,应用管理服务,74,HoneyWell,2.1.3,工业物联网,3
-13,东方国信,2.1.3.6,微服务,74,HoneyWell,2.1.3,工业物联网,3
-13,东方国信,2.1.3.7,制造类API,106,阿里巴巴,2.1.3,工业物联网,3
-13,东方国信,2.1.3.7,制造类API,108,百度,2.1.3,工业物联网,3
-79,PTC,2.3.3,协议转换,126,华为,2.3,边缘层,3
-69,紫光集团,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,3
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+161,研华科技,2.3.1,工业数据接入,155,小米,2.3,边缘层,4
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+145,思普软件,1.3.1.4,计算机辅助工艺过程设计CAPP,39,Autodesk,1.3.1,设计研发,4
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+26,寄云科技,2.1.3.2,平台基础服务,148,腾讯,2.1.3,工业物联网,4
+147,拓邦股份,1.1.2,工业控制器,86,Dell EMC,1.1,工业自动化,4
+26,寄云科技,2.1.3.2,平台基础服务,126,华为,2.1.3,工业物联网,4
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+26,寄云科技,2.1.3.7,制造类API,106,阿里巴巴,2.1.3,工业物联网,4
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+26,寄云科技,2.1.3.7,制造类API,148,腾讯,2.1.3,工业物联网,4
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+26,寄云科技,2.1.3.7,制造类API,74,HoneyWell,2.1.3,工业物联网,4
+168,中控技术,1.3.3.4,可编程逻揖控制系统PLC,99,Siemens,1.3.3,生产制造,4
+26,寄云科技,2.1.3.1,物联网服务,126,华为,2.1.3,工业物联网,4
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+146,苏州浩辰,1.3.1.1,计算机辅助设计CAD,93,Cadence,1.3.1,设计研发,4
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+28,金山云,2.2,IaaS,102,Amazon AWS,2,工业互联网平台,4
+149,天泽智云,2.1.2.3,研发仿真模型,159,徐工集团,2.1.2,工业模型库,4
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+23,和利时,2.3.3,协议转换,99,Siemens,2.3,边缘层,4
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+23,和利时,2.3.3,协议转换,84,Bosch,2.3,边缘层,4
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+22,航天云网,2.1.3.2,平台基础服务,106,阿里巴巴,2.1.3,工业物联网,4
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+35,凌昊智能,1.1.3,工业服务器,94,Mitsubishi,1.1,工业自动化,4
+33,蓝谷信息,2.1.2.2,业务流程模型,58,用友,2.1.2,工业模型库,4
+22,航天云网,2.1.3.6,微服务,108,百度,2.1.3,工业物联网,4
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+154,西格数据,2.1.4.1.3,实时数据库,81,SAP,2.1.4.1,工业大数据存储,4
+22,航天云网,2.1.3.5,容器服务,106,阿里巴巴,2.1.3,工业物联网,4
+163,优也科技,2.1.4.1.4,时序数据库,81,SAP,2.1.4.1,工业大数据存储,4
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+163,优也科技,2.1.4.1.4,时序数据库,79,PTC,2.1.4.1,工业大数据存储,4
+22,航天云网,2.1.3.2,平台基础服务,74,HoneyWell,2.1.3,工业物联网,4
+33,蓝谷信息,2.1.2.4,行业机理模型,81,SAP,2.1.2,工业模型库,4
+155,小米,2.3,边缘层,98,Microsoft Azure,2,工业互联网平台,4
+163,优也科技,2.1.4.1.2,分布式数据库,81,SAP,2.1.4.1,工业大数据存储,4
+22,航天云网,2.1.3.3,工业引擎服务,108,百度,2.1.3,工业物联网,4
+33,蓝谷信息,2.1.2.3,研发仿真模型,84,Bosch,2.1.2,工业模型库,4
+154,西格数据,2.1.4.1.1,关系型数据库,79,PTC,2.1.4.1,工业大数据存储,4
+22,航天云网,2.1.3.4,应用管理服务,108,百度,2.1.3,工业物联网,4
+163,优也科技,2.1.4.1.1,关系型数据库,79,PTC,2.1.4.1,工业大数据存储,4
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+161,研华科技,2.3.3,协议转换,124,海尔,2.3,边缘层,4
+22,航天云网,2.1.3.1,物联网服务,106,阿里巴巴,2.1.3,工业物联网,4
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+131,九物互联,2.1.1.5,数字孪生建模工具,80,Salesforce,2.1.1,开发工具,3
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 79,PTC,2.1.3.4,应用管理服务,73,FANUC,2.1.3,工业物联网,3
-43,神舟软件,1.3.1.6,产品生命周期管理PLM,85,Dassault,1.3.1,设计研发,3
-16,东土科技,2.3.3,协议转换,126,华为,2.3,边缘层,3
-79,PTC,2.1.3.6,微服务,108,百度,2.1.3,工业物联网,3
-117,格创东智,2.1.1.1,算法建模工具,80,Salesforce,2.1.1,开发工具,3
-79,PTC,2.1.3.1,物联网服务,74,HoneyWell,2.1.3,工业物联网,3
-79,PTC,2.1.3.4,应用管理服务,74,HoneyWell,2.1.3,工业物联网,3
-79,PTC,2.1.3.7,制造类API,148,腾讯,2.1.3,工业物联网,3
-79,PTC,2.1.3.1,物联网服务,126,华为,2.1.3,工业物联网,3
-32,兰光创新,1.2.3,数据互通,106,阿里巴巴,1.2,工业互联网网络,3
-103,STMicroelectronics ,1.1.1,工业计算芯片,94,Mitsubishi,1.1,工业自动化,3
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-47,首自信,2.1.3.6,微服务,108,百度,2.1.3,工业物联网,2
-74,HoneyWell,1.3.3.2,分布式控制系统DCS,97,General Electric,1.3.3,生产制造,2
-72,ANSYS,1.3.1.2,计算机辅助工程CAE,99,Siemens,1.3.1,设计研发,2
-57,亚控科技,2.3.2,边缘数据处理,155,小米,2.3,边缘层,2
-22,航天云网,2.1.3.7,制造类API,106,阿里巴巴,2.1.3,工业物联网,2
-71,Altair,1.3.1.2,计算机辅助工程CAE,99,Siemens,1.3.1,设计研发,2
-47,首自信,2.1.2.4,行业机理模型,79,PTC,2.1.2,工业模型库,2
-70,ABB,1.3.3.2,分布式控制系统DCS,99,Siemens,1.3.3,生产制造,2
-22,航天云网,2.1.3.6,微服务,106,阿里巴巴,2.1.3,工业物联网,2
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+135,浪潮,1.1.3,工业服务器,106,阿里巴巴,1.1,工业自动化,3
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+23,和利时,1.3.3.3,数据采集与监视控制系统SCADA,97,General Electric,1.3.3,生产制造,3
+22,航天云网,2.3.1,工业数据接入,124,海尔,2.3,边缘层,3
+57,亚控科技,2.3.3,协议转换,84,Bosch,2.3,边缘层,3
+57,亚控科技,2.3.3,协议转换,95,Schneider,2.3,边缘层,3
+74,HoneyWell,1.3.3.2,分布式控制系统DCS,75,IBM,1.3.3,生产制造,3
+13,东方国信,2.1.4.2.2,数据安全管理,79,PTC,2.1.4.2,工业大数据管理,3
+22,航天云网,2.1.1.3,流程开发工具,106,阿里巴巴,2.1.1,开发工具,3
+72,ANSYS,1.3.1.2,计算机辅助工程CAE,99,Siemens,1.3.1,设计研发,3
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+129,华中数控,1.2.3,数据互通,106,阿里巴巴,1.2,工业互联网网络,3
+68,中望软件,1.3.1.2,计算机辅助工程CAE,85,Dassault,1.3.1,设计研发,3
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+23,和利时,1.3.3.1,制造执行系统MES,75,IBM,1.3.3,生产制造,3
+22,航天云网,2.3.1,工业数据接入,84,Bosch,2.3,边缘层,3
+13,东方国信,2.1.4.1.2,分布式数据库,81,SAP,2.1.4.1,工业大数据存储,3
+22,航天云网,2.3.1,工业数据接入,95,Schneider,2.3,边缘层,3
+129,华中数控,1.2.3,数据互通,97,General Electric,1.2,工业互联网网络,3
+13,东方国信,2.1.4.1.1,关系型数据库,79,PTC,2.1.4.1,工业大数据存储,3
+58,用友,1.3.4.1,企业资源计划ERP,80,Salesforce,1.3.4,企业运营管理,3
+6,安世亚太,1.3.1.2,计算机辅助工程CAE,93,Cadence,1.3.1,设计研发,3
+70,ABB,1.3.3.4,可编程逻揖控制系统PLC,97,General Electric,1.3.3,生产制造,3
+23,和利时,1.1.2,工业控制器,105,Intel,1.1,工业自动化,3
+70,ABB,1.3.3.4,可编程逻揖控制系统PLC,75,IBM,1.3.3,生产制造,3
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+70,ABB,1.3.3.2,分布式控制系统DCS,97,General Electric,1.3.3,生产制造,3
+22,航天云网,2.3.3,协议转换,95,Schneider,2.3,边缘层,3
+153,武汉开目,1.3.1.1,计算机辅助设计CAD,39,Autodesk,1.3.1,设计研发,3
+7,百望,2.2,IaaS,102,Amazon AWS,2,工业互联网平台,3
+13,东方国信,2.1.3.6,微服务,73,FANUC,2.1.3,工业物联网,3
+57,亚控科技,2.3.2,边缘数据处理,84,Bosch,2.3,边缘层,3
+57,亚控科技,2.3.2,边缘数据处理,124,海尔,2.3,边缘层,3
+130,金蝶,1.3.4.2,客户关系管理CRM,170,Pseudo1,1,供给,3
+128,华伍股份,1.1.2,工业控制器,126,华为,1.1,工业自动化,3
+64,中电智科,1.1.2,工业控制器,105,Intel,1.1,工业自动化,3
+22,航天云网,2.3.3,协议转换,124,海尔,2.3,边缘层,3
+23,和利时,2.3.2,边缘数据处理,95,Schneider,2.3,边缘层,3
+37,绿盟,1.4.1.2,下一代防火墙,170,Pseudo1,1,供给,3
+78,OutSystems,2.1.1.5,数字孪生建模工具,80,Salesforce,2.1.1,开发工具,3
+78,OutSystems,2.1.1.5,数字孪生建模工具,148,腾讯,2.1.1,开发工具,3
+60,宇动源,2.1.1.1,算法建模工具,85,Dassault,2.1.1,开发工具,3
+23,和利时,2.3.2,边缘数据处理,126,华为,2.3,边缘层,3
+66,中国联通,1.2.1,网络互联,67,中国移动,1.2,工业互联网网络,3
+66,中国联通,1.2.1,网络互联,97,General Electric,1.2,工业互联网网络,3
+78,OutSystems,2.1.1.2,低代码开发工具,148,腾讯,2.1.1,开发工具,3
+158,信大捷安,1.4.4.1,身份鉴别与访问控制,126,华为,1.4,工业互联网安全,3
+22,航天云网,2.1.4.1.4,时序数据库,79,PTC,2.1.4.1,工业大数据存储,3
+22,航天云网,1.3.3.6,运维保障系统MRO,99,Siemens,1.3.3,生产制造,3
+23,和利时,2.3.1,工业数据接入,124,海尔,2.3,边缘层,3
+68,中望软件,1.3.1.1,计算机辅助设计CAD,93,Cadence,1.3.1,设计研发,3
+16,东土科技,2.3.1,工业数据接入,124,海尔,2.3,边缘层,3
+22,航天云网,2.1.3.2,平台基础服务,126,华为,2.1.3,工业物联网,3
+77,Oracle,1.3.4,企业运营管理,170,Pseudo1,1,供给,3
+22,航天云网,2.1.4.2.1,数据质量管理,81,SAP,2.1.4.2,工业大数据管理,3
+22,航天云网,2.1.4.2.2,数据安全管理,79,PTC,2.1.4.2,工业大数据管理,3
+13,东方国信,2.3.1,工业数据接入,99,Siemens,2.3,边缘层,3
+6,安世亚太,2.1.2.3,研发仿真模型,58,用友,2.1.2,工业模型库,3
+6,安世亚太,2.1.2.2,业务流程模型,84,Bosch,2.1.2,工业模型库,3
+15,东软集团,1.3.3.5,企业资产管理系统EAM,99,Siemens,1.3.3,生产制造,3
+57,亚控科技,1.3.3.3,数据采集与监视控制系统SCADA,97,General Electric,1.3.3,生产制造,3
+77,Oracle,1.3.3.6,运维保障系统MRO,75,IBM,1.3.3,生产制造,3
+13,东方国信,2.3.1,工业数据接入,126,华为,2.3,边缘层,3
+22,航天云网,2.1.1.2,低代码开发工具,106,阿里巴巴,2.1.1,开发工具,3
+57,亚控科技,2.3.1,工业数据接入,99,Siemens,2.3,边缘层,3
+60,宇动源,2.1.1.2,低代码开发工具,106,阿里巴巴,2.1.1,开发工具,3
+49,数码大方,2.1.2.1,数据算法模型,84,Bosch,2.1.2,工业模型库,3
+89,Rockwell,1.1.2,工业控制器,126,华为,1.1,工业自动化,3
+110,晨科软件,1.3.3.5,企业资产管理系统EAM,29,京东工业品,1.3,工业软件,3
+165,智能云科,2.1.2.2,业务流程模型,81,SAP,2.1.2,工业模型库,3
+161,研华科技,2.3.2,边缘数据处理,124,海尔,2.3,边缘层,3
+165,智能云科,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,3
+137,美林数据,2.1.4.1.3,实时数据库,79,PTC,2.1.4.1,工业大数据存储,3
+165,智能云科,2.1.2.1,数据算法模型,58,用友,2.1.2,工业模型库,3
+165,智能云科,2.1.2.1,数据算法模型,159,徐工集团,2.1.2,工业模型库,3
+164,震坤行,1.3.3.6,运维保障系统MRO,99,Siemens,1.3.3,生产制造,3
+31,昆仑数据,2.1.4.2.2,数据安全管理,79,PTC,2.1.4.2,工业大数据管理,3
+137,美林数据,2.1.4.2.2,数据安全管理,81,SAP,2.1.4.2,工业大数据管理,3
+9,北京航天测控,1.3.3.6,运维保障系统MRO,75,IBM,1.3.3,生产制造,3
+42,山大华天,1.3.1.1,计算机辅助设计CAD,85,Dassault,1.3.1,设计研发,3
+31,昆仑数据,2.1.4.1.4,时序数据库,79,PTC,2.1.4.1,工业大数据存储,3
+31,昆仑数据,2.1.4.1.4,时序数据库,81,SAP,2.1.4.1,工业大数据存储,3
+9,北京航天测控,1.3.3.6,运维保障系统MRO,97,General Electric,1.3.3,生产制造,3
+9,北京航天测控,1.3.3.7,故障预测与健康管理PHM,170,Pseudo1,1,供给,3
+144,树根互联,2.1.2.3,研发仿真模型,81,SAP,2.1.2,工业模型库,3
+144,树根互联,2.1.2.3,研发仿真模型,84,Bosch,2.1.2,工业模型库,3
+165,智能云科,2.1.2.3,研发仿真模型,58,用友,2.1.2,工业模型库,3
+43,神舟软件,1.3.1.6,产品生命周期管理PLM,93,Cadence,1.3.1,设计研发,3
+82,Uptake,2.1.2.1,数据算法模型,58,用友,2.1.2,工业模型库,3
+45,石化盈科,2.1.4.2.1,数据质量管理,79,PTC,2.1.4.2,工业大数据管理,3
+82,Uptake,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,3
+3,艾克斯特,1.3.1.6,产品生命周期管理PLM,99,Siemens,1.3.1,设计研发,3
+82,Uptake,2.1.2.2,业务流程模型,159,徐工集团,2.1.2,工业模型库,3
+45,石化盈科,2.1.4.1.1,关系型数据库,79,PTC,2.1.4.1,工业大数据存储,3
+82,Uptake,2.1.2.2,业务流程模型,81,SAP,2.1.2,工业模型库,3
+82,Uptake,2.1.2.3,研发仿真模型,81,SAP,2.1.2,工业模型库,3
+82,Uptake,2.1.2.3,研发仿真模型,84,Bosch,2.1.2,工业模型库,3
+82,Uptake,2.1.2.4,行业机理模型,159,徐工集团,2.1.2,工业模型库,3
+161,研华科技,2.3.1,工业数据接入,84,Bosch,2.3,边缘层,3
+83,Emerson,1.3.3.2,分布式控制系统DCS,97,General Electric,1.3.3,生产制造,3
+165,智能云科,2.1.2.4,行业机理模型,79,PTC,2.1.2,工业模型库,3
+44,圣邦微电子,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,3
+165,智能云科,2.1.2.4,行业机理模型,58,用友,2.1.2,工业模型库,3
+163,优也科技,2.1.4.2.2,数据安全管理,81,SAP,2.1.4.2,工业大数据管理,3
+32,兰光创新,1.2.3,数据互通,126,华为,1.2,工业互联网网络,3
+45,石化盈科,2.1.4.2.2,数据安全管理,81,SAP,2.1.4.2,工业大数据管理,3
+38,牛刀,2.1.1.1,算法建模工具,148,腾讯,2.1.1,开发工具,3
+38,牛刀,2.1.1.4,组态建模工具,80,Salesforce,2.1.1,开发工具,3
+143,沈阳自动化研究所,2.1.1.1,算法建模工具,80,Salesforce,2.1.1,开发工具,3
+38,牛刀,2.1.1.3,流程开发工具,85,Dassault,2.1.1,开发工具,3
+38,牛刀,2.1.1.3,流程开发工具,80,Salesforce,2.1.1,开发工具,3
+99,Siemens,1.1.2,工业控制器,105,Intel,1.1,工业自动化,3
+143,沈阳自动化研究所,2.1.1.2,低代码开发工具,106,阿里巴巴,2.1.1,开发工具,3
+99,Siemens,1.1.2,工业控制器,126,华为,1.1,工业自动化,3
+143,沈阳自动化研究所,2.1.1.3,流程开发工具,148,腾讯,2.1.1,开发工具,3
+32,兰光创新,1.2.3,数据互通,67,中国移动,1.2,工业互联网网络,3
+99,Siemens,1.1.2,工业控制器,86,Dell EMC,1.1,工业自动化,3
+143,沈阳自动化研究所,2.1.1.3,流程开发工具,85,Dassault,2.1.1,开发工具,3
+99,Siemens,1.1.2,工业控制器,94,Mitsubishi,1.1,工业自动化,3
+99,Siemens,1.3.1,设计研发,170,Pseudo1,1,供给,3
+10,北京英贝思,1.3.3.5,企业资产管理系统EAM,97,General Electric,1.3.3,生产制造,3
+37,绿盟,1.4.1.4,入侵检测系统,170,Pseudo1,1,供给,3
+37,绿盟,1.4.1.4,入侵检测系统,126,华为,1.4,工业互联网安全,3
+38,牛刀,2.1.1.5,数字孪生建模工具,106,阿里巴巴,2.1.1,开发工具,3
+106,阿里巴巴,2.1.1,开发工具,102,Amazon AWS,2,工业互联网平台,3
+38,牛刀,2.1.1.5,数字孪生建模工具,80,Salesforce,2.1.1,开发工具,3
+144,树根互联,2.1.2.2,业务流程模型,79,PTC,2.1.2,工业模型库,3
+163,优也科技,2.1.4.2.2,数据安全管理,79,PTC,2.1.4.2,工业大数据管理,3
+32,兰光创新,1.2.3,数据互通,97,General Electric,1.2,工业互联网网络,3
+33,蓝谷信息,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,3
+140,山石网科,1.4.1.4,入侵检测系统,170,Pseudo1,1,供给,3
+144,树根互联,2.1.2.2,业务流程模型,84,Bosch,2.1.2,工业模型库,3
+140,山石网科,1.4.1.5,统一威胁管理系统,170,Pseudo1,1,供给,3
+161,研华科技,2.3.2,边缘数据处理,84,Bosch,2.3,边缘层,3
+40,奇安信,1.4.3.3,APT检测,126,华为,1.4,工业互联网安全,3
+106,阿里巴巴,2.1.1,开发工具,98,Microsoft Azure,2,工业互联网平台,3
+106,阿里巴巴,2.1.1,开发工具,170,Pseudo1,1,供给,3
+94,Mitsubishi,1.1,工业自动化,170,Pseudo1,1,供给,3
+95,Schneider,1.2.3,数据互通,106,阿里巴巴,1.2,工业互联网网络,3
+4,爱创科技,1.2.2,标识解析,106,阿里巴巴,1.2,工业互联网网络,3
+39,Autodesk,1.3.1,设计研发,170,Pseudo1,1,供给,3
+163,优也科技,2.1.4.1.3,实时数据库,81,SAP,2.1.4.1,工业大数据存储,3
+45,石化盈科,2.1.4.2.2,数据安全管理,79,PTC,2.1.4.2,工业大数据管理,3
+49,数码大方,2.1.2.2,业务流程模型,84,Bosch,2.1.2,工业模型库,3
+26,寄云科技,2.1.3.6,微服务,126,华为,2.1.3,工业物联网,3
+135,浪潮,2.1.3.4,应用管理服务,97,General Electric,2.1.3,工业物联网,3
+47,首自信,2.1.2.2,业务流程模型,159,徐工集团,2.1.2,工业模型库,3
+49,数码大方,1.3.1.6,产品生命周期管理PLM,99,Siemens,1.3.1,设计研发,3
+115,富士康,1.1.3,工业服务器,106,阿里巴巴,1.1,工业自动化,3
+168,中控技术,1.3.3.4,可编程逻揖控制系统PLC,97,General Electric,1.3.3,生产制造,3
+168,中控技术,2.3.3,协议转换,126,华为,2.3,边缘层,3
+49,数码大方,1.3.1.1,计算机辅助设计CAD,100,Synopsys,1.3.1,设计研发,3
+168,中控技术,2.3.3,协议转换,124,海尔,2.3,边缘层,3
+148,腾讯,2.1.1,开发工具,102,Amazon AWS,2,工业互联网平台,3
+117,格创东智,2.1.1.3,流程开发工具,80,Salesforce,2.1.1,开发工具,3
+79,PTC,2.3.3,协议转换,95,Schneider,2.3,边缘层,3
+79,PTC,2.3.2,边缘数据处理,95,Schneider,2.3,边缘层,3
+117,格创东智,2.1.1.3,流程开发工具,148,腾讯,2.1.1,开发工具,3
+148,腾讯,2.1.1,开发工具,98,Microsoft Azure,2,工业互联网平台,3
+26,寄云科技,2.1.3.5,容器服务,126,华为,2.1.3,工业物联网,3
+148,腾讯,2.1.1,开发工具,170,Pseudo1,1,供给,3
+135,浪潮,2.1.3.1,物联网服务,106,阿里巴巴,2.1.3,工业物联网,3
+115,富士康,1.1.3,工业服务器,126,华为,1.1,工业自动化,3
+28,金山云,2.2,IaaS,98,Microsoft Azure,2,工业互联网平台,3
+117,格创东智,2.1.1.2,低代码开发工具,85,Dassault,2.1.1,开发工具,3
+26,寄云科技,2.1.3.5,容器服务,106,阿里巴巴,2.1.3,工业物联网,3
+117,格创东智,2.1.1.1,算法建模工具,106,阿里巴巴,2.1.1,开发工具,3
+3,艾克斯特,1.3.1.4,计算机辅助工艺过程设计CAPP,39,Autodesk,1.3.1,设计研发,3
+81,SAP,2.1.4.1,工业大数据存储,102,Amazon AWS,2,工业互联网平台,3
+117,格创东智,2.1.1.5,数字孪生建模工具,106,阿里巴巴,2.1.1,开发工具,3
+168,中控技术,2.3.2,边缘数据处理,155,小米,2.3,边缘层,3
+117,格创东智,2.1.1.5,数字孪生建模工具,85,Dassault,2.1.1,开发工具,3
+46,适创科技,1.3.1.2,计算机辅助工程CAE,85,Dassault,1.3.1,设计研发,3
+26,寄云科技,2.1.3.6,微服务,74,HoneyWell,2.1.3,工业物联网,3
+117,格创东智,2.1.1.5,数字孪生建模工具,148,腾讯,2.1.1,开发工具,3
+168,中控技术,2.3.2,边缘数据处理,126,华为,2.3,边缘层,3
+26,寄云科技,2.1.3.6,微服务,106,阿里巴巴,2.1.3,工业物联网,3
+49,数码大方,2.1.2.1,数据算法模型,159,徐工集团,2.1.2,工业模型库,3
+146,苏州浩辰,1.3.1.1,计算机辅助设计CAD,85,Dassault,1.3.1,设计研发,3
+3,艾克斯特,1.3.1.5,产品数据管理PDM,29,京东工业品,1.3,工业软件,3
+3,艾克斯特,1.3.1.4,计算机辅助工艺过程设计CAPP,93,Cadence,1.3.1,设计研发,3
+81,SAP,2.1.4.1,工业大数据存储,170,Pseudo1,1,供给,3
+81,SAP,2.1.4.1,工业大数据存储,98,Microsoft Azure,2,工业互联网平台,3
+117,格创东智,2.1.1.4,组态建模工具,80,Salesforce,2.1.1,开发工具,3
+168,中控技术,2.3.1,工业数据接入,155,小米,2.3,边缘层,3
+16,东土科技,2.3.3,协议转换,155,小米,2.3,边缘层,3
+93,Cadence,1.3.1,设计研发,170,Pseudo1,1,供给,2
+159,徐工集团,2.1.2,工业模型库,98,Microsoft Azure,2,工业互联网平台,2
+68,中望软件,1.3.1.2,计算机辅助工程CAE,100,Synopsys,1.3.1,设计研发,2
+13,东方国信,2.1.3.1,物联网服务,99,Siemens,2.1,PaaS,2
+22,航天云网,2.1.3.1,物联网服务,99,Siemens,2.1,PaaS,2
+106,阿里巴巴,2.2,IaaS,98,Microsoft Azure,2,工业互联网平台,2
+91,Moxa,1.2.1,网络互联,106,阿里巴巴,1.2,工业互联网网络,2
+91,Moxa,1.2.1,网络互联,67,中国移动,1.2,工业互联网网络,2
+159,徐工集团,2.1.2,工业模型库,102,Amazon AWS,2,工业互联网平台,2
+117,格创东智,2.1.1.2,低代码开发工具,148,腾讯,2.1.1,开发工具,2
+117,格创东智,2.1.1.2,低代码开发工具,80,Salesforce,2.1.1,开发工具,2
+111,鼎捷软件,1.3.3.1,制造执行系统MES,75,IBM,1.3.3,生产制造,2
+12,大唐软件,1.2.1,网络互联,97,General Electric,1.2,工业互联网网络,2
+117,格创东智,2.1.4.2.1,数据质量管理,81,SAP,2.1.4.2,工业大数据管理,2
+62,云道智造,2.1.2.2,业务流程模型,79,PTC,2.1.2,工业模型库,2
+16,东土科技,2.3.2,边缘数据处理,99,Siemens,2.3,边缘层,2
+161,研华科技,2.3.2,边缘数据处理,99,Siemens,2.3,边缘层,2
+1,51WORLD,2.1.1.5,数字孪生建模工具,148,腾讯,2.1.1,开发工具,2
+62,云道智造,2.1.2.3,研发仿真模型,79,PTC,2.1.2,工业模型库,2
+62,云道智造,2.1.2.3,研发仿真模型,81,SAP,2.1.2,工业模型库,2
+100,Synopsys,1.3.1,设计研发,170,Pseudo1,1,供给,2
+117,格创东智,2.1.4.1.3,实时数据库,79,PTC,2.1.4.1,工业大数据存储,2
+117,格创东智,2.1.1.4,组态建模工具,85,Dassault,2.1.1,开发工具,2
+62,云道智造,2.1.2.4,行业机理模型,79,PTC,2.1.2,工业模型库,2
+62,云道智造,2.1.2.4,行业机理模型,84,Bosch,2.1.2,工业模型库,2
+16,东土科技,2.3.2,边缘数据处理,95,Schneider,2.3,边缘层,2
+12,大唐软件,1.2.1,网络互联,126,华为,1.2,工业互联网网络,2
+99,Siemens,1.1.2,工业控制器,106,阿里巴巴,1.1,工业自动化,2
+154,西格数据,2.1.4.2.2,数据安全管理,81,SAP,2.1.4.2,工业大数据管理,2
 104,Infineon,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,2
-57,亚控科技,2.3.3,协议转换,155,小米,2.3,边缘层,2
-57,亚控科技,2.3.3,协议转换,99,Siemens,2.3,边缘层,2
-47,首自信,2.1.3.6,微服务,148,腾讯,2.1.3,工业物联网,2
-22,航天云网,2.1.3.4,应用管理服务,148,腾讯,2.1.3,工业物联网,2
-22,航天云网,2.1.3.3,工业引擎服务,148,腾讯,2.1.3,工业物联网,2
-48,曙光信息,1.2.2,标识解析,126,华为,1.2,工业互联网网络,2
-145,思普软件,1.3.1.4,计算机辅助工艺过程设计CAPP,99,Siemens,1.3.1,设计研发,2
-49,数码大方,1.3.1.1,计算机辅助设计CAD,100,Synopsys,1.3.1,设计研发,2
-78,OutSystems,2.1.1.1,算法建模工具,85,Dassault,2.1.1,开发工具,2
-57,亚控科技,2.3.1,工业数据接入,99,Siemens,2.3,边缘层,2
-6,安世亚太,2.1.2.1,数据算法模型,159,徐工集团,2.1.2,工业模型库,2
-78,OutSystems,2.1.1.2,低代码开发工具,148,腾讯,2.1.1,开发工具,2
-79,PTC,2.1.3.2,平台基础服务,108,百度,2.1.3,工业物联网,2
-168,中控技术,1.3.3.4,可编程逻揖控制系统PLC,97,General Electric,1.3.3,生产制造,2
-135,浪潮,2.1.3.3,工业引擎服务,126,华为,2.1.3,工业物联网,2
-135,浪潮,2.1.3.4,应用管理服务,108,百度,2.1.3,工业物联网,2
-167,中环股份,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,2
-79,PTC,2.1.3.1,物联网服务,73,FANUC,2.1.3,工业物联网,2
-168,中控技术,1.3.3.2,分布式控制系统DCS,75,IBM,1.3.3,生产制造,2
-22,航天云网,2.3.3,协议转换,99,Siemens,2.3,边缘层,2
-79,PTC,1.3.1.4,计算机辅助工艺过程设计CAPP,100,Synopsys,1.3.1,设计研发,2
-138,启明信息,1.3.1.5,产品数据管理PDM,100,Synopsys,1.3.1,设计研发,2
-56,芯愿景,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,2
-14,东华软件,1.3.3.4,可编程逻揖控制系统PLC,75,IBM,1.3.3,生产制造,2
-167,中环股份,1.1.1,工业计算芯片,105,Intel,1.1,工业自动化,2
+96,Cisco,1.2.3,数据互通,97,General Electric,1.2,工业互联网网络,2
+79,PTC,2.1.3.4,应用管理服务,99,Siemens,2.1,PaaS,2
+64,中电智科,1.1.2,工业控制器,106,阿里巴巴,1.1,工业自动化,2
+64,中电智科,1.1.2,工业控制器,86,Dell EMC,1.1,工业自动化,2
+163,优也科技,2.1.4.2.1,数据质量管理,81,SAP,2.1.4.2,工业大数据管理,2
+65,中国电信,1.2.1,网络互联,67,中国移动,1.2,工业互联网网络,2
+117,格创东智,2.1.1.3,流程开发工具,106,阿里巴巴,2.1.1,开发工具,2
+12,大唐软件,1.2.1,网络互联,106,阿里巴巴,1.2,工业互联网网络,2
+18,国能智深,1.3.3.2,分布式控制系统DCS,99,Siemens,1.3.3,生产制造,2
+70,ABB,1.3.3.4,可编程逻揖控制系统PLC,29,京东工业品,1.3,工业软件,2
+120,广州数控,1.2.3,数据互通,97,General Electric,1.2,工业互联网网络,2
+78,OutSystems,2.1.1.1,算法建模工具,148,腾讯,2.1.1,开发工具,2
+16,东土科技,1.1.3,工业服务器,94,Mitsubishi,1.1,工业自动化,2
+80,Salesforce,2.1.1,开发工具,170,Pseudo1,1,供给,2
+80,Salesforce,2.1.1,开发工具,98,Microsoft Azure,2,工业互联网平台,2
+82,Uptake,2.1.2.4,行业机理模型,79,PTC,2.1.2,工业模型库,2
+16,东土科技,2.3.3,协议转换,124,海尔,2.3,边缘层,2
+111,鼎捷软件,1.3.1.6,产品生命周期管理PLM,93,Cadence,1.3.1,设计研发,2
+126,华为,2.2,IaaS,98,Microsoft Azure,2,工业互联网平台,2
+22,航天云网,2.1.1.1,算法建模工具,85,Dassault,2.1.1,开发工具,2
+82,Uptake,2.1.2.3,研发仿真模型,58,用友,2.1.2,工业模型库,2
+166,中国电子科技网络信息安全,1.2.3,数据互通,106,阿里巴巴,1.2,工业互联网网络,2
+82,Uptake,2.1.2.2,业务流程模型,58,用友,2.1.2,工业模型库,2
+127,华为海思,1.1.3,工业服务器,86,Dell EMC,1.1,工业自动化,2
 166,中国电子科技网络信息安全,1.2.3,数据互通,67,中国移动,1.2,工业互联网网络,2
-103,STMicroelectronics ,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,2
-47,首自信,2.1.2.1,数据算法模型,58,用友,2.1.2,工业模型库,2
-117,格创东智,2.1.1.3,流程开发工具,85,Dassault,2.1.1,开发工具,2
-22,航天云网,2.3.1,工业数据接入,95,Schneider,2.3,边缘层,2
-47,首自信,2.1.2.1,数据算法模型,84,Bosch,2.1.2,工业模型库,2
-49,数码大方,1.3.1.1,计算机辅助设计CAD,39,Autodesk,1.3.1,设计研发,2
-165,智能云科,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,2
-58,用友,1.3.1.6,产品生命周期管理PLM,100,Synopsys,1.3.1,设计研发,2
-103,STMicroelectronics ,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,2
-153,武汉开目,1.3.1.4,计算机辅助工艺过程设计CAPP,39,Autodesk,1.3.1,设计研发,2
-60,宇动源,2.1.1.4,组态建模工具,80,Salesforce,2.1.1,开发工具,2
-49,数码大方,2.1.2.2,业务流程模型,79,PTC,2.1.2,工业模型库,2
-60,宇动源,2.1.1.2,低代码开发工具,106,阿里巴巴,2.1.1,开发工具,2
-115,富士康,1.1.3,工业服务器,86,Dell EMC,1.1,工业自动化,2
-16,东土科技,1.1.3,工业服务器,106,阿里巴巴,1.1,工业自动化,2
-16,东土科技,1.1.3,工业服务器,86,Dell EMC,1.1,工业自动化,2
-161,研华科技,2.3.3,协议转换,95,Schneider,2.3,边缘层,2
-6,安世亚太,2.1.2.4,行业机理模型,79,PTC,2.1.2,工业模型库,2
-6,安世亚太,2.1.2.4,行业机理模型,58,用友,2.1.2,工业模型库,2
-16,东土科技,2.3.1,工业数据接入,99,Siemens,2.3,边缘层,2
-16,东土科技,2.3.2,边缘数据处理,124,海尔,2.3,边缘层,2
-6,安世亚太,2.1.2.3,研发仿真模型,84,Bosch,2.1.2,工业模型库,2
-6,安世亚太,2.1.2.3,研发仿真模型,81,SAP,2.1.2,工业模型库,2
-161,研华科技,2.3.3,协议转换,155,小米,2.3,边缘层,2
-16,东土科技,2.3.3,协议转换,95,Schneider,2.3,边缘层,2
-6,安世亚太,2.1.2.2,业务流程模型,58,用友,2.1.2,工业模型库,2
-169,中芯国际,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,2
-6,安世亚太,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,2
-49,数码大方,2.1.2.1,数据算法模型,79,PTC,2.1.2,工业模型库,2
-153,武汉开目,1.3.1.1,计算机辅助设计CAD,93,Cadence,1.3.1,设计研发,2
-61,元年科技,1.3.3.3,数据采集与监视控制系统SCADA,97,General Electric,1.3.3,生产制造,2
-135,浪潮,2.1.3.1,物联网服务,148,腾讯,2.1.3,工业物联网,2
-49,数码大方,1.3.1.1,计算机辅助设计CAD,99,Siemens,1.3.1,设计研发,2
-147,拓邦股份,1.1.2,工业控制器,105,Intel,1.1,工业自动化,2
-168,中控技术,2.3.3,协议转换,126,华为,2.3,边缘层,2
-147,拓邦股份,1.1.2,工业控制器,94,Mitsubishi,1.1,工业自动化,2
-64,中电智科,1.1.2,工业控制器,105,Intel,1.1,工业自动化,2
-149,天泽智云,2.1.2.2,业务流程模型,81,SAP,2.1.2,工业模型库,2
-101,Analog Devices,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,2
-149,天泽智云,2.1.2.3,研发仿真模型,159,徐工集团,2.1.2,工业模型库,2
-62,云道智造,2.1.2.4,行业机理模型,58,用友,2.1.2,工业模型库,2
+80,Salesforce,2.1.1,开发工具,102,Amazon AWS,2,工业互联网平台,2
+22,航天云网,1.3.3.6,运维保障系统MRO,97,General Electric,1.3.3,生产制造,2
+82,Uptake,2.1.2.1,数据算法模型,79,PTC,2.1.2,工业模型库,2
+78,OutSystems,2.1.1.5,数字孪生建模工具,85,Dassault,2.1.1,开发工具,2
+16,东土科技,2.3.1,工业数据接入,126,华为,2.3,边缘层,2
 22,航天云网,1.2.2,标识解析,126,华为,1.2,工业互联网网络,2
-49,数码大方,1.3.1.6,产品生命周期管理PLM,100,Synopsys,1.3.1,设计研发,2
-62,云道智造,2.1.2.2,业务流程模型,58,用友,2.1.2,工业模型库,2
-106,阿里巴巴,1.3,工业软件,170,Pseudo1,1,供给,2
-22,航天云网,2.1.1.2,低代码开发工具,106,阿里巴巴,2.1.1,开发工具,2
-150,唯捷创芯,1.1.1,工业计算芯片,105,Intel,1.1,工业自动化,2
-49,数码大方,1.3.3.1,制造执行系统MES,97,General Electric,1.3.3,生产制造,2
-33,蓝谷信息,2.1.2.4,行业机理模型,79,PTC,2.1.2,工业模型库,2
-22,航天云网,1.3.3.6,运维保障系统MRO,99,Siemens,1.3.3,生产制造,2
-79,PTC,2.1.3.2,平台基础服务,148,腾讯,2.1.3,工业物联网,2
-150,唯捷创芯,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,2
-13,东方国信,2.1.3.4,应用管理服务,97,General Electric,2.1.3,工业物联网,2
-82,Uptake,2.1.2.2,业务流程模型,79,PTC,2.1.2,工业模型库,2
-38,牛刀,2.1.1.5,数字孪生建模工具,148,腾讯,2.1.1,开发工具,2
-26,寄云科技,2.1.3.3,工业引擎服务,126,华为,2.1.3,工业物联网,2
-13,东方国信,2.1.3.5,容器服务,74,HoneyWell,2.1.3,工业物联网,2
-13,东方国信,2.1.3.5,容器服务,97,General Electric,2.1.3,工业物联网,2
-9,北京航天测控,1.3.3.6,运维保障系统MRO,97,General Electric,1.3.3,生产制造,2
-42,山大华天,1.3.1.4,计算机辅助工艺过程设计CAPP,39,Autodesk,1.3.1,设计研发,2
-26,寄云科技,2.1.3.1,物联网服务,106,阿里巴巴,2.1.3,工业物联网,2
-13,东方国信,2.1.3.7,制造类API,148,腾讯,2.1.3,工业物联网,2
-13,东方国信,2.1.3.7,制造类API,74,HoneyWell,2.1.3,工业物联网,2
-127,华为海思,1.1.3,工业服务器,126,华为,1.1,工业自动化,2
-24,华大电子,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,2
-90,Mentor Graphics,1.3.1.7,电子设计自动化EDA,99,Siemens,1.3.1,设计研发,2
-79,PTC,2.3.2,边缘数据处理,99,Siemens,2.3,边缘层,2
-44,圣邦微电子,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,2
-127,华为海思,1.1.1,工业计算芯片,105,Intel,1.1,工业自动化,2
-13,东方国信,2.1.3.5,容器服务,126,华为,2.1.3,工业物联网,2
-111,鼎捷软件,1.3.1.6,产品生命周期管理PLM,99,Siemens,1.3.1,设计研发,2
-31,昆仑数据,1.3.3.3,数据采集与监视控制系统SCADA,99,Siemens,1.3.3,生产制造,2
-46,适创科技,1.3.1.2,计算机辅助工程CAE,39,Autodesk,1.3.1,设计研发,2
-29,京东工业品,1.3,工业软件,170,Pseudo1,1,供给,2
-87,Texas Instruments,1.1.1,工业计算芯片,105,Intel,1.1,工业自动化,2
-13,东方国信,2.1.3.2,平台基础服务,73,FANUC,2.1.3,工业物联网,2
-3,艾克斯特,1.3.1.4,计算机辅助工艺过程设计CAPP,85,Dassault,1.3.1,设计研发,2
-88,HPE,1.1.3,工业服务器,94,Mitsubishi,1.1,工业自动化,2
-13,东方国信,2.1.3.3,工业引擎服务,106,阿里巴巴,2.1.3,工业物联网,2
-4,爱创科技,1.2.2,标识解析,97,General Electric,1.2,工业互联网网络,2
-13,东方国信,2.1.3.3,工业引擎服务,148,腾讯,2.1.3,工业物联网,2
-82,Uptake,2.1.2.4,行业机理模型,84,Bosch,2.1.2,工业模型库,2
-113,飞腾信息,1.1.1,工业计算芯片,105,Intel,1.1,工业自动化,2
-89,Rockwell,1.1.2,工业控制器,86,Dell EMC,1.1,工业自动化,2
-13,东方国信,2.1.3.4,应用管理服务,108,百度,2.1.3,工业物联网,2
-13,东方国信,1.2.2,标识解析,106,阿里巴巴,1.2,工业互联网网络,2
-13,东方国信,2.1.3.4,应用管理服务,148,腾讯,2.1.3,工业物联网,2
-129,华中数控,1.1.2,工业控制器,94,Mitsubishi,1.1,工业自动化,2
-79,PTC,2.3.1,工业数据接入,126,华为,2.3,边缘层,2
-127,华为海思,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,2
-79,PTC,2.3.1,工业数据接入,124,海尔,2.3,边缘层,2
+78,OutSystems,2.1.1.3,流程开发工具,148,腾讯,2.1.1,开发工具,2
+78,OutSystems,2.1.1.3,流程开发工具,80,Salesforce,2.1.1,开发工具,2
+111,鼎捷软件,1.3.4.1,企业资源计划ERP,81,SAP,1.3.4,企业运营管理,2
+167,中环股份,1.1.1,工业计算芯片,94,Mitsubishi,1.1,工业自动化,2
+82,Uptake,2.1.2.1,数据算法模型,159,徐工集团,2.1.2,工业模型库,2
+22,航天云网,1.2.1,网络互联,67,中国移动,1.2,工业互联网网络,2
+127,华为海思,1.1.3,工业服务器,105,Intel,1.1,工业自动化,2
+83,Emerson,1.3.3.2,分布式控制系统DCS,99,Siemens,1.3.3,生产制造,2
+79,PTC,1.3.1.1,计算机辅助设计CAD,99,Siemens,1.3.1,设计研发,2
+108,百度,2.1.3,工业物联网,102,Amazon AWS,2,工业互联网平台,2
+79,PTC,2.1.2,工业模型库,102,Amazon AWS,2,工业互联网平台,2
+108,百度,2.1.3,工业物联网,98,Microsoft Azure,2,工业互联网平台,2
+123,海得控制,1.1.2,工业控制器,106,阿里巴巴,1.1,工业自动化,2
+79,PTC,2.1.3.1,物联网服务,99,Siemens,2.1,PaaS,2
 123,海得控制,1.1.2,工业控制器,126,华为,1.1,工业自动化,2
-131,九物互联,2.1.1.4,组态建模工具,80,Salesforce,2.1.1,开发工具,2
-38,牛刀,2.1.1.2,低代码开发工具,148,腾讯,2.1.1,开发工具,2
-79,PTC,2.1.3.4,应用管理服务,148,腾讯,2.1.3,工业物联网,2
-23,和利时,2.3.1,工业数据接入,95,Schneider,2.3,边缘层,2
-99,Siemens,1.1.2,工业控制器,105,Intel,1.1,工业自动化,2
-23,和利时,2.1.3.6,微服务,97,General Electric,2.1.3,工业物联网,2
-120,广州数控,1.2.3,数据互通,126,华为,1.2,工业互联网网络,2
-99,Siemens,1.3.1,设计研发,106,阿里巴巴,1.3,工业软件,2
-35,凌昊智能,1.1.3,工业服务器,105,Intel,1.1,工业自动化,2
-135,浪潮,1.1.3,工业服务器,94,Mitsubishi,1.1,工业自动化,2
-113,飞腾信息,1.1.1,工业计算芯片,94,Mitsubishi,1.1,工业自动化,2
-79,PTC,2.1.3.3,工业引擎服务,126,华为,2.1.3,工业物联网,2
-34,力控科技,1.3.3.3,数据采集与监视控制系统SCADA,75,IBM,1.3.3,生产制造,2
-46,适创科技,1.3.1.2,计算机辅助工程CAE,100,Synopsys,1.3.1,设计研发,2
-117,格创东智,2.1.1.4,组态建模工具,80,Salesforce,2.1.1,开发工具,2
-79,PTC,2.1.3.5,容器服务,106,阿里巴巴,2.1.3,工业物联网,2
-13,东方国信,2.1.3.1,物联网服务,97,General Electric,2.1.3,工业物联网,2
-23,和利时,2.3.2,边缘数据处理,155,小米,2.3,边缘层,2
-95,Schneider,1.2.3,数据互通,126,华为,1.2,工业互联网网络,2
-79,PTC,2.1.3.7,制造类API,97,General Electric,2.1.3,工业物联网,2
-95,Schneider,1.2.3,数据互通,67,中国移动,1.2,工业互联网网络,2
-38,牛刀,2.1.1.1,算法建模工具,106,阿里巴巴,2.1.1,开发工具,2
-79,PTC,2.1.3.5,容器服务,74,HoneyWell,2.1.3,工业物联网,2
-79,PTC,2.1.3.5,容器服务,97,General Electric,2.1.3,工业物联网,2
-79,PTC,2.1.3.6,微服务,97,General Electric,2.1.3,工业物联网,2
-109,宝信软件,1.3.3.1,制造执行系统MES,97,General Electric,1.3.3,生产制造,1
-104,Infineon,1.1.1,工业计算芯片,94,Mitsubishi,1.1,工业自动化,1
-49,数码大方,2.1.2.3,研发仿真模型,81,SAP,2.1.2,工业模型库,1
-36,龙芯中科,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,1
-108,百度,2.2,IaaS,102,Amazon AWS,2,工业互联网平台,1
-49,数码大方,2.1.2.4,行业机理模型,84,Bosch,2.1.2,工业模型库,1
-35,凌昊智能,1.1.3,工业服务器,126,华为,1.1,工业自动化,1
-49,数码大方,2.1.2.4,行业机理模型,58,用友,2.1.2,工业模型库,1
-104,Infineon,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,1
-56,芯愿景,1.1.1,工业计算芯片,105,Intel,1.1,工业自动化,1
-38,牛刀,2.1.1.3,流程开发工具,148,腾讯,2.1.1,开发工具,1
-39,Autodesk,1.3.1,设计研发,106,阿里巴巴,1.3,工业软件,1
-36,龙芯中科,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,1
-36,龙芯中科,1.1.1,工业计算芯片,94,Mitsubishi,1.1,工业自动化,1
-103,STMicroelectronics ,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,1
-38,牛刀,2.1.1.5,数字孪生建模工具,85,Dassault,2.1.1,开发工具,1
-35,凌昊智能,1.1.3,工业服务器,86,Dell EMC,1.1,工业自动化,1
-38,牛刀,2.1.1.5,数字孪生建模工具,80,Salesforce,2.1.1,开发工具,1
-50,索为系统,1.3.1.5,产品数据管理PDM,85,Dassault,1.3.1,设计研发,1
-38,牛刀,2.1.1.4,组态建模工具,85,Dassault,2.1.1,开发工具,1
-50,索为系统,1.3.1.5,产品数据管理PDM,39,Autodesk,1.3.1,设计研发,1
-46,适创科技,1.3.1.2,计算机辅助工程CAE,85,Dassault,1.3.1,设计研发,1
-39,Autodesk,1.3.1,设计研发,29,京东工业品,1.3,工业软件,1
-45,石化盈科,2.1.4.1.4,时序数据库,81,SAP,2.1.4.1,工业大数据存储,1
-45,石化盈科,1.3.3.1,制造执行系统MES,97,General Electric,1.3.3,生产制造,1
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+13,东方国信,2.3.1,工业数据接入,95,Schneider,2.3,边缘层,2
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+141,上海新华控制,1.3.3.2,分布式控制系统DCS,97,General Electric,1.3.3,生产制造,2
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+130,金蝶,1.3.4.1,企业资源计划ERP,106,阿里巴巴,1.3,工业软件,2
+31,昆仑数据,1.3.3.3,数据采集与监视控制系统SCADA,99,Siemens,1.3.3,生产制造,2
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+149,天泽智云,2.1.2.2,业务流程模型,81,SAP,2.1.2,工业模型库,2
+144,树根互联,2.1.2.4,行业机理模型,159,徐工集团,2.1.2,工业模型库,2
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+137,美林数据,2.1.4.1.1,关系型数据库,81,SAP,2.1.4.1,工业大数据存储,2
+53,天融信,1.4.2.4,安全隔离与信息交换系统,142,深信服,1.4.2,控制安全,2
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+45,石化盈科,1.3.4.1,企业资源计划ERP,80,Salesforce,1.3.4,企业运营管理,2
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+136,美的,1.2.1,网络互联,126,华为,1.2,工业互联网网络,2
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+131,九物互联,2.1.1.1,算法建模工具,80,Salesforce,2.1.1,开发工具,2
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+135,浪潮,1.1.3,工业服务器,105,Intel,1.1,工业自动化,2
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+144,树根互联,2.1.2.3,研发仿真模型,79,PTC,2.1.2,工业模型库,2
+137,美林数据,2.1.4.1.3,实时数据库,81,SAP,2.1.4.1,工业大数据存储,2
+135,浪潮,2.2,IaaS,102,Amazon AWS,2,工业互联网平台,2
+49,数码大方,2.1.2.4,行业机理模型,79,PTC,2.1.2,工业模型库,2
+149,天泽智云,2.1.2.3,研发仿真模型,84,Bosch,2.1.2,工业模型库,2
+130,金蝶,1.3.4.1,企业资源计划ERP,29,京东工业品,1.3,工业软件,2
+42,山大华天,1.3.1.4,计算机辅助工艺过程设计CAPP,100,Synopsys,1.3.1,设计研发,2
+135,浪潮,2.1.3.3,工业引擎服务,99,Siemens,2.1,PaaS,2
+149,天泽智云,2.1.2.2,业务流程模型,159,徐工集团,2.1.2,工业模型库,2
+149,天泽智云,2.1.2.1,数据算法模型,159,徐工集团,2.1.2,工业模型库,2
+49,数码大方,2.1.2.1,数据算法模型,79,PTC,2.1.2,工业模型库,2
+23,和利时,1.1.2,工业控制器,94,Mitsubishi,1.1,工业自动化,2
+22,航天云网,2.3.1,工业数据接入,126,华为,2.3,边缘层,2
+6,安世亚太,2.1.2.3,研发仿真模型,81,SAP,2.1.2,工业模型库,2
+153,武汉开目,1.3.1.1,计算机辅助设计CAD,93,Cadence,1.3.1,设计研发,2
+22,航天云网,2.1.4.1.4,时序数据库,81,SAP,2.1.4.1,工业大数据存储,2
+147,拓邦股份,1.1.2,工业控制器,126,华为,1.1,工业自动化,2
+6,安世亚太,2.1.2.4,行业机理模型,81,SAP,2.1.2,工业模型库,2
+47,首自信,2.1.1.3,流程开发工具,106,阿里巴巴,2.1.1,开发工具,2
+26,寄云科技,2.1.3.6,微服务,148,腾讯,2.1.3,工业物联网,2
+60,宇动源,2.1.1.1,算法建模工具,106,阿里巴巴,2.1.1,开发工具,2
+26,寄云科技,2.1.3.6,微服务,73,FANUC,2.1.3,工业物联网,2
+47,首自信,2.1.1.3,流程开发工具,148,腾讯,2.1.1,开发工具,2
+143,沈阳自动化研究所,2.1.1.2,低代码开发工具,80,Salesforce,2.1.1,开发工具,2
+47,首自信,2.1.1.3,流程开发工具,85,Dassault,2.1.1,开发工具,2
+47,首自信,2.1.2.4,行业机理模型,58,用友,2.1.2,工业模型库,2
+22,航天云网,2.1.4.1.2,分布式数据库,79,PTC,2.1.4.1,工业大数据存储,2
+3,艾克斯特,1.3.1.4,计算机辅助工艺过程设计CAPP,29,京东工业品,1.3,工业软件,2
+153,武汉开目,1.3.1.4,计算机辅助工艺过程设计CAPP,85,Dassault,1.3.1,设计研发,2
+154,西格数据,2.1.4.1.1,关系型数据库,81,SAP,2.1.4.1,工业大数据存储,2
+60,宇动源,2.1.1.4,组态建模工具,148,腾讯,2.1.1,开发工具,2
+35,凌昊智能,1.1.3,工业服务器,106,阿里巴巴,1.1,工业自动化,2
+22,航天云网,2.1.3.6,微服务,97,General Electric,2.1.3,工业物联网,2
+60,宇动源,2.1.1.5,数字孪生建模工具,85,Dassault,2.1.1,开发工具,2
+47,首自信,2.1.1.4,组态建模工具,85,Dassault,2.1.1,开发工具,2
+35,凌昊智能,1.1.3,工业服务器,86,Dell EMC,1.1,工业自动化,2
+47,首自信,2.1.2.1,数据算法模型,159,徐工集团,2.1.2,工业模型库,2
+143,沈阳自动化研究所,2.1.1.5,数字孪生建模工具,80,Salesforce,2.1.1,开发工具,2
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+153,武汉开目,1.3.1.1,计算机辅助设计CAD,85,Dassault,1.3.1,设计研发,2
+135,浪潮,2.1.3.1,物联网服务,99,Siemens,2.1,PaaS,2
+22,航天云网,2.3.1,工业数据接入,99,Siemens,2.3,边缘层,2
+22,航天云网,2.3.2,边缘数据处理,95,Schneider,2.3,边缘层,2
+23,和利时,1.1.2,工业控制器,106,阿里巴巴,1.1,工业自动化,2
+33,蓝谷信息,2.1.2.3,研发仿真模型,159,徐工集团,2.1.2,工业模型库,2
+58,用友,1.3.4.1,企业资源计划ERP,81,SAP,1.3.4,企业运营管理,2
+33,蓝谷信息,2.1.2.3,研发仿真模型,81,SAP,2.1.2,工业模型库,2
+13,东方国信,2.1.3.7,制造类API,99,Siemens,2.1,PaaS,2
+58,用友,1.3.4.3,人力资源管理HRM,106,阿里巴巴,1.3,工业软件,2
+135,浪潮,2.1.3.5,容器服务,99,Siemens,2.1,PaaS,2
+145,思普软件,1.3.1.4,计算机辅助工艺过程设计CAPP,85,Dassault,1.3.1,设计研发,2
+26,寄云科技,2.1.3.4,应用管理服务,99,Siemens,2.1,PaaS,2
+148,腾讯,2.2,IaaS,102,Amazon AWS,2,工业互联网平台,2
+144,树根互联,2.1.2.2,业务流程模型,159,徐工集团,2.1.2,工业模型库,2
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+13,东方国信,2.1.3.6,微服务,106,阿里巴巴,2.1.3,工业物联网,2
+6,安世亚太,1.3.1.2,计算机辅助工程CAE,85,Dassault,1.3.1,设计研发,2
+45,石化盈科,2.1.4.1.1,关系型数据库,102,Amazon AWS,2.1.4,工业大数据,1
+145,思普软件,1.3.1.4,计算机辅助工艺过程设计CAPP,106,阿里巴巴,1.3,工业软件,1
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 47,首自信,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,1
-47,首自信,2.1.2.1,数据算法模型,79,PTC,2.1.2,工业模型库,1
-47,首自信,2.1.1.4,组态建模工具,85,Dassault,2.1.1,开发工具,1
-47,首自信,2.1.2.4,行业机理模型,84,Bosch,2.1.2,工业模型库,1
-47,首自信,2.1.1.3,流程开发工具,80,Salesforce,2.1.1,开发工具,1
-47,首自信,2.1.1.2,低代码开发工具,80,Salesforce,2.1.1,开发工具,1
-45,石化盈科,2.1.4.2.1,数据质量管理,79,PTC,2.1.4.2,工业大数据管理,1
-47,首自信,2.1.1.2,低代码开发工具,148,腾讯,2.1.1,开发工具,1
-47,首自信,2.1.1.2,低代码开发工具,106,阿里巴巴,2.1.1,开发工具,1
-47,首自信,2.1.1.1,算法建模工具,148,腾讯,2.1.1,开发工具,1
-45,石化盈科,2.1.4.2.2,数据安全管理,79,PTC,2.1.4.2,工业大数据管理,1
-46,适创科技,1.3.1.2,计算机辅助工程CAE,93,Cadence,1.3.1,设计研发,1
-47,首自信,2.1.2.3,研发仿真模型,81,SAP,2.1.2,工业模型库,1
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+45,石化盈科,1.3.3.1,制造执行系统MES,99,Siemens,1.3.3,生产制造,1
+83,Emerson,1.3.3.2,分布式控制系统DCS,75,IBM,1.3.3,生产制造,1
+116,概伦电子,1.3.1.7,电子设计自动化EDA,100,Synopsys,1.3.1,设计研发,1
+145,思普软件,1.3.1.4,计算机辅助工艺过程设计CAPP,29,京东工业品,1.3,工业软件,1
+111,鼎捷软件,1.3.4.1,企业资源计划ERP,106,阿里巴巴,1.3,工业软件,1
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+111,鼎捷软件,1.3.4.1,企业资源计划ERP,170,Pseudo1,1,供给,1
+45,石化盈科,1.3.3.1,制造执行系统MES,97,General Electric,1.3.3,生产制造,1
 44,圣邦微电子,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,1
-49,数码大方,2.1.2.2,业务流程模型,84,Bosch,2.1.2,工业模型库,1
-49,数码大方,1.3.1.4,计算机辅助工艺过程设计CAPP,85,Dassault,1.3.1,设计研发,1
-4,爱创科技,1.2.2,标识解析,106,阿里巴巴,1.2,工业互联网网络,1
-49,数码大方,2.1.2.1,数据算法模型,84,Bosch,2.1.2,工业模型库,1
-111,鼎捷软件,1.3.4.1,企业资源计划ERP,81,SAP,1.3.4,企业运营管理,1
-49,数码大方,1.3.3.1,制造执行系统MES,99,Siemens,1.3.3,生产制造,1
-111,鼎捷软件,1.3.4.1,企业资源计划ERP,77,Oracle,1.3.4,企业运营管理,1
-111,鼎捷软件,1.3.3.1,制造执行系统MES,99,Siemens,1.3.3,生产制造,1
-49,数码大方,1.3.1.6,产品生命周期管理PLM,99,Siemens,1.3.1,设计研发,1
-49,数码大方,1.3.1.4,计算机辅助工艺过程设计CAPP,99,Siemens,1.3.1,设计研发,1
-111,鼎捷软件,1.3.1.6,产品生命周期管理PLM,85,Dassault,1.3.1,设计研发,1
-47,首自信,2.1.3.6,微服务,126,华为,2.1.3,工业物联网,1
-49,数码大方,1.3.1.4,计算机辅助工艺过程设计CAPP,100,Synopsys,1.3.1,设计研发,1
-42,山大华天,1.3.1.1,计算机辅助设计CAD,39,Autodesk,1.3.1,设计研发,1
-42,山大华天,1.3.1.3,计算机辅助制造CAM,99,Siemens,1.3.1,设计研发,1
-42,山大华天,1.3.1.4,计算机辅助工艺过程设计CAPP,85,Dassault,1.3.1,设计研发,1
-42,山大华天,1.3.1.4,计算机辅助工艺过程设计CAPP,99,Siemens,1.3.1,设计研发,1
-47,首自信,2.1.3.6,微服务,97,General Electric,2.1.3,工业物联网,1
-43,神舟软件,1.3.1.5,产品数据管理PDM,93,Cadence,1.3.1,设计研发,1
-43,神舟软件,1.3.1.6,产品生命周期管理PLM,39,Autodesk,1.3.1,设计研发,1
-56,芯愿景,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,1
-119,广联达,1.3.1.1,计算机辅助设计CAD,85,Dassault,1.3.1,设计研发,1
-56,芯愿景,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,1
-82,Uptake,2.1.2.1,数据算法模型,159,徐工集团,2.1.2,工业模型库,1
-81,SAP,2.1.4.2,工业大数据管理,115,富士康,2.1.4,工业大数据,1
-81,SAP,2.1.4.2,工业大数据管理,102,Amazon AWS,2.1.4,工业大数据,1
-81,SAP,2.1.4.1,工业大数据存储,102,Amazon AWS,2.1.4,工业大数据,1
-80,Salesforce,1.3.4,企业运营管理,29,京东工业品,1.3,工业软件,1
-79,PTC,2.3.3,协议转换,95,Schneider,2.3,边缘层,1
-79,PTC,2.3.3,协议转换,84,Bosch,2.3,边缘层,1
-79,PTC,2.3.3,协议转换,155,小米,2.3,边缘层,1
-79,PTC,2.3.3,协议转换,102,Amazon AWS,2,工业互联网平台,1
-79,PTC,2.3.2,边缘数据处理,126,华为,2.3,边缘层,1
-79,PTC,2.3.1,工业数据接入,95,Schneider,2.3,边缘层,1
-79,PTC,2.3.1,工业数据接入,84,Bosch,2.3,边缘层,1
-79,PTC,2.1.3.7,制造类API,74,HoneyWell,2.1.3,工业物联网,1
-79,PTC,2.1.3.7,制造类API,106,阿里巴巴,2.1.3,工业物联网,1
-79,PTC,2.1.3.6,微服务,148,腾讯,2.1.3,工业物联网,1
-79,PTC,2.1.3.6,微服务,106,阿里巴巴,2.1.3,工业物联网,1
-79,PTC,2.1.3.5,容器服务,148,腾讯,2.1.3,工业物联网,1
-79,PTC,2.1.3.5,容器服务,108,百度,2.1.3,工业物联网,1
-79,PTC,2.1.3.4,应用管理服务,126,华为,2.1.3,工业物联网,1
-79,PTC,2.1.3.4,应用管理服务,108,百度,2.1.3,工业物联网,1
-79,PTC,2.1.3.3,工业引擎服务,74,HoneyWell,2.1.3,工业物联网,1
-79,PTC,2.1.3.3,工业引擎服务,73,FANUC,2.1.3,工业物联网,1
-79,PTC,2.1.3.3,工业引擎服务,148,腾讯,2.1.3,工业物联网,1
-79,PTC,2.1.3.3,工业引擎服务,108,百度,2.1.3,工业物联网,1
-79,PTC,2.1.3.2,平台基础服务,97,General Electric,2.1.3,工业物联网,1
-79,PTC,2.1.3.2,平台基础服务,74,HoneyWell,2.1.3,工业物联网,1
-79,PTC,2.1.3.1,物联网服务,97,General Electric,2.1.3,工业物联网,1
-79,PTC,1.3.1.6,产品生命周期管理PLM,93,Cadence,1.3.1,设计研发,1
-81,SAP,2.1.4.2,工业大数据管理,84,Bosch,2.1.4,工业大数据,1
-82,Uptake,2.1.2.1,数据算法模型,79,PTC,2.1.2,工业模型库,1
-79,PTC,1.3.1.6,产品生命周期管理PLM,100,Synopsys,1.3.1,设计研发,1
-82,Uptake,2.1.2.1,数据算法模型,84,Bosch,2.1.2,工业模型库,1
-10,北京英贝思,1.3.3.5,企业资产管理系统EAM,75,IBM,1.3.3,生产制造,1
-10,北京英贝思,1.3.3.5,企业资产管理系统EAM,99,Siemens,1.3.3,生产制造,1
+135,浪潮,2.1.3.7,制造类API,99,Siemens,2.1,PaaS,1
+168,中控技术,1.1.2,工业控制器,94,Mitsubishi,1.1,工业自动化,1
+45,石化盈科,1.3.4.2,客户关系管理CRM,170,Pseudo1,1,供给,1
+111,鼎捷软件,1.3.3.1,制造执行系统MES,106,阿里巴巴,1.3,工业软件,1
+113,飞腾信息,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,1
+113,飞腾信息,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,1
+145,思普软件,1.3.1.4,计算机辅助工艺过程设计CAPP,170,Pseudo1,1,供给,1
+168,中控技术,1.1.2,工业控制器,106,阿里巴巴,1.1,工业自动化,1
+168,中控技术,1.3.3.2,分布式控制系统DCS,97,General Electric,1.3.3,生产制造,1
+135,浪潮,2.1.3.6,微服务,74,HoneyWell,2.1.3,工业物联网,1
+3,艾克斯特,1.3.1.5,产品数据管理PDM,106,阿里巴巴,1.3,工业软件,1
+45,石化盈科,2.1.4.1.4,时序数据库,115,富士康,2.1.4,工业大数据,1
+168,中控技术,1.3.3.1,制造执行系统MES,75,IBM,1.3.3,生产制造,1
+135,浪潮,2.1.3.4,应用管理服务,99,Siemens,2.1,PaaS,1
+82,Uptake,2.1.2.2,业务流程模型,84,Bosch,2.1.2,工业模型库,1
+135,浪潮,2.2,IaaS,98,Microsoft Azure,2,工业互联网平台,1
+136,美的,1.2.1,网络互联,106,阿里巴巴,1.2,工业互联网网络,1
+46,适创科技,1.3.1.2,计算机辅助工程CAE,39,Autodesk,1.3.1,设计研发,1
+44,圣邦微电子,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,1
+154,西格数据,2.1.4.1.4,时序数据库,115,富士康,2.1.4,工业大数据,1
+111,鼎捷软件,1.3.1.6,产品生命周期管理PLM,29,京东工业品,1.3,工业软件,1
+106,阿里巴巴,2.1.3,工业物联网,102,Amazon AWS,2,工业互联网平台,1
+103,STMicroelectronics ,1.1.1,工业计算芯片,94,Mitsubishi,1.1,工业自动化,1
+104,Infineon,1.1.1,工业计算芯片,105,Intel,1.1,工业自动化,1
+33,蓝谷信息,2.1.2.4,行业机理模型,58,用友,2.1.2,工业模型库,1
+104,Infineon,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,1
+163,优也科技,2.1.4.1.2,分布式数据库,79,PTC,2.1.4.1,工业大数据存储,1
+38,牛刀,2.1.1.4,组态建模工具,85,Dassault,2.1.1,开发工具,1
+96,Cisco,1.2.3,数据互通,106,阿里巴巴,1.2,工业互联网网络,1
+96,Cisco,1.2.1,网络互联,97,General Electric,1.2,工业互联网网络,1
+96,Cisco,1.2.1,网络互联,67,中国移动,1.2,工业互联网网络,1
+96,Cisco,1.2.1,网络互联,126,华为,1.2,工业互联网网络,1
+96,Cisco,1.2.1,网络互联,106,阿里巴巴,1.2,工业互联网网络,1
+163,优也科技,2.1.4.1.4,时序数据库,115,富士康,2.1.4,工业大数据,1
+33,蓝谷信息,2.1.2.2,业务流程模型,99,Siemens,2.1,PaaS,1
+4,爱创科技,1.2.2,标识解析,170,Pseudo1,1,供给,1
+141,上海新华控制,1.3.3.2,分布式控制系统DCS,99,Siemens,1.3.3,生产制造,1
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+97,General Electric,2.1.3,工业物联网,170,Pseudo1,1,供给,1
+97,General Electric,2.1.3,工业物联网,98,Microsoft Azure,2,工业互联网平台,1
+101,Analog Devices,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,1
+36,龙芯中科,1.1.1,工业计算芯片,94,Mitsubishi,1.1,工业自动化,1
+143,沈阳自动化研究所,2.1.1.5,数字孪生建模工具,148,腾讯,2.1.1,开发工具,1
+143,沈阳自动化研究所,2.1.1.5,数字孪生建模工具,106,阿里巴巴,2.1.1,开发工具,1
+163,优也科技,2.1.4.1.2,分布式数据库,115,富士康,2.1.4,工业大数据,1
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+35,凌昊智能,1.1.3,工业服务器,126,华为,1.1,工业自动化,1
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-100,Synopsys,1.3.1,设计研发,29,京东工业品,1.3,工业软件,1
-97,General Electric,1.3.3,生产制造,29,京东工业品,1.3,工业软件,1
-96,Cisco,1.2.3,数据互通,126,华为,1.2,工业互联网网络,1
-95,Schneider,2.3,边缘层,98,Microsoft Azure,2,工业互联网平台,1
-93,Cadence,1.3.1,设计研发,29,京东工业品,1.3,工业软件,1
-93,Cadence,1.3.1,设计研发,106,阿里巴巴,1.3,工业软件,1
-92,Omron,1.3.3.4,可编程逻揖控制系统PLC,97,General Electric,1.3.3,生产制造,1
-91,Moxa,1.2.1,网络互联,67,中国移动,1.2,工业互联网网络,1
-90,Mentor Graphics,1.3.1.7,电子设计自动化EDA,85,Dassault,1.3.1,设计研发,1
-9,北京航天测控,1.3.3.6,运维保障系统MRO,75,IBM,1.3.3,生产制造,1
-89,Rockwell,1.3.3.1,制造执行系统MES,75,IBM,1.3.3,生产制造,1
+103,STMicroelectronics ,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,1
+99,Siemens,1.2.1,网络互联,106,阿里巴巴,1.2,工业互联网网络,1
+143,沈阳自动化研究所,2.1.1.3,流程开发工具,99,Siemens,2.1,PaaS,1
+35,凌昊智能,1.1.3,工业服务器,105,Intel,1.1,工业自动化,1
+38,牛刀,2.1.1.2,低代码开发工具,80,Salesforce,2.1.1,开发工具,1
+38,牛刀,2.1.1.2,低代码开发工具,85,Dassault,2.1.1,开发工具,1
+101,Analog Devices,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,1
+40,奇安信,1.4.2.1,工控安全监测与审计,142,深信服,1.4.2,控制安全,1
+106,阿里巴巴,2.1.3,工业物联网,170,Pseudo1,1,供给,1
+111,鼎捷软件,1.3.1.6,产品生命周期管理PLM,106,阿里巴巴,1.3,工业软件,1
+141,上海新华控制,1.3.3.2,分布式控制系统DCS,75,IBM,1.3.3,生产制造,1
+109,宝信软件,1.3.3.1,制造执行系统MES,29,京东工业品,1.3,工业软件,1
+31,昆仑数据,1.3.3.3,数据采集与监视控制系统SCADA,29,京东工业品,1.3,工业软件,1
+137,美林数据,2.1.4.1.2,分布式数据库,99,Siemens,2.1,PaaS,1
+87,Texas Instruments,1.1.1,工业计算芯片,94,Mitsubishi,1.1,工业自动化,1
+87,Texas Instruments,1.1.1,工业计算芯片,105,Intel,1.1,工业自动化,1
+43,神舟软件,1.3.1.5,产品数据管理PDM,29,京东工业品,1.3,工业软件,1
+31,昆仑数据,1.3.3.3,数据采集与监视控制系统SCADA,170,Pseudo1,1,供给,1
+165,智能云科,2.1.2.2,业务流程模型,58,用友,2.1.2,工业模型库,1
+31,昆仑数据,1.3.3.3,数据采集与监视控制系统SCADA,106,阿里巴巴,1.3,工业软件,1
+137,美林数据,2.1.4.1.2,分布式数据库,115,富士康,2.1.4,工业大数据,1
+110,晨科软件,1.3.3.5,企业资产管理系统EAM,106,阿里巴巴,1.3,工业软件,1
+85,Dassault,1.3.1,设计研发,170,Pseudo1,1,供给,1
+110,晨科软件,1.3.3.5,企业资产管理系统EAM,170,Pseudo1,1,供给,1
+43,神舟软件,1.3.1.6,产品生命周期管理PLM,29,京东工业品,1.3,工业软件,1
+165,智能云科,2.1.2.4,行业机理模型,159,徐工集团,2.1.2,工业模型库,1
+88,HPE,1.1.3,工业服务器,170,Pseudo1,1,供给,1
+108,百度,2.2,IaaS,98,Microsoft Azure,2,工业互联网平台,1
+88,HPE,1.1.3,工业服务器,94,Mitsubishi,1.1,工业自动化,1
+14,东华软件,1.3.4.3,人力资源管理HRM,170,Pseudo1,1,供给,1
+33,蓝谷信息,2.1.2.1,数据算法模型,84,Bosch,2.1.2,工业模型库,1
+106,阿里巴巴,2.1.3,工业物联网,98,Microsoft Azure,2,工业互联网平台,1
+106,阿里巴巴,2.2,IaaS,102,Amazon AWS,2,工业互联网平台,1
+33,蓝谷信息,2.1.2.1,数据算法模型,58,用友,2.1.2,工业模型库,1
+90,Mentor Graphics,1.3.1.7,电子设计自动化EDA,29,京东工业品,1.3,工业软件,1
+90,Mentor Graphics,1.3.1.7,电子设计自动化EDA,106,阿里巴巴,1.3,工业软件,1
+108,百度,2.1.3,工业物联网,170,Pseudo1,1,供给,1
+42,山大华天,1.3.1.4,计算机辅助工艺过程设计CAPP,29,京东工业品,1.3,工业软件,1
+14,东华软件,1.3.3.4,可编程逻揖控制系统PLC,106,阿里巴巴,1.3,工业软件,1
+164,震坤行,1.3.3.6,运维保障系统MRO,106,阿里巴巴,1.3,工业软件,1
+138,启明信息,1.3.1.5,产品数据管理PDM,170,Pseudo1,1,供给,1
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-89,Rockwell,1.1.2,工业控制器,126,华为,1.1,工业自动化,1
-88,HPE,1.1.3,工业服务器,86,Dell EMC,1.1,工业自动化,1
-87,Texas Instruments,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,1
-85,Dassault,1.3.1,设计研发,106,阿里巴巴,1.3,工业软件,1
-83,Emerson,1.3.3.2,分布式控制系统DCS,99,Siemens,1.3.3,生产制造,1
-83,Emerson,1.3.3.2,分布式控制系统DCS,75,IBM,1.3.3,生产制造,1
-82,Uptake,2.1.2.4,行业机理模型,58,用友,2.1.2,工业模型库,1
-82,Uptake,2.1.2.4,行业机理模型,159,徐工集团,2.1.2,工业模型库,1
-82,Uptake,2.1.2.3,研发仿真模型,58,用友,2.1.2,工业模型库,1
-82,Uptake,2.1.2.3,研发仿真模型,159,徐工集团,2.1.2,工业模型库,1
-82,Uptake,2.1.2.2,业务流程模型,81,SAP,2.1.2,工业模型库,1
-79,PTC,1.3.1.6,产品生命周期管理PLM,85,Dassault,1.3.1,设计研发,1
-79,PTC,1.3.1.4,计算机辅助工艺过程设计CAPP,99,Siemens,1.3.1,设计研发,1
-56,芯愿景,1.1.1,工业计算芯片,94,Mitsubishi,1.1,工业自动化,1
-62,云道智造,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,1
-62,云道智造,1.3.1.2,计算机辅助工程CAE,99,Siemens,1.3.1,设计研发,1
-62,云道智造,1.3.1.2,计算机辅助工程CAE,39,Autodesk,1.3.1,设计研发,1
-62,云道智造,1.3.1.2,计算机辅助工程CAE,100,Synopsys,1.3.1,设计研发,1
-60,宇动源,2.1.1.5,数字孪生建模工具,80,Salesforce,2.1.1,开发工具,1
-60,宇动源,2.1.1.5,数字孪生建模工具,148,腾讯,2.1.1,开发工具,1
-60,宇动源,2.1.1.3,流程开发工具,80,Salesforce,2.1.1,开发工具,1
-60,宇动源,2.1.1.2,低代码开发工具,80,Salesforce,2.1.1,开发工具,1
-60,宇动源,2.1.1.1,算法建模工具,85,Dassault,2.1.1,开发工具,1
-60,宇动源,2.1.1.1,算法建模工具,148,腾讯,2.1.1,开发工具,1
-60,宇动源,2.1.1.1,算法建模工具,106,阿里巴巴,2.1.1,开发工具,1
-6,安世亚太,2.1.2.2,业务流程模型,79,PTC,2.1.2,工业模型库,1
-6,安世亚太,2.1.2.2,业务流程模型,159,徐工集团,2.1.2,工业模型库,1
-6,安世亚太,2.1.2.1,数据算法模型,84,Bosch,2.1.2,工业模型库,1
-6,安世亚太,1.3.1.2,计算机辅助工程CAE,99,Siemens,1.3.1,设计研发,1
-6,安世亚太,1.3.1.2,计算机辅助工程CAE,85,Dassault,1.3.1,设计研发,1
-6,安世亚太,1.3.1.2,计算机辅助工程CAE,100,Synopsys,1.3.1,设计研发,1
-103,STMicroelectronics ,1.1.1,工业计算芯片,105,Intel,1.1,工业自动化,1
-58,用友,1.3.2,采购供应,170,Pseudo1,1,供给,1
-58,用友,1.2.2,标识解析,67,中国移动,1.2,工业互联网网络,1
-58,用友,1.2.2,标识解析,106,阿里巴巴,1.2,工业互联网网络,1
-57,亚控科技,2.3.2,边缘数据处理,99,Siemens,2.3,边缘层,1
-57,亚控科技,2.3.2,边缘数据处理,126,华为,2.3,边缘层,1
-57,亚控科技,2.3.1,工业数据接入,126,华为,2.3,边缘层,1
-57,亚控科技,1.3.3.3,数据采集与监视控制系统SCADA,99,Siemens,1.3.3,生产制造,1
-57,亚控科技,1.3.3.3,数据采集与监视控制系统SCADA,97,General Electric,1.3.3,生产制造,1
-56,芯愿景,1.3.1.7,电子设计自动化EDA,93,Cadence,1.3.1,设计研发,1
-56,芯愿景,1.3.1.7,电子设计自动化EDA,100,Synopsys,1.3.1,设计研发,1
-62,云道智造,2.1.2.1,数据算法模型,159,徐工集团,2.1.2,工业模型库,1
-62,云道智造,2.1.2.2,业务流程模型,159,徐工集团,2.1.2,工业模型库,1
-79,PTC,1.3.1.1,计算机辅助设计CAD,99,Siemens,1.3.1,设计研发,1
-62,云道智造,2.1.2.2,业务流程模型,81,SAP,2.1.2,工业模型库,1
-79,PTC,1.3.1.1,计算机辅助设计CAD,39,Autodesk,1.3.1,设计研发,1
-79,PTC,1.3.1.1,计算机辅助设计CAD,100,Synopsys,1.3.1,设计研发,1
-78,OutSystems,2.1.1.5,数字孪生建模工具,106,阿里巴巴,2.1.1,开发工具,1
-78,OutSystems,2.1.1.3,流程开发工具,85,Dassault,2.1.1,开发工具,1
-78,OutSystems,2.1.1.3,流程开发工具,80,Salesforce,2.1.1,开发工具,1
-78,OutSystems,2.1.1.2,低代码开发工具,85,Dassault,2.1.1,开发工具,1
-78,OutSystems,2.1.1.2,低代码开发工具,80,Salesforce,2.1.1,开发工具,1
-77,Oracle,1.3.3.6,运维保障系统MRO,99,Siemens,1.3.3,生产制造,1
-77,Oracle,1.3.3.6,运维保障系统MRO,97,General Electric,1.3.3,生产制造,1
-72,ANSYS,1.3.1.2,计算机辅助工程CAE,100,Synopsys,1.3.1,设计研发,1
-71,Altair,1.3.1.2,计算机辅助工程CAE,39,Autodesk,1.3.1,设计研发,1
-71,Altair,1.3.1.2,计算机辅助工程CAE,100,Synopsys,1.3.1,设计研发,1
-70,ABB,1.3.3.4,可编程逻揖控制系统PLC,97,General Electric,1.3.3,生产制造,1
-69,紫光集团,1.1.1,工业计算芯片,94,Mitsubishi,1.1,工业自动化,1
-69,紫光集团,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,1
-68,中望软件,1.3.1.2,计算机辅助工程CAE,99,Siemens,1.3.1,设计研发,1
-68,中望软件,1.3.1.1,计算机辅助设计CAD,99,Siemens,1.3.1,设计研发,1
-68,中望软件,1.3.1.1,计算机辅助设计CAD,93,Cadence,1.3.1,设计研发,1
-68,中望软件,1.3.1.1,计算机辅助设计CAD,100,Synopsys,1.3.1,设计研发,1
-66,中国联通,1.2.1,网络互联,126,华为,1.2,工业互联网网络,1
-65,中国电信,1.2.1,网络互联,67,中国移动,1.2,工业互联网网络,1
-65,中国电信,1.2.1,网络互联,126,华为,1.2,工业互联网网络,1
-65,中国电信,1.2.1,网络互联,106,阿里巴巴,1.2,工业互联网网络,1
-64,中电智科,1.1.2,工业控制器,126,华为,1.1,工业自动化,1
-101,Analog Devices,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,1
-62,云道智造,2.1.2.4,行业机理模型,159,徐工集团,2.1.2,工业模型库,1
-62,云道智造,2.1.2.3,研发仿真模型,84,Bosch,2.1.2,工业模型库,1
-33,蓝谷信息,2.1.2.4,行业机理模型,84,Bosch,2.1.2,工业模型库,1
-23,和利时,2.3.3,协议转换,99,Siemens,2.3,边缘层,1
-33,蓝谷信息,2.1.2.4,行业机理模型,58,用友,2.1.2,工业模型库,1
-137,美林数据,2.1.4.1.3,实时数据库,79,PTC,2.1.4.1,工业大数据存储,1
-135,浪潮,2.1.3.6,微服务,74,HoneyWell,2.1.3,工业物联网,1
-135,浪潮,2.1.3.7,制造类API,106,阿里巴巴,2.1.3,工业物联网,1
-135,浪潮,2.1.3.7,制造类API,73,FANUC,2.1.3,工业物联网,1
-135,浪潮,2.1.3.7,制造类API,74,HoneyWell,2.1.3,工业物联网,1
-135,浪潮,2.1.3.7,制造类API,97,General Electric,2.1.3,工业物联网,1
-135,浪潮,2.2,IaaS,102,Amazon AWS,2,工业互联网平台,1
-137,美林数据,2.1.4.2.1,数据质量管理,81,SAP,2.1.4.2,工业大数据管理,1
-135,浪潮,2.1.3.5,容器服务,97,General Electric,2.1.3,工业物联网,1
-139,容知日新,1.3.3.7,故障预测与健康管理PHM,99,Siemens,1.3.3,生产制造,1
-14,东华软件,1.3.4.3,人力资源管理HRM,80,Salesforce,1.3.4,企业运营管理,1
-117,格创东智,2.1.1.2,低代码开发工具,85,Dassault,2.1.1,开发工具,1
-117,格创东智,2.1.1.2,低代码开发工具,80,Salesforce,2.1.1,开发工具,1
-141,上海新华控制,1.3.3.2,分布式控制系统DCS,75,IBM,1.3.3,生产制造,1
-141,上海新华控制,1.3.3.2,分布式控制系统DCS,99,Siemens,1.3.3,生产制造,1
-135,浪潮,2.1.3.6,微服务,108,百度,2.1.3,工业物联网,1
-135,浪潮,2.1.3.5,容器服务,148,腾讯,2.1.3,工业物联网,1
-116,概伦电子,1.3.1.7,电子设计自动化EDA,93,Cadence,1.3.1,设计研发,1
-117,格创东智,2.1.1.5,数字孪生建模工具,106,阿里巴巴,2.1.1,开发工具,1
-131,九物互联,2.1.1.4,组态建模工具,106,阿里巴巴,2.1.1,开发工具,1
-132,科远智慧,1.3.3.2,分布式控制系统DCS,97,General Electric,1.3.3,生产制造,1
-133,蓝盾股份,1.4.4.1,身份鉴别与访问控制,40,奇安信,1.4.4,平台安全,1
-134,朗坤智慧,1.3.3.5,企业资产管理系统EAM,75,IBM,1.3.3,生产制造,1
-134,朗坤智慧,1.3.3.5,企业资产管理系统EAM,97,General Electric,1.3.3,生产制造,1
-135,浪潮,1.1.3,工业服务器,86,Dell EMC,1.1,工业自动化,1
-117,格创东智,2.1.1.4,组态建模工具,85,Dassault,2.1.1,开发工具,1
-135,浪潮,2.1.3.4,应用管理服务,106,阿里巴巴,2.1.3,工业物联网,1
-135,浪潮,1.3.2.1,供应链管理SCM,170,Pseudo1,1,供给,1
-117,格创东智,2.1.1.4,组态建模工具,148,腾讯,2.1.1,开发工具,1
-135,浪潮,1.3.4.1,企业资源计划ERP,81,SAP,1.3.4,企业运营管理,1
-135,浪潮,2.1.3.2,平台基础服务,108,百度,2.1.3,工业物联网,1
-135,浪潮,2.1.3.2,平台基础服务,73,FANUC,2.1.3,工业物联网,1
-135,浪潮,2.1.3.3,工业引擎服务,108,百度,2.1.3,工业物联网,1
-117,格创东智,2.1.1.2,低代码开发工具,106,阿里巴巴,2.1.1,开发工具,1
-116,概伦电子,1.3.1.7,电子设计自动化EDA,39,Autodesk,1.3.1,设计研发,1
-150,唯捷创芯,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,1
-149,天泽智云,2.1.2.3,研发仿真模型,58,用友,2.1.2,工业模型库,1
-146,苏州浩辰,1.3.1.1,计算机辅助设计CAD,100,Synopsys,1.3.1,设计研发,1
-146,苏州浩辰,1.3.1.1,计算机辅助设计CAD,85,Dassault,1.3.1,设计研发,1
-146,苏州浩辰,1.3.1.1,计算机辅助设计CAD,93,Cadence,1.3.1,设计研发,1
-149,天泽智云,2.1.2.1,数据算法模型,58,用友,2.1.2,工业模型库,1
-149,天泽智云,2.1.2.1,数据算法模型,79,PTC,2.1.2,工业模型库,1
-149,天泽智云,2.1.2.2,业务流程模型,84,Bosch,2.1.2,工业模型库,1
-149,天泽智云,2.1.2.3,研发仿真模型,79,PTC,2.1.2,工业模型库,1
-145,思普软件,1.3.1.4,计算机辅助工艺过程设计CAPP,100,Synopsys,1.3.1,设计研发,1
-149,天泽智云,2.1.2.4,行业机理模型,159,徐工集团,2.1.2,工业模型库,1
-149,天泽智云,2.1.2.4,行业机理模型,58,用友,2.1.2,工业模型库,1
-149,天泽智云,2.1.2.4,行业机理模型,79,PTC,2.1.2,工业模型库,1
-149,天泽智云,2.1.2.4,行业机理模型,84,Bosch,2.1.2,工业模型库,1
-15,东软集团,1.3.3.5,企业资产管理系统EAM,75,IBM,1.3.3,生产制造,1
-15,东软集团,1.3.3.5,企业资产管理系统EAM,99,Siemens,1.3.3,生产制造,1
-145,思普软件,1.3.1.4,计算机辅助工艺过程设计CAPP,85,Dassault,1.3.1,设计研发,1
-144,树根互联,2.1.2.4,行业机理模型,84,Bosch,2.1.2,工业模型库,1
-143,沈阳自动化研究所,2.1.1.2,低代码开发工具,148,腾讯,2.1.1,开发工具,1
-143,沈阳自动化研究所,2.1.1.5,数字孪生建模工具,85,Dassault,2.1.1,开发工具,1
-143,沈阳自动化研究所,2.1.1.2,低代码开发工具,80,Salesforce,2.1.1,开发工具,1
-143,沈阳自动化研究所,2.1.1.3,流程开发工具,148,腾讯,2.1.1,开发工具,1
-143,沈阳自动化研究所,2.1.1.3,流程开发工具,85,Dassault,2.1.1,开发工具,1
-143,沈阳自动化研究所,2.1.1.4,组态建模工具,80,Salesforce,2.1.1,开发工具,1
-143,沈阳自动化研究所,2.1.1.4,组态建模工具,85,Dassault,2.1.1,开发工具,1
-143,沈阳自动化研究所,2.1.1.5,数字孪生建模工具,80,Salesforce,2.1.1,开发工具,1
-144,树根互联,2.1.2.1,数据算法模型,79,PTC,2.1.2,工业模型库,1
-144,树根互联,2.1.2.4,行业机理模型,79,PTC,2.1.2,工业模型库,1
-144,树根互联,2.1.2.1,数据算法模型,84,Bosch,2.1.2,工业模型库,1
-144,树根互联,2.1.2.2,业务流程模型,81,SAP,2.1.2,工业模型库,1
-144,树根互联,2.1.2.2,业务流程模型,84,Bosch,2.1.2,工业模型库,1
-144,树根互联,2.1.2.3,研发仿真模型,79,PTC,2.1.2,工业模型库,1
-144,树根互联,2.1.2.3,研发仿真模型,84,Bosch,2.1.2,工业模型库,1
-144,树根互联,2.1.2.4,行业机理模型,58,用友,2.1.2,工业模型库,1
-131,九物互联,2.1.1.3,流程开发工具,85,Dassault,2.1.1,开发工具,1
-131,九物互联,2.1.1.1,算法建模工具,85,Dassault,2.1.1,开发工具,1
-131,九物互联,2.1.1.1,算法建模工具,106,阿里巴巴,2.1.1,开发工具,1
-13,东方国信,2.1.3.1,物联网服务,148,腾讯,2.1.3,工业物联网,1
-128,华伍股份,1.1.2,工业控制器,126,华为,1.1,工业自动化,1
-129,华中数控,1.1.2,工业控制器,105,Intel,1.1,工业自动化,1
-129,华中数控,1.1.2,工业控制器,86,Dell EMC,1.1,工业自动化,1
-129,华中数控,1.2.3,数据互通,97,General Electric,1.2,工业互联网网络,1
-13,东方国信,1.2.2,标识解析,126,华为,1.2,工业互联网网络,1
-13,东方国信,2.1.3.1,物联网服务,126,华为,2.1.3,工业物联网,1
-13,东方国信,2.1.3.1,物联网服务,73,FANUC,2.1.3,工业物联网,1
-127,华为海思,1.1.3,工业服务器,86,Dell EMC,1.1,工业自动化,1
-13,东方国信,2.1.3.2,平台基础服务,106,阿里巴巴,2.1.3,工业物联网,1
-13,东方国信,2.1.3.2,平台基础服务,126,华为,2.1.3,工业物联网,1
-13,东方国信,2.1.3.2,平台基础服务,148,腾讯,2.1.3,工业物联网,1
-13,东方国信,2.1.3.2,平台基础服务,97,General Electric,2.1.3,工业物联网,1
-13,东方国信,2.1.3.3,工业引擎服务,126,华为,2.1.3,工业物联网,1
-13,东方国信,2.1.3.3,工业引擎服务,73,FANUC,2.1.3,工业物联网,1
+42,山大华天,1.3.1.4,计算机辅助工艺过程设计CAPP,170,Pseudo1,1,供给,1
+89,Rockwell,1.2.1,网络互联,126,华为,1.2,工业互联网网络,1
+49,数码大方,1.3.3.1,制造执行系统MES,99,Siemens,1.3.3,生产制造,1
+135,浪潮,2.1.3.3,工业引擎服务,98,Microsoft Azure,2,工业互联网平台,1
+56,芯愿景,1.3.1.7,电子设计自动化EDA,106,阿里巴巴,1.3,工业软件,1
+77,Oracle,1.3.3.6,运维保障系统MRO,106,阿里巴巴,1.3,工业软件,1
 128,华伍股份,1.1.2,工业控制器,106,阿里巴巴,1.1,工业自动化,1
-127,华为海思,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,1
-117,格创东智,2.1.1.5,数字孪生建模工具,148,腾讯,2.1.1,开发工具,1
-123,海得控制,1.1.2,工业控制器,94,Mitsubishi,1.1,工业自动化,1
-119,广联达,1.3.1.1,计算机辅助设计CAD,99,Siemens,1.3.1,设计研发,1
-12,大唐软件,1.2.1,网络互联,106,阿里巴巴,1.2,工业互联网网络,1
-12,大唐软件,1.2.1,网络互联,126,华为,1.2,工业互联网网络,1
-12,大唐软件,1.2.1,网络互联,97,General Electric,1.2,工业互联网网络,1
-120,广州数控,1.2.3,数据互通,67,中国移动,1.2,工业互联网网络,1
-123,海得控制,1.1.2,工业控制器,105,Intel,1.1,工业自动化,1
-124,海尔,1.2.1,网络互联,106,阿里巴巴,1.2,工业互联网网络,1
-126,华为,2.3,边缘层,102,Amazon AWS,2,工业互联网平台,1
-124,海尔,1.2.1,网络互联,126,华为,1.2,工业互联网网络,1
-124,海尔,2.3,边缘层,98,Microsoft Azure,2,工业互联网平台,1
-125,华数机器人,1.2.3,数据互通,126,华为,1.2,工业互联网网络,1
-118,工邦邦,1.3.3.6,运维保障系统MRO,75,IBM,1.3.3,生产制造,1
-126,华为,2.1.1.5,数字孪生建模工具,85,Dassault,2.1.1,开发工具,1
-126,华为,2.2,IaaS,102,Amazon AWS,2,工业互联网平台,1
-13,东方国信,2.1.3.3,工业引擎服务,74,HoneyWell,2.1.3,工业物联网,1
-13,东方国信,2.1.3.3,工业引擎服务,97,General Electric,2.1.3,工业物联网,1
-13,东方国信,2.1.3.4,应用管理服务,126,华为,2.1.3,工业物联网,1
-13,东方国信,2.3.3,协议转换,124,海尔,2.3,边缘层,1
-13,东方国信,2.3.1,工业数据接入,95,Schneider,2.3,边缘层,1
-13,东方国信,2.3.2,边缘数据处理,124,海尔,2.3,边缘层,1
-13,东方国信,2.3.2,边缘数据处理,126,华为,2.3,边缘层,1
-13,东方国信,2.3.2,边缘数据处理,155,小米,2.3,边缘层,1
-13,东方国信,2.3.2,边缘数据处理,95,Schneider,2.3,边缘层,1
-13,东方国信,2.3.2,边缘数据处理,99,Siemens,2.3,边缘层,1
-13,东方国信,2.3.3,协议转换,155,小米,2.3,边缘层,1
-13,东方国信,2.1.3.4,应用管理服务,73,FANUC,2.1.3,工业物联网,1
-117,格创东智,2.1.4.2.2,数据安全管理,79,PTC,2.1.4.2,工业大数据管理,1
-130,金蝶,1.3.2,采购供应,170,Pseudo1,1,供给,1
-117,格创东智,2.1.4.2.1,数据质量管理,81,SAP,2.1.4.2,工业大数据管理,1
-130,金蝶,1.3.4.1,企业资源计划ERP,77,Oracle,1.3.4,企业运营管理,1
-117,格创东智,2.1.4.1.1,关系型数据库,81,SAP,2.1.4.1,工业大数据存储,1
-130,金蝶,1.3.5,仓储物流,170,Pseudo1,1,供给,1
-13,东方国信,2.3.1,工业数据接入,155,小米,2.3,边缘层,1
-13,东方国信,2.3.1,工业数据接入,126,华为,2.3,边缘层,1
-13,东方国信,2.3.1,工业数据接入,124,海尔,2.3,边缘层,1
-13,东方国信,2.1.4.2.1,数据质量管理,81,SAP,2.1.4.2,工业大数据管理,1
-13,东方国信,2.1.4.1.4,时序数据库,81,SAP,2.1.4.1,工业大数据存储,1
-13,东方国信,2.1.4.1.4,时序数据库,79,PTC,2.1.4.1,工业大数据存储,1
-13,东方国信,2.1.4.1.2,分布式数据库,79,PTC,2.1.4.1,工业大数据存储,1
-13,东方国信,2.1.3.7,制造类API,97,General Electric,2.1.3,工业物联网,1
-13,东方国信,2.1.3.7,制造类API,126,华为,2.1.3,工业物联网,1
-13,东方国信,2.1.3.6,微服务,73,FANUC,2.1.3,工业物联网,1
-13,东方国信,2.1.3.6,微服务,148,腾讯,2.1.3,工业物联网,1
-13,东方国信,2.1.3.6,微服务,126,华为,2.1.3,工业物联网,1
-13,东方国信,2.1.3.6,微服务,106,阿里巴巴,2.1.3,工业物联网,1
-13,东方国信,2.1.3.5,容器服务,73,FANUC,2.1.3,工业物联网,1
-13,东方国信,2.1.3.5,容器服务,148,腾讯,2.1.3,工业物联网,1
-13,东方国信,2.1.3.5,容器服务,108,百度,2.1.3,工业物联网,1
-13,东方国信,2.1.3.5,容器服务,106,阿里巴巴,2.1.3,工业物联网,1
-150,唯捷创芯,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,1
-153,武汉开目,1.3.1.1,计算机辅助设计CAD,100,Synopsys,1.3.1,设计研发,1
-33,蓝谷信息,2.1.2.3,研发仿真模型,84,Bosch,2.1.2,工业模型库,1
-23,和利时,1.3.3.4,可编程逻揖控制系统PLC,99,Siemens,1.3.3,生产制造,1
-22,航天云网,2.3.3,协议转换,95,Schneider,2.3,边缘层,1
-23,和利时,1.3.3.1,制造执行系统MES,75,IBM,1.3.3,生产制造,1
+57,亚控科技,2.3.1,工业数据接入,155,小米,2.3,边缘层,1
+150,唯捷创芯,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,1
+128,华伍股份,1.1.2,工业控制器,94,Mitsubishi,1.1,工业自动化,1
+150,唯捷创芯,1.1.1,工业计算芯片,94,Mitsubishi,1.1,工业自动化,1
+23,和利时,1.3.3.3,数据采集与监视控制系统SCADA,29,京东工业品,1.3,工业软件,1
+74,HoneyWell,1.3.3.2,分布式控制系统DCS,97,General Electric,1.3.3,生产制造,1
+58,用友,1.2.2,标识解析,170,Pseudo1,1,供给,1
+23,和利时,1.3.3.2,分布式控制系统DCS,97,General Electric,1.3.3,生产制造,1
 23,和利时,1.3.3.1,制造执行系统MES,99,Siemens,1.3.3,生产制造,1
-23,和利时,1.3.3.2,分布式控制系统DCS,75,IBM,1.3.3,生产制造,1
-23,和利时,1.3.3.3,数据采集与监视控制系统SCADA,75,IBM,1.3.3,生产制造,1
-23,和利时,1.3.3.3,数据采集与监视控制系统SCADA,99,Siemens,1.3.3,生产制造,1
-115,富士康,1.1.3,工业服务器,105,Intel,1.1,工业自动化,1
-22,航天云网,2.3.3,协议转换,126,华为,2.3,边缘层,1
-113,飞腾信息,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,1
-23,和利时,2.1.3.6,微服务,148,腾讯,2.1.3,工业物联网,1
-23,和利时,2.3.1,工业数据接入,99,Siemens,2.3,边缘层,1
-23,和利时,2.3.2,边缘数据处理,124,海尔,2.3,边缘层,1
-23,和利时,2.3.2,边缘数据处理,99,Siemens,2.3,边缘层,1
-23,和利时,2.3.3,协议转换,124,海尔,2.3,边缘层,1
-1,51WORLD,2.1.1.5,数字孪生建模工具,148,腾讯,2.1.1,开发工具,1
-22,航天云网,2.3.2,边缘数据处理,84,Bosch,2.3,边缘层,1
-23,和利时,2.3.3,协议转换,84,Bosch,2.3,边缘层,1
-22,航天云网,2.1.3.5,容器服务,108,百度,2.1.3,工业物联网,1
-22,航天云网,2.1.3.1,物联网服务,97,General Electric,2.1.3,工业物联网,1
-22,航天云网,2.1.3.2,平台基础服务,126,华为,2.1.3,工业物联网,1
-22,航天云网,2.1.3.3,工业引擎服务,106,阿里巴巴,2.1.3,工业物联网,1
-22,航天云网,2.1.3.4,应用管理服务,108,百度,2.1.3,工业物联网,1
-22,航天云网,2.1.3.4,应用管理服务,97,General Electric,2.1.3,工业物联网,1
-22,航天云网,2.1.3.5,容器服务,106,阿里巴巴,2.1.3,工业物联网,1
-22,航天云网,2.1.3.6,微服务,126,华为,2.1.3,工业物联网,1
-22,航天云网,2.3.2,边缘数据处理,155,小米,2.3,边缘层,1
+58,用友,1.3.1.6,产品生命周期管理PLM,106,阿里巴巴,1.3,工业软件,1
+72,ANSYS,1.3.1.2,计算机辅助工程CAE,106,阿里巴巴,1.3,工业软件,1
+58,用友,1.3.1.6,产品生命周期管理PLM,29,京东工业品,1.3,工业软件,1
+13,东方国信,2.1.4.1.4,时序数据库,79,PTC,2.1.4.1,工业大数据存储,1
+150,唯捷创芯,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,1
+56,芯愿景,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,1
+23,和利时,1.1.2,工业控制器,86,Dell EMC,1.1,工业自动化,1
+15,东软集团,1.3.3.5,企业资产管理系统EAM,29,京东工业品,1.3,工业软件,1
+130,金蝶,1.3.4.1,企业资源计划ERP,170,Pseudo1,1,供给,1
+78,OutSystems,2.1.1.5,数字孪生建模工具,106,阿里巴巴,2.1.1,开发工具,1
+78,OutSystems,2.1.1.4,组态建模工具,99,Siemens,2.1,PaaS,1
+54,网御星云,1.4.1.3,防毒墙,157,新华三,1.4.1,设备安全,1
+22,航天云网,1.2.1,网络互联,106,阿里巴巴,1.2,工业互联网网络,1
+13,东方国信,2.3.3,协议转换,99,Siemens,2.3,边缘层,1
+149,天泽智云,2.1.2.4,行业机理模型,81,SAP,2.1.2,工业模型库,1
+23,和利时,2.3.1,工业数据接入,84,Bosch,2.3,边缘层,1
+127,华为海思,1.1.3,工业服务器,106,阿里巴巴,1.1,工业自动化,1
+55,威努特,1.4.1.3,防毒墙,126,华为,1.4,工业互联网安全,1
+55,威努特,1.4.1.3,防毒墙,157,新华三,1.4.1,设备安全,1
+55,威努特,1.4.1.3,防毒墙,170,Pseudo1,1,供给,1
+149,天泽智云,2.1.2.4,行业机理模型,84,Bosch,2.1.2,工业模型库,1
+13,东方国信,2.3.3,协议转换,102,Amazon AWS,2,工业互联网平台,1
+13,东方国信,2.3.2,边缘数据处理,99,Siemens,2.3,边缘层,1
+22,航天云网,2.1.1.3,流程开发工具,99,Siemens,2.1,PaaS,1
+13,东方国信,2.1.4.1.1,关系型数据库,81,SAP,2.1.4.1,工业大数据存储,1
+147,拓邦股份,1.1.2,工业控制器,105,Intel,1.1,工业自动化,1
+66,中国联通,1.2.1,网络互联,106,阿里巴巴,1.2,工业互联网网络,1
+60,宇动源,2.1.1.2,低代码开发工具,148,腾讯,2.1.1,开发工具,1
+156,芯禾科技,1.3.1.7,电子设计自动化EDA,29,京东工业品,1.3,工业软件,1
+13,东方国信,2.1.3.4,应用管理服务,99,Siemens,2.1,PaaS,1
+22,航天云网,2.1.3.3,工业引擎服务,99,Siemens,2.1,PaaS,1
+60,宇动源,2.1.1.3,流程开发工具,106,阿里巴巴,2.1.1,开发工具,1
+13,东方国信,2.1.3.3,工业引擎服务,102,Amazon AWS,2,工业互联网平台,1
+63,长扬科技,1.4.2.4,安全隔离与信息交换系统,142,深信服,1.4.2,控制安全,1
+61,元年科技,1.3.3.3,数据采集与监视控制系统SCADA,170,Pseudo1,1,供给,1
+61,元年科技,1.3.3.3,数据采集与监视控制系统SCADA,29,京东工业品,1.3,工业软件,1
+13,东方国信,2.1.3.3,工业引擎服务,98,Microsoft Azure,2,工业互联网平台,1
+13,东方国信,2.1.3.3,工业引擎服务,170,Pseudo1,1,供给,1
 22,航天云网,2.1.3.6,微服务,148,腾讯,2.1.3,工业物联网,1
-22,航天云网,2.1.3.6,微服务,97,General Electric,2.1.3,工业物联网,1
-22,航天云网,2.1.3.7,制造类API,74,HoneyWell,2.1.3,工业物联网,1
-22,航天云网,2.3.1,工业数据接入,155,小米,2.3,边缘层,1
-22,航天云网,2.3.1,工业数据接入,84,Bosch,2.3,边缘层,1
-22,航天云网,2.3.1,工业数据接入,99,Siemens,2.3,边缘层,1
-23,和利时,2.3.3,协议转换,126,华为,2.3,边缘层,1
-23,和利时,2.3.3,协议转换,95,Schneider,2.3,边缘层,1
-153,武汉开目,1.3.1.1,计算机辅助设计CAD,39,Autodesk,1.3.1,设计研发,1
-31,昆仑数据,2.1.4.1.3,实时数据库,79,PTC,2.1.4.1,工业大数据存储,1
-3,艾克斯特,1.3.1.6,产品生命周期管理PLM,39,Autodesk,1.3.1,设计研发,1
-3,艾克斯特,1.3.1.6,产品生命周期管理PLM,85,Dassault,1.3.1,设计研发,1
-3,艾克斯特,1.3.1.6,产品生命周期管理PLM,99,Siemens,1.3.1,设计研发,1
-3,艾克斯特,1.3.4.1,企业资源计划ERP,80,Salesforce,1.3.4,企业运营管理,1
-31,昆仑数据,1.3.3.3,数据采集与监视控制系统SCADA,75,IBM,1.3.3,生产制造,1
-31,昆仑数据,2.1.4.1.1,关系型数据库,81,SAP,2.1.4.1,工业大数据存储,1
-31,昆仑数据,2.1.4.2.1,数据质量管理,79,PTC,2.1.4.2,工业大数据管理,1
-26,寄云科技,2.1.3.7,制造类API,74,HoneyWell,2.1.3,工业物联网,1
-32,兰光创新,1.2.3,数据互通,97,General Electric,1.2,工业互联网网络,1
-33,蓝谷信息,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,1
-33,蓝谷信息,2.1.2.2,业务流程模型,58,用友,2.1.2,工业模型库,1
-33,蓝谷信息,2.1.2.2,业务流程模型,79,PTC,2.1.2,工业模型库,1
-33,蓝谷信息,2.1.2.2,业务流程模型,81,SAP,2.1.2,工业模型库,1
-33,蓝谷信息,2.1.2.3,研发仿真模型,159,徐工集团,2.1.2,工业模型库,1
-3,艾克斯特,1.3.1.4,计算机辅助工艺过程设计CAPP,99,Siemens,1.3.1,设计研发,1
-26,寄云科技,2.1.3.7,制造类API,73,FANUC,2.1.3,工业物联网,1
-119,广联达,1.3.1.1,计算机辅助设计CAD,93,Cadence,1.3.1,设计研发,1
-26,寄云科技,2.1.3.2,平台基础服务,73,FANUC,2.1.3,工业物联网,1
-24,华大电子,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,1
-24,华大电子,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,1
-25,华大九天,1.3.1.7,电子设计自动化EDA,100,Synopsys,1.3.1,设计研发,1
-25,华大九天,1.3.1.7,电子设计自动化EDA,85,Dassault,1.3.1,设计研发,1
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-26,寄云科技,2.1.3.5,容器服务,126,华为,2.1.3,工业物联网,1
-26,寄云科技,2.1.3.5,容器服务,97,General Electric,2.1.3,工业物联网,1
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-26,寄云科技,2.1.3.6,微服务,126,华为,2.1.3,工业物联网,1
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+154,西格数据,2.1.4.1.4,时序数据库,102,Amazon AWS,2.1.4,工业大数据,1
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-22,航天云网,2.1.1.5,数字孪生建模工具,106,阿里巴巴,2.1.1,开发工具,1
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-163,优也科技,2.1.4.1.1,关系型数据库,81,SAP,2.1.4.1,工业大数据存储,1
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-163,优也科技,2.1.4.2.2,数据安全管理,81,SAP,2.1.4.2,工业大数据管理,1
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-164,震坤行,1.3.3.6,运维保障系统MRO,75,IBM,1.3.3,生产制造,1
-164,震坤行,1.3.3.6,运维保障系统MRO,99,Siemens,1.3.3,生产制造,1
-165,智能云科,2.1.2.1,数据算法模型,58,用友,2.1.2,工业模型库,1
-165,智能云科,2.1.2.2,业务流程模型,159,徐工集团,2.1.2,工业模型库,1
-165,智能云科,2.1.2.2,业务流程模型,58,用友,2.1.2,工业模型库,1
-165,智能云科,2.1.2.2,业务流程模型,79,PTC,2.1.2,工业模型库,1
-161,研华科技,2.3.2,边缘数据处理,124,海尔,2.3,边缘层,1
-161,研华科技,2.3.1,工业数据接入,126,华为,2.3,边缘层,1
-22,航天云网,2.1.1.4,组态建模工具,85,Dassault,2.1.1,开发工具,1
-116,概伦电子,1.3.1.7,电子设计自动化EDA,100,Synopsys,1.3.1,设计研发,1
-153,武汉开目,1.3.1.1,计算机辅助设计CAD,85,Dassault,1.3.1,设计研发,1
-153,武汉开目,1.3.1.4,计算机辅助工艺过程设计CAPP,100,Synopsys,1.3.1,设计研发,1
-154,西格数据,2.1.4.1.2,分布式数据库,79,PTC,2.1.4.1,工业大数据存储,1
-154,西格数据,2.1.4.2.2,数据安全管理,81,SAP,2.1.4.2,工业大数据管理,1
-156,芯禾科技,1.3.1.7,电子设计自动化EDA,39,Autodesk,1.3.1,设计研发,1
-156,芯禾科技,1.3.1.7,电子设计自动化EDA,85,Dassault,1.3.1,设计研发,1
-16,东土科技,1.1.3,工业服务器,94,Mitsubishi,1.1,工业自动化,1
-161,研华科技,2.3.1,工业数据接入,124,海尔,2.3,边缘层,1
-16,东土科技,2.3.1,工业数据接入,124,海尔,2.3,边缘层,1
-16,东土科技,2.3.1,工业数据接入,126,华为,2.3,边缘层,1
-16,东土科技,2.3.1,工业数据接入,84,Bosch,2.3,边缘层,1
-16,东土科技,2.3.1,工业数据接入,95,Schneider,2.3,边缘层,1
-16,东土科技,2.3.2,边缘数据处理,84,Bosch,2.3,边缘层,1
-16,东土科技,2.3.2,边缘数据处理,99,Siemens,2.3,边缘层,1
-165,智能云科,2.1.2.2,业务流程模型,84,Bosch,2.1.2,工业模型库,1
-165,智能云科,2.1.2.3,研发仿真模型,79,PTC,2.1.2,工业模型库,1
-165,智能云科,2.1.2.4,行业机理模型,159,徐工集团,2.1.2,工业模型库,1
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+22,航天云网,2.3.2,边缘数据处理,126,华为,2.3,边缘层,1
+159,徐工集团,2.1.2,工业模型库,170,Pseudo1,1,供给,1
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+158,信大捷安,1.4.4.1,身份鉴别与访问控制,170,Pseudo1,1,供给,1
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+22,航天云网,2.1.4.1.4,时序数据库,115,富士康,2.1.4,工业大数据,1
+22,航天云网,2.1.3.2,平台基础服务,99,Siemens,2.1,PaaS,1
+130,金蝶,1.3.4.3,人力资源管理HRM,170,Pseudo1,1,供给,1
+79,PTC,1.3.1.1,计算机辅助设计CAD,29,京东工业品,1.3,工业软件,1
+24,华大电子,1.1.1,工业计算芯片,105,Intel,1.1,工业自动化,1
+117,格创东智,2.1.1.4,组态建模工具,106,阿里巴巴,2.1.1,开发工具,1
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+62,云道智造,2.1.2.1,数据算法模型,79,PTC,2.1.2,工业模型库,1
+135,浪潮,1.3.4.1,企业资源计划ERP,29,京东工业品,1.3,工业软件,1
+117,格创东智,2.1.1.5,数字孪生建模工具,80,Salesforce,2.1.1,开发工具,1
+149,天泽智云,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,1
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+117,格创东智,2.1.4.1.2,分布式数据库,115,富士康,2.1.4,工业大数据,1
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-169,中芯国际,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,1
-18,国能智深,1.3.3.2,分布式控制系统DCS,99,Siemens,1.3.3,生产制造,1
-2,706所,1.1.3,工业服务器,106,阿里巴巴,1.1,工业自动化,1
-2,706所,1.1.3,工业服务器,86,Dell EMC,1.1,工业自动化,1
-20,海基科技,1.3.1.2,计算机辅助工程CAE,100,Synopsys,1.3.1,设计研发,1
-20,海基科技,1.3.1.2,计算机辅助工程CAE,93,Cadence,1.3.1,设计研发,1
-165,智能云科,2.1.2.4,行业机理模型,79,PTC,2.1.2,工业模型库,1
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-22,航天云网,1.2.2,标识解析,106,阿里巴巴,1.2,工业互联网网络,1
-22,航天云网,2.1.1.1,算法建模工具,106,阿里巴巴,2.1.1,开发工具,1
-22,航天云网,2.1.1.1,算法建模工具,85,Dassault,2.1.1,开发工具,1
-22,航天云网,2.1.1.3,流程开发工具,148,腾讯,2.1.1,开发工具,1
-22,航天云网,2.1.1.3,流程开发工具,85,Dassault,2.1.1,开发工具,1
-168,中控技术,2.3.3,协议转换,99,Siemens,2.3,边缘层,1
-168,中控技术,2.3.3,协议转换,84,Bosch,2.3,边缘层,1
-168,中控技术,2.3.3,协议转换,124,海尔,2.3,边缘层,1
+135,浪潮,1.1.3,工业服务器,126,华为,1.1,工业自动化,1
+169,中芯国际,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,1
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+117,格创东智,2.1.4.1.4,时序数据库,81,SAP,2.1.4.1,工业大数据存储,1
+26,寄云科技,2.1.3.2,平台基础服务,99,Siemens,2.1,PaaS,1
+148,腾讯,2.2,IaaS,98,Microsoft Azure,2,工业互联网平台,1
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-168,中控技术,2.3.2,边缘数据处理,155,小米,2.3,边缘层,1
-168,中控技术,2.3.2,边缘数据处理,124,海尔,2.3,边缘层,1
-168,中控技术,2.3.1,工业数据接入,99,Siemens,2.3,边缘层,1
-168,中控技术,2.3.1,工业数据接入,84,Bosch,2.3,边缘层,1
-168,中控技术,2.3.1,工业数据接入,155,小米,2.3,边缘层,1
-168,中控技术,1.3.3.2,分布式控制系统DCS,97,General Electric,1.3.3,生产制造,1
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-168,中控技术,1.1.2,工业控制器,86,Dell EMC,1.1,工业自动化,1
-168,中控技术,1.1.2,工业控制器,105,Intel,1.1,工业自动化,1
-167,中环股份,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,1
-166,中国电子科技网络信息安全,1.2.3,数据互通,106,阿里巴巴,1.2,工业互联网网络,1
-165,智能云科,2.1.2.4,行业机理模型,81,SAP,2.1.2,工业模型库,1
-22,航天云网,2.3.3,协议转换,84,Bosch,2.3,边缘层,1
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+168,中控技术,2.3.1,工业数据接入,124,海尔,2.3,边缘层,1
+47,首自信,2.1.2.3,研发仿真模型,99,Siemens,2.1,PaaS,1
+135,浪潮,2.1.3.3,工业引擎服务,170,Pseudo1,1,供给,1
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+135,浪潮,2.1.3.3,工业引擎服务,102,Amazon AWS,2,工业互联网平台,1
+135,浪潮,2.1.3.2,平台基础服务,99,Siemens,2.1,PaaS,1
+117,格创东智,2.1.1.1,算法建模工具,99,Siemens,2.1,PaaS,1
+26,寄云科技,2.1.3.6,微服务,97,General Electric,2.1.3,工业物联网,1
+79,PTC,2.3.1,工业数据接入,102,Amazon AWS,2,工业互联网平台,1
+49,数码大方,1.3.1.1,计算机辅助设计CAD,85,Dassault,1.3.1,设计研发,1
+168,中控技术,2.3.2,边缘数据处理,98,Microsoft Azure,2,工业互联网平台,1
+49,数码大方,1.3.1.6,产品生命周期管理PLM,100,Synopsys,1.3.1,设计研发,1
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+124,海尔,2.3,边缘层,102,Amazon AWS,2,工业互联网平台,1
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+131,九物互联,2.1.1.1,算法建模工具,170,Pseudo1,1,供给,1
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+133,蓝盾股份,1.4.4.1,身份鉴别与访问控制,126,华为,1.4,工业互联网安全,1
+79,PTC,2.1.3.3,工业引擎服务,99,Siemens,2.1,PaaS,1
+12,大唐软件,1.2.1,网络互联,67,中国移动,1.2,工业互联网网络,1
+132,科远智慧,1.3.3.2,分布式控制系统DCS,75,IBM,1.3.3,生产制造,1
+131,九物互联,2.1.1.5,数字孪生建模工具,85,Dassault,2.1.1,开发工具,1
+20,海基科技,1.3.1.2,计算机辅助工程CAE,100,Synopsys,1.3.1,设计研发,1
+26,寄云科技,2.1.3.1,物联网服务,74,HoneyWell,2.1.3,工业物联网,1
+26,寄云科技,2.1.3.2,平台基础服务,106,阿里巴巴,2.1.3,工业物联网,1
+131,九物互联,2.1.1.3,流程开发工具,99,Siemens,2.1,PaaS,1
+121,广州智臣,1.4.2.4,安全隔离与信息交换系统,126,华为,1.4,工业互联网安全,1
+20,海基科技,1.3.1.2,计算机辅助工程CAE,106,阿里巴巴,1.3,工业软件,1
+26,寄云科技,2.1.3.1,物联网服务,99,Siemens,2.1,PaaS,1
+131,九物互联,2.1.1.3,流程开发工具,98,Microsoft Azure,2,工业互联网平台,1
+161,研华科技,2.3.3,协议转换,99,Siemens,2.3,边缘层,1
diff --git a/analysis/count_dcp_network.png b/analysis/count_dcp_network.png
new file mode 100644
index 0000000..34d9da0
Binary files /dev/null and b/analysis/count_dcp_network.png differ
diff --git a/analysis/count_dcp_prod.csv b/analysis/count_dcp_prod.csv
index ab522b0..7141eaa 100644
--- a/analysis/count_dcp_prod.csv
+++ b/analysis/count_dcp_prod.csv
@@ -1,98 +1,250 @@
 up_id_product,up_name_product,down_id_product,down_name_product,count
-1.4,工业互联网安全,1,供给,118
-1.4.3,网络安全,1.4,工业互联网安全,96
-1.4.5,数据安全,1.4,工业互联网安全,92
-1.4.2,控制安全,1.4,工业互联网安全,92
-2.1,PaaS,2,工业互联网平台,77
-1.4.4.5,安全态势感知,1.4.4,平台安全,76
-1.3.2.1,供应链管理SCM,1.3.2,采购供应,76
-1.3.2,采购供应,1.3,工业软件,74
-1.3.5,仓储物流,1.3,工业软件,72
-1.1.1,工业计算芯片,1.1,工业自动化,67
-1.4.5.8,数据加密,1.4.5,数据安全,50
-1.4.5.1,恶意代码检测系统,1.4.5,数据安全,50
-1.4.3.6,沙箱类设备,1.4.3,网络安全,50
-1.4.2.7,工控原生安全,1.4.2,控制安全,50
-1.4.2.3,工控漏洞扫描,1.4.2,控制安全,50
-1.4.1,设备安全,1.4,工业互联网安全,50
+1.4,工业互联网安全,1,供给,977
+1.3,工业软件,1,供给,370
+1.4.5,数据安全,1.4,工业互联网安全,313
+1.4.5,数据安全,1,供给,287
+1.3.2,采购供应,1.3,工业软件,262
+2.1.3.5,容器服务,2.1.3,工业物联网,244
+2.1.3.3,工业引擎服务,2.1.3,工业物联网,244
+2.1.3.1,物联网服务,2.1.3,工业物联网,243
+2.1.3.7,制造类API,2.1.3,工业物联网,241
+2.1.3.4,应用管理服务,2.1.3,工业物联网,240
+2.1.3.6,微服务,2.1.3,工业物联网,239
+2.1.3.2,平台基础服务,2.1.3,工业物联网,236
+1.4.3,网络安全,1.4,工业互联网安全,232
+1.4.2,控制安全,1.4,工业互联网安全,227
+1.4.3,网络安全,1,供给,224
+2,工业互联网平台,1,供给,224
+1.4.4,平台安全,1.4,工业互联网安全,216
+1.4.2,控制安全,1,供给,215
+2.3.2,边缘数据处理,2.3,边缘层,205
+2.1,PaaS,2,工业互联网平台,204
+2.3.3,协议转换,2.3,边缘层,203
+2.3.1,工业数据接入,2.3,边缘层,200
+1.4.4,平台安全,1,供给,182
+1.3.1.4,计算机辅助工艺过程设计CAPP,1.3.1,设计研发,173
+2.1.2.4,行业机理模型,2.1.2,工业模型库,169
+2.1.2.2,业务流程模型,2.1.2,工业模型库,167
+1.3.1.5,产品数据管理PDM,1.3.1,设计研发,167
+1.3.1.3,计算机辅助制造CAM,1.3.1,设计研发,165
+2.1.2.3,研发仿真模型,2.1.2,工业模型库,165
+1.3.1.6,产品生命周期管理PLM,1.3.1,设计研发,163
+2.1.2.1,数据算法模型,2.1.2,工业模型库,162
+1.3.1.7,电子设计自动化EDA,1.3.1,设计研发,161
+1.3.1.1,计算机辅助设计CAD,1.3.1,设计研发,153
+1.3.5,仓储物流,1.3,工业软件,148
+1.3.1.2,计算机辅助工程CAE,1.3.1,设计研发,145
+1.3.4,企业运营管理,1.3,工业软件,144
+1.3.3,生产制造,1.3,工业软件,144
+2.1.1.1,算法建模工具,2.1.1,开发工具,140
+2.1.1.4,组态建模工具,2.1.1,开发工具,134
+2.1.1.2,低代码开发工具,2.1.1,开发工具,130
+1.1.3,工业服务器,1.1,工业自动化,130
+1.3.1,设计研发,1.3,工业软件,128
+2.1.1.3,流程开发工具,2.1.1,开发工具,128
+1.1.2,工业控制器,1.1,工业自动化,128
+1.2.2,标识解析,1.2,工业互联网网络,125
+1.3.2,采购供应,1,供给,118
+2.1.1.5,数字孪生建模工具,2.1.1,开发工具,118
+2.1.4.1,工业大数据存储,2.1.4,工业大数据,113
+1.4.4.5,安全态势感知,1.4.4,平台安全,100
+1.3.2.1,供应链管理SCM,1.3.2,采购供应,100
+2.1.4.2,工业大数据管理,2.1.4,工业大数据,100
+1.3.2.1,供应链管理SCM,1.3,工业软件,100
+1.3.4.2,客户关系管理CRM,1.3.4,企业运营管理,97
+1.3.4.1,企业资源计划ERP,1.3.4,企业运营管理,97
+2.1.3,工业物联网,2.1,PaaS,95
+1.3.4.3,人力资源管理HRM,1.3.4,企业运营管理,94
+2.1,PaaS,1,供给,93
+2.1.4,工业大数据,2,工业互联网平台,92
+1.4.1,设备安全,1.4,工业互联网安全,91
+1.3.3.7,故障预测与健康管理PHM,1.3.3,生产制造,90
+1.2.3,数据互通,1.2,工业互联网网络,90
+1.3.3.4,可编程逻揖控制系统PLC,1.3.3,生产制造,89
+1.3.3.5,企业资产管理系统EAM,1.3.3,生产制造,84
+1.4.1,设备安全,1,供给,80
+2.1.4,工业大数据,2.1,PaaS,79
+2.3,边缘层,2,工业互联网平台,75
+1.3.3.1,制造执行系统MES,1.3.3,生产制造,75
+1.3.3.3,数据采集与监视控制系统SCADA,1.3.3,生产制造,74
+1.3.5,仓储物流,1,供给,73
+2.1.4.1.2,分布式数据库,2.1.4.1,工业大数据存储,67
+2.1.4.1.4,时序数据库,2.1.4.1,工业大数据存储,65
+2.1.4.1.1,关系型数据库,2.1.4.1,工业大数据存储,64
+1.4.4.3,接入认证,1.4.4,平台安全,62
+1.4.4.2,密钥管理,1.4.4,平台安全,62
+1.4.4.4,工业应用行为监控,1.4.4,平台安全,62
+2.1.4.2.2,数据安全管理,2.1.4.2,工业大数据管理,61
+2.1.4.1.3,实时数据库,2.1.4.1,工业大数据存储,61
+2.1.4.2.1,数据质量管理,2.1.4.2,工业大数据管理,61
+1.3.3.6,运维保障系统MRO,1.3.3,生产制造,56
+1.2.1,网络互联,1.2,工业互联网网络,55
+1.4.3.2,流量检测,1.4,工业互联网安全,50
 1.4.3.2,流量检测,1.4.3,网络安全,50
-2.3.3,协议转换,2.3,边缘层,37
-1.3.2.1,供应链管理SCM,1.3,工业软件,37
-2.3.1,工业数据接入,2.3,边缘层,33
-2.1.3.6,微服务,2.1.3,工业物联网,33
-2.3.2,边缘数据处理,2.3,边缘层,30
-2.1.3.4,应用管理服务,2.1.3,工业物联网,30
-2.1.2.4,行业机理模型,2.1.2,工业模型库,30
-2.1.2.2,业务流程模型,2.1.2,工业模型库,28
-2.1.3.7,制造类API,2.1.3,工业物联网,28
-1.3.1.1,计算机辅助设计CAD,1.3.1,设计研发,28
-2.1.2.1,数据算法模型,2.1.2,工业模型库,27
-1.3.1.2,计算机辅助工程CAE,1.3.1,设计研发,26
-2.1.3.1,物联网服务,2.1.3,工业物联网,25
-1.1.2,工业控制器,1.1,工业自动化,24
-2.1.3.5,容器服务,2.1.3,工业物联网,24
-1.4.3.6,沙箱类设备,1.4,工业互联网安全,23
-2.1.1.2,低代码开发工具,2.1.1,开发工具,23
-1.1.3,工业服务器,1.1,工业自动化,23
-1.4.3.2,流量检测,1.4,工业互联网安全,23
-2.1.3.3,工业引擎服务,2.1.3,工业物联网,23
-1.4.5.1,恶意代码检测系统,1.4,工业互联网安全,21
-1.4.5.8,数据加密,1.4,工业互联网安全,21
-1.4.2.3,工控漏洞扫描,1.4,工业互联网安全,21
-2.1.3.2,平台基础服务,2.1.3,工业物联网,21
-1.4.2.7,工控原生安全,1.4,工业互联网安全,21
-1.4.3,网络安全,1,供给,21
-1.3.1.4,计算机辅助工艺过程设计CAPP,1.3.1,设计研发,20
-1.4.5,数据安全,1,供给,19
-1.4.2,控制安全,1,供给,19
-2.1.2.3,研发仿真模型,2.1.2,工业模型库,18
-2.1.1.5,数字孪生建模工具,2.1.1,开发工具,18
-1.3.1.6,产品生命周期管理PLM,1.3.1,设计研发,18
-1.2.3,数据互通,1.2,工业互联网网络,17
-2.1.1.1,算法建模工具,2.1.1,开发工具,15
-2.1.1.4,组态建模工具,2.1.1,开发工具,14
-1.3.3.2,分布式控制系统DCS,1.3.3,生产制造,14
-1.2.2,标识解析,1.2,工业互联网网络,13
-1.2.1,网络互联,1.2,工业互联网网络,13
-2.1.1.3,流程开发工具,2.1.1,开发工具,12
-1.3.1.7,电子设计自动化EDA,1.3.1,设计研发,12
-1.3.3.3,数据采集与监视控制系统SCADA,1.3.3,生产制造,11
-2,工业互联网平台,1,供给,10
-1.3.3.6,运维保障系统MRO,1.3.3,生产制造,10
-1.3.3.1,制造执行系统MES,1.3.3,生产制造,10
-1.4.4,平台安全,1.4,工业互联网安全,10
-1.4.1,设备安全,1,供给,9
-1.3.1,设计研发,1.3,工业软件,8
-1.3.3.4,可编程逻揖控制系统PLC,1.3.3,生产制造,7
-1.3.4.1,企业资源计划ERP,1.3.4,企业运营管理,6
-1.3.3.5,企业资产管理系统EAM,1.3.3,生产制造,6
-1.4.3.6,沙箱类设备,1,供给,6
-1.4.3.2,流量检测,1,供给,6
-1.4.5.1,恶意代码检测系统,1,供给,5
-1.4.4.5,安全态势感知,1.4,工业互联网安全,5
-2.1,PaaS,1,供给,5
-1.4.2.7,工控原生安全,1,供给,5
-1.3.1.5,产品数据管理PDM,1.3.1,设计研发,5
-1.4.5.8,数据加密,1,供给,5
-1.4.2.3,工控漏洞扫描,1,供给,5
-2.1.4.2.2,数据安全管理,2.1.4.2,工业大数据管理,5
-2.1.4.2.1,数据质量管理,2.1.4.2,工业大数据管理,5
-1.3,工业软件,1,供给,4
-2.1.4.1.4,时序数据库,2.1.4.1,工业大数据存储,4
-2.3,边缘层,2,工业互联网平台,3
-2.2,IaaS,2,工业互联网平台,3
-2.1.4.1.1,关系型数据库,2.1.4.1,工业大数据存储,3
-2.1.4.1.2,分布式数据库,2.1.4.1,工业大数据存储,3
-2.1.4.1.3,实时数据库,2.1.4.1,工业大数据存储,3
-2.1.4.2,工业大数据管理,2.1.4,工业大数据,3
-1.3.1.3,计算机辅助制造CAM,1.3.1,设计研发,2
-1.3.2,采购供应,1,供给,2
-1.3.3,生产制造,1.3,工业软件,1
+1.4.3.2,流量检测,1,供给,50
+1.4.3.6,沙箱类设备,1,供给,50
+1.4.2.7,工控原生安全,1,供给,50
+1.4.2.7,工控原生安全,1.4.2,控制安全,50
+1.4.5.8,数据加密,1.4,工业互联网安全,50
+1.4.3.6,沙箱类设备,1.4.3,网络安全,50
+1.4.5.8,数据加密,1,供给,50
+1.4.4.5,安全态势感知,1,供给,50
+1.4.4.5,安全态势感知,1.4,工业互联网安全,50
+1.4.5.1,恶意代码检测系统,1,供给,50
+1.4.5.1,恶意代码检测系统,1.4,工业互联网安全,50
+1.4.5.1,恶意代码检测系统,1.4.5,数据安全,50
+1.4.5.8,数据加密,1.4.5,数据安全,50
+1.4.2.7,工控原生安全,1.4,工业互联网安全,50
+1.4.3.6,沙箱类设备,1.4,工业互联网安全,50
+1.3.2.1,供应链管理SCM,1,供给,50
+1.4.2.3,工控漏洞扫描,1.4.2,控制安全,50
+1.4.2.3,工控漏洞扫描,1.4,工业互联网安全,50
+1.4.2.3,工控漏洞扫描,1,供给,50
+1.4.4.1,身份鉴别与访问控制,1.4.4,平台安全,49
+1.3.5.1,仓储物流管理WMS,1.3,工业软件,48
+2.1.1,开发工具,2.1,PaaS,45
+2.1.4,工业大数据,1,供给,40
+1.2,工业互联网网络,1,供给,38
+2.1.2,工业模型库,2.1,PaaS,38
+1.1,工业自动化,1,供给,37
+1.3.3.2,分布式控制系统DCS,1.3.3,生产制造,37
+1.4.1.4,入侵检测系统,1.4.1,设备安全,36
+1.4.5.9,数据防火墙,1.4.5,数据安全,36
+1.4.5.7,数据恢复,1.4.5,数据安全,36
+1.3.5.1,仓储物流管理WMS,1.3.5,仓储物流,36
+1.4.5.6,数据容灾备份,1.4.5,数据安全,36
+1.4.5.5,敏感数据发现与监控,1.4.5,数据安全,36
+1.4.1.2,下一代防火墙,1.4.1,设备安全,36
+1.4.5.4,数据脱敏,1.4.5,数据安全,36
+1.4.5.3,数据审计系统,1.4.5,数据安全,36
+1.4.1.5,统一威胁管理系统,1.4.1,设备安全,36
+1.4.3.5,负载均衡,1.4.3,网络安全,36
+1.4.3.4,攻击溯源,1.4.3,网络安全,36
+1.4.2.2,工控主机卫士,1.4.2,控制安全,36
+1.4.2.5,安全日志与审计,1.4.2,控制安全,36
+1.4.2.6,隐私计算,1.4.2,控制安全,36
+1.4.3.1,网络漏洞扫描和补丁管理,1.4.3,网络安全,36
+1.4.5.2,数据防泄漏系统,1.4.5,数据安全,36
+1.1.1,工业计算芯片,1.1,工业自动化,35
+1.3.3,生产制造,1,供给,30
+1.4.3.3,APT检测,1.4.3,网络安全,29
+1.3.3.7,故障预测与健康管理PHM,1.3,工业软件,28
+2.1.4.2,工业大数据管理,2,工业互联网平台,28
+2.2,IaaS,2,工业互联网平台,27
+1.3.4.2,客户关系管理CRM,1.3,工业软件,26
+1.4.2.5,安全日志与审计,1.4,工业互联网安全,26
+1.4.2.2,工控主机卫士,1.4,工业互联网安全,26
+2.1.1,开发工具,2,工业互联网平台,26
+1.4.5.7,数据恢复,1.4,工业互联网安全,26
+1.4.5.5,敏感数据发现与监控,1.4,工业互联网安全,25
+1.4.3.1,网络漏洞扫描和补丁管理,1.4,工业互联网安全,25
+1.4.5.6,数据容灾备份,1.4,工业互联网安全,25
+1.4.2.6,隐私计算,1.4,工业互联网安全,24
+1.4.3.1,网络漏洞扫描和补丁管理,1,供给,24
+1.4.3.4,攻击溯源,1.4,工业互联网安全,24
+1.4.5.9,数据防火墙,1.4,工业互联网安全,24
+1.3.4,企业运营管理,1,供给,23
+1.4.5.4,数据脱敏,1.4,工业互联网安全,23
+1.4.5.2,数据防泄漏系统,1.4,工业互联网安全,23
+1.3.5.1,仓储物流管理WMS,1,供给,23
+1.4.2.5,安全日志与审计,1,供给,23
+1.4.3.5,负载均衡,1.4,工业互联网安全,23
+1.4.3.4,攻击溯源,1,供给,22
+1.4.5.7,数据恢复,1,供给,22
+1.4.2.2,工控主机卫士,1,供给,22
+1.4.5.6,数据容灾备份,1,供给,21
+1.4.4.3,接入认证,1.4,工业互联网安全,21
+1.4.4.4,工业应用行为监控,1.4,工业互联网安全,21
+1.4.3.5,负载均衡,1,供给,20
+1.4.5.9,数据防火墙,1,供给,20
+1.4.5.5,敏感数据发现与监控,1,供给,20
+1.4.2.6,隐私计算,1,供给,20
+1.4.5.2,数据防泄漏系统,1,供给,19
+1.4.5.4,数据脱敏,1,供给,19
+1.4.1.1,工业防火墙,1.4.1,设备安全,19
+2.1.4.1,工业大数据存储,2,工业互联网平台,18
+1.4.5.3,数据审计系统,1.4,工业互联网安全,17
+1.4.4.2,密钥管理,1.4,工业互联网安全,17
+1.3.4.3,人力资源管理HRM,1.3,工业软件,17
+1.4.5.3,数据审计系统,1,供给,16
+2.1.4.2,工业大数据管理,2.1,PaaS,16
+1.4.1.3,防毒墙,1.4.1,设备安全,15
+1.4.4.4,工业应用行为监控,1,供给,15
+1.4.4.3,接入认证,1,供给,15
+1.4.2.4,安全隔离与信息交换系统,1.4.2,控制安全,15
+1.4.1.5,统一威胁管理系统,1.4,工业互联网安全,14
+1.4.1.2,下一代防火墙,1.4,工业互联网安全,13
+2.1.1,开发工具,1,供给,13
+1.4.1.4,入侵检测系统,1.4,工业互联网安全,12
+2.1.4.1,工业大数据存储,2.1,PaaS,12
+1.4.4.2,密钥管理,1,供给,12
+1.3.1.5,产品数据管理PDM,1.3,工业软件,12
+2.1.4.2,工业大数据管理,1,供给,12
+1.4.1.5,统一威胁管理系统,1,供给,11
+1.3.1,设计研发,1,供给,11
+1.3.3.7,故障预测与健康管理PHM,1,供给,11
+1.4.3.3,APT检测,1.4,工业互联网安全,10
+1.3.4.1,企业资源计划ERP,1.3,工业软件,10
+1.4.4.1,身份鉴别与访问控制,1.4,工业互联网安全,10
+1.4.1.2,下一代防火墙,1,供给,9
+1.4.1.4,入侵检测系统,1,供给,9
+1.3.3.5,企业资产管理系统EAM,1.3,工业软件,9
+2.1.3.1,物联网服务,2.1,PaaS,9
+2.1.4.1,工业大数据存储,1,供给,8
+2.1.3,工业物联网,2,工业互联网平台,8
+2.1.2,工业模型库,2,工业互联网平台,8
+1.4.3.3,APT检测,1,供给,8
+1.4.2.1,工控安全监测与审计,1.4.2,控制安全,7
+2.1.3.3,工业引擎服务,2.1,PaaS,7
+2.1.3.4,应用管理服务,2.1,PaaS,6
+1.3.1.6,产品生命周期管理PLM,1.3,工业软件,6
+1.3.3.3,数据采集与监视控制系统SCADA,1.3,工业软件,6
+2.1.4.1.4,时序数据库,2.1.4,工业大数据,6
+1.4.4.1,身份鉴别与访问控制,1,供给,6
+1.3.1.4,计算机辅助工艺过程设计CAPP,1.3,工业软件,5
+1.3.1.7,电子设计自动化EDA,1.3,工业软件,5
+1.3.4.2,客户关系管理CRM,1,供给,5
+1.3.3.4,可编程逻揖控制系统PLC,1.3,工业软件,4
+1.3.1.3,计算机辅助制造CAM,1.3,工业软件,4
+1.3.3.6,运维保障系统MRO,1.3,工业软件,4
+2.1.3.3,工业引擎服务,2,工业互联网平台,4
+2.1.3.7,制造类API,2.1,PaaS,4
+2.1.4.1.1,关系型数据库,2.1.4,工业大数据,3
+2.3.1,工业数据接入,2,工业互联网平台,3
+1.3.1.2,计算机辅助工程CAE,1.3,工业软件,3
+2.1.4.1.2,分布式数据库,2.1.4,工业大数据,3
+2.1.3,工业物联网,1,供给,3
+2.1.1.3,流程开发工具,2.1,PaaS,3
+1.3.3.1,制造执行系统MES,1.3,工业软件,3
+2.1.3.2,平台基础服务,2.1,PaaS,3
+1.3.1.4,计算机辅助工艺过程设计CAPP,1,供给,2
+1.2.2,标识解析,1,供给,2
+2.3,边缘层,1,供给,2
+2.1.1.1,算法建模工具,2,工业互联网平台,2
+1.3.1.1,计算机辅助设计CAD,1.3,工业软件,2
+2.1.1.1,算法建模工具,2.1,PaaS,2
+2.1.1.3,流程开发工具,2,工业互联网平台,2
+2.1.3.5,容器服务,2.1,PaaS,2
+1.3.4.1,企业资源计划ERP,1,供给,2
+1.3.4.3,人力资源管理HRM,1,供给,2
+1.3.3.5,企业资产管理系统EAM,1,供给,2
+2.1.2,工业模型库,1,供给,2
+2.1.3.3,工业引擎服务,1,供给,2
+1.3.3.3,数据采集与监视控制系统SCADA,1,供给,2
+1.4.1.1,工业防火墙,1.4,工业互联网安全,1
 2.3.3,协议转换,2,工业互联网平台,1
-1.3.4.3,人力资源管理HRM,1.3.4,企业运营管理,1
-2.1.4.1,工业大数据存储,2.1.4,工业大数据,1
-1.3.3.7,故障预测与健康管理PHM,1.3.3,生产制造,1
-1.3.4,企业运营管理,1.3,工业软件,1
-1.3.5,仓储物流,1,供给,1
-1.4.4.1,身份鉴别与访问控制,1.4.4,平台安全,1
-1.3.2.1,供应链管理SCM,1,供给,1
+1.1.3,工业服务器,1,供给,1
+2.3.2,边缘数据处理,2,工业互联网平台,1
+1.4.1.3,防毒墙,1,供给,1
+1.4.1.3,防毒墙,1.4,工业互联网安全,1
+2.1.1.1,算法建模工具,1,供给,1
+2.1.1.4,组态建模工具,2.1,PaaS,1
+2.1.4.1.2,分布式数据库,2.1,PaaS,1
+1.3.1.2,计算机辅助工程CAE,1,供给,1
+2.1.2.3,研发仿真模型,2.1,PaaS,1
+1.4.2.4,安全隔离与信息交换系统,1.4,工业互联网安全,1
+2.1.1.3,流程开发工具,1,供给,1
+1.3.1.5,产品数据管理PDM,1,供给,1
+2.1.2.2,业务流程模型,2.1,PaaS,1
+2.1.4.1.3,实时数据库,2.1.4,工业大数据,1
+2.1.3.6,微服务,2.1,PaaS,1
diff --git a/analysis/count_dcp_prod_network.png b/analysis/count_dcp_prod_network.png
new file mode 100644
index 0000000..1b4f3b4
Binary files /dev/null and b/analysis/count_dcp_prod_network.png differ
diff --git a/analysis/count_firm.csv b/analysis/count_firm.csv
index 1caf1b0..078b9ed 100644
--- a/analysis/count_firm.csv
+++ b/analysis/count_firm.csv
@@ -1,144 +1,172 @@
 id_firm,Name,count
-126,华为,468
-142,深信服,300
-41,启明星辰,200
-53,天融信,150
-106,阿里巴巴,146
-170,Pseudo1,125
-99,Siemens,120
-79,PTC,117
-130,金蝶,91
-13,东方国信,80
-135,浪潮,73
-23,和利时,71
-58,用友,62
-97,General Electric,54
-29,京东工业品,52
-63,长扬科技,50
-85,Dassault,50
-157,新华三,50
-140,山石网科,50
-148,腾讯,49
-102,Amazon AWS,47
-22,航天云网,46
-40,奇安信,39
-0,360科技,38
-98,Microsoft Azure,38
-84,Bosch,35
-81,SAP,35
-74,HoneyWell,32
-100,Synopsys,29
-86,Dell EMC,28
-80,Salesforce,28
-108,百度,25
-105,Intel,25
-49,数码大方,24
-47,首自信,24
-95,Schneider,22
-39,Autodesk,21
-168,中控技术,20
-6,安世亚太,20
-16,东土科技,20
-94,Mitsubishi,19
-75,IBM,19
-73,FANUC,18
-124,海尔,18
-117,格创东智,17
-26,寄云科技,17
-155,小米,17
-159,徐工集团,16
-57,亚控科技,13
-149,天泽智云,13
-93,Cadence,13
-62,云道智造,13
-82,Uptake,12
-78,OutSystems,12
-161,研华科技,12
-60,宇动源,11
-165,智能云科,11
-33,蓝谷信息,10
-42,山大华天,10
-67,中国移动,10
-131,九物互联,10
-38,牛刀,10
-103,STMicroelectronics ,9
-144,树根互联,9
-56,芯愿景,8
-143,沈阳自动化研究所,8
-127,华为海思,8
-153,武汉开目,8
-3,艾克斯特,7
-45,石化盈科,7
-68,中望软件,7
-31,昆仑数据,6
-46,适创科技,6
-111,鼎捷软件,6
-89,Rockwell,6
-150,唯捷创芯,6
-169,中芯国际,6
-69,紫光集团,5
-113,飞腾信息,5
-167,中环股份,5
-129,华中数控,5
-43,神舟软件,5
-71,Altair,4
+126,华为,1587
+170,Pseudo1,1409
+106,阿里巴巴,860
+99,Siemens,788
+79,PTC,784
+142,深信服,569
+41,启明星辰,535
+81,SAP,507
+97,General Electric,493
+22,航天云网,452
+148,腾讯,435
+85,Dassault,411
+29,京东工业品,367
+13,东方国信,362
+58,用友,348
+84,Bosch,337
+53,天融信,317
+135,浪潮,311
+80,Salesforce,283
+108,百度,260
+73,FANUC,256
+39,Autodesk,254
+100,Synopsys,244
+102,Amazon AWS,235
+130,金蝶,232
+74,HoneyWell,232
+93,Cadence,221
+75,IBM,203
+0,360科技,203
+40,奇安信,197
+157,新华三,192
+23,和利时,186
+47,首自信,182
+26,寄云科技,180
+98,Microsoft Azure,173
+77,Oracle,136
+49,数码大方,136
+159,徐工集团,130
+95,Schneider,127
+140,山石网科,120
+155,小米,120
+115,富士康,114
+124,海尔,108
+168,中控技术,106
+45,石化盈科,106
+37,绿盟,101
+117,格创东智,91
+6,安世亚太,89
+67,中国移动,84
+3,艾克斯特,83
+143,沈阳自动化研究所,79
+78,OutSystems,76
+38,牛刀,75
+62,云道智造,74
+42,山大华天,73
+16,东土科技,72
+60,宇动源,71
+86,Dell EMC,71
+57,亚控科技,70
+165,智能云科,70
+105,Intel,68
+5,安华金和,67
+161,研华科技,67
+33,蓝谷信息,67
+144,树根互联,65
+149,天泽智云,64
+68,中望软件,64
+55,威努特,63
+94,Mitsubishi,62
+82,Uptake,61
+131,九物互联,59
+31,昆仑数据,56
+63,长扬科技,54
+43,神舟软件,53
+111,鼎捷软件,52
+137,美林数据,51
+154,西格数据,43
+14,东华软件,41
+153,武汉开目,40
+163,优也科技,38
+162,壹进制,36
+9,北京航天测控,35
+50,索为系统,31
+21,Hexagon,31
+89,Rockwell,30
+76,MasterCAM,29
+54,网御星云,29
+56,芯愿景,29
+138,启明信息,29
+11,北信源,28
+90,Mentor Graphics,28
+27,江南天安,28
+112,东华测试,26
+72,ANSYS,26
+156,芯禾科技,26
+88,HPE,26
+145,思普软件,25
+116,概伦电子,24
+70,ABB,24
+129,华中数控,24
+25,华大九天,24
+139,容知日新,23
+48,曙光信息,22
+134,朗坤智慧,21
+92,Omron,20
+10,北京英贝思,20
+15,东软集团,20
+71,Altair,19
+146,苏州浩辰,19
+119,广联达,19
+20,海基科技,19
+4,爱创科技,19
+59,优特捷,18
+46,适创科技,18
+151,唯智信息,18
+30,可信华泰,18
+133,蓝盾股份,18
+114,富勒科技,18
+96,Cisco,18
+52,天空卫士,18
+122,国民技术,18
+147,拓邦股份,18
+110,晨科软件,17
+1,51WORLD,17
+152,卫士通,17
+128,华伍股份,16
+34,力控科技,16
+61,元年科技,15
+64,中电智科,15
+120,广州数控,15
+166,中国电子科技网络信息安全,14
+107,安恒信息,14
+158,信大捷安,14
+127,华为海思,13
+109,宝信软件,13
+2,706所,13
+32,兰光创新,13
+123,海得控制,13
+164,震坤行,12
+118,工邦邦,12
+125,华数机器人,11
+35,凌昊智能,9
+66,中国联通,8
+8,梆梆安全,8
+91,Moxa,8
+7,百望,7
+12,大唐软件,7
+136,美的,7
+65,中国电信,7
+160,亚信科技,7
+28,金山云,7
+17,国保金泰,6
+121,广州智臣,6
+83,Emerson,6
+44,圣邦微电子,5
+150,唯捷创芯,5
+132,科远智慧,5
+18,国能智深,5
+141,上海新华控制,4
+69,紫光集团,4
 104,Infineon,4
-77,Oracle,4
-123,海得控制,4
-145,思普软件,4
-35,凌昊智能,4
-163,优也科技,4
-24,华大电子,4
-32,兰光创新,4
-115,富士康,4
-147,拓邦股份,4
-9,北京航天测控,3
-88,HPE,3
-87,Texas Instruments,3
-120,广州数控,3
-12,大唐软件,3
-64,中电智科,3
-90,Mentor Graphics,3
-101,Analog Devices,3
-116,概伦电子,3
-166,中国电子科技网络信息安全,3
-119,广联达,3
-70,ABB,3
-20,海基科技,3
-65,中国电信,3
-72,ANSYS,3
-4,爱创科技,3
-36,龙芯中科,3
-44,圣邦微电子,3
-146,苏州浩辰,3
-14,东华软件,3
-83,Emerson,2
-138,启明信息,2
-10,北京英贝思,2
-128,华伍股份,2
-15,东软集团,2
-154,西格数据,2
-156,芯禾科技,2
-48,曙光信息,2
-50,索为系统,2
-141,上海新华控制,2
-61,元年科技,2
-164,震坤行,2
-2,706所,2
-134,朗坤智慧,2
-137,美林数据,2
-25,华大九天,2
-34,力控科技,2
-132,科远智慧,1
-92,Omron,1
-21,Hexagon,1
-96,Cisco,1
-18,国能智深,1
-118,工邦邦,1
-91,Moxa,1
-125,华数机器人,1
-133,蓝盾股份,1
-109,宝信软件,1
-139,容知日新,1
-66,中国联通,1
-1,51WORLD,1
+19,国泰网信,3
+51,天地和兴,3
+169,中芯国际,3
+87,Texas Instruments,2
+24,华大电子,2
+103,STMicroelectronics ,2
+101,Analog Devices,2
+113,飞腾信息,2
+167,中环股份,2
+36,龙芯中科,1
diff --git a/analysis/count_firm_prod.csv b/analysis/count_firm_prod.csv
index b3ab1fd..df342b0 100644
--- a/analysis/count_firm_prod.csv
+++ b/analysis/count_firm_prod.csv
@@ -1,358 +1,473 @@
 id_firm,name_firm,id_product,name_product,count
-126,华为,1.4,工业互联网安全,385
-142,深信服,1.4.3,网络安全,150
-41,启明星辰,1.4.5,数据安全,150
-142,深信服,1.4.2,控制安全,150
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-53,天融信,1.4.2.3,工控漏洞扫描,50
-41,启明星辰,1.4.3.2,流量检测,50
-23,和利时,1.4.2.7,工控原生安全,50
-63,长扬科技,1.4.4.5,安全态势感知,50
-157,新华三,1.4.1,设备安全,50
-53,天融信,1.4.5.8,数据加密,50
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+41,启明星辰,1.4.5,数据安全,402
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+142,深信服,1.4.2,控制安全,280
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+73,FANUC,2.1.3,工业物联网,256
+39,Autodesk,1.3.1,设计研发,254
+126,华为,2.1.3,工业物联网,245
+100,Synopsys,1.3.1,设计研发,244
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+85,Dassault,1.3.1,设计研发,237
+99,Siemens,1.3.1,设计研发,232
+74,HoneyWell,2.1.3,工业物联网,228
+106,阿里巴巴,2.1.3,工业物联网,225
+93,Cadence,1.3.1,设计研发,221
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+157,新华三,1.4.1,设备安全,192
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+80,Salesforce,2.1.1,开发工具,176
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+98,Microsoft Azure,2,工业互联网平台,173
+40,奇安信,1.4.4,平台安全,168
+102,Amazon AWS,2,工业互联网平台,167
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+159,徐工集团,2.1.2,工业模型库,130
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+155,小米,2.3,边缘层,120
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+126,华为,1.2,工业互联网网络,81
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+105,Intel,1.1,工业自动化,68
+102,Amazon AWS,2.1.4,工业大数据,68
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+126,华为,1.1,工业自动化,63
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 140,山石网科,1.4.5.1,恶意代码检测系统,50
 135,浪潮,1.3.2.1,供应链管理SCM,50
-130,金蝶,1.3.5,仓储物流,50
-99,Siemens,2.1,PaaS,50
-53,天融信,1.4.3.6,沙箱类设备,50
-102,Amazon AWS,2,工业互联网平台,45
-130,金蝶,1.3.2,采购供应,40
-40,奇安信,1.4.4,平台安全,39
-0,360科技,1.4.4,平台安全,38
-98,Microsoft Azure,2,工业互联网平台,38
-58,用友,1.3.2,采购供应,36
-148,腾讯,2.1.3,工业物联网,32
-74,HoneyWell,2.1.3,工业物联网,30
-100,Synopsys,1.3.1,设计研发,29
-85,Dassault,1.3.1,设计研发,29
-86,Dell EMC,1.1,工业自动化,28
-99,Siemens,1.3.1,设计研发,27
-97,General Electric,2.1.3,工业物联网,27
-106,阿里巴巴,2.1.3,工业物联网,27
-126,华为,2.1.3,工业物联网,26
-105,Intel,1.1,工业自动化,25
-80,Salesforce,2.1.1,开发工具,25
-79,PTC,2.1.2,工业模型库,25
-108,百度,2.1.3,工业物联网,24
-84,Bosch,2.1.2,工业模型库,22
-58,用友,2.1.2,工业模型库,22
-39,Autodesk,1.3.1,设计研发,21
-97,General Electric,1.3.3,生产制造,21
-106,阿里巴巴,1.1,工业自动化,21
-85,Dassault,2.1.1,开发工具,21
-126,华为,1.1,工业自动化,21
-99,Siemens,1.3.3,生产制造,20
-99,Siemens,2.3,边缘层,20
-106,阿里巴巴,2.1.1,开发工具,19
-126,华为,2.3,边缘层,19
-75,IBM,1.3.3,生产制造,19
-94,Mitsubishi,1.1,工业自动化,19
-73,FANUC,2.1.3,工业物联网,18
-81,SAP,2.1.2,工业模型库,18
-95,Schneider,2.3,边缘层,18
-155,小米,2.3,边缘层,17
-148,腾讯,2.1.1,开发工具,17
-124,海尔,2.3,边缘层,16
-159,徐工集团,2.1.2,工业模型库,16
-126,华为,1.2,工业互联网网络,15
-93,Cadence,1.3.1,设计研发,13
-106,阿里巴巴,1.2,工业互联网网络,12
-84,Bosch,2.3,边缘层,12
-13,东方国信,2.1.3.7,制造类API,11
-13,东方国信,2.1.3.4,应用管理服务,11
-13,东方国信,2.1.3.5,容器服务,10
-79,PTC,2.1.3.2,平台基础服务,10
-67,中国移动,1.2,工业互联网网络,10
-79,PTC,2.1.3.1,物联网服务,9
-79,PTC,2.1.3.4,应用管理服务,9
-103,STMicroelectronics ,1.1.1,工业计算芯片,9
-13,东方国信,2.1.3.1,物联网服务,9
-13,东方国信,2.1.3.3,工业引擎服务,8
-79,PTC,2.1.3.5,容器服务,8
-79,PTC,2.1.4.1,工业大数据存储,7
-13,东方国信,2.1.3.6,微服务,7
-79,PTC,2.1.3.7,制造类API,7
-81,SAP,2.1.4.1,工业大数据存储,7
-81,SAP,2.1.4.2,工业大数据管理,7
-79,PTC,2.1.3.6,微服务,7
-79,PTC,2.3.3,协议转换,6
-79,PTC,2.1.3.3,工业引擎服务,6
-16,东土科技,2.3.1,工业数据接入,6
-150,唯捷创芯,1.1.1,工业计算芯片,6
-49,数码大方,1.3.1.1,计算机辅助设计CAD,6
-79,PTC,2.3.1,工业数据接入,6
-47,首自信,2.1.3.6,微服务,6
-56,芯愿景,1.1.1,工业计算芯片,6
-169,中芯国际,1.1.1,工业计算芯片,6
-97,General Electric,1.2,工业互联网网络,6
-46,适创科技,1.3.1.2,计算机辅助工程CAE,6
-47,首自信,2.1.2.1,数据算法模型,6
-13,东方国信,2.1.3.2,平台基础服务,6
-16,东土科技,1.1.3,工业服务器,5
-161,研华科技,2.3.3,协议转换,5
-16,东土科技,2.3.3,协议转换,5
-22,航天云网,2.1.3.6,微服务,5
-168,中控技术,2.3.3,协议转换,5
-13,东方国信,2.3.2,边缘数据处理,5
-22,航天云网,2.3.1,工业数据接入,5
-153,武汉开目,1.3.1.1,计算机辅助设计CAD,5
-69,紫光集团,1.1.1,工业计算芯片,5
-22,航天云网,2.3.3,协议转换,5
-127,华为海思,1.1.1,工业计算芯片,5
-6,安世亚太,2.1.2.1,数据算法模型,5
-79,PTC,2.1.4.2,工业大数据管理,5
-23,和利时,2.3.3,协议转换,5
-42,山大华天,1.3.1.1,计算机辅助设计CAD,5
-113,飞腾信息,1.1.1,工业计算芯片,5
-167,中环股份,1.1.1,工业计算芯片,5
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-32,兰光创新,1.2.3,数据互通,4
-68,中望软件,1.3.1.2,计算机辅助工程CAE,4
-78,OutSystems,2.1.1.2,低代码开发工具,4
-6,安世亚太,2.1.2.4,行业机理模型,4
-165,智能云科,2.1.2.2,业务流程模型,4
-24,华大电子,1.1.1,工业计算芯片,4
-62,云道智造,2.1.2.2,业务流程模型,4
-23,和利时,2.3.2,边缘数据处理,4
-16,东土科技,2.3.2,边缘数据处理,4
-6,安世亚太,2.1.2.3,研发仿真模型,4
-22,航天云网,2.1.3.4,应用管理服务,4
-71,Altair,1.3.1.2,计算机辅助工程CAE,4
-161,研华科技,2.3.2,边缘数据处理,4
-168,中控技术,2.3.2,边缘数据处理,4
-35,凌昊智能,1.1.3,工业服务器,4
-33,蓝谷信息,2.1.2.4,行业机理模型,4
-57,亚控科技,2.3.3,协议转换,4
-129,华中数控,1.1.2,工业控制器,4
-13,东方国信,2.3.1,工业数据接入,4
+41,启明星辰,1.4.3.2,流量检测,50
+53,天融信,1.4.2.3,工控漏洞扫描,50
+53,天融信,1.4.5.8,数据加密,50
+23,和利时,1.4.2.7,工控原生安全,50
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+13,东方国信,2.1.3.3,工业引擎服务,36
+79,PTC,2.1.3.2,平台基础服务,36
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+79,PTC,2.1.3.1,物联网服务,35
+135,浪潮,2.1.3.2,平台基础服务,35
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+13,东方国信,2.1.3.2,平台基础服务,35
+79,PTC,2.1.3.4,应用管理服务,34
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+135,浪潮,2.1.3.7,制造类API,34
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+22,航天云网,2.1.3.3,工业引擎服务,33
+79,PTC,2.1.3.7,制造类API,33
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+135,浪潮,2.1.3.4,应用管理服务,33
+135,浪潮,2.1.3.3,工业引擎服务,32
+13,东方国信,2.1.3.7,制造类API,32
+22,航天云网,2.1.3.2,平台基础服务,32
+22,航天云网,2.1.3.5,容器服务,32
+43,神舟软件,1.3.1.5,产品数据管理PDM,31
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+50,索为系统,1.3.1.5,产品数据管理PDM,31
+26,寄云科技,2.1.3.4,应用管理服务,30
+79,PTC,2.1.3.6,微服务,30
+68,中望软件,1.3.1.3,计算机辅助制造CAM,29
+42,山大华天,1.3.1.3,计算机辅助制造CAM,29
+22,航天云网,2.1.3.6,微服务,29
+76,MasterCAM,1.3.1.3,计算机辅助制造CAM,29
+138,启明信息,1.3.1.5,产品数据管理PDM,29
+54,网御星云,1.4.4.3,接入认证,28
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+37,绿盟,1.4.4.3,接入认证,28
+55,威努特,1.4.4.4,工业应用行为监控,28
+27,江南天安,1.4.4.2,密钥管理,28
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+90,Mentor Graphics,1.3.1.7,电子设计自动化EDA,28
+26,寄云科技,2.1.3.3,工业引擎服务,28
+53,天融信,1.4.4.4,工业应用行为监控,28
+56,芯愿景,1.3.1.7,电子设计自动化EDA,28
+23,和利时,2.1.3.6,微服务,27
+135,浪潮,2.1.3.6,微服务,27
+3,艾克斯特,1.3.1.5,产品数据管理PDM,27
+130,金蝶,1.3.4.2,客户关系管理CRM,27
+26,寄云科技,2.1.3.7,制造类API,27
+26,寄云科技,2.1.3.5,容器服务,27
+58,用友,1.3.4.2,客户关系管理CRM,27
+156,芯禾科技,1.3.1.7,电子设计自动化EDA,26
+47,首自信,2.1.3.6,微服务,26
+58,用友,1.3.1.6,产品生命周期管理PLM,26
+26,寄云科技,2.1.3.2,平台基础服务,26
+58,用友,1.2.2,标识解析,26
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+79,PTC,2.3.2,边缘数据处理,25
+168,中控技术,2.3.3,协议转换,25
+168,中控技术,2.3.1,工业数据接入,25
+145,思普软件,1.3.1.4,计算机辅助工艺过程设计CAPP,25
+45,石化盈科,1.3.4.2,客户关系管理CRM,25
+79,PTC,2.3.1,工业数据接入,25
+49,数码大方,1.3.1.4,计算机辅助工艺过程设计CAPP,24
+161,研华科技,2.3.1,工业数据接入,24
+47,首自信,2.1.1.2,低代码开发工具,24
+42,山大华天,1.3.1.4,计算机辅助工艺过程设计CAPP,24
+25,华大九天,1.3.1.7,电子设计自动化EDA,24
+116,概伦电子,1.3.1.7,电子设计自动化EDA,24
+22,航天云网,2.3.2,边缘数据处理,24
+26,寄云科技,2.1.3.1,物联网服务,24
+47,首自信,2.1.2.4,行业机理模型,23
+23,和利时,2.3.2,边缘数据处理,23
+13,东方国信,2.1.3.6,微服务,23
+153,武汉开目,1.3.1.4,计算机辅助工艺过程设计CAPP,23
+139,容知日新,1.3.3.7,故障预测与健康管理PHM,23
+13,东方国信,1.2.2,标识解析,23
+49,数码大方,1.3.1.6,产品生命周期管理PLM,23
+161,研华科技,2.3.3,协议转换,22
+48,曙光信息,1.2.2,标识解析,22
+3,艾克斯特,1.3.1.6,产品生命周期管理PLM,22
+43,神舟软件,1.3.1.6,产品生命周期管理PLM,22
+47,首自信,2.1.2.2,业务流程模型,22
+13,东方国信,2.3.2,边缘数据处理,22
+111,鼎捷软件,1.3.1.6,产品生命周期管理PLM,22
+143,沈阳自动化研究所,2.1.1.4,组态建模工具,21
+165,智能云科,2.1.2.3,研发仿真模型,21
+79,PTC,1.3.1.6,产品生命周期管理PLM,21
+6,安世亚太,2.1.2.1,数据算法模型,21
+23,和利时,2.3.3,协议转换,21
+22,航天云网,2.3.3,协议转换,21
+134,朗坤智慧,1.3.3.5,企业资产管理系统EAM,21
+161,研华科技,2.3.2,边缘数据处理,21
+3,艾克斯特,1.3.1.4,计算机辅助工艺过程设计CAPP,21
+79,PTC,2.3.3,协议转换,21
+33,蓝谷信息,2.1.2.2,业务流程模型,21
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+41,启明星辰,1.4.1.2,下一代防火墙,15
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-57,亚控科技,2.3.2,边缘数据处理,4
-43,神舟软件,1.3.1.6,产品生命周期管理PLM,4
-145,思普软件,1.3.1.4,计算机辅助工艺过程设计CAPP,4
-123,海得控制,1.1.2,工业控制器,4
-38,牛刀,2.1.1.5,数字孪生建模工具,4
-149,天泽智云,2.1.2.3,研发仿真模型,4
-147,拓邦股份,1.1.2,工业控制器,4
-6,安世亚太,2.1.2.2,业务流程模型,4
-4,爱创科技,1.2.2,标识解析,3
-36,龙芯中科,1.1.1,工业计算芯片,3
-33,蓝谷信息,2.1.2.2,业务流程模型,3
-115,富士康,1.1.3,工业服务器,3
-49,数码大方,2.1.2.1,数据算法模型,3
-49,数码大方,1.3.3.1,制造执行系统MES,3
-23,和利时,2.1.3.6,微服务,3
-49,数码大方,2.1.2.2,业务流程模型,3
-64,中电智科,1.1.2,工业控制器,3
-49,数码大方,1.3.1.6,产品生命周期管理PLM,3
-49,数码大方,1.3.1.4,计算机辅助工艺过程设计CAPP,3
-47,首自信,2.1.2.4,行业机理模型,3
-47,首自信,2.1.1.2,低代码开发工具,3
-62,云道智造,2.1.2.4,行业机理模型,3
-117,格创东智,2.1.1.2,低代码开发工具,3
-60,宇动源,2.1.1.1,算法建模工具,3
-26,寄云科技,2.1.3.1,物联网服务,3
-117,格创东智,2.1.1.1,算法建模工具,3
-26,寄云科技,2.1.3.3,工业引擎服务,3
-44,圣邦微电子,1.1.1,工业计算芯片,3
-62,云道智造,1.3.1.2,计算机辅助工程CAE,3
-26,寄云科技,2.1.3.6,微服务,3
-6,安世亚太,1.3.1.2,计算机辅助工程CAE,3
-57,亚控科技,2.3.1,工业数据接入,3
-3,艾克斯特,1.3.1.4,计算机辅助工艺过程设计CAPP,3
-116,概伦电子,1.3.1.7,电子设计自动化EDA,3
-3,艾克斯特,1.3.1.6,产品生命周期管理PLM,3
-31,昆仑数据,1.3.3.3,数据采集与监视控制系统SCADA,3
-60,宇动源,2.1.1.2,低代码开发工具,3
-65,中国电信,1.2.1,网络互联,3
-23,和利时,2.3.1,工业数据接入,3
-68,中望软件,1.3.1.1,计算机辅助设计CAD,3
-87,Texas Instruments,1.1.1,工业计算芯片,3
-149,天泽智云,2.1.2.2,业务流程模型,3
-120,广州数控,1.2.3,数据互通,3
-146,苏州浩辰,1.3.1.1,计算机辅助设计CAD,3
-144,树根互联,2.1.2.4,行业机理模型,3
-22,航天云网,2.1.3.7,制造类API,3
-80,Salesforce,1.3.4,企业运营管理,3
-81,SAP,1.3.4,企业运营管理,3
-82,Uptake,2.1.2.1,数据算法模型,3
-82,Uptake,2.1.2.2,业务流程模型,3
-111,鼎捷软件,1.3.1.6,产品生命周期管理PLM,3
-135,浪潮,2.1.3.4,应用管理服务,3
-12,大唐软件,1.2.1,网络互联,3
-135,浪潮,2.1.3.3,工业引擎服务,3
-88,HPE,1.1.3,工业服务器,3
-89,Rockwell,1.1.2,工业控制器,3
-9,北京航天测控,1.3.3.6,运维保障系统MRO,3
-135,浪潮,1.1.3,工业服务器,3
-90,Mentor Graphics,1.3.1.7,电子设计自动化EDA,3
-131,九物互联,2.1.1.4,组态建模工具,3
-13,东方国信,1.2.2,标识解析,3
-101,Analog Devices,1.1.1,工业计算芯片,3
-127,华为海思,1.1.3,工业服务器,3
-153,武汉开目,1.3.1.4,计算机辅助工艺过程设计CAPP,3
-79,PTC,2.3.2,边缘数据处理,3
-161,研华科技,2.3.1,工业数据接入,3
+124,海尔,1.2.1,网络互联,4
+13,东方国信,2.1.4.1.1,关系型数据库,4
+74,HoneyWell,1.3.3.2,分布式控制系统DCS,4
+55,威努特,1.4.1.1,工业防火墙,4
+141,上海新华控制,1.3.3.2,分布式控制系统DCS,4
+69,紫光集团,1.1.1,工业计算芯片,4
+63,长扬科技,1.4.1.1,工业防火墙,3
+169,中芯国际,1.1.1,工业计算芯片,3
+19,国泰网信,1.4.2.1,工控安全监测与审计,3
+23,和利时,1.3.3.2,分布式控制系统DCS,3
+135,浪潮,2.2,IaaS,3
+126,华为,2.2,IaaS,3
+51,天地和兴,1.4.2.1,工控安全监测与审计,3
+22,航天云网,1.2.1,网络互联,3
+53,天融信,1.4.1.3,防毒墙,3
+133,蓝盾股份,1.4.1.3,防毒墙,3
 168,中控技术,1.3.3.2,分布式控制系统DCS,3
-22,航天云网,2.1.3.3,工业引擎服务,3
-72,ANSYS,1.3.1.2,计算机辅助工程CAE,3
-22,航天云网,1.2.2,标识解析,3
-20,海基科技,1.3.1.2,计算机辅助工程CAE,3
-119,广联达,1.3.1.1,计算机辅助设计CAD,3
-168,中控技术,2.3.1,工业数据接入,3
-79,PTC,1.3.1.4,计算机辅助工艺过程设计CAPP,3
-165,智能云科,2.1.2.1,数据算法模型,3
-79,PTC,1.3.1.6,产品生命周期管理PLM,3
-79,PTC,1.3.1.1,计算机辅助设计CAD,3
-166,中国电子科技网络信息安全,1.2.3,数据互通,3
-165,智能云科,2.1.2.4,行业机理模型,3
-58,用友,1.3.1.6,产品生命周期管理PLM,2
-117,格创东智,2.1.1.3,流程开发工具,2
-70,ABB,1.3.3.2,分布式控制系统DCS,2
-10,北京英贝思,1.3.3.5,企业资产管理系统EAM,2
-102,Amazon AWS,2.1.4,工业大数据,2
-99,Siemens,1.1.2,工业控制器,2
-74,HoneyWell,1.3.3.2,分布式控制系统DCS,2
-77,Oracle,1.3.3.6,运维保障系统MRO,2
-77,Oracle,1.3.4,企业运营管理,2
-49,数码大方,2.1.2.4,行业机理模型,2
-50,索为系统,1.3.1.5,产品数据管理PDM,2
-89,Rockwell,1.2.1,网络互联,2
-58,用友,1.2.2,标识解析,2
-78,OutSystems,2.1.1.1,算法建模工具,2
-56,芯愿景,1.3.1.7,电子设计自动化EDA,2
-111,鼎捷软件,1.3.4.1,企业资源计划ERP,2
-57,亚控科技,1.3.3.3,数据采集与监视控制系统SCADA,2
-78,OutSystems,2.1.1.3,流程开发工具,2
-61,元年科技,1.3.3.3,数据采集与监视控制系统SCADA,2
-83,Emerson,1.3.3.2,分布式控制系统DCS,2
-82,Uptake,2.1.2.3,研发仿真模型,2
-60,宇动源,2.1.1.5,数字孪生建模工具,2
-60,宇动源,2.1.1.4,组态建模工具,2
-62,云道智造,2.1.2.1,数据算法模型,2
-33,蓝谷信息,2.1.2.3,研发仿真模型,2
-48,曙光信息,1.2.2,标识解析,2
-22,航天云网,1.3.3.6,运维保障系统MRO,2
-26,寄云科技,2.1.3.2,平台基础服务,2
-144,树根互联,2.1.2.2,业务流程模型,2
-25,华大九天,1.3.1.7,电子设计自动化EDA,2
-23,和利时,1.3.3.3,数据采集与监视控制系统SCADA,2
-138,启明信息,1.3.1.5,产品数据管理PDM,2
-23,和利时,1.3.3.1,制造执行系统MES,2
-22,航天云网,2.3.2,边缘数据处理,2
-22,航天云网,2.1.3.5,容器服务,2
-14,东华软件,1.3.3.4,可编程逻揖控制系统PLC,2
-22,航天云网,2.1.3.1,物联网服务,2
-22,航天云网,2.1.1.5,数字孪生建模工具,2
-22,航天云网,2.1.1.3,流程开发工具,2
-22,航天云网,2.1.1.2,低代码开发工具,2
-22,航天云网,2.1.1.1,算法建模工具,2
-141,上海新华控制,1.3.3.2,分布式控制系统DCS,2
-26,寄云科技,2.1.3.5,容器服务,2
-2,706所,1.1.3,工业服务器,2
-124,海尔,1.2.1,网络互联,2
-168,中控技术,1.3.3.4,可编程逻揖控制系统PLC,2
-143,沈阳自动化研究所,2.1.1.2,低代码开发工具,2
-168,中控技术,1.1.2,工业控制器,2
-143,沈阳自动化研究所,2.1.1.3,流程开发工具,2
-164,震坤行,1.3.3.6,运维保障系统MRO,2
-163,优也科技,2.1.4.2.2,数据安全管理,2
-143,沈阳自动化研究所,2.1.1.4,组态建模工具,2
-156,芯禾科技,1.3.1.7,电子设计自动化EDA,2
-143,沈阳自动化研究所,2.1.1.5,数字孪生建模工具,2
-144,树根互联,2.1.2.1,数据算法模型,2
-15,东软集团,1.3.3.5,企业资产管理系统EAM,2
-149,天泽智云,2.1.2.1,数据算法模型,2
-26,寄云科技,2.1.3.4,应用管理服务,2
-144,树根互联,2.1.2.3,研发仿真模型,2
-26,寄云科技,2.1.3.7,制造类API,2
-135,浪潮,2.1.3.1,物联网服务,2
-117,格创东智,2.1.1.5,数字孪生建模工具,2
-134,朗坤智慧,1.3.3.5,企业资产管理系统EAM,2
-13,东方国信,2.3.3,协议转换,2
-38,牛刀,2.1.1.2,低代码开发工具,2
-38,牛刀,2.1.1.1,算法建模工具,2
-13,东方国信,2.1.4.1.4,时序数据库,2
-34,力控科技,1.3.3.3,数据采集与监视控制系统SCADA,2
-135,浪潮,2.1.3.2,平台基础服务,2
-128,华伍股份,1.1.2,工业控制器,2
-47,首自信,2.1.2.2,业务流程模型,2
-135,浪潮,2.1.3.5,容器服务,2
-135,浪潮,2.1.3.6,微服务,2
-131,九物互联,2.1.1.1,算法建模工具,2
+148,腾讯,2.2,IaaS,3
+106,阿里巴巴,2.2,IaaS,3
+163,优也科技,2.1.4.1.3,实时数据库,3
+53,天融信,1.4.2.4,安全隔离与信息交换系统,2
+142,深信服,1.4.1.1,工业防火墙,2
+167,中环股份,1.1.1,工业计算芯片,2
+87,Texas Instruments,1.1.1,工业计算芯片,2
+24,华大电子,1.1.1,工业计算芯片,2
+113,飞腾信息,1.1.1,工业计算芯片,2
+101,Analog Devices,1.1.1,工业计算芯片,2
+140,山石网科,1.4.1.1,工业防火墙,2
+103,STMicroelectronics ,1.1.1,工业计算芯片,2
+36,龙芯中科,1.1.1,工业计算芯片,1
 99,Siemens,1.2.1,网络互联,1
-13,东方国信,2.1.4.1.2,分布式数据库,1
-131,九物互联,2.1.1.3,流程开发工具,1
-111,鼎捷软件,1.3.3.1,制造执行系统MES,1
-129,华中数控,1.2.3,数据互通,1
-13,东方国信,2.1.4.2.1,数据质量管理,1
-126,华为,2.1.1.5,数字孪生建模工具,1
-130,金蝶,1.3.4.1,企业资源计划ERP,1
-96,Cisco,1.2.3,数据互通,1
-91,Moxa,1.2.1,网络互联,1
-132,科远智慧,1.3.3.2,分布式控制系统DCS,1
-133,蓝盾股份,1.4.4.1,身份鉴别与访问控制,1
-92,Omron,1.3.3.4,可编程逻揖控制系统PLC,1
+54,网御星云,1.4.1.3,防毒墙,1
+63,长扬科技,1.4.2.4,安全隔离与信息交换系统,1
+40,奇安信,1.4.2.1,工控安全监测与审计,1
 108,百度,2.2,IaaS,1
-14,东华软件,1.3.4.3,人力资源管理HRM,1
-125,华数机器人,1.2.3,数据互通,1
-139,容知日新,1.3.3.7,故障预测与健康管理PHM,1
-89,Rockwell,1.3.3.1,制造执行系统MES,1
-135,浪潮,1.3.4.1,企业资源计划ERP,1
-137,美林数据,2.1.4.2.1,数据质量管理,1
-137,美林数据,2.1.4.1.3,实时数据库,1
-84,Bosch,2.1.4,工业大数据,1
-135,浪潮,2.2,IaaS,1
-109,宝信软件,1.3.3.1,制造执行系统MES,1
-18,国能智深,1.3.3.2,分布式控制系统DCS,1
-154,西格数据,2.1.4.1.2,分布式数据库,1
-45,石化盈科,1.3.4.1,企业资源计划ERP,1
-115,富士康,2.1.4,工业大数据,1
-38,牛刀,2.1.1.3,流程开发工具,1
-38,牛刀,2.1.1.4,组态建模工具,1
-117,格创东智,2.1.4.2.1,数据质量管理,1
-117,格创东智,2.1.4.1.1,关系型数据库,1
-42,山大华天,1.3.1.3,计算机辅助制造CAM,1
-43,神舟软件,1.3.1.5,产品数据管理PDM,1
-45,石化盈科,1.3.3.1,制造执行系统MES,1
-45,石化盈科,2.1.4.1.2,分布式数据库,1
-31,昆仑数据,2.1.4.2.1,数据质量管理,1
-45,石化盈科,2.1.4.1.3,实时数据库,1
-45,石化盈科,2.1.4.1.4,时序数据库,1
-45,石化盈科,2.1.4.2.1,数据质量管理,1
-45,石化盈科,2.1.4.2.2,数据安全管理,1
-49,数码大方,2.1.2.3,研发仿真模型,1
-47,首自信,2.1.1.1,算法建模工具,1
-47,首自信,2.1.1.3,流程开发工具,1
-47,首自信,2.1.1.4,组态建模工具,1
-33,蓝谷信息,2.1.2.1,数据算法模型,1
-31,昆仑数据,2.1.4.1.3,实时数据库,1
-154,西格数据,2.1.4.2.2,数据安全管理,1
-70,ABB,1.3.3.4,可编程逻揖控制系统PLC,1
-163,优也科技,2.1.4.1.1,关系型数据库,1
-163,优也科技,2.1.4.1.4,时序数据库,1
-165,智能云科,2.1.2.3,研发仿真模型,1
-168,中控技术,1.3.3.1,制造执行系统MES,1
-47,首自信,2.1.2.3,研发仿真模型,1
-21,Hexagon,1.3.1.3,计算机辅助制造CAM,1
-22,航天云网,2.1.1.4,组态建模工具,1
-22,航天云网,2.1.3.2,平台基础服务,1
-23,和利时,1.3.3.2,分布式控制系统DCS,1
-31,昆仑数据,2.1.4.1.1,关系型数据库,1
-66,中国联通,1.2.1,网络互联,1
-23,和利时,1.3.3.4,可编程逻揖控制系统PLC,1
-118,工邦邦,1.3.3.6,运维保障系统MRO,1
-1,51WORLD,2.1.1.5,数字孪生建模工具,1
-62,云道智造,2.1.2.3,研发仿真模型,1
-117,格创东智,2.1.4.2.2,数据安全管理,1
-3,艾克斯特,1.3.4.1,企业资源计划ERP,1
-60,宇动源,2.1.1.3,流程开发工具,1
-126,华为,2.2,IaaS,1
+56,芯愿景,1.1.1,工业计算芯片,1
+55,威努特,1.4.1.3,防毒墙,1
diff --git a/analysis/count_prod.csv b/analysis/count_prod.csv
index 494f17d..7ff9c7c 100644
--- a/analysis/count_prod.csv
+++ b/analysis/count_prod.csv
@@ -1,82 +1,108 @@
 id_product,Name,count
-1.4,工业互联网安全,385
-2.1.3,工业物联网,184
-1.4.5,数据安全,150
-1.4.3,网络安全,150
-1.4.2,控制安全,150
-1,供给,125
-1.3,工业软件,119
-1.3.1,设计研发,119
-1.1,工业自动化,114
-2.1.2,工业模型库,103
-2.3,边缘层,102
-2,工业互联网平台,83
-2.1.1,开发工具,82
-1.4.4,平台安全,77
-1.3.2,采购供应,76
-1.1.1,工业计算芯片,67
-1.3.3,生产制造,60
-2.1,PaaS,50
-1.3.5,仓储物流,50
-1.3.2.1,供应链管理SCM,50
-1.4.5.8,数据加密,50
+2.1.3,工业物联网,1723
+1,供给,1409
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+1.4,工业互联网安全,1068
+2.1.2,工业模型库,699
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+1.3,工业软件,685
+2.3,边缘层,675
+1.3.3,生产制造,567
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+1.3.4,企业运营管理,348
+2,工业互联网平台,340
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-1.3.3.4,可编程逻揖控制系统PLC,7
-1.3.3.5,企业资产管理系统EAM,6
-1.3.4.1,企业资源计划ERP,6
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-2.1.4.1.3,实时数据库,3
-2.2,IaaS,3
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-1.4.4.1,身份鉴别与访问控制,1
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diff --git a/analysis/count_prod_network.png b/analysis/count_prod_network.png
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diff --git a/analysis/count_prod_pie.png b/analysis/count_prod_pie.png
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diff --git a/analysis/dissertation_count.csv b/analysis/dissertation_count.csv
new file mode 100644
index 0000000..9b72392
--- /dev/null
+++ b/analysis/dissertation_count.csv
@@ -0,0 +1,3539 @@
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diff --git a/analysis/dissertation_count_dcp.csv b/analysis/dissertation_count_dcp.csv
new file mode 100644
index 0000000..ca63932
--- /dev/null
+++ b/analysis/dissertation_count_dcp.csv
@@ -0,0 +1,700 @@
+up_id_firm,up_name_firm,up_id_product,up_name_product,down_id_firm,down_name_firm,down_id_product,down_name_product,count
+126,华为,1.4,工业互联网安全,170,Pseudo1,1,供给,118
+142,深信服,1.4.3,网络安全,126,华为,1.4,工业互联网安全,96
+41,启明星辰,1.4.5,数据安全,126,华为,1.4,工业互联网安全,92
+142,深信服,1.4.2,控制安全,126,华为,1.4,工业互联网安全,92
+53,天融信,1.4.3.6,沙箱类设备,142,深信服,1.4.3,网络安全,50
+23,和利时,1.4.2.7,工控原生安全,142,深信服,1.4.2,控制安全,50
+157,新华三,1.4.1,设备安全,126,华为,1.4,工业互联网安全,50
+53,天融信,1.4.5.8,数据加密,41,启明星辰,1.4.5,数据安全,50
+41,启明星辰,1.4.3.2,流量检测,142,深信服,1.4.3,网络安全,50
+53,天融信,1.4.2.3,工控漏洞扫描,142,深信服,1.4.2,控制安全,50
+140,山石网科,1.4.5.1,恶意代码检测系统,41,启明星辰,1.4.5,数据安全,50
+99,Siemens,2.1,PaaS,102,Amazon AWS,2,工业互联网平台,41
+135,浪潮,1.3.2.1,供应链管理SCM,130,金蝶,1.3.2,采购供应,40
+130,金蝶,1.3.5,仓储物流,106,阿里巴巴,1.3,工业软件,39
+63,长扬科技,1.4.4.5,安全态势感知,0,360科技,1.4.4,平台安全,38
+63,长扬科技,1.4.4.5,安全态势感知,40,奇安信,1.4.4,平台安全,38
+135,浪潮,1.3.2.1,供应链管理SCM,58,用友,1.3.2,采购供应,36
+99,Siemens,2.1,PaaS,98,Microsoft Azure,2,工业互联网平台,36
+130,金蝶,1.3.5,仓储物流,29,京东工业品,1.3,工业软件,33
+130,金蝶,1.3.2,采购供应,106,阿里巴巴,1.3,工业软件,23
+135,浪潮,1.3.2.1,供应链管理SCM,106,阿里巴巴,1.3,工业软件,23
+53,天融信,1.4.3.6,沙箱类设备,126,华为,1.4,工业互联网安全,23
+41,启明星辰,1.4.3.2,流量检测,126,华为,1.4,工业互联网安全,23
+58,用友,1.3.2,采购供应,106,阿里巴巴,1.3,工业软件,23
+53,天融信,1.4.5.8,数据加密,126,华为,1.4,工业互联网安全,21
+140,山石网科,1.4.5.1,恶意代码检测系统,126,华为,1.4,工业互联网安全,21
+142,深信服,1.4.3,网络安全,170,Pseudo1,1,供给,21
+53,天融信,1.4.2.3,工控漏洞扫描,126,华为,1.4,工业互联网安全,21
+23,和利时,1.4.2.7,工控原生安全,126,华为,1.4,工业互联网安全,21
+41,启明星辰,1.4.5,数据安全,170,Pseudo1,1,供给,19
+142,深信服,1.4.2,控制安全,170,Pseudo1,1,供给,19
+130,金蝶,1.3.2,采购供应,29,京东工业品,1.3,工业软件,14
+58,用友,1.3.2,采购供应,29,京东工业品,1.3,工业软件,14
+135,浪潮,1.3.2.1,供应链管理SCM,29,京东工业品,1.3,工业软件,14
+157,新华三,1.4.1,设备安全,170,Pseudo1,1,供给,9
+41,启明星辰,1.4.3.2,流量检测,170,Pseudo1,1,供给,6
+53,天融信,1.4.3.6,沙箱类设备,170,Pseudo1,1,供给,6
+99,Siemens,2.1,PaaS,170,Pseudo1,1,供给,5
+53,天融信,1.4.2.3,工控漏洞扫描,170,Pseudo1,1,供给,5
+40,奇安信,1.4.4,平台安全,126,华为,1.4,工业互联网安全,5
+98,Microsoft Azure,2,工业互联网平台,170,Pseudo1,1,供给,5
+63,长扬科技,1.4.4.5,安全态势感知,126,华为,1.4,工业互联网安全,5
+140,山石网科,1.4.5.1,恶意代码检测系统,170,Pseudo1,1,供给,5
+23,和利时,1.4.2.7,工控原生安全,170,Pseudo1,1,供给,5
+53,天融信,1.4.5.8,数据加密,170,Pseudo1,1,供给,5
+0,360科技,1.4.4,平台安全,126,华为,1.4,工业互联网安全,5
+102,Amazon AWS,2,工业互联网平台,170,Pseudo1,1,供给,5
+131,九物互联,2.1.1.2,低代码开发工具,106,阿里巴巴,2.1.1,开发工具,4
+42,山大华天,1.3.1.1,计算机辅助设计CAD,85,Dassault,1.3.1,设计研发,4
+13,东方国信,2.1.3.1,物联网服务,74,HoneyWell,2.1.3,工业物联网,4
+79,PTC,2.1.3.2,平台基础服务,106,阿里巴巴,2.1.3,工业物联网,4
+78,OutSystems,2.1.1.5,数字孪生建模工具,80,Salesforce,2.1.1,开发工具,3
+68,中望软件,1.3.1.2,计算机辅助工程CAE,85,Dassault,1.3.1,设计研发,3
+13,东方国信,2.1.3.4,应用管理服务,74,HoneyWell,2.1.3,工业物联网,3
+13,东方国信,2.1.3.6,微服务,74,HoneyWell,2.1.3,工业物联网,3
+13,东方国信,2.1.3.7,制造类API,106,阿里巴巴,2.1.3,工业物联网,3
+13,东方国信,2.1.3.7,制造类API,108,百度,2.1.3,工业物联网,3
+79,PTC,2.3.3,协议转换,126,华为,2.3,边缘层,3
+69,紫光集团,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,3
+79,PTC,2.1.3.4,应用管理服务,73,FANUC,2.1.3,工业物联网,3
+43,神舟软件,1.3.1.6,产品生命周期管理PLM,85,Dassault,1.3.1,设计研发,3
+16,东土科技,2.3.3,协议转换,126,华为,2.3,边缘层,3
+79,PTC,2.1.3.6,微服务,108,百度,2.1.3,工业物联网,3
+117,格创东智,2.1.1.1,算法建模工具,80,Salesforce,2.1.1,开发工具,3
+79,PTC,2.1.3.1,物联网服务,74,HoneyWell,2.1.3,工业物联网,3
+79,PTC,2.1.3.4,应用管理服务,74,HoneyWell,2.1.3,工业物联网,3
+79,PTC,2.1.3.7,制造类API,148,腾讯,2.1.3,工业物联网,3
+79,PTC,2.1.3.1,物联网服务,126,华为,2.1.3,工业物联网,3
+32,兰光创新,1.2.3,数据互通,106,阿里巴巴,1.2,工业互联网网络,3
+103,STMicroelectronics ,1.1.1,工业计算芯片,94,Mitsubishi,1.1,工业自动化,3
+169,中芯国际,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,2
+47,首自信,2.1.3.6,微服务,108,百度,2.1.3,工业物联网,2
+74,HoneyWell,1.3.3.2,分布式控制系统DCS,97,General Electric,1.3.3,生产制造,2
+72,ANSYS,1.3.1.2,计算机辅助工程CAE,99,Siemens,1.3.1,设计研发,2
+57,亚控科技,2.3.2,边缘数据处理,155,小米,2.3,边缘层,2
+22,航天云网,2.1.3.7,制造类API,106,阿里巴巴,2.1.3,工业物联网,2
+71,Altair,1.3.1.2,计算机辅助工程CAE,99,Siemens,1.3.1,设计研发,2
+47,首自信,2.1.2.4,行业机理模型,79,PTC,2.1.2,工业模型库,2
+70,ABB,1.3.3.2,分布式控制系统DCS,99,Siemens,1.3.3,生产制造,2
+22,航天云网,2.1.3.6,微服务,106,阿里巴巴,2.1.3,工业物联网,2
+104,Infineon,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,2
+57,亚控科技,2.3.3,协议转换,155,小米,2.3,边缘层,2
+57,亚控科技,2.3.3,协议转换,99,Siemens,2.3,边缘层,2
+47,首自信,2.1.3.6,微服务,148,腾讯,2.1.3,工业物联网,2
+22,航天云网,2.1.3.4,应用管理服务,148,腾讯,2.1.3,工业物联网,2
+22,航天云网,2.1.3.3,工业引擎服务,148,腾讯,2.1.3,工业物联网,2
+48,曙光信息,1.2.2,标识解析,126,华为,1.2,工业互联网网络,2
+145,思普软件,1.3.1.4,计算机辅助工艺过程设计CAPP,99,Siemens,1.3.1,设计研发,2
+49,数码大方,1.3.1.1,计算机辅助设计CAD,100,Synopsys,1.3.1,设计研发,2
+78,OutSystems,2.1.1.1,算法建模工具,85,Dassault,2.1.1,开发工具,2
+57,亚控科技,2.3.1,工业数据接入,99,Siemens,2.3,边缘层,2
+6,安世亚太,2.1.2.1,数据算法模型,159,徐工集团,2.1.2,工业模型库,2
+78,OutSystems,2.1.1.2,低代码开发工具,148,腾讯,2.1.1,开发工具,2
+79,PTC,2.1.3.2,平台基础服务,108,百度,2.1.3,工业物联网,2
+168,中控技术,1.3.3.4,可编程逻揖控制系统PLC,97,General Electric,1.3.3,生产制造,2
+135,浪潮,2.1.3.3,工业引擎服务,126,华为,2.1.3,工业物联网,2
+135,浪潮,2.1.3.4,应用管理服务,108,百度,2.1.3,工业物联网,2
+167,中环股份,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,2
+79,PTC,2.1.3.1,物联网服务,73,FANUC,2.1.3,工业物联网,2
+168,中控技术,1.3.3.2,分布式控制系统DCS,75,IBM,1.3.3,生产制造,2
+22,航天云网,2.3.3,协议转换,99,Siemens,2.3,边缘层,2
+79,PTC,1.3.1.4,计算机辅助工艺过程设计CAPP,100,Synopsys,1.3.1,设计研发,2
+138,启明信息,1.3.1.5,产品数据管理PDM,100,Synopsys,1.3.1,设计研发,2
+56,芯愿景,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,2
+14,东华软件,1.3.3.4,可编程逻揖控制系统PLC,75,IBM,1.3.3,生产制造,2
+167,中环股份,1.1.1,工业计算芯片,105,Intel,1.1,工业自动化,2
+166,中国电子科技网络信息安全,1.2.3,数据互通,67,中国移动,1.2,工业互联网网络,2
+103,STMicroelectronics ,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,2
+47,首自信,2.1.2.1,数据算法模型,58,用友,2.1.2,工业模型库,2
+117,格创东智,2.1.1.3,流程开发工具,85,Dassault,2.1.1,开发工具,2
+22,航天云网,2.3.1,工业数据接入,95,Schneider,2.3,边缘层,2
+47,首自信,2.1.2.1,数据算法模型,84,Bosch,2.1.2,工业模型库,2
+49,数码大方,1.3.1.1,计算机辅助设计CAD,39,Autodesk,1.3.1,设计研发,2
+165,智能云科,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,2
+58,用友,1.3.1.6,产品生命周期管理PLM,100,Synopsys,1.3.1,设计研发,2
+103,STMicroelectronics ,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,2
+153,武汉开目,1.3.1.4,计算机辅助工艺过程设计CAPP,39,Autodesk,1.3.1,设计研发,2
+60,宇动源,2.1.1.4,组态建模工具,80,Salesforce,2.1.1,开发工具,2
+49,数码大方,2.1.2.2,业务流程模型,79,PTC,2.1.2,工业模型库,2
+60,宇动源,2.1.1.2,低代码开发工具,106,阿里巴巴,2.1.1,开发工具,2
+115,富士康,1.1.3,工业服务器,86,Dell EMC,1.1,工业自动化,2
+16,东土科技,1.1.3,工业服务器,106,阿里巴巴,1.1,工业自动化,2
+16,东土科技,1.1.3,工业服务器,86,Dell EMC,1.1,工业自动化,2
+161,研华科技,2.3.3,协议转换,95,Schneider,2.3,边缘层,2
+6,安世亚太,2.1.2.4,行业机理模型,79,PTC,2.1.2,工业模型库,2
+6,安世亚太,2.1.2.4,行业机理模型,58,用友,2.1.2,工业模型库,2
+16,东土科技,2.3.1,工业数据接入,99,Siemens,2.3,边缘层,2
+16,东土科技,2.3.2,边缘数据处理,124,海尔,2.3,边缘层,2
+6,安世亚太,2.1.2.3,研发仿真模型,84,Bosch,2.1.2,工业模型库,2
+6,安世亚太,2.1.2.3,研发仿真模型,81,SAP,2.1.2,工业模型库,2
+161,研华科技,2.3.3,协议转换,155,小米,2.3,边缘层,2
+16,东土科技,2.3.3,协议转换,95,Schneider,2.3,边缘层,2
+6,安世亚太,2.1.2.2,业务流程模型,58,用友,2.1.2,工业模型库,2
+169,中芯国际,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,2
+6,安世亚太,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,2
+49,数码大方,2.1.2.1,数据算法模型,79,PTC,2.1.2,工业模型库,2
+153,武汉开目,1.3.1.1,计算机辅助设计CAD,93,Cadence,1.3.1,设计研发,2
+61,元年科技,1.3.3.3,数据采集与监视控制系统SCADA,97,General Electric,1.3.3,生产制造,2
+135,浪潮,2.1.3.1,物联网服务,148,腾讯,2.1.3,工业物联网,2
+49,数码大方,1.3.1.1,计算机辅助设计CAD,99,Siemens,1.3.1,设计研发,2
+147,拓邦股份,1.1.2,工业控制器,105,Intel,1.1,工业自动化,2
+168,中控技术,2.3.3,协议转换,126,华为,2.3,边缘层,2
+147,拓邦股份,1.1.2,工业控制器,94,Mitsubishi,1.1,工业自动化,2
+64,中电智科,1.1.2,工业控制器,105,Intel,1.1,工业自动化,2
+149,天泽智云,2.1.2.2,业务流程模型,81,SAP,2.1.2,工业模型库,2
+101,Analog Devices,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,2
+149,天泽智云,2.1.2.3,研发仿真模型,159,徐工集团,2.1.2,工业模型库,2
+62,云道智造,2.1.2.4,行业机理模型,58,用友,2.1.2,工业模型库,2
+22,航天云网,1.2.2,标识解析,126,华为,1.2,工业互联网网络,2
+49,数码大方,1.3.1.6,产品生命周期管理PLM,100,Synopsys,1.3.1,设计研发,2
+62,云道智造,2.1.2.2,业务流程模型,58,用友,2.1.2,工业模型库,2
+106,阿里巴巴,1.3,工业软件,170,Pseudo1,1,供给,2
+22,航天云网,2.1.1.2,低代码开发工具,106,阿里巴巴,2.1.1,开发工具,2
+150,唯捷创芯,1.1.1,工业计算芯片,105,Intel,1.1,工业自动化,2
+49,数码大方,1.3.3.1,制造执行系统MES,97,General Electric,1.3.3,生产制造,2
+33,蓝谷信息,2.1.2.4,行业机理模型,79,PTC,2.1.2,工业模型库,2
+22,航天云网,1.3.3.6,运维保障系统MRO,99,Siemens,1.3.3,生产制造,2
+79,PTC,2.1.3.2,平台基础服务,148,腾讯,2.1.3,工业物联网,2
+150,唯捷创芯,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,2
+13,东方国信,2.1.3.4,应用管理服务,97,General Electric,2.1.3,工业物联网,2
+82,Uptake,2.1.2.2,业务流程模型,79,PTC,2.1.2,工业模型库,2
+38,牛刀,2.1.1.5,数字孪生建模工具,148,腾讯,2.1.1,开发工具,2
+26,寄云科技,2.1.3.3,工业引擎服务,126,华为,2.1.3,工业物联网,2
+13,东方国信,2.1.3.5,容器服务,74,HoneyWell,2.1.3,工业物联网,2
+13,东方国信,2.1.3.5,容器服务,97,General Electric,2.1.3,工业物联网,2
+9,北京航天测控,1.3.3.6,运维保障系统MRO,97,General Electric,1.3.3,生产制造,2
+42,山大华天,1.3.1.4,计算机辅助工艺过程设计CAPP,39,Autodesk,1.3.1,设计研发,2
+26,寄云科技,2.1.3.1,物联网服务,106,阿里巴巴,2.1.3,工业物联网,2
+13,东方国信,2.1.3.7,制造类API,148,腾讯,2.1.3,工业物联网,2
+13,东方国信,2.1.3.7,制造类API,74,HoneyWell,2.1.3,工业物联网,2
+127,华为海思,1.1.3,工业服务器,126,华为,1.1,工业自动化,2
+24,华大电子,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,2
+90,Mentor Graphics,1.3.1.7,电子设计自动化EDA,99,Siemens,1.3.1,设计研发,2
+79,PTC,2.3.2,边缘数据处理,99,Siemens,2.3,边缘层,2
+44,圣邦微电子,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,2
+127,华为海思,1.1.1,工业计算芯片,105,Intel,1.1,工业自动化,2
+13,东方国信,2.1.3.5,容器服务,126,华为,2.1.3,工业物联网,2
+111,鼎捷软件,1.3.1.6,产品生命周期管理PLM,99,Siemens,1.3.1,设计研发,2
+31,昆仑数据,1.3.3.3,数据采集与监视控制系统SCADA,99,Siemens,1.3.3,生产制造,2
+46,适创科技,1.3.1.2,计算机辅助工程CAE,39,Autodesk,1.3.1,设计研发,2
+29,京东工业品,1.3,工业软件,170,Pseudo1,1,供给,2
+87,Texas Instruments,1.1.1,工业计算芯片,105,Intel,1.1,工业自动化,2
+13,东方国信,2.1.3.2,平台基础服务,73,FANUC,2.1.3,工业物联网,2
+3,艾克斯特,1.3.1.4,计算机辅助工艺过程设计CAPP,85,Dassault,1.3.1,设计研发,2
+88,HPE,1.1.3,工业服务器,94,Mitsubishi,1.1,工业自动化,2
+13,东方国信,2.1.3.3,工业引擎服务,106,阿里巴巴,2.1.3,工业物联网,2
+4,爱创科技,1.2.2,标识解析,97,General Electric,1.2,工业互联网网络,2
+13,东方国信,2.1.3.3,工业引擎服务,148,腾讯,2.1.3,工业物联网,2
+82,Uptake,2.1.2.4,行业机理模型,84,Bosch,2.1.2,工业模型库,2
+113,飞腾信息,1.1.1,工业计算芯片,105,Intel,1.1,工业自动化,2
+89,Rockwell,1.1.2,工业控制器,86,Dell EMC,1.1,工业自动化,2
+13,东方国信,2.1.3.4,应用管理服务,108,百度,2.1.3,工业物联网,2
+13,东方国信,1.2.2,标识解析,106,阿里巴巴,1.2,工业互联网网络,2
+13,东方国信,2.1.3.4,应用管理服务,148,腾讯,2.1.3,工业物联网,2
+129,华中数控,1.1.2,工业控制器,94,Mitsubishi,1.1,工业自动化,2
+79,PTC,2.3.1,工业数据接入,126,华为,2.3,边缘层,2
+127,华为海思,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,2
+79,PTC,2.3.1,工业数据接入,124,海尔,2.3,边缘层,2
+123,海得控制,1.1.2,工业控制器,126,华为,1.1,工业自动化,2
+131,九物互联,2.1.1.4,组态建模工具,80,Salesforce,2.1.1,开发工具,2
+38,牛刀,2.1.1.2,低代码开发工具,148,腾讯,2.1.1,开发工具,2
+79,PTC,2.1.3.4,应用管理服务,148,腾讯,2.1.3,工业物联网,2
+23,和利时,2.3.1,工业数据接入,95,Schneider,2.3,边缘层,2
+99,Siemens,1.1.2,工业控制器,105,Intel,1.1,工业自动化,2
+23,和利时,2.1.3.6,微服务,97,General Electric,2.1.3,工业物联网,2
+120,广州数控,1.2.3,数据互通,126,华为,1.2,工业互联网网络,2
+99,Siemens,1.3.1,设计研发,106,阿里巴巴,1.3,工业软件,2
+35,凌昊智能,1.1.3,工业服务器,105,Intel,1.1,工业自动化,2
+135,浪潮,1.1.3,工业服务器,94,Mitsubishi,1.1,工业自动化,2
+113,飞腾信息,1.1.1,工业计算芯片,94,Mitsubishi,1.1,工业自动化,2
+79,PTC,2.1.3.3,工业引擎服务,126,华为,2.1.3,工业物联网,2
+34,力控科技,1.3.3.3,数据采集与监视控制系统SCADA,75,IBM,1.3.3,生产制造,2
+46,适创科技,1.3.1.2,计算机辅助工程CAE,100,Synopsys,1.3.1,设计研发,2
+117,格创东智,2.1.1.4,组态建模工具,80,Salesforce,2.1.1,开发工具,2
+79,PTC,2.1.3.5,容器服务,106,阿里巴巴,2.1.3,工业物联网,2
+13,东方国信,2.1.3.1,物联网服务,97,General Electric,2.1.3,工业物联网,2
+23,和利时,2.3.2,边缘数据处理,155,小米,2.3,边缘层,2
+95,Schneider,1.2.3,数据互通,126,华为,1.2,工业互联网网络,2
+79,PTC,2.1.3.7,制造类API,97,General Electric,2.1.3,工业物联网,2
+95,Schneider,1.2.3,数据互通,67,中国移动,1.2,工业互联网网络,2
+38,牛刀,2.1.1.1,算法建模工具,106,阿里巴巴,2.1.1,开发工具,2
+79,PTC,2.1.3.5,容器服务,74,HoneyWell,2.1.3,工业物联网,2
+79,PTC,2.1.3.5,容器服务,97,General Electric,2.1.3,工业物联网,2
+79,PTC,2.1.3.6,微服务,97,General Electric,2.1.3,工业物联网,2
+109,宝信软件,1.3.3.1,制造执行系统MES,97,General Electric,1.3.3,生产制造,1
+104,Infineon,1.1.1,工业计算芯片,94,Mitsubishi,1.1,工业自动化,1
+49,数码大方,2.1.2.3,研发仿真模型,81,SAP,2.1.2,工业模型库,1
+36,龙芯中科,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,1
+108,百度,2.2,IaaS,102,Amazon AWS,2,工业互联网平台,1
+49,数码大方,2.1.2.4,行业机理模型,84,Bosch,2.1.2,工业模型库,1
+35,凌昊智能,1.1.3,工业服务器,126,华为,1.1,工业自动化,1
+49,数码大方,2.1.2.4,行业机理模型,58,用友,2.1.2,工业模型库,1
+104,Infineon,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,1
+56,芯愿景,1.1.1,工业计算芯片,105,Intel,1.1,工业自动化,1
+38,牛刀,2.1.1.3,流程开发工具,148,腾讯,2.1.1,开发工具,1
+39,Autodesk,1.3.1,设计研发,106,阿里巴巴,1.3,工业软件,1
+36,龙芯中科,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,1
+36,龙芯中科,1.1.1,工业计算芯片,94,Mitsubishi,1.1,工业自动化,1
+103,STMicroelectronics ,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,1
+38,牛刀,2.1.1.5,数字孪生建模工具,85,Dassault,2.1.1,开发工具,1
+35,凌昊智能,1.1.3,工业服务器,86,Dell EMC,1.1,工业自动化,1
+38,牛刀,2.1.1.5,数字孪生建模工具,80,Salesforce,2.1.1,开发工具,1
+50,索为系统,1.3.1.5,产品数据管理PDM,85,Dassault,1.3.1,设计研发,1
+38,牛刀,2.1.1.4,组态建模工具,85,Dassault,2.1.1,开发工具,1
+50,索为系统,1.3.1.5,产品数据管理PDM,39,Autodesk,1.3.1,设计研发,1
+46,适创科技,1.3.1.2,计算机辅助工程CAE,85,Dassault,1.3.1,设计研发,1
+39,Autodesk,1.3.1,设计研发,29,京东工业品,1.3,工业软件,1
+45,石化盈科,2.1.4.1.4,时序数据库,81,SAP,2.1.4.1,工业大数据存储,1
+45,石化盈科,1.3.3.1,制造执行系统MES,97,General Electric,1.3.3,生产制造,1
+45,石化盈科,1.3.4.1,企业资源计划ERP,81,SAP,1.3.4,企业运营管理,1
+47,首自信,2.1.2.2,业务流程模型,58,用友,2.1.2,工业模型库,1
+47,首自信,2.1.2.2,业务流程模型,159,徐工集团,2.1.2,工业模型库,1
+45,石化盈科,2.1.4.1.2,分布式数据库,79,PTC,2.1.4.1,工业大数据存储,1
+45,石化盈科,2.1.4.1.3,实时数据库,79,PTC,2.1.4.1,工业大数据存储,1
+47,首自信,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,1
+47,首自信,2.1.2.1,数据算法模型,79,PTC,2.1.2,工业模型库,1
+47,首自信,2.1.1.4,组态建模工具,85,Dassault,2.1.1,开发工具,1
+47,首自信,2.1.2.4,行业机理模型,84,Bosch,2.1.2,工业模型库,1
+47,首自信,2.1.1.3,流程开发工具,80,Salesforce,2.1.1,开发工具,1
+47,首自信,2.1.1.2,低代码开发工具,80,Salesforce,2.1.1,开发工具,1
+45,石化盈科,2.1.4.2.1,数据质量管理,79,PTC,2.1.4.2,工业大数据管理,1
+47,首自信,2.1.1.2,低代码开发工具,148,腾讯,2.1.1,开发工具,1
+47,首自信,2.1.1.2,低代码开发工具,106,阿里巴巴,2.1.1,开发工具,1
+47,首自信,2.1.1.1,算法建模工具,148,腾讯,2.1.1,开发工具,1
+45,石化盈科,2.1.4.2.2,数据安全管理,79,PTC,2.1.4.2,工业大数据管理,1
+46,适创科技,1.3.1.2,计算机辅助工程CAE,93,Cadence,1.3.1,设计研发,1
+47,首自信,2.1.2.3,研发仿真模型,81,SAP,2.1.2,工业模型库,1
+44,圣邦微电子,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,1
+49,数码大方,2.1.2.2,业务流程模型,84,Bosch,2.1.2,工业模型库,1
+49,数码大方,1.3.1.4,计算机辅助工艺过程设计CAPP,85,Dassault,1.3.1,设计研发,1
+4,爱创科技,1.2.2,标识解析,106,阿里巴巴,1.2,工业互联网网络,1
+49,数码大方,2.1.2.1,数据算法模型,84,Bosch,2.1.2,工业模型库,1
+111,鼎捷软件,1.3.4.1,企业资源计划ERP,81,SAP,1.3.4,企业运营管理,1
+49,数码大方,1.3.3.1,制造执行系统MES,99,Siemens,1.3.3,生产制造,1
+111,鼎捷软件,1.3.4.1,企业资源计划ERP,77,Oracle,1.3.4,企业运营管理,1
+111,鼎捷软件,1.3.3.1,制造执行系统MES,99,Siemens,1.3.3,生产制造,1
+49,数码大方,1.3.1.6,产品生命周期管理PLM,99,Siemens,1.3.1,设计研发,1
+49,数码大方,1.3.1.4,计算机辅助工艺过程设计CAPP,99,Siemens,1.3.1,设计研发,1
+111,鼎捷软件,1.3.1.6,产品生命周期管理PLM,85,Dassault,1.3.1,设计研发,1
+47,首自信,2.1.3.6,微服务,126,华为,2.1.3,工业物联网,1
+49,数码大方,1.3.1.4,计算机辅助工艺过程设计CAPP,100,Synopsys,1.3.1,设计研发,1
+42,山大华天,1.3.1.1,计算机辅助设计CAD,39,Autodesk,1.3.1,设计研发,1
+42,山大华天,1.3.1.3,计算机辅助制造CAM,99,Siemens,1.3.1,设计研发,1
+42,山大华天,1.3.1.4,计算机辅助工艺过程设计CAPP,85,Dassault,1.3.1,设计研发,1
+42,山大华天,1.3.1.4,计算机辅助工艺过程设计CAPP,99,Siemens,1.3.1,设计研发,1
+47,首自信,2.1.3.6,微服务,97,General Electric,2.1.3,工业物联网,1
+43,神舟软件,1.3.1.5,产品数据管理PDM,93,Cadence,1.3.1,设计研发,1
+43,神舟软件,1.3.1.6,产品生命周期管理PLM,39,Autodesk,1.3.1,设计研发,1
+56,芯愿景,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,1
+119,广联达,1.3.1.1,计算机辅助设计CAD,85,Dassault,1.3.1,设计研发,1
+56,芯愿景,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,1
+82,Uptake,2.1.2.1,数据算法模型,159,徐工集团,2.1.2,工业模型库,1
+81,SAP,2.1.4.2,工业大数据管理,115,富士康,2.1.4,工业大数据,1
+81,SAP,2.1.4.2,工业大数据管理,102,Amazon AWS,2.1.4,工业大数据,1
+81,SAP,2.1.4.1,工业大数据存储,102,Amazon AWS,2.1.4,工业大数据,1
+80,Salesforce,1.3.4,企业运营管理,29,京东工业品,1.3,工业软件,1
+79,PTC,2.3.3,协议转换,95,Schneider,2.3,边缘层,1
+79,PTC,2.3.3,协议转换,84,Bosch,2.3,边缘层,1
+79,PTC,2.3.3,协议转换,155,小米,2.3,边缘层,1
+79,PTC,2.3.3,协议转换,102,Amazon AWS,2,工业互联网平台,1
+79,PTC,2.3.2,边缘数据处理,126,华为,2.3,边缘层,1
+79,PTC,2.3.1,工业数据接入,95,Schneider,2.3,边缘层,1
+79,PTC,2.3.1,工业数据接入,84,Bosch,2.3,边缘层,1
+79,PTC,2.1.3.7,制造类API,74,HoneyWell,2.1.3,工业物联网,1
+79,PTC,2.1.3.7,制造类API,106,阿里巴巴,2.1.3,工业物联网,1
+79,PTC,2.1.3.6,微服务,148,腾讯,2.1.3,工业物联网,1
+79,PTC,2.1.3.6,微服务,106,阿里巴巴,2.1.3,工业物联网,1
+79,PTC,2.1.3.5,容器服务,148,腾讯,2.1.3,工业物联网,1
+79,PTC,2.1.3.5,容器服务,108,百度,2.1.3,工业物联网,1
+79,PTC,2.1.3.4,应用管理服务,126,华为,2.1.3,工业物联网,1
+79,PTC,2.1.3.4,应用管理服务,108,百度,2.1.3,工业物联网,1
+79,PTC,2.1.3.3,工业引擎服务,74,HoneyWell,2.1.3,工业物联网,1
+79,PTC,2.1.3.3,工业引擎服务,73,FANUC,2.1.3,工业物联网,1
+79,PTC,2.1.3.3,工业引擎服务,148,腾讯,2.1.3,工业物联网,1
+79,PTC,2.1.3.3,工业引擎服务,108,百度,2.1.3,工业物联网,1
+79,PTC,2.1.3.2,平台基础服务,97,General Electric,2.1.3,工业物联网,1
+79,PTC,2.1.3.2,平台基础服务,74,HoneyWell,2.1.3,工业物联网,1
+79,PTC,2.1.3.1,物联网服务,97,General Electric,2.1.3,工业物联网,1
+79,PTC,1.3.1.6,产品生命周期管理PLM,93,Cadence,1.3.1,设计研发,1
+81,SAP,2.1.4.2,工业大数据管理,84,Bosch,2.1.4,工业大数据,1
+82,Uptake,2.1.2.1,数据算法模型,79,PTC,2.1.2,工业模型库,1
+79,PTC,1.3.1.6,产品生命周期管理PLM,100,Synopsys,1.3.1,设计研发,1
+82,Uptake,2.1.2.1,数据算法模型,84,Bosch,2.1.2,工业模型库,1
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+100,Synopsys,1.3.1,设计研发,29,京东工业品,1.3,工业软件,1
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+96,Cisco,1.2.3,数据互通,126,华为,1.2,工业互联网网络,1
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+89,Rockwell,1.2.1,网络互联,97,General Electric,1.2,工业互联网网络,1
+89,Rockwell,1.2.1,网络互联,67,中国移动,1.2,工业互联网网络,1
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+82,Uptake,2.1.2.3,研发仿真模型,159,徐工集团,2.1.2,工业模型库,1
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+62,云道智造,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,1
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+60,宇动源,2.1.1.5,数字孪生建模工具,148,腾讯,2.1.1,开发工具,1
+60,宇动源,2.1.1.3,流程开发工具,80,Salesforce,2.1.1,开发工具,1
+60,宇动源,2.1.1.2,低代码开发工具,80,Salesforce,2.1.1,开发工具,1
+60,宇动源,2.1.1.1,算法建模工具,85,Dassault,2.1.1,开发工具,1
+60,宇动源,2.1.1.1,算法建模工具,148,腾讯,2.1.1,开发工具,1
+60,宇动源,2.1.1.1,算法建模工具,106,阿里巴巴,2.1.1,开发工具,1
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+6,安世亚太,1.3.1.2,计算机辅助工程CAE,99,Siemens,1.3.1,设计研发,1
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+58,用友,1.3.2,采购供应,170,Pseudo1,1,供给,1
+58,用友,1.2.2,标识解析,67,中国移动,1.2,工业互联网网络,1
+58,用友,1.2.2,标识解析,106,阿里巴巴,1.2,工业互联网网络,1
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+57,亚控科技,2.3.1,工业数据接入,126,华为,2.3,边缘层,1
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+56,芯愿景,1.3.1.7,电子设计自动化EDA,100,Synopsys,1.3.1,设计研发,1
+62,云道智造,2.1.2.1,数据算法模型,159,徐工集团,2.1.2,工业模型库,1
+62,云道智造,2.1.2.2,业务流程模型,159,徐工集团,2.1.2,工业模型库,1
+79,PTC,1.3.1.1,计算机辅助设计CAD,99,Siemens,1.3.1,设计研发,1
+62,云道智造,2.1.2.2,业务流程模型,81,SAP,2.1.2,工业模型库,1
+79,PTC,1.3.1.1,计算机辅助设计CAD,39,Autodesk,1.3.1,设计研发,1
+79,PTC,1.3.1.1,计算机辅助设计CAD,100,Synopsys,1.3.1,设计研发,1
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+78,OutSystems,2.1.1.3,流程开发工具,85,Dassault,2.1.1,开发工具,1
+78,OutSystems,2.1.1.3,流程开发工具,80,Salesforce,2.1.1,开发工具,1
+78,OutSystems,2.1.1.2,低代码开发工具,85,Dassault,2.1.1,开发工具,1
+78,OutSystems,2.1.1.2,低代码开发工具,80,Salesforce,2.1.1,开发工具,1
+77,Oracle,1.3.3.6,运维保障系统MRO,99,Siemens,1.3.3,生产制造,1
+77,Oracle,1.3.3.6,运维保障系统MRO,97,General Electric,1.3.3,生产制造,1
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+71,Altair,1.3.1.2,计算机辅助工程CAE,100,Synopsys,1.3.1,设计研发,1
+70,ABB,1.3.3.4,可编程逻揖控制系统PLC,97,General Electric,1.3.3,生产制造,1
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+68,中望软件,1.3.1.1,计算机辅助设计CAD,99,Siemens,1.3.1,设计研发,1
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+66,中国联通,1.2.1,网络互联,126,华为,1.2,工业互联网网络,1
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+65,中国电信,1.2.1,网络互联,126,华为,1.2,工业互联网网络,1
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+101,Analog Devices,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,1
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+23,和利时,2.3.3,协议转换,99,Siemens,2.3,边缘层,1
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+135,浪潮,2.1.3.6,微服务,74,HoneyWell,2.1.3,工业物联网,1
+135,浪潮,2.1.3.7,制造类API,106,阿里巴巴,2.1.3,工业物联网,1
+135,浪潮,2.1.3.7,制造类API,73,FANUC,2.1.3,工业物联网,1
+135,浪潮,2.1.3.7,制造类API,74,HoneyWell,2.1.3,工业物联网,1
+135,浪潮,2.1.3.7,制造类API,97,General Electric,2.1.3,工业物联网,1
+135,浪潮,2.2,IaaS,102,Amazon AWS,2,工业互联网平台,1
+137,美林数据,2.1.4.2.1,数据质量管理,81,SAP,2.1.4.2,工业大数据管理,1
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+139,容知日新,1.3.3.7,故障预测与健康管理PHM,99,Siemens,1.3.3,生产制造,1
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+117,格创东智,2.1.1.2,低代码开发工具,85,Dassault,2.1.1,开发工具,1
+117,格创东智,2.1.1.2,低代码开发工具,80,Salesforce,2.1.1,开发工具,1
+141,上海新华控制,1.3.3.2,分布式控制系统DCS,75,IBM,1.3.3,生产制造,1
+141,上海新华控制,1.3.3.2,分布式控制系统DCS,99,Siemens,1.3.3,生产制造,1
+135,浪潮,2.1.3.6,微服务,108,百度,2.1.3,工业物联网,1
+135,浪潮,2.1.3.5,容器服务,148,腾讯,2.1.3,工业物联网,1
+116,概伦电子,1.3.1.7,电子设计自动化EDA,93,Cadence,1.3.1,设计研发,1
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+131,九物互联,2.1.1.4,组态建模工具,106,阿里巴巴,2.1.1,开发工具,1
+132,科远智慧,1.3.3.2,分布式控制系统DCS,97,General Electric,1.3.3,生产制造,1
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+134,朗坤智慧,1.3.3.5,企业资产管理系统EAM,75,IBM,1.3.3,生产制造,1
+134,朗坤智慧,1.3.3.5,企业资产管理系统EAM,97,General Electric,1.3.3,生产制造,1
+135,浪潮,1.1.3,工业服务器,86,Dell EMC,1.1,工业自动化,1
+117,格创东智,2.1.1.4,组态建模工具,85,Dassault,2.1.1,开发工具,1
+135,浪潮,2.1.3.4,应用管理服务,106,阿里巴巴,2.1.3,工业物联网,1
+135,浪潮,1.3.2.1,供应链管理SCM,170,Pseudo1,1,供给,1
+117,格创东智,2.1.1.4,组态建模工具,148,腾讯,2.1.1,开发工具,1
+135,浪潮,1.3.4.1,企业资源计划ERP,81,SAP,1.3.4,企业运营管理,1
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+135,浪潮,2.1.3.2,平台基础服务,73,FANUC,2.1.3,工业物联网,1
+135,浪潮,2.1.3.3,工业引擎服务,108,百度,2.1.3,工业物联网,1
+117,格创东智,2.1.1.2,低代码开发工具,106,阿里巴巴,2.1.1,开发工具,1
+116,概伦电子,1.3.1.7,电子设计自动化EDA,39,Autodesk,1.3.1,设计研发,1
+150,唯捷创芯,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,1
+149,天泽智云,2.1.2.3,研发仿真模型,58,用友,2.1.2,工业模型库,1
+146,苏州浩辰,1.3.1.1,计算机辅助设计CAD,100,Synopsys,1.3.1,设计研发,1
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+149,天泽智云,2.1.2.3,研发仿真模型,79,PTC,2.1.2,工业模型库,1
+145,思普软件,1.3.1.4,计算机辅助工艺过程设计CAPP,100,Synopsys,1.3.1,设计研发,1
+149,天泽智云,2.1.2.4,行业机理模型,159,徐工集团,2.1.2,工业模型库,1
+149,天泽智云,2.1.2.4,行业机理模型,58,用友,2.1.2,工业模型库,1
+149,天泽智云,2.1.2.4,行业机理模型,79,PTC,2.1.2,工业模型库,1
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+15,东软集团,1.3.3.5,企业资产管理系统EAM,99,Siemens,1.3.3,生产制造,1
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+143,沈阳自动化研究所,2.1.1.4,组态建模工具,85,Dassault,2.1.1,开发工具,1
+143,沈阳自动化研究所,2.1.1.5,数字孪生建模工具,80,Salesforce,2.1.1,开发工具,1
+144,树根互联,2.1.2.1,数据算法模型,79,PTC,2.1.2,工业模型库,1
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+131,九物互联,2.1.1.3,流程开发工具,85,Dassault,2.1.1,开发工具,1
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+13,东方国信,2.1.3.1,物联网服务,148,腾讯,2.1.3,工业物联网,1
+128,华伍股份,1.1.2,工业控制器,126,华为,1.1,工业自动化,1
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+129,华中数控,1.2.3,数据互通,97,General Electric,1.2,工业互联网网络,1
+13,东方国信,1.2.2,标识解析,126,华为,1.2,工业互联网网络,1
+13,东方国信,2.1.3.1,物联网服务,126,华为,2.1.3,工业物联网,1
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+127,华为海思,1.1.3,工业服务器,86,Dell EMC,1.1,工业自动化,1
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+13,东方国信,2.1.3.2,平台基础服务,126,华为,2.1.3,工业物联网,1
+13,东方国信,2.1.3.2,平台基础服务,148,腾讯,2.1.3,工业物联网,1
+13,东方国信,2.1.3.2,平台基础服务,97,General Electric,2.1.3,工业物联网,1
+13,东方国信,2.1.3.3,工业引擎服务,126,华为,2.1.3,工业物联网,1
+13,东方国信,2.1.3.3,工业引擎服务,73,FANUC,2.1.3,工业物联网,1
+128,华伍股份,1.1.2,工业控制器,106,阿里巴巴,1.1,工业自动化,1
+127,华为海思,1.1.1,工业计算芯片,86,Dell EMC,1.1,工业自动化,1
+117,格创东智,2.1.1.5,数字孪生建模工具,148,腾讯,2.1.1,开发工具,1
+123,海得控制,1.1.2,工业控制器,94,Mitsubishi,1.1,工业自动化,1
+119,广联达,1.3.1.1,计算机辅助设计CAD,99,Siemens,1.3.1,设计研发,1
+12,大唐软件,1.2.1,网络互联,106,阿里巴巴,1.2,工业互联网网络,1
+12,大唐软件,1.2.1,网络互联,126,华为,1.2,工业互联网网络,1
+12,大唐软件,1.2.1,网络互联,97,General Electric,1.2,工业互联网网络,1
+120,广州数控,1.2.3,数据互通,67,中国移动,1.2,工业互联网网络,1
+123,海得控制,1.1.2,工业控制器,105,Intel,1.1,工业自动化,1
+124,海尔,1.2.1,网络互联,106,阿里巴巴,1.2,工业互联网网络,1
+126,华为,2.3,边缘层,102,Amazon AWS,2,工业互联网平台,1
+124,海尔,1.2.1,网络互联,126,华为,1.2,工业互联网网络,1
+124,海尔,2.3,边缘层,98,Microsoft Azure,2,工业互联网平台,1
+125,华数机器人,1.2.3,数据互通,126,华为,1.2,工业互联网网络,1
+118,工邦邦,1.3.3.6,运维保障系统MRO,75,IBM,1.3.3,生产制造,1
+126,华为,2.1.1.5,数字孪生建模工具,85,Dassault,2.1.1,开发工具,1
+126,华为,2.2,IaaS,102,Amazon AWS,2,工业互联网平台,1
+13,东方国信,2.1.3.3,工业引擎服务,74,HoneyWell,2.1.3,工业物联网,1
+13,东方国信,2.1.3.3,工业引擎服务,97,General Electric,2.1.3,工业物联网,1
+13,东方国信,2.1.3.4,应用管理服务,126,华为,2.1.3,工业物联网,1
+13,东方国信,2.3.3,协议转换,124,海尔,2.3,边缘层,1
+13,东方国信,2.3.1,工业数据接入,95,Schneider,2.3,边缘层,1
+13,东方国信,2.3.2,边缘数据处理,124,海尔,2.3,边缘层,1
+13,东方国信,2.3.2,边缘数据处理,126,华为,2.3,边缘层,1
+13,东方国信,2.3.2,边缘数据处理,155,小米,2.3,边缘层,1
+13,东方国信,2.3.2,边缘数据处理,95,Schneider,2.3,边缘层,1
+13,东方国信,2.3.2,边缘数据处理,99,Siemens,2.3,边缘层,1
+13,东方国信,2.3.3,协议转换,155,小米,2.3,边缘层,1
+13,东方国信,2.1.3.4,应用管理服务,73,FANUC,2.1.3,工业物联网,1
+117,格创东智,2.1.4.2.2,数据安全管理,79,PTC,2.1.4.2,工业大数据管理,1
+130,金蝶,1.3.2,采购供应,170,Pseudo1,1,供给,1
+117,格创东智,2.1.4.2.1,数据质量管理,81,SAP,2.1.4.2,工业大数据管理,1
+130,金蝶,1.3.4.1,企业资源计划ERP,77,Oracle,1.3.4,企业运营管理,1
+117,格创东智,2.1.4.1.1,关系型数据库,81,SAP,2.1.4.1,工业大数据存储,1
+130,金蝶,1.3.5,仓储物流,170,Pseudo1,1,供给,1
+13,东方国信,2.3.1,工业数据接入,155,小米,2.3,边缘层,1
+13,东方国信,2.3.1,工业数据接入,126,华为,2.3,边缘层,1
+13,东方国信,2.3.1,工业数据接入,124,海尔,2.3,边缘层,1
+13,东方国信,2.1.4.2.1,数据质量管理,81,SAP,2.1.4.2,工业大数据管理,1
+13,东方国信,2.1.4.1.4,时序数据库,81,SAP,2.1.4.1,工业大数据存储,1
+13,东方国信,2.1.4.1.4,时序数据库,79,PTC,2.1.4.1,工业大数据存储,1
+13,东方国信,2.1.4.1.2,分布式数据库,79,PTC,2.1.4.1,工业大数据存储,1
+13,东方国信,2.1.3.7,制造类API,97,General Electric,2.1.3,工业物联网,1
+13,东方国信,2.1.3.7,制造类API,126,华为,2.1.3,工业物联网,1
+13,东方国信,2.1.3.6,微服务,73,FANUC,2.1.3,工业物联网,1
+13,东方国信,2.1.3.6,微服务,148,腾讯,2.1.3,工业物联网,1
+13,东方国信,2.1.3.6,微服务,126,华为,2.1.3,工业物联网,1
+13,东方国信,2.1.3.6,微服务,106,阿里巴巴,2.1.3,工业物联网,1
+13,东方国信,2.1.3.5,容器服务,73,FANUC,2.1.3,工业物联网,1
+13,东方国信,2.1.3.5,容器服务,148,腾讯,2.1.3,工业物联网,1
+13,东方国信,2.1.3.5,容器服务,108,百度,2.1.3,工业物联网,1
+13,东方国信,2.1.3.5,容器服务,106,阿里巴巴,2.1.3,工业物联网,1
+150,唯捷创芯,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,1
+153,武汉开目,1.3.1.1,计算机辅助设计CAD,100,Synopsys,1.3.1,设计研发,1
+33,蓝谷信息,2.1.2.3,研发仿真模型,84,Bosch,2.1.2,工业模型库,1
+23,和利时,1.3.3.4,可编程逻揖控制系统PLC,99,Siemens,1.3.3,生产制造,1
+22,航天云网,2.3.3,协议转换,95,Schneider,2.3,边缘层,1
+23,和利时,1.3.3.1,制造执行系统MES,75,IBM,1.3.3,生产制造,1
+23,和利时,1.3.3.1,制造执行系统MES,99,Siemens,1.3.3,生产制造,1
+23,和利时,1.3.3.2,分布式控制系统DCS,75,IBM,1.3.3,生产制造,1
+23,和利时,1.3.3.3,数据采集与监视控制系统SCADA,75,IBM,1.3.3,生产制造,1
+23,和利时,1.3.3.3,数据采集与监视控制系统SCADA,99,Siemens,1.3.3,生产制造,1
+115,富士康,1.1.3,工业服务器,105,Intel,1.1,工业自动化,1
+22,航天云网,2.3.3,协议转换,126,华为,2.3,边缘层,1
+113,飞腾信息,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,1
+23,和利时,2.1.3.6,微服务,148,腾讯,2.1.3,工业物联网,1
+23,和利时,2.3.1,工业数据接入,99,Siemens,2.3,边缘层,1
+23,和利时,2.3.2,边缘数据处理,124,海尔,2.3,边缘层,1
+23,和利时,2.3.2,边缘数据处理,99,Siemens,2.3,边缘层,1
+23,和利时,2.3.3,协议转换,124,海尔,2.3,边缘层,1
+1,51WORLD,2.1.1.5,数字孪生建模工具,148,腾讯,2.1.1,开发工具,1
+22,航天云网,2.3.2,边缘数据处理,84,Bosch,2.3,边缘层,1
+23,和利时,2.3.3,协议转换,84,Bosch,2.3,边缘层,1
+22,航天云网,2.1.3.5,容器服务,108,百度,2.1.3,工业物联网,1
+22,航天云网,2.1.3.1,物联网服务,97,General Electric,2.1.3,工业物联网,1
+22,航天云网,2.1.3.2,平台基础服务,126,华为,2.1.3,工业物联网,1
+22,航天云网,2.1.3.3,工业引擎服务,106,阿里巴巴,2.1.3,工业物联网,1
+22,航天云网,2.1.3.4,应用管理服务,108,百度,2.1.3,工业物联网,1
+22,航天云网,2.1.3.4,应用管理服务,97,General Electric,2.1.3,工业物联网,1
+22,航天云网,2.1.3.5,容器服务,106,阿里巴巴,2.1.3,工业物联网,1
+22,航天云网,2.1.3.6,微服务,126,华为,2.1.3,工业物联网,1
+22,航天云网,2.3.2,边缘数据处理,155,小米,2.3,边缘层,1
+22,航天云网,2.1.3.6,微服务,148,腾讯,2.1.3,工业物联网,1
+22,航天云网,2.1.3.6,微服务,97,General Electric,2.1.3,工业物联网,1
+22,航天云网,2.1.3.7,制造类API,74,HoneyWell,2.1.3,工业物联网,1
+22,航天云网,2.3.1,工业数据接入,155,小米,2.3,边缘层,1
+22,航天云网,2.3.1,工业数据接入,84,Bosch,2.3,边缘层,1
+22,航天云网,2.3.1,工业数据接入,99,Siemens,2.3,边缘层,1
+23,和利时,2.3.3,协议转换,126,华为,2.3,边缘层,1
+23,和利时,2.3.3,协议转换,95,Schneider,2.3,边缘层,1
+153,武汉开目,1.3.1.1,计算机辅助设计CAD,39,Autodesk,1.3.1,设计研发,1
+31,昆仑数据,2.1.4.1.3,实时数据库,79,PTC,2.1.4.1,工业大数据存储,1
+3,艾克斯特,1.3.1.6,产品生命周期管理PLM,39,Autodesk,1.3.1,设计研发,1
+3,艾克斯特,1.3.1.6,产品生命周期管理PLM,85,Dassault,1.3.1,设计研发,1
+3,艾克斯特,1.3.1.6,产品生命周期管理PLM,99,Siemens,1.3.1,设计研发,1
+3,艾克斯特,1.3.4.1,企业资源计划ERP,80,Salesforce,1.3.4,企业运营管理,1
+31,昆仑数据,1.3.3.3,数据采集与监视控制系统SCADA,75,IBM,1.3.3,生产制造,1
+31,昆仑数据,2.1.4.1.1,关系型数据库,81,SAP,2.1.4.1,工业大数据存储,1
+31,昆仑数据,2.1.4.2.1,数据质量管理,79,PTC,2.1.4.2,工业大数据管理,1
+26,寄云科技,2.1.3.7,制造类API,74,HoneyWell,2.1.3,工业物联网,1
+32,兰光创新,1.2.3,数据互通,97,General Electric,1.2,工业互联网网络,1
+33,蓝谷信息,2.1.2.1,数据算法模型,81,SAP,2.1.2,工业模型库,1
+33,蓝谷信息,2.1.2.2,业务流程模型,58,用友,2.1.2,工业模型库,1
+33,蓝谷信息,2.1.2.2,业务流程模型,79,PTC,2.1.2,工业模型库,1
+33,蓝谷信息,2.1.2.2,业务流程模型,81,SAP,2.1.2,工业模型库,1
+33,蓝谷信息,2.1.2.3,研发仿真模型,159,徐工集团,2.1.2,工业模型库,1
+3,艾克斯特,1.3.1.4,计算机辅助工艺过程设计CAPP,99,Siemens,1.3.1,设计研发,1
+26,寄云科技,2.1.3.7,制造类API,73,FANUC,2.1.3,工业物联网,1
+119,广联达,1.3.1.1,计算机辅助设计CAD,93,Cadence,1.3.1,设计研发,1
+26,寄云科技,2.1.3.2,平台基础服务,73,FANUC,2.1.3,工业物联网,1
+24,华大电子,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,1
+24,华大电子,1.1.1,工业计算芯片,126,华为,1.1,工业自动化,1
+25,华大九天,1.3.1.7,电子设计自动化EDA,100,Synopsys,1.3.1,设计研发,1
+25,华大九天,1.3.1.7,电子设计自动化EDA,85,Dassault,1.3.1,设计研发,1
+26,寄云科技,2.1.3.1,物联网服务,148,腾讯,2.1.3,工业物联网,1
+26,寄云科技,2.1.3.2,平台基础服务,126,华为,2.1.3,工业物联网,1
+26,寄云科技,2.1.3.3,工业引擎服务,108,百度,2.1.3,工业物联网,1
+26,寄云科技,2.1.3.6,微服务,73,FANUC,2.1.3,工业物联网,1
+26,寄云科技,2.1.3.4,应用管理服务,126,华为,2.1.3,工业物联网,1
+26,寄云科技,2.1.3.4,应用管理服务,97,General Electric,2.1.3,工业物联网,1
+26,寄云科技,2.1.3.5,容器服务,126,华为,2.1.3,工业物联网,1
+26,寄云科技,2.1.3.5,容器服务,97,General Electric,2.1.3,工业物联网,1
+26,寄云科技,2.1.3.6,微服务,106,阿里巴巴,2.1.3,工业物联网,1
+26,寄云科技,2.1.3.6,微服务,126,华为,2.1.3,工业物联网,1
+22,航天云网,2.1.3.1,物联网服务,126,华为,2.1.3,工业物联网,1
+22,航天云网,2.1.1.5,数字孪生建模工具,80,Salesforce,2.1.1,开发工具,1
+22,航天云网,2.1.1.5,数字孪生建模工具,106,阿里巴巴,2.1.1,开发工具,1
+163,优也科技,2.1.4.2.2,数据安全管理,79,PTC,2.1.4.2,工业大数据管理,1
+161,研华科技,2.3.2,边缘数据处理,155,小米,2.3,边缘层,1
+161,研华科技,2.3.2,边缘数据处理,84,Bosch,2.3,边缘层,1
+161,研华科技,2.3.2,边缘数据处理,95,Schneider,2.3,边缘层,1
+161,研华科技,2.3.3,协议转换,124,海尔,2.3,边缘层,1
+163,优也科技,2.1.4.1.1,关系型数据库,81,SAP,2.1.4.1,工业大数据存储,1
+163,优也科技,2.1.4.1.4,时序数据库,81,SAP,2.1.4.1,工业大数据存储,1
+163,优也科技,2.1.4.2.2,数据安全管理,81,SAP,2.1.4.2,工业大数据管理,1
+161,研华科技,2.3.1,工业数据接入,84,Bosch,2.3,边缘层,1
+164,震坤行,1.3.3.6,运维保障系统MRO,75,IBM,1.3.3,生产制造,1
+164,震坤行,1.3.3.6,运维保障系统MRO,99,Siemens,1.3.3,生产制造,1
+165,智能云科,2.1.2.1,数据算法模型,58,用友,2.1.2,工业模型库,1
+165,智能云科,2.1.2.2,业务流程模型,159,徐工集团,2.1.2,工业模型库,1
+165,智能云科,2.1.2.2,业务流程模型,58,用友,2.1.2,工业模型库,1
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+161,研华科技,2.3.2,边缘数据处理,124,海尔,2.3,边缘层,1
+161,研华科技,2.3.1,工业数据接入,126,华为,2.3,边缘层,1
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+154,西格数据,2.1.4.1.2,分布式数据库,79,PTC,2.1.4.1,工业大数据存储,1
+154,西格数据,2.1.4.2.2,数据安全管理,81,SAP,2.1.4.2,工业大数据管理,1
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+156,芯禾科技,1.3.1.7,电子设计自动化EDA,85,Dassault,1.3.1,设计研发,1
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+161,研华科技,2.3.1,工业数据接入,124,海尔,2.3,边缘层,1
+16,东土科技,2.3.1,工业数据接入,124,海尔,2.3,边缘层,1
+16,东土科技,2.3.1,工业数据接入,126,华为,2.3,边缘层,1
+16,东土科技,2.3.1,工业数据接入,84,Bosch,2.3,边缘层,1
+16,东土科技,2.3.1,工业数据接入,95,Schneider,2.3,边缘层,1
+16,东土科技,2.3.2,边缘数据处理,84,Bosch,2.3,边缘层,1
+16,东土科技,2.3.2,边缘数据处理,99,Siemens,2.3,边缘层,1
+165,智能云科,2.1.2.2,业务流程模型,84,Bosch,2.1.2,工业模型库,1
+165,智能云科,2.1.2.3,研发仿真模型,79,PTC,2.1.2,工业模型库,1
+165,智能云科,2.1.2.4,行业机理模型,159,徐工集团,2.1.2,工业模型库,1
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+20,海基科技,1.3.1.2,计算机辅助工程CAE,93,Cadence,1.3.1,设计研发,1
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+22,航天云网,1.2.2,标识解析,106,阿里巴巴,1.2,工业互联网网络,1
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+22,航天云网,2.1.1.3,流程开发工具,148,腾讯,2.1.1,开发工具,1
+22,航天云网,2.1.1.3,流程开发工具,85,Dassault,2.1.1,开发工具,1
+168,中控技术,2.3.3,协议转换,99,Siemens,2.3,边缘层,1
+168,中控技术,2.3.3,协议转换,84,Bosch,2.3,边缘层,1
+168,中控技术,2.3.3,协议转换,124,海尔,2.3,边缘层,1
+168,中控技术,2.3.2,边缘数据处理,99,Siemens,2.3,边缘层,1
+168,中控技术,2.3.2,边缘数据处理,95,Schneider,2.3,边缘层,1
+168,中控技术,2.3.2,边缘数据处理,155,小米,2.3,边缘层,1
+168,中控技术,2.3.2,边缘数据处理,124,海尔,2.3,边缘层,1
+168,中控技术,2.3.1,工业数据接入,99,Siemens,2.3,边缘层,1
+168,中控技术,2.3.1,工业数据接入,84,Bosch,2.3,边缘层,1
+168,中控技术,2.3.1,工业数据接入,155,小米,2.3,边缘层,1
+168,中控技术,1.3.3.2,分布式控制系统DCS,97,General Electric,1.3.3,生产制造,1
+168,中控技术,1.3.3.1,制造执行系统MES,97,General Electric,1.3.3,生产制造,1
+168,中控技术,1.1.2,工业控制器,86,Dell EMC,1.1,工业自动化,1
+168,中控技术,1.1.2,工业控制器,105,Intel,1.1,工业自动化,1
+167,中环股份,1.1.1,工业计算芯片,106,阿里巴巴,1.1,工业自动化,1
+166,中国电子科技网络信息安全,1.2.3,数据互通,106,阿里巴巴,1.2,工业互联网网络,1
+165,智能云科,2.1.2.4,行业机理模型,81,SAP,2.1.2,工业模型库,1
+22,航天云网,2.3.3,协议转换,84,Bosch,2.3,边缘层,1
diff --git a/analysis/count_dcp_network20230407.png b/analysis/dissertation_count_dcp_network20230407.png
similarity index 100%
rename from analysis/count_dcp_network20230407.png
rename to analysis/dissertation_count_dcp_network20230407.png
diff --git a/analysis/count_dcp_network20230526_de.png b/analysis/dissertation_count_dcp_network20230526_de.png
similarity index 100%
rename from analysis/count_dcp_network20230526_de.png
rename to analysis/dissertation_count_dcp_network20230526_de.png
diff --git a/analysis/dissertation_count_dcp_prod.csv b/analysis/dissertation_count_dcp_prod.csv
new file mode 100644
index 0000000..ab522b0
--- /dev/null
+++ b/analysis/dissertation_count_dcp_prod.csv
@@ -0,0 +1,98 @@
+up_id_product,up_name_product,down_id_product,down_name_product,count
+1.4,工业互联网安全,1,供给,118
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+1.4.5,数据安全,1.4,工业互联网安全,92
+1.4.2,控制安全,1.4,工业互联网安全,92
+2.1,PaaS,2,工业互联网平台,77
+1.4.4.5,安全态势感知,1.4.4,平台安全,76
+1.3.2.1,供应链管理SCM,1.3.2,采购供应,76
+1.3.2,采购供应,1.3,工业软件,74
+1.3.5,仓储物流,1.3,工业软件,72
+1.1.1,工业计算芯片,1.1,工业自动化,67
+1.4.5.8,数据加密,1.4.5,数据安全,50
+1.4.5.1,恶意代码检测系统,1.4.5,数据安全,50
+1.4.3.6,沙箱类设备,1.4.3,网络安全,50
+1.4.2.7,工控原生安全,1.4.2,控制安全,50
+1.4.2.3,工控漏洞扫描,1.4.2,控制安全,50
+1.4.1,设备安全,1.4,工业互联网安全,50
+1.4.3.2,流量检测,1.4.3,网络安全,50
+2.3.3,协议转换,2.3,边缘层,37
+1.3.2.1,供应链管理SCM,1.3,工业软件,37
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+2.1.3.6,微服务,2.1.3,工业物联网,33
+2.3.2,边缘数据处理,2.3,边缘层,30
+2.1.3.4,应用管理服务,2.1.3,工业物联网,30
+2.1.2.4,行业机理模型,2.1.2,工业模型库,30
+2.1.2.2,业务流程模型,2.1.2,工业模型库,28
+2.1.3.7,制造类API,2.1.3,工业物联网,28
+1.3.1.1,计算机辅助设计CAD,1.3.1,设计研发,28
+2.1.2.1,数据算法模型,2.1.2,工业模型库,27
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+2.1.3.1,物联网服务,2.1.3,工业物联网,25
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+2.1.3.5,容器服务,2.1.3,工业物联网,24
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+2.1.1.2,低代码开发工具,2.1.1,开发工具,23
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+2.1.3.3,工业引擎服务,2.1.3,工业物联网,23
+1.4.5.1,恶意代码检测系统,1.4,工业互联网安全,21
+1.4.5.8,数据加密,1.4,工业互联网安全,21
+1.4.2.3,工控漏洞扫描,1.4,工业互联网安全,21
+2.1.3.2,平台基础服务,2.1.3,工业物联网,21
+1.4.2.7,工控原生安全,1.4,工业互联网安全,21
+1.4.3,网络安全,1,供给,21
+1.3.1.4,计算机辅助工艺过程设计CAPP,1.3.1,设计研发,20
+1.4.5,数据安全,1,供给,19
+1.4.2,控制安全,1,供给,19
+2.1.2.3,研发仿真模型,2.1.2,工业模型库,18
+2.1.1.5,数字孪生建模工具,2.1.1,开发工具,18
+1.3.1.6,产品生命周期管理PLM,1.3.1,设计研发,18
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+2.1.1.1,算法建模工具,2.1.1,开发工具,15
+2.1.1.4,组态建模工具,2.1.1,开发工具,14
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+1.2.2,标识解析,1.2,工业互联网网络,13
+1.2.1,网络互联,1.2,工业互联网网络,13
+2.1.1.3,流程开发工具,2.1.1,开发工具,12
+1.3.1.7,电子设计自动化EDA,1.3.1,设计研发,12
+1.3.3.3,数据采集与监视控制系统SCADA,1.3.3,生产制造,11
+2,工业互联网平台,1,供给,10
+1.3.3.6,运维保障系统MRO,1.3.3,生产制造,10
+1.3.3.1,制造执行系统MES,1.3.3,生产制造,10
+1.4.4,平台安全,1.4,工业互联网安全,10
+1.4.1,设备安全,1,供给,9
+1.3.1,设计研发,1.3,工业软件,8
+1.3.3.4,可编程逻揖控制系统PLC,1.3.3,生产制造,7
+1.3.4.1,企业资源计划ERP,1.3.4,企业运营管理,6
+1.3.3.5,企业资产管理系统EAM,1.3.3,生产制造,6
+1.4.3.6,沙箱类设备,1,供给,6
+1.4.3.2,流量检测,1,供给,6
+1.4.5.1,恶意代码检测系统,1,供给,5
+1.4.4.5,安全态势感知,1.4,工业互联网安全,5
+2.1,PaaS,1,供给,5
+1.4.2.7,工控原生安全,1,供给,5
+1.3.1.5,产品数据管理PDM,1.3.1,设计研发,5
+1.4.5.8,数据加密,1,供给,5
+1.4.2.3,工控漏洞扫描,1,供给,5
+2.1.4.2.2,数据安全管理,2.1.4.2,工业大数据管理,5
+2.1.4.2.1,数据质量管理,2.1.4.2,工业大数据管理,5
+1.3,工业软件,1,供给,4
+2.1.4.1.4,时序数据库,2.1.4.1,工业大数据存储,4
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+2.2,IaaS,2,工业互联网平台,3
+2.1.4.1.1,关系型数据库,2.1.4.1,工业大数据存储,3
+2.1.4.1.2,分布式数据库,2.1.4.1,工业大数据存储,3
+2.1.4.1.3,实时数据库,2.1.4.1,工业大数据存储,3
+2.1.4.2,工业大数据管理,2.1.4,工业大数据,3
+1.3.1.3,计算机辅助制造CAM,1.3.1,设计研发,2
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+2.3.3,协议转换,2,工业互联网平台,1
+1.3.4.3,人力资源管理HRM,1.3.4,企业运营管理,1
+2.1.4.1,工业大数据存储,2.1.4,工业大数据,1
+1.3.3.7,故障预测与健康管理PHM,1.3.3,生产制造,1
+1.3.4,企业运营管理,1.3,工业软件,1
+1.3.5,仓储物流,1,供给,1
+1.4.4.1,身份鉴别与访问控制,1.4.4,平台安全,1
+1.3.2.1,供应链管理SCM,1,供给,1
diff --git a/analysis/count_dcp_prod_network20230407.png b/analysis/dissertation_count_dcp_prod_network20230407.png
similarity index 100%
rename from analysis/count_dcp_prod_network20230407.png
rename to analysis/dissertation_count_dcp_prod_network20230407.png
diff --git a/analysis/dissertation_count_firm.csv b/analysis/dissertation_count_firm.csv
new file mode 100644
index 0000000..1caf1b0
--- /dev/null
+++ b/analysis/dissertation_count_firm.csv
@@ -0,0 +1,144 @@
+id_firm,Name,count
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+142,深信服,300
+41,启明星辰,200
+53,天融信,150
+106,阿里巴巴,146
+170,Pseudo1,125
+99,Siemens,120
+79,PTC,117
+130,金蝶,91
+13,东方国信,80
+135,浪潮,73
+23,和利时,71
+58,用友,62
+97,General Electric,54
+29,京东工业品,52
+63,长扬科技,50
+85,Dassault,50
+157,新华三,50
+140,山石网科,50
+148,腾讯,49
+102,Amazon AWS,47
+22,航天云网,46
+40,奇安信,39
+0,360科技,38
+98,Microsoft Azure,38
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+81,SAP,35
+74,HoneyWell,32
+100,Synopsys,29
+86,Dell EMC,28
+80,Salesforce,28
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+105,Intel,25
+49,数码大方,24
+47,首自信,24
+95,Schneider,22
+39,Autodesk,21
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+16,东土科技,20
+94,Mitsubishi,19
+75,IBM,19
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+155,小米,17
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+93,Cadence,13
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+82,Uptake,12
+78,OutSystems,12
+161,研华科技,12
+60,宇动源,11
+165,智能云科,11
+33,蓝谷信息,10
+42,山大华天,10
+67,中国移动,10
+131,九物互联,10
+38,牛刀,10
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+127,华为海思,8
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+68,中望软件,7
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+46,适创科技,6
+111,鼎捷软件,6
+89,Rockwell,6
+150,唯捷创芯,6
+169,中芯国际,6
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+167,中环股份,5
+129,华中数控,5
+43,神舟软件,5
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+77,Oracle,4
+123,海得控制,4
+145,思普软件,4
+35,凌昊智能,4
+163,优也科技,4
+24,华大电子,4
+32,兰光创新,4
+115,富士康,4
+147,拓邦股份,4
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+12,大唐软件,3
+64,中电智科,3
+90,Mentor Graphics,3
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+116,概伦电子,3
+166,中国电子科技网络信息安全,3
+119,广联达,3
+70,ABB,3
+20,海基科技,3
+65,中国电信,3
+72,ANSYS,3
+4,爱创科技,3
+36,龙芯中科,3
+44,圣邦微电子,3
+146,苏州浩辰,3
+14,东华软件,3
+83,Emerson,2
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+10,北京英贝思,2
+128,华伍股份,2
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+154,西格数据,2
+156,芯禾科技,2
+48,曙光信息,2
+50,索为系统,2
+141,上海新华控制,2
+61,元年科技,2
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+137,美林数据,2
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+109,宝信软件,1
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+66,中国联通,1
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diff --git a/analysis/dissertation_count_firm_prod.csv b/analysis/dissertation_count_firm_prod.csv
new file mode 100644
index 0000000..b3ab1fd
--- /dev/null
+++ b/analysis/dissertation_count_firm_prod.csv
@@ -0,0 +1,358 @@
+id_firm,name_firm,id_product,name_product,count
+126,华为,1.4,工业互联网安全,385
+142,深信服,1.4.3,网络安全,150
+41,启明星辰,1.4.5,数据安全,150
+142,深信服,1.4.2,控制安全,150
+170,Pseudo1,1,供给,125
+106,阿里巴巴,1.3,工业软件,67
+29,京东工业品,1.3,工业软件,52
+53,天融信,1.4.2.3,工控漏洞扫描,50
+41,启明星辰,1.4.3.2,流量检测,50
+23,和利时,1.4.2.7,工控原生安全,50
+63,长扬科技,1.4.4.5,安全态势感知,50
+157,新华三,1.4.1,设备安全,50
+53,天融信,1.4.5.8,数据加密,50
+140,山石网科,1.4.5.1,恶意代码检测系统,50
+135,浪潮,1.3.2.1,供应链管理SCM,50
+130,金蝶,1.3.5,仓储物流,50
+99,Siemens,2.1,PaaS,50
+53,天融信,1.4.3.6,沙箱类设备,50
+102,Amazon AWS,2,工业互联网平台,45
+130,金蝶,1.3.2,采购供应,40
+40,奇安信,1.4.4,平台安全,39
+0,360科技,1.4.4,平台安全,38
+98,Microsoft Azure,2,工业互联网平台,38
+58,用友,1.3.2,采购供应,36
+148,腾讯,2.1.3,工业物联网,32
+74,HoneyWell,2.1.3,工业物联网,30
+100,Synopsys,1.3.1,设计研发,29
+85,Dassault,1.3.1,设计研发,29
+86,Dell EMC,1.1,工业自动化,28
+99,Siemens,1.3.1,设计研发,27
+97,General Electric,2.1.3,工业物联网,27
+106,阿里巴巴,2.1.3,工业物联网,27
+126,华为,2.1.3,工业物联网,26
+105,Intel,1.1,工业自动化,25
+80,Salesforce,2.1.1,开发工具,25
+79,PTC,2.1.2,工业模型库,25
+108,百度,2.1.3,工业物联网,24
+84,Bosch,2.1.2,工业模型库,22
+58,用友,2.1.2,工业模型库,22
+39,Autodesk,1.3.1,设计研发,21
+97,General Electric,1.3.3,生产制造,21
+106,阿里巴巴,1.1,工业自动化,21
+85,Dassault,2.1.1,开发工具,21
+126,华为,1.1,工业自动化,21
+99,Siemens,1.3.3,生产制造,20
+99,Siemens,2.3,边缘层,20
+106,阿里巴巴,2.1.1,开发工具,19
+126,华为,2.3,边缘层,19
+75,IBM,1.3.3,生产制造,19
+94,Mitsubishi,1.1,工业自动化,19
+73,FANUC,2.1.3,工业物联网,18
+81,SAP,2.1.2,工业模型库,18
+95,Schneider,2.3,边缘层,18
+155,小米,2.3,边缘层,17
+148,腾讯,2.1.1,开发工具,17
+124,海尔,2.3,边缘层,16
+159,徐工集团,2.1.2,工业模型库,16
+126,华为,1.2,工业互联网网络,15
+93,Cadence,1.3.1,设计研发,13
+106,阿里巴巴,1.2,工业互联网网络,12
+84,Bosch,2.3,边缘层,12
+13,东方国信,2.1.3.7,制造类API,11
+13,东方国信,2.1.3.4,应用管理服务,11
+13,东方国信,2.1.3.5,容器服务,10
+79,PTC,2.1.3.2,平台基础服务,10
+67,中国移动,1.2,工业互联网网络,10
+79,PTC,2.1.3.1,物联网服务,9
+79,PTC,2.1.3.4,应用管理服务,9
+103,STMicroelectronics ,1.1.1,工业计算芯片,9
+13,东方国信,2.1.3.1,物联网服务,9
+13,东方国信,2.1.3.3,工业引擎服务,8
+79,PTC,2.1.3.5,容器服务,8
+79,PTC,2.1.4.1,工业大数据存储,7
+13,东方国信,2.1.3.6,微服务,7
+79,PTC,2.1.3.7,制造类API,7
+81,SAP,2.1.4.1,工业大数据存储,7
+81,SAP,2.1.4.2,工业大数据管理,7
+79,PTC,2.1.3.6,微服务,7
+79,PTC,2.3.3,协议转换,6
+79,PTC,2.1.3.3,工业引擎服务,6
+16,东土科技,2.3.1,工业数据接入,6
+150,唯捷创芯,1.1.1,工业计算芯片,6
+49,数码大方,1.3.1.1,计算机辅助设计CAD,6
+79,PTC,2.3.1,工业数据接入,6
+47,首自信,2.1.3.6,微服务,6
+56,芯愿景,1.1.1,工业计算芯片,6
+169,中芯国际,1.1.1,工业计算芯片,6
+97,General Electric,1.2,工业互联网网络,6
+46,适创科技,1.3.1.2,计算机辅助工程CAE,6
+47,首自信,2.1.2.1,数据算法模型,6
+13,东方国信,2.1.3.2,平台基础服务,6
+16,东土科技,1.1.3,工业服务器,5
+161,研华科技,2.3.3,协议转换,5
+16,东土科技,2.3.3,协议转换,5
+22,航天云网,2.1.3.6,微服务,5
+168,中控技术,2.3.3,协议转换,5
+13,东方国信,2.3.2,边缘数据处理,5
+22,航天云网,2.3.1,工业数据接入,5
+153,武汉开目,1.3.1.1,计算机辅助设计CAD,5
+69,紫光集团,1.1.1,工业计算芯片,5
+22,航天云网,2.3.3,协议转换,5
+127,华为海思,1.1.1,工业计算芯片,5
+6,安世亚太,2.1.2.1,数据算法模型,5
+79,PTC,2.1.4.2,工业大数据管理,5
+23,和利时,2.3.3,协议转换,5
+42,山大华天,1.3.1.1,计算机辅助设计CAD,5
+113,飞腾信息,1.1.1,工业计算芯片,5
+167,中环股份,1.1.1,工业计算芯片,5
+78,OutSystems,2.1.1.5,数字孪生建模工具,4
+32,兰光创新,1.2.3,数据互通,4
+68,中望软件,1.3.1.2,计算机辅助工程CAE,4
+78,OutSystems,2.1.1.2,低代码开发工具,4
+6,安世亚太,2.1.2.4,行业机理模型,4
+165,智能云科,2.1.2.2,业务流程模型,4
+24,华大电子,1.1.1,工业计算芯片,4
+62,云道智造,2.1.2.2,业务流程模型,4
+23,和利时,2.3.2,边缘数据处理,4
+16,东土科技,2.3.2,边缘数据处理,4
+6,安世亚太,2.1.2.3,研发仿真模型,4
+22,航天云网,2.1.3.4,应用管理服务,4
+71,Altair,1.3.1.2,计算机辅助工程CAE,4
+161,研华科技,2.3.2,边缘数据处理,4
+168,中控技术,2.3.2,边缘数据处理,4
+35,凌昊智能,1.1.3,工业服务器,4
+33,蓝谷信息,2.1.2.4,行业机理模型,4
+57,亚控科技,2.3.3,协议转换,4
+129,华中数控,1.1.2,工业控制器,4
+13,东方国信,2.3.1,工业数据接入,4
+104,Infineon,1.1.1,工业计算芯片,4
+131,九物互联,2.1.1.2,低代码开发工具,4
+95,Schneider,1.2.3,数据互通,4
+149,天泽智云,2.1.2.4,行业机理模型,4
+42,山大华天,1.3.1.4,计算机辅助工艺过程设计CAPP,4
+135,浪潮,2.1.3.7,制造类API,4
+117,格创东智,2.1.1.4,组态建模工具,4
+82,Uptake,2.1.2.4,行业机理模型,4
+57,亚控科技,2.3.2,边缘数据处理,4
+43,神舟软件,1.3.1.6,产品生命周期管理PLM,4
+145,思普软件,1.3.1.4,计算机辅助工艺过程设计CAPP,4
+123,海得控制,1.1.2,工业控制器,4
+38,牛刀,2.1.1.5,数字孪生建模工具,4
+149,天泽智云,2.1.2.3,研发仿真模型,4
+147,拓邦股份,1.1.2,工业控制器,4
+6,安世亚太,2.1.2.2,业务流程模型,4
+4,爱创科技,1.2.2,标识解析,3
+36,龙芯中科,1.1.1,工业计算芯片,3
+33,蓝谷信息,2.1.2.2,业务流程模型,3
+115,富士康,1.1.3,工业服务器,3
+49,数码大方,2.1.2.1,数据算法模型,3
+49,数码大方,1.3.3.1,制造执行系统MES,3
+23,和利时,2.1.3.6,微服务,3
+49,数码大方,2.1.2.2,业务流程模型,3
+64,中电智科,1.1.2,工业控制器,3
+49,数码大方,1.3.1.6,产品生命周期管理PLM,3
+49,数码大方,1.3.1.4,计算机辅助工艺过程设计CAPP,3
+47,首自信,2.1.2.4,行业机理模型,3
+47,首自信,2.1.1.2,低代码开发工具,3
+62,云道智造,2.1.2.4,行业机理模型,3
+117,格创东智,2.1.1.2,低代码开发工具,3
+60,宇动源,2.1.1.1,算法建模工具,3
+26,寄云科技,2.1.3.1,物联网服务,3
+117,格创东智,2.1.1.1,算法建模工具,3
+26,寄云科技,2.1.3.3,工业引擎服务,3
+44,圣邦微电子,1.1.1,工业计算芯片,3
+62,云道智造,1.3.1.2,计算机辅助工程CAE,3
+26,寄云科技,2.1.3.6,微服务,3
+6,安世亚太,1.3.1.2,计算机辅助工程CAE,3
+57,亚控科技,2.3.1,工业数据接入,3
+3,艾克斯特,1.3.1.4,计算机辅助工艺过程设计CAPP,3
+116,概伦电子,1.3.1.7,电子设计自动化EDA,3
+3,艾克斯特,1.3.1.6,产品生命周期管理PLM,3
+31,昆仑数据,1.3.3.3,数据采集与监视控制系统SCADA,3
+60,宇动源,2.1.1.2,低代码开发工具,3
+65,中国电信,1.2.1,网络互联,3
+23,和利时,2.3.1,工业数据接入,3
+68,中望软件,1.3.1.1,计算机辅助设计CAD,3
+87,Texas Instruments,1.1.1,工业计算芯片,3
+149,天泽智云,2.1.2.2,业务流程模型,3
+120,广州数控,1.2.3,数据互通,3
+146,苏州浩辰,1.3.1.1,计算机辅助设计CAD,3
+144,树根互联,2.1.2.4,行业机理模型,3
+22,航天云网,2.1.3.7,制造类API,3
+80,Salesforce,1.3.4,企业运营管理,3
+81,SAP,1.3.4,企业运营管理,3
+82,Uptake,2.1.2.1,数据算法模型,3
+82,Uptake,2.1.2.2,业务流程模型,3
+111,鼎捷软件,1.3.1.6,产品生命周期管理PLM,3
+135,浪潮,2.1.3.4,应用管理服务,3
+12,大唐软件,1.2.1,网络互联,3
+135,浪潮,2.1.3.3,工业引擎服务,3
+88,HPE,1.1.3,工业服务器,3
+89,Rockwell,1.1.2,工业控制器,3
+9,北京航天测控,1.3.3.6,运维保障系统MRO,3
+135,浪潮,1.1.3,工业服务器,3
+90,Mentor Graphics,1.3.1.7,电子设计自动化EDA,3
+131,九物互联,2.1.1.4,组态建模工具,3
+13,东方国信,1.2.2,标识解析,3
+101,Analog Devices,1.1.1,工业计算芯片,3
+127,华为海思,1.1.3,工业服务器,3
+153,武汉开目,1.3.1.4,计算机辅助工艺过程设计CAPP,3
+79,PTC,2.3.2,边缘数据处理,3
+161,研华科技,2.3.1,工业数据接入,3
+168,中控技术,1.3.3.2,分布式控制系统DCS,3
+22,航天云网,2.1.3.3,工业引擎服务,3
+72,ANSYS,1.3.1.2,计算机辅助工程CAE,3
+22,航天云网,1.2.2,标识解析,3
+20,海基科技,1.3.1.2,计算机辅助工程CAE,3
+119,广联达,1.3.1.1,计算机辅助设计CAD,3
+168,中控技术,2.3.1,工业数据接入,3
+79,PTC,1.3.1.4,计算机辅助工艺过程设计CAPP,3
+165,智能云科,2.1.2.1,数据算法模型,3
+79,PTC,1.3.1.6,产品生命周期管理PLM,3
+79,PTC,1.3.1.1,计算机辅助设计CAD,3
+166,中国电子科技网络信息安全,1.2.3,数据互通,3
+165,智能云科,2.1.2.4,行业机理模型,3
+58,用友,1.3.1.6,产品生命周期管理PLM,2
+117,格创东智,2.1.1.3,流程开发工具,2
+70,ABB,1.3.3.2,分布式控制系统DCS,2
+10,北京英贝思,1.3.3.5,企业资产管理系统EAM,2
+102,Amazon AWS,2.1.4,工业大数据,2
+99,Siemens,1.1.2,工业控制器,2
+74,HoneyWell,1.3.3.2,分布式控制系统DCS,2
+77,Oracle,1.3.3.6,运维保障系统MRO,2
+77,Oracle,1.3.4,企业运营管理,2
+49,数码大方,2.1.2.4,行业机理模型,2
+50,索为系统,1.3.1.5,产品数据管理PDM,2
+89,Rockwell,1.2.1,网络互联,2
+58,用友,1.2.2,标识解析,2
+78,OutSystems,2.1.1.1,算法建模工具,2
+56,芯愿景,1.3.1.7,电子设计自动化EDA,2
+111,鼎捷软件,1.3.4.1,企业资源计划ERP,2
+57,亚控科技,1.3.3.3,数据采集与监视控制系统SCADA,2
+78,OutSystems,2.1.1.3,流程开发工具,2
+61,元年科技,1.3.3.3,数据采集与监视控制系统SCADA,2
+83,Emerson,1.3.3.2,分布式控制系统DCS,2
+82,Uptake,2.1.2.3,研发仿真模型,2
+60,宇动源,2.1.1.5,数字孪生建模工具,2
+60,宇动源,2.1.1.4,组态建模工具,2
+62,云道智造,2.1.2.1,数据算法模型,2
+33,蓝谷信息,2.1.2.3,研发仿真模型,2
+48,曙光信息,1.2.2,标识解析,2
+22,航天云网,1.3.3.6,运维保障系统MRO,2
+26,寄云科技,2.1.3.2,平台基础服务,2
+144,树根互联,2.1.2.2,业务流程模型,2
+25,华大九天,1.3.1.7,电子设计自动化EDA,2
+23,和利时,1.3.3.3,数据采集与监视控制系统SCADA,2
+138,启明信息,1.3.1.5,产品数据管理PDM,2
+23,和利时,1.3.3.1,制造执行系统MES,2
+22,航天云网,2.3.2,边缘数据处理,2
+22,航天云网,2.1.3.5,容器服务,2
+14,东华软件,1.3.3.4,可编程逻揖控制系统PLC,2
+22,航天云网,2.1.3.1,物联网服务,2
+22,航天云网,2.1.1.5,数字孪生建模工具,2
+22,航天云网,2.1.1.3,流程开发工具,2
+22,航天云网,2.1.1.2,低代码开发工具,2
+22,航天云网,2.1.1.1,算法建模工具,2
+141,上海新华控制,1.3.3.2,分布式控制系统DCS,2
+26,寄云科技,2.1.3.5,容器服务,2
+2,706所,1.1.3,工业服务器,2
+124,海尔,1.2.1,网络互联,2
+168,中控技术,1.3.3.4,可编程逻揖控制系统PLC,2
+143,沈阳自动化研究所,2.1.1.2,低代码开发工具,2
+168,中控技术,1.1.2,工业控制器,2
+143,沈阳自动化研究所,2.1.1.3,流程开发工具,2
+164,震坤行,1.3.3.6,运维保障系统MRO,2
+163,优也科技,2.1.4.2.2,数据安全管理,2
+143,沈阳自动化研究所,2.1.1.4,组态建模工具,2
+156,芯禾科技,1.3.1.7,电子设计自动化EDA,2
+143,沈阳自动化研究所,2.1.1.5,数字孪生建模工具,2
+144,树根互联,2.1.2.1,数据算法模型,2
+15,东软集团,1.3.3.5,企业资产管理系统EAM,2
+149,天泽智云,2.1.2.1,数据算法模型,2
+26,寄云科技,2.1.3.4,应用管理服务,2
+144,树根互联,2.1.2.3,研发仿真模型,2
+26,寄云科技,2.1.3.7,制造类API,2
+135,浪潮,2.1.3.1,物联网服务,2
+117,格创东智,2.1.1.5,数字孪生建模工具,2
+134,朗坤智慧,1.3.3.5,企业资产管理系统EAM,2
+13,东方国信,2.3.3,协议转换,2
+38,牛刀,2.1.1.2,低代码开发工具,2
+38,牛刀,2.1.1.1,算法建模工具,2
+13,东方国信,2.1.4.1.4,时序数据库,2
+34,力控科技,1.3.3.3,数据采集与监视控制系统SCADA,2
+135,浪潮,2.1.3.2,平台基础服务,2
+128,华伍股份,1.1.2,工业控制器,2
+47,首自信,2.1.2.2,业务流程模型,2
+135,浪潮,2.1.3.5,容器服务,2
+135,浪潮,2.1.3.6,微服务,2
+131,九物互联,2.1.1.1,算法建模工具,2
+99,Siemens,1.2.1,网络互联,1
+13,东方国信,2.1.4.1.2,分布式数据库,1
+131,九物互联,2.1.1.3,流程开发工具,1
+111,鼎捷软件,1.3.3.1,制造执行系统MES,1
+129,华中数控,1.2.3,数据互通,1
+13,东方国信,2.1.4.2.1,数据质量管理,1
+126,华为,2.1.1.5,数字孪生建模工具,1
+130,金蝶,1.3.4.1,企业资源计划ERP,1
+96,Cisco,1.2.3,数据互通,1
+91,Moxa,1.2.1,网络互联,1
+132,科远智慧,1.3.3.2,分布式控制系统DCS,1
+133,蓝盾股份,1.4.4.1,身份鉴别与访问控制,1
+92,Omron,1.3.3.4,可编程逻揖控制系统PLC,1
+108,百度,2.2,IaaS,1
+14,东华软件,1.3.4.3,人力资源管理HRM,1
+125,华数机器人,1.2.3,数据互通,1
+139,容知日新,1.3.3.7,故障预测与健康管理PHM,1
+89,Rockwell,1.3.3.1,制造执行系统MES,1
+135,浪潮,1.3.4.1,企业资源计划ERP,1
+137,美林数据,2.1.4.2.1,数据质量管理,1
+137,美林数据,2.1.4.1.3,实时数据库,1
+84,Bosch,2.1.4,工业大数据,1
+135,浪潮,2.2,IaaS,1
+109,宝信软件,1.3.3.1,制造执行系统MES,1
+18,国能智深,1.3.3.2,分布式控制系统DCS,1
+154,西格数据,2.1.4.1.2,分布式数据库,1
+45,石化盈科,1.3.4.1,企业资源计划ERP,1
+115,富士康,2.1.4,工业大数据,1
+38,牛刀,2.1.1.3,流程开发工具,1
+38,牛刀,2.1.1.4,组态建模工具,1
+117,格创东智,2.1.4.2.1,数据质量管理,1
+117,格创东智,2.1.4.1.1,关系型数据库,1
+42,山大华天,1.3.1.3,计算机辅助制造CAM,1
+43,神舟软件,1.3.1.5,产品数据管理PDM,1
+45,石化盈科,1.3.3.1,制造执行系统MES,1
+45,石化盈科,2.1.4.1.2,分布式数据库,1
+31,昆仑数据,2.1.4.2.1,数据质量管理,1
+45,石化盈科,2.1.4.1.3,实时数据库,1
+45,石化盈科,2.1.4.1.4,时序数据库,1
+45,石化盈科,2.1.4.2.1,数据质量管理,1
+45,石化盈科,2.1.4.2.2,数据安全管理,1
+49,数码大方,2.1.2.3,研发仿真模型,1
+47,首自信,2.1.1.1,算法建模工具,1
+47,首自信,2.1.1.3,流程开发工具,1
+47,首自信,2.1.1.4,组态建模工具,1
+33,蓝谷信息,2.1.2.1,数据算法模型,1
+31,昆仑数据,2.1.4.1.3,实时数据库,1
+154,西格数据,2.1.4.2.2,数据安全管理,1
+70,ABB,1.3.3.4,可编程逻揖控制系统PLC,1
+163,优也科技,2.1.4.1.1,关系型数据库,1
+163,优也科技,2.1.4.1.4,时序数据库,1
+165,智能云科,2.1.2.3,研发仿真模型,1
+168,中控技术,1.3.3.1,制造执行系统MES,1
+47,首自信,2.1.2.3,研发仿真模型,1
+21,Hexagon,1.3.1.3,计算机辅助制造CAM,1
+22,航天云网,2.1.1.4,组态建模工具,1
+22,航天云网,2.1.3.2,平台基础服务,1
+23,和利时,1.3.3.2,分布式控制系统DCS,1
+31,昆仑数据,2.1.4.1.1,关系型数据库,1
+66,中国联通,1.2.1,网络互联,1
+23,和利时,1.3.3.4,可编程逻揖控制系统PLC,1
+118,工邦邦,1.3.3.6,运维保障系统MRO,1
+1,51WORLD,2.1.1.5,数字孪生建模工具,1
+62,云道智造,2.1.2.3,研发仿真模型,1
+117,格创东智,2.1.4.2.2,数据安全管理,1
+3,艾克斯特,1.3.4.1,企业资源计划ERP,1
+60,宇动源,2.1.1.3,流程开发工具,1
+126,华为,2.2,IaaS,1
diff --git a/analysis/dissertation_count_prod.csv b/analysis/dissertation_count_prod.csv
new file mode 100644
index 0000000..494f17d
--- /dev/null
+++ b/analysis/dissertation_count_prod.csv
@@ -0,0 +1,82 @@
+id_product,Name,count
+1.4,工业互联网安全,385
+2.1.3,工业物联网,184
+1.4.5,数据安全,150
+1.4.3,网络安全,150
+1.4.2,控制安全,150
+1,供给,125
+1.3,工业软件,119
+1.3.1,设计研发,119
+1.1,工业自动化,114
+2.1.2,工业模型库,103
+2.3,边缘层,102
+2,工业互联网平台,83
+2.1.1,开发工具,82
+1.4.4,平台安全,77
+1.3.2,采购供应,76
+1.1.1,工业计算芯片,67
+1.3.3,生产制造,60
+2.1,PaaS,50
+1.3.5,仓储物流,50
+1.3.2.1,供应链管理SCM,50
+1.4.5.8,数据加密,50
+1.4.5.1,恶意代码检测系统,50
+1.4.4.5,安全态势感知,50
+1.4.3.6,沙箱类设备,50
+1.4.3.2,流量检测,50
+1.4.2.7,工控原生安全,50
+1.4.2.3,工控漏洞扫描,50
+1.4.1,设备安全,50
+1.2,工业互联网网络,43
+2.3.3,协议转换,37
+2.3.1,工业数据接入,33
+2.1.3.6,微服务,33
+2.3.2,边缘数据处理,30
+2.1.2.4,行业机理模型,30
+2.1.3.4,应用管理服务,29
+1.3.1.1,计算机辅助设计CAD,28
+2.1.2.2,业务流程模型,28
+2.1.2.1,数据算法模型,27
+2.1.3.7,制造类API,27
+1.3.1.2,计算机辅助工程CAE,26
+2.1.3.1,物联网服务,25
+1.1.2,工业控制器,24
+2.1.3.5,容器服务,24
+2.1.3.3,工业引擎服务,23
+2.1.1.2,低代码开发工具,23
+1.1.3,工业服务器,23
+2.1.3.2,平台基础服务,21
+1.3.1.4,计算机辅助工艺过程设计CAPP,20
+2.1.2.3,研发仿真模型,18
+2.1.1.5,数字孪生建模工具,18
+1.3.1.6,产品生命周期管理PLM,18
+1.2.3,数据互通,17
+2.1.1.1,算法建模工具,15
+2.1.1.4,组态建模工具,14
+2.1.4.1,工业大数据存储,14
+1.3.3.2,分布式控制系统DCS,14
+1.2.2,标识解析,13
+1.2.1,网络互联,13
+2.1.4.2,工业大数据管理,12
+1.3.1.7,电子设计自动化EDA,12
+2.1.1.3,流程开发工具,12
+1.3.3.3,数据采集与监视控制系统SCADA,11
+1.3.3.1,制造执行系统MES,10
+1.3.3.6,运维保障系统MRO,10
+1.3.4,企业运营管理,8
+1.3.3.4,可编程逻揖控制系统PLC,7
+1.3.3.5,企业资产管理系统EAM,6
+1.3.4.1,企业资源计划ERP,6
+2.1.4.2.1,数据质量管理,5
+2.1.4.2.2,数据安全管理,5
+1.3.1.5,产品数据管理PDM,5
+2.1.4,工业大数据,4
+2.1.4.1.4,时序数据库,4
+2.1.4.1.1,关系型数据库,3
+2.1.4.1.2,分布式数据库,3
+2.1.4.1.3,实时数据库,3
+2.2,IaaS,3
+1.3.1.3,计算机辅助制造CAM,2
+1.3.3.7,故障预测与健康管理PHM,1
+1.4.4.1,身份鉴别与访问控制,1
+1.3.4.3,人力资源管理HRM,1
diff --git a/analysis/count_prod.xlsx b/analysis/dissertation_count_prod.xlsx
similarity index 100%
rename from analysis/count_prod.xlsx
rename to analysis/dissertation_count_prod.xlsx
diff --git a/analysis/count_prod_network20230406.png b/analysis/dissertation_count_prod_network20230406.png
similarity index 100%
rename from analysis/count_prod_network20230406.png
rename to analysis/dissertation_count_prod_network20230406.png
diff --git a/analysis/dissertation_count_prod_pie.png b/analysis/dissertation_count_prod_pie.png
new file mode 100644
index 0000000..b7e8737
Binary files /dev/null and b/analysis/dissertation_count_prod_pie.png differ
diff --git a/analysis/dissertation_g_bom_exp_id_1.png b/analysis/dissertation_g_bom_exp_id_1.png
new file mode 100644
index 0000000..7ff2bf1
Binary files /dev/null and b/analysis/dissertation_g_bom_exp_id_1.png differ
diff --git a/analysis/g_firm_sample_id_1.png b/analysis/dissertation_g_firm_sample_id_1.png
similarity index 100%
rename from analysis/g_firm_sample_id_1.png
rename to analysis/dissertation_g_firm_sample_id_1.png
diff --git a/analysis/dissertation_g_firm_sample_id_1_de.png b/analysis/dissertation_g_firm_sample_id_1_de.png
new file mode 100644
index 0000000..175abef
Binary files /dev/null and b/analysis/dissertation_g_firm_sample_id_1_de.png differ
diff --git a/analysis/g_bom_exp_id_1.png b/analysis/g_bom_exp_id_1.png
index 7ff2bf1..2763e2b 100644
Binary files a/analysis/g_bom_exp_id_1.png and b/analysis/g_bom_exp_id_1.png differ
diff --git a/analysis/g_firm_sample_id_1_de.png b/analysis/g_firm_sample_id_1_de.png
index 175abef..de74bae 100644
Binary files a/analysis/g_firm_sample_id_1_de.png and b/analysis/g_firm_sample_id_1_de.png differ
diff --git a/analysis_count.py b/analysis_count.py
index eb7e27c..9a8a70d 100644
--- a/analysis_count.py
+++ b/analysis_count.py
@@ -5,4 +5,4 @@ print(count)
 print(len(count['s_id'].unique()))
 count_max_ts = count.groupby('s_id')['ts'].max()
 print(count_max_ts.value_counts())
-print(count_max_ts.value_counts()/1593)
\ No newline at end of file
+print(count_max_ts.value_counts()/1593)
diff --git a/analysis_firm_network.py b/analysis_firm_network.py
index 5cd6beb..b2c17c2 100644
--- a/analysis_firm_network.py
+++ b/analysis_firm_network.py
@@ -6,7 +6,6 @@ plt.rcParams['font.sans-serif'] = 'SimHei'
 
 # count firm category
 count_firm = pd.read_csv("analysis\\count_firm.csv")
-count_firm = count_firm[count_firm['count'] > 4]
 print(count_firm.describe())
 
 count_dcp = pd.read_csv("analysis\\count_dcp.csv",
@@ -15,7 +14,7 @@ count_dcp = pd.read_csv("analysis\\count_dcp.csv",
                             'down_id_firm': str
                         })
 # print(count_dcp)
-count_dcp = count_dcp[count_dcp['count'] > 2]
+count_dcp = count_dcp[count_dcp['count'] > 20]
 
 list_firm = count_dcp['up_id_firm'].tolist(
 ) + count_dcp['down_id_firm'].tolist()
@@ -53,7 +52,6 @@ for _, row in count_dcp.iterrows():
             'up_name_product': row['up_name_product'],
             'down_id_product': row['down_id_product'],
             'down_name_product': row['down_name_product'],
-            # 'edge_label': f"{row['up_id_product']} {row['up_name_product']} - {row['down_id_product']} {row['down_name_product']}",
             'edge_label': f"{row['up_id_product']} - {row['down_id_product']}",
             'edge_width': k * (row['count'] - count_min),
             'count': row['count']
@@ -87,7 +85,7 @@ nx.draw(G_firm,
         pos,
         node_size=node_size,
         labels=node_label,
-        font_size=6,
+        font_size=8,
         width=3,
         edge_color=colors,
         edge_cmap=cmap,
@@ -96,7 +94,9 @@ nx.draw(G_firm,
 nx.draw_networkx_edge_labels(G_firm, pos, edge_label, font_size=6)
 sm = plt.cm.ScalarMappable(cmap=cmap, norm=plt.Normalize(vmin=vmin, vmax=vmax))
 sm._A = []
-position = fig.add_axes([0.9, 0.05, 0.01, 0.3])
-plt.colorbar(sm, fraction=0.01, cax=position)
-plt.savefig("analysis\\count_dcp_network20230526_de")
+position = fig.add_axes([0.95, 0.05, 0.01, 0.3])
+cb = plt.colorbar(sm, fraction=0.01, cax=position)
+cb.ax.tick_params(labelsize=10)
+cb.outline.set_visible(False)
+plt.savefig("analysis\\count_dcp_network")
 plt.close()
diff --git a/analysis_prod_network.py b/analysis_prod_network.py
index 6742eaf..95a8f12 100644
--- a/analysis_prod_network.py
+++ b/analysis_prod_network.py
@@ -1,8 +1,6 @@
 import pandas as pd
-import numpy as np
 import matplotlib.pyplot as plt
 import networkx as nx
-import math
 
 plt.rcParams['font.sans-serif'] = 'SimHei'
 
@@ -32,7 +30,7 @@ for code in G.nodes:
     index_list = count_prod[count_prod['id_product'] == code].index.tolist()
     index = index_list[0] if len(index_list) == 1 else -1
     node_attr['count'] = count_prod['count'].get(index, 0)
-    node_attr['node_size'] = 5 * count_prod['count'].get(index, 0)
+    node_attr['node_size'] = count_prod['count'].get(index, 0)
     node_attr['node_color'] = count_prod['count'].get(index, 0)
     labels_dict[code] = node_attr
 nx.set_node_attributes(G, labels_dict)
@@ -62,8 +60,10 @@ nx.draw(G,
 sm = plt.cm.ScalarMappable(cmap=cmap, norm=plt.Normalize(vmin=vmin, vmax=vmax))
 sm._A = []
 position = fig.add_axes([0.01, 0.05, 0.01, 0.3])
-plt.colorbar(sm, fraction=0.01, cax=position)
-# plt.savefig("analysis\\count_prod_network")
+cb = plt.colorbar(sm, fraction=0.01, cax=position)
+cb.ax.tick_params(labelsize=8)
+cb.outline.set_visible(False)
+plt.savefig("analysis\\count_prod_network")
 plt.close()
 
 # dcp_prod
@@ -72,13 +72,17 @@ count_dcp = pd.read_csv("analysis\\count_dcp.csv",
                             'up_id_firm': str,
                             'down_id_firm': str
                         })
-count_dcp_prod = count_dcp.groupby(['up_id_product','up_name_product', 'down_id_product', 'down_name_product'])['count'].sum()
+count_dcp_prod = count_dcp.groupby(
+    ['up_id_product',
+     'up_name_product',
+     'down_id_product',
+     'down_name_product'])['count'].sum()
 count_dcp_prod = count_dcp_prod.reset_index()
 count_dcp_prod.sort_values('count', inplace=True, ascending=False)
 count_dcp_prod.to_csv('analysis\\count_dcp_prod.csv',
-                       index=False,
-                       encoding='utf-8-sig')
-count_dcp_prod = count_dcp_prod[count_dcp_prod['count'] > 2]
+                      index=False,
+                      encoding='utf-8-sig')
+count_dcp_prod = count_dcp_prod[count_dcp_prod['count'] > 10]
 # print(count_dcp_prod)
 
 list_prod = count_dcp_prod['up_id_product'].tolist(
@@ -126,28 +130,7 @@ vmin = min(colors)
 vmax = max(colors)
 cmap = plt.cm.Blues
 
-# dct_row = {}
-# for node, p in pos.items():
-#     if p[1] not in dct_row.keys():
-#         dct_row[p[1]] = {node: p}
-#     else:
-#         dct_row[p[1]][node] = p
-# dct_row = dict(sorted(dct_row.items(), key=lambda d: d[0], reverse=True))
-# dct_up = dct_row[max(dct_row.keys())]
-# dct_up = dict(sorted(dct_up.items(), key=lambda d: d[1][0], reverse=True))
-# h = list(dct_row.keys())[0] - list(dct_row.keys())[1]
-# n = len(dct_up.items())
-# arr_h = np.linspace(list(dct_row.keys())[0]-h/2, list(dct_row.keys())[0]+2*h, num=n)
-# dct_up_new = {}
-# for index, (node, p) in enumerate(dct_up.items()):
-#     dct_up_new[node] = (p[0], arr_h[index])
-# pos_new = {}
-# for row, dct in dct_row.items():
-#     if row == list(dct_row.keys())[0]:
-#         pos_new.update(dct_up_new)
-#     else:
-#         pos_new.update(dct)
-pos_new ={}
+pos_new = {}
 for node, p in pos.items():
     pos_new[node] = (p[1], p[0])
 
@@ -157,8 +140,8 @@ nx.draw(g_bom,
         pos_new,
         node_size=50,
         labels=node_labels,
-        font_size=6,
-        width = 1.5,
+        font_size=5,
+        width=1.5,
         edge_color=colors,
         edge_cmap=cmap,
         edge_vmin=vmin,
@@ -170,7 +153,9 @@ axis.set_ylim([1.2*y for y in axis.get_ylim()])
 
 sm = plt.cm.ScalarMappable(cmap=cmap, norm=plt.Normalize(vmin=vmin, vmax=vmax))
 sm._A = []
-position=fig.add_axes([0.1, 0.4, 0.01, 0.2])
-plt.colorbar(sm, fraction=0.01, cax=position)
-# plt.savefig("analysis\\count_dcp_prod_network")
-plt.close()
\ No newline at end of file
+position = fig.add_axes([0.75, 0.1, 0.01, 0.3])
+cb = plt.colorbar(sm, fraction=0.01, cax=position)
+cb.ax.tick_params(labelsize=8)
+cb.outline.set_visible(False)
+plt.savefig("analysis\\count_dcp_prod_network")
+plt.close()
diff --git a/sum_result.py b/analysis_sum_result.py
similarity index 81%
rename from sum_result.py
rename to analysis_sum_result.py
index 73223fe..b56c6b4 100644
--- a/sum_result.py
+++ b/analysis_sum_result.py
@@ -10,20 +10,13 @@ Firm['Code'] = Firm['Code'].astype('string')
 Firm.fillna(0, inplace=True)
 BomNodes = pd.read_csv('BomNodes.csv', index_col=0)
 
-result = pd.read_sql(sql='select * from iiabmdb_dissertation.not_test_result where ts > 0;',
+with open('SQL_analysis_risk.sql', 'r') as f:
+    str_sql = f.read()
+result = pd.read_sql(sql=str_sql,
                      con=engine)
-lst_s_id = list(set(result['s_id'].to_list()))
-for s_id in lst_s_id:
-    query = pd.read_sql(
-        sql=f'select * from iiabmdb_dissertation.not_test_result where ts = 0 and s_id = {s_id};',
-        con=engine)
-    result = pd.concat([result, query])
-result.set_index('id', inplace=True)
-result.sort_index(inplace=True)
-result['id_firm'] = result['id_firm'].astype('string')
-# result.to_csv('analysis\\count.csv',
-#               index=False,
-#               encoding='utf-8-sig')
+result.to_csv('analysis\\count.csv',
+              index=False,
+              encoding='utf-8-sig')
 print(result)
 
 # G bom
@@ -31,7 +24,8 @@ plt.rcParams['font.sans-serif'] = 'SimHei'
 
 exp_id = 1
 G_bom_str = pd.read_sql(
-    sql=f'select g_bom from iiabmdb_dissertation.not_test_experiment where id = {exp_id};',
+    sql=f'select g_bom from iiabmdb.without_exp_experiment '
+        f'where id = {exp_id};',
     con=engine)['g_bom'].tolist()[0]
 G_bom = nx.adjacency_graph(json.loads(G_bom_str))
 pos = nx.nx_agraph.graphviz_layout(G_bom, prog="twopi", args="")
@@ -41,7 +35,7 @@ nx.draw_networkx_nodes(G_bom, pos)
 nx.draw_networkx_edges(G_bom, pos)
 nx.draw_networkx_labels(G_bom, pos, labels=node_labels, font_size=6)
 # plt.show()
-# plt.savefig(f"analysis\\g_bom_exp_id_{exp_id}.png")
+plt.savefig(f"analysis\\g_bom_exp_id_{exp_id}.png")
 plt.close()
 
 # G firm
@@ -49,7 +43,7 @@ plt.rcParams['font.sans-serif'] = 'SimHei'
 
 sample_id = 1
 G_firm_str = pd.read_sql(
-    sql=f'select g_firm from iiabmdb_dissertation.not_test_sample where id = {exp_id};',
+    sql=f'select g_firm from iiabmdb.without_exp_sample where id = {exp_id};',
     con=engine)['g_firm'].tolist()[0]
 G_firm = nx.adjacency_graph(json.loads(G_firm_str))
 pos = nx.nx_agraph.graphviz_layout(G_firm, prog="twopi", args="")
@@ -91,9 +85,9 @@ count_firm_prod.rename(columns={'Name': 'name_product'}, inplace=True)
 count_firm_prod = count_firm_prod[[
     'id_firm', 'name_firm', 'id_product', 'name_product', 'count'
 ]]
-# count_firm_prod.to_csv('analysis\\count_firm_prod.csv',
-#                        index=False,
-#                        encoding='utf-8-sig')
+count_firm_prod.to_csv('analysis\\count_firm_prod.csv',
+                       index=False,
+                       encoding='utf-8-sig')
 print(count_firm_prod)
 
 # count firm
@@ -107,9 +101,9 @@ count_firm = pd.merge(count_firm,
 count_firm.drop('Code', axis=1, inplace=True)
 count_firm.sort_values('count', inplace=True, ascending=False)
 count_firm = count_firm[['id_firm', 'Name', 'count']]
-# count_firm.to_csv('analysis\\count_firm.csv',
-#                   index=False,
-#                   encoding='utf-8-sig')
+count_firm.to_csv('analysis\\count_firm.csv',
+                  index=False,
+                  encoding='utf-8-sig')
 print(count_firm)
 
 # count product
@@ -123,14 +117,13 @@ count_prod = pd.merge(count_prod,
 count_prod.drop('Code', axis=1, inplace=True)
 count_prod.sort_values('count', inplace=True, ascending=False)
 count_prod = count_prod[['id_product', 'Name', 'count']]
-# count_prod.to_csv('analysis\\count_prod.csv',
-#                   index=False,
-#                   encoding='utf-8-sig')
+count_prod.to_csv('analysis\\count_prod.csv',
+                  index=False,
+                  encoding='utf-8-sig')
 print(count_prod)
 
 # DCP disruption causing probability
-result_disrupt_ts_above_0 = result[(result['ts'] > 0)
-                                   & (result['is_disrupted'] == 1)]
+result_disrupt_ts_above_0 = result[result['ts'] > 0]
 print(result_disrupt_ts_above_0)
 result_dcp = pd.DataFrame(columns=[
     's_id', 'up_id_firm', 'up_id_product', 'down_id_firm', 'down_id_product'
@@ -188,5 +181,5 @@ count_dcp = count_dcp[[
     'down_id_firm', 'down_name_firm', 'down_id_product', 'down_name_product',
     'count'
 ]]
-# count_dcp.to_csv('analysis\\count_dcp.csv', index=False, encoding='utf-8-sig')
+count_dcp.to_csv('analysis\\count_dcp.csv', index=False, encoding='utf-8-sig')
 print(count_dcp)
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