5.13 第一次爬虫和测试

 1 import requests
 2 from bs4 import BeautifulSoup
 3 
 4 count = 0
 5 for x in range(20):
 6     count += 1
 7     res_web = requests.get('https://www.baidu.com/')         (由于谷歌网站遭遇反爬虫,于是改为百度网站)
 8     print('第{}次的响应码为:{}'.format(count, res_web.status_code))
 9     bs_web = BeautifulSoup(res_web.text, 'html.parser')
10 
11 print('text, content的数值分别为:{},{}'.format(len(res_web.text),len(res_web.content)))

第1次的响应码为:200
第2次的响应码为:200
第3次的响应码为:200
第4次的响应码为:200
第5次的响应码为:200
第6次的响应码为:200
第7次的响应码为:200
第8次的响应码为:200
第9次的响应码为:200
第10次的响应码为:200
第11次的响应码为:200
第12次的响应码为:200
第13次的响应码为:200
第14次的响应码为:200
第15次的响应码为:200
第16次的响应码为:200
第17次的响应码为:200
第18次的响应码为:200
第19次的响应码为:200
第20次的响应码为:200
text, content的长度值分别为:2443,2443


import requests, csv
from bs4 import BeautifulSoup

res_univer = requests.get('http://www.zuihaodaxue.com/zuihaodaxuepaiming2017.html')
res_univer.encoding = 'utf-8'
bs_univer = BeautifulSoup(res_univer.text, 'html.parser')

list_all_univer = bs_univer.find_all('tr')[1:501]
count = 0
list_data = []

with open('university.csv', 'w', encoding='gbk') as file_1:
    writer = csv.writer(file_1)
    writer.writerow(['排名','学校名称','省市','总分','生源质量','培养结果','科研规模','科研质量','顶尖成果','顶尖人才','科技服务','成果转化','学生国际化'])
    for list_a_univer in list_all_univer:
        count += 1
        list_data.append(count)
        data = list_a_univer.find_all('td')
        for x in range(1,13):
            list_data.append(data[x].text)
        writer.writerow(list_data)
        list_data = []
      




 

 

 

排名,学校名称,省市,总分,生源质量,培养结果,科研规模,科研质量,顶尖成果,顶尖人才,科技服务,成果转化,学生国际化
1,清华大学,北京,94.0 ,100.0 ,97.70%,40938,1.381,1373,111,1263428,613524,7.04%
2,北京大学,北京,81.2 ,96.1 ,97.61%,39853,1.327,1137,90,470237,31652,6.16%
3,浙江大学,浙江,77.8 ,87.2 ,97.91%,44509,1.109,921,88,1107921,23240,4.67%
4,上海交通大学,上海,77.5 ,89.4 ,98.62%,44674,1.134,836,79,796668,94339,6.30%
5,复旦大学,上海,71.1 ,91.8 ,97.85%,28205,1.355,758,57,246629,6221,6.78%
6,中国科学技术大学,安徽,65.9 ,91.9 ,95.20%,20169,1.502,749,40,69617,0,1.02%
7,南京大学,江苏,65.3 ,87.1 ,98.60%,23308,1.344,610,34,408221,647,4.63%
8,华中科技大学,湖北,63.0 ,80.6 ,95.58%,26199,1.202,645,34,486917,5401,4.19%
9,中山大学,广东,62.7 ,81.1 ,92.77%,26422,1.247,565,46,212530,1373,4.15%
10,哈尔滨工业大学,黑龙江,61.6 ,76.4 ,95.20%,26672,1.005,550,23,1666191,4886,1.98%
11,同济大学,上海,60.8 ,86.2 ,97.55%,22594,0.962,392,31,376052,1575,6.40%
12,东南大学,江苏,59.8 ,80.5 ,98.95%,19585,1.063,449,22,566012,133261,4.30%
13,武汉大学,湖北,58.4 ,82.5 ,95.88%,21722,1.088,434,19,472419,1390,2.70%
14,北京航空航天大学,北京,58.3 ,85.5 ,98.80%,17704,0.92,301,10,1184932,0,3.64%
15,南开大学,天津,58.2 ,86.5 ,95.82%,11447,1.439,368,18,49020,1930,3.92%
16,四川大学,四川,57.4 ,74.5 ,96.43%,28729,0.922,372,19,973753,19015,1.60%
17,西安交通大学,陕西,57.4 ,82.2 ,97.43%,23313,1.025,385,14,307645,35398,2.64%
18,天津大学,天津,56.2 ,82.7 ,98.19%,19045,0.995,333,17,492429,9819,0.80%
19,华南理工大学,广东,56.1 ,75.6 ,99.03%,17411,1.159,412,21,276854,44887,2.75%
20,北京师范大学,北京,55.1 ,82.5 ,98.87%,11347,1.208,254,13,68055,63,5.47%
21,厦门大学,福建,55.0 ,81.5 ,95.40%,12607,1.264,314,14,137004,1825,3.37%
22,山东大学,山东,54.5 ,71.9 ,94.32%,25414,1.062,344,19,287692,38830,2.12%
23,大连理工大学,辽宁,54.1 ,74.0 ,95.03%,19744,0.978,360,29,311444,715,1.85%
24,吉林大学,吉林,53.9 ,72.3 ,94.05%,25536,0.946,381,18,258803,1654,2.83%
25,北京理工大学,北京,53.1 ,80.4 ,96.73%,13676,0.906,269,10,568301,28345,1.67%
26,中南大学,湖南,52.4 ,74.2 ,95.23%,22282,0.913,307,15,254709,3370,1.20%
27,对外经济贸易大学,北京,51.9 ,84.5 ,98.66%,667,0.962,7,2,0,0,15.99%
28,苏州大学,江苏,51.7 ,65.1 ,94.12%,14296,1.296,384,15,469018,1420,2.04%
29,中国人民大学,北京,51.7 ,90.0 ,96.45%,3104,1.11,51,4,3492,0,4.61%
30,西北工业大学,陕西,51.1 ,75.5 ,96.65%,13791,0.76,149,7,1155303,1910,1.90%
31,湖南大学,湖南,50.7 ,73.3 ,95.34%,12093,1.094,315,15,115330,1050,1.22%
32,华东理工大学,上海,50.0 ,70.7 ,96.38%,11133,1.168,252,11,206614,28017,1.38%
33,华东师范大学,上海,50.0 ,76.1 ,92.62%,7944,1.202,190,10,49185,760,3.48%
34,电子科技大学,四川,49.4 ,73.3 ,95.70%,12002,0.948,238,13,269879,5841,1.02%
35,重庆大学,重庆,49.3 ,72.0 ,95.72%,17882,0.818,240,5,431062,1118,1.35%
36,南京航空航天大学,江苏,49.1 ,70.8 ,99.76%,11886,0.792,176,12,529794,39436,2.38%
37,北京科技大学,北京,48.9 ,73.2 ,96.41%,13298,0.805,177,6,427419,700,3.11%
38,上海财经大学,上海,48.8 ,84.5 ,95.64%,966,1.07,16,1,0,0,4.89%
39,南京理工大学,江苏,48.0 ,70.7 ,98.32%,9817,0.876,175,7,407714,76200,0.80%
40,中国农业大学,北京,48.0 ,69.7 ,96.70%,11576,1.068,156,11,97796,2610,1.23%
41,北京交通大学,北京,47.4 ,73.4 ,98.03%,9987,0.762,162,5,0,1050,5.44%
42,北京化工大学,北京,47.1 ,65.8 ,98.49%,7943,1.14,188,9,246524,0,1.00%
43,首都医科大学,北京,47.1 ,71.0 ,94.90%,13528,0.862,99,4,18691,0,5.33%
44,福州大学,福建,46.7 ,65.9 ,93.58%,5424,1.282,176,8,92365,99620,0.02%
45,武汉理工大学,湖北,46.7 ,67.5 ,95.45%,7231,1.007,193,7,363146,1326,2.08%
46,中央财经大学,北京,46.7 ,84.4 ,95.45%,888,0.912,9,2,0,0,1.87%
47,北京邮电大学,北京,46.6 ,77.4 ,99.34%,6561,0.825,135,3,0,1600,0.92%
48,东华大学,上海,46.6 ,65.6 ,97.30%,5142,1.223,157,6,89109,3840,3.51%
49,华中师范大学,湖北,46.6 ,67.6 ,91.47%,3841,1.453,125,2,10497,13638,2.53%
50,上海大学,上海,46.5 ,63.5 ,99.07%,10364,0.998,184,7,394159,1265,1.45%
51,西安电子科技大学,陕西,46.2 ,70.3 ,98.20%,10135,0.809,178,7,190167,142,0.70%
52,北京协和医学院,北京,45.9 ,72.4 ,96.49%,6008,0.914,71,20,0,0,0.02%
53,天津医科大学,天津,45.7 ,71.4 ,88.23%,7110,0.843,55,2,5065,0,10.34%
54,华北电力大学,北京,45.5 ,72.1 ,97.60%,7698,0.855,94,4,179023,850,0.78%
55,东北大学,辽宁,45.3 ,67.2 ,95.30%,11303,0.74,143,8,360923,748,1.64%
56,东北师范大学,吉林,45.3 ,63.7 ,98.32%,4403,1.257,109,10,22634,0,1.07%
57,暨南大学,广东,45.2 ,70.9 ,97.03%,6346,0.879,70,3,41766,9303,3.54%
58,兰州大学,甘肃,45.0 ,66.3 ,90.32%,9818,1.05,154,9,51184,280,1.01%
59,江南大学,江苏,44.8 ,65.4 ,97.71%,7449,0.984,101,5,226447,7350,1.14%
60,南京医科大学,江苏,44.8 ,60.7 ,97.32%,9930,1.056,115,7,28976,0,3.66%
61,中国海洋大学,山东,44.7 ,69.0 ,94.35%,6762,0.981,103,3,115402,0,1.56%
62,上海外国语大学,上海,44.5 ,75.8 ,97.02%,119,0.69,0,0,0,0,8.23%
63,中国地质大学(北京),北京,44.3 ,63.9 ,95.02%,6108,1.136,169,3,104185,40,0.53%
64,西南财经大学,四川,44.1 ,76.7 ,95.04%,828,0.932,16,1,0,0,0.71%
65,中国地质大学(武汉),湖北,44.0 ,63.5 ,92.90%,6148,1.016,123,9,141034,310,2.26%
66,华中农业大学,湖北,43.9 ,61.4 ,96.35%,5998,1.159,76,10,40477,183,1.21%
67,南方医科大学,广东,43.9 ,64.9 ,95.87%,7716,0.819,57,3,20931,43650,5.71%
68,合肥工业大学,安徽,43.6 ,62.7 ,96.23%,6364,0.92,124,1,167243,146972,0.32%
69,中国医科大学,辽宁,43.5 ,69.5 ,92.50%,7536,0.789,48,1,40,0,4.34%
70,西南大学,重庆,43.4 ,59.9 ,95.36%,6870,1.116,153,7,67676,460,0.76%
71,南京农业大学,江苏,43.3 ,60.4 ,96.18%,7392,1.113,80,7,85250,7855,0.61%
72,中国药科大学,江苏,43.3 ,66.3 ,99.21%,5205,0.916,38,5,59763,1110,1.17%
73,中南财经政法大学,湖北,43.3 ,74.9 ,92.93%,285,0.999,6,0,0,0,0.41%
74,哈尔滨工程大学,黑龙江,43.2 ,67.5 ,94.95%,7884,0.722,110,3,151489,575,1.86%
75,中国石油大学(北京),北京,43.2 ,66.0 ,91.73%,6814,0.702,64,1,476541,2390,4.68%
76,浙江工业大学,浙江,43.0 ,64.7 ,95.12%,6249,0.837,87,4,232500,950,2.11%
77,东北财经大学,辽宁,42.9 ,70.3 ,95.06%,350,0.973,6,1,0,0,2.77%
78,河海大学,江苏,42.9 ,66.3 ,96.00%,6878,0.762,76,1,295445,377,1.48%
79,中国矿业大学,江苏,42.9 ,60.6 ,98.71%,10315,0.816,132,2,290646,1890,0.45%
80,北京工业大学,北京,42.8 ,64.3 ,98.75%,8454,0.668,91,3,237313,29310,1.48%
81,中国石油大学(华东),山东,42.8 ,63.6 ,97.30%,5674,0.696,59,3,435130,345,3.86%
82,广东外语外贸大学,广东,42.7 ,64.3 ,99.98%,395,1.158,12,0,0,0,1.64%
83,南京师范大学,江苏,42.4 ,59.2 ,95.08%,4768,1.047,99,7,153695,1840,1.53%
84,中国政法大学,北京,42.3 ,80.3 ,97.75%,204,0.467,1,0,2487,0,1.17%
85,北京中医药大学,北京,42.0 ,68.6 ,94.43%,2362,0.69,12,1,5214,0,6.22%
86,西南交通大学,四川,42.0 ,61.3 ,98.05%,7832,0.742,84,7,192190,60,1.15%
87,华南师范大学,广东,41.9 ,61.8 ,94.12%,5093,1.008,76,5,60305,1550,0.80%
88,中国传媒大学,北京,41.9 ,74.4 ,96.26%,329,0.64,5,0,5591,0,2.22%
89,北京林业大学,北京,41.7 ,66.3 ,94.64%,4798,0.818,40,5,56072,1310,0.47%
90,江苏大学,江苏,41.7 ,53.3 ,96.89%,10167,0.871,138,4,314233,6004,2.46%
91,深圳大学,广东,41.7 ,57.9 ,90.68%,4285,1.212,107,3,150289,345,0.68%
92,汕头大学,广东,41.6 ,61.1 ,99.57%,2382,1.078,32,4,7891,210,0.06%
93,首都经济贸易大学,北京,41.6 ,63.3 ,99.18%,298,0.992,10,1,0,0,2.98%
94,西北农林科技大学,陕西,41.6 ,60.1 ,95.78%,8121,0.925,86,3,51930,490,0.56%
95,浙江师范大学,浙江,41.5 ,57.8 ,96.02%,3507,1.163,82,2,15635,580,1.38%
96,安徽大学,安徽,41.3 ,62.5 ,94.87%,4744,0.932,86,0,82912,100,0.54%
97,大连医科大学,辽宁,41.2 ,61.7 ,92.74%,3214,0.735,22,4,3677,0,8.30%
98,浙江理工大学,浙江,41.2 ,59.2 ,98.09%,2773,1.079,52,1,54659,8791,0.69%
99,南京邮电大学,江苏,41.1 ,58.1 ,99.20%,3948,0.979,113,0,143611,13100,0.16%
100,华侨大学,福建,41.0 ,58.0 ,97.61%,2464,0.86,45,1,14934,12087,6.65%
101,宁波大学,浙江,41.0 ,58.9 ,96.22%,4699,0.833,52,4,28454,0,4.84%
102,西北大学,陕西,40.8 ,63.7 ,84.06%,5047,1.035,88,0,51355,0,0.91%
103,南京工业大学,江苏,40.7 ,53.9 ,91.46%,5886,1.001,123,7,315531,45468,0.04%
104,上海中医药大学,上海,40.7 ,53.7 ,96.58%,2608,0.865,11,1,23865,0,11.21%
105,陕西师范大学,陕西,40.3 ,61.8 ,91.51%,3945,0.956,44,2,21500,5110,0.59%
106,首都师范大学,北京,40.3 ,57.3 ,99.08%,3076,0.861,33,2,9918,0,4.46%
107,西交利物浦大学,江苏,40.3 ,56.5 ,98.53%,511,1.184,13,0,326,21,1.69%
108,杭州电子科技大学,浙江,40.1 ,58.7 ,97.17%,2523,0.928,67,2,60962,26421,0.18%
109,杭州师范大学,浙江,40.0 ,53.0 ,97.57%,3319,1.16,81,2,17318,0,0.64%
110,燕山大学,河北,40.0 ,64.0 ,91.86%,5719,0.65,40,1,255083,18729,0.30%
111,大连海事大学,辽宁,39.8 ,61.3 ,96.06%,2779,0.765,51,0,164880,80,1.44%
112,河北工业大学,河北,39.8 ,67.4 ,97.55%,2844,0.592,17,0,47773,15926,0.05%
113,南京信息工程大学,江苏,39.8 ,52.8 ,98.99%,4000,0.969,75,0,145319,21819,2.06%
114,中央民族大学,北京,39.7 ,63.2 ,88.64%,808,0.99,23,0,6293,0,1.37%
115,沈阳药科大学,辽宁,39.6 ,57.4 ,97.41%,2871,0.952,23,6,25186,1160,0.07%
116,天津财经大学,天津,39.5 ,67.9 ,97.01%,125,0.593,0,0,0,0,1.91%
117,哈尔滨医科大学,黑龙江,39.3 ,56.5 ,91.07%,5486,0.98,37,1,0,0,1.83%
118,浙江工商大学,浙江,39.1 ,60.5 ,97.24%,2086,0.752,28,0,20468,0,1.84%
119,长安大学,陕西,39.0 ,63.9 ,93.12%,4320,0.432,15,0,470922,28610,0.90%
120,湘潭大学,湖南,39.0 ,55.5 ,90.64%,3451,1.067,71,2,24814,774,0.23%
121,云南大学,云南,38.9 ,56.6 ,94.68%,3916,0.857,46,4,26626,0,1.29%
122,重庆医科大学,重庆,38.7 ,54.7 ,92.21%,6573,0.852,43,2,4807,4300,2.32%
123,南京财经大学,江苏,38.7 ,56.7 ,94.46%,421,1.08,11,1,769,35,0.10%
124,上海理工大学,上海,38.7 ,57.8 ,97.28%,4336,0.633,49,0,254726,2369,1.35%
125,湖北大学,湖北,38.6 ,57.3 ,91.77%,5631,0.828,61,2,29399,900,0.30%
126,湖南师范大学,湖南,38.6 ,61.3 ,87.96%,2654,0.886,34,0,23892,110,0.72%
127,扬州大学,江苏,38.5 ,49.2 ,98.56%,4664,0.919,66,3,113469,51049,1.06%
128,温州医科大学,浙江,38.3 ,51.8 ,95.80%,4361,0.876,37,1,1267,0,4.04%
129,浙江财经大学,浙江,38.3 ,57.9 ,98.61%,552,0.87,12,0,0,0,0.25%
130,安徽医科大学,安徽,38.2 ,55.7 ,93.45%,4407,0.833,29,1,5334,0,2.13%
131,福建医科大学,福建,38.2 ,58.6 ,97.06%,3249,0.68,16,2,1176,0,1.57%
132,广东工业大学,广东,38.1 ,53.9 ,97.38%,3206,0.866,60,1,99812,745,0.04%
133,广州医科大学,广东,37.9 ,55.0 ,96.77%,1316,0.912,14,1,5229,0,1.04%
134,河北医科大学,河北,37.9 ,58.5 ,93.85%,3410,0.654,17,0,0,600,3.26%
135,辽宁大学,辽宁,37.9 ,58.2 ,97.25%,1530,0.733,13,0,4426,932,1.64%
136,上海师范大学,上海,37.9 ,48.2 ,96.94%,2506,1.092,51,3,11593,60,1.24%
137,河北大学,河北,37.7 ,60.0 ,91.01%,3162,0.707,29,2,4731,8300,0.54%
138,华南农业大学,广东,37.7 ,52.4 ,94.64%,4689,0.89,39,2,63697,13030,0.21%
139,南昌大学,江西,37.6 ,51.8 ,88.04%,6389,0.881,78,3,97921,5780,1.24%
140,太原理工大学,山西,37.6 ,58.5 ,90.79%,4741,0.709,41,1,75194,3640,0.07%
141,南京审计大学,江苏,37.5 ,58.4 ,97.94%,249,0.777,3,0,0,0,0.16%
142,广西大学,广西,37.4 ,56.8 ,90.28%,4610,0.692,32,1,37056,1329,2.29%
143,山西大学,山西,37.3 ,53.7 ,85.69%,3409,1.002,72,3,17285,260,0.01%
144,郑州大学,河南,37.3 ,44.9 ,95.00%,11763,0.782,124,2,90846,7050,0.97%
145,广西医科大学,广西,37.1 ,52.6 ,95.96%,2979,0.849,24,0,0,0,1.46%
146,东北林业大学,黑龙江,37.0 ,57.7 ,92.06%,3758,0.668,19,0,41442,28356,0.35%
147,东北农业大学,黑龙江,36.9 ,54.8 ,95.45%,2568,0.766,15,0,15819,5800,0.86%
148,武汉科技大学,湖北,36.8 ,57.8 ,94.32%,2335,0.638,19,0,132434,5208,0.01%
149,石家庄铁道大学,河北,36.7 ,59.0 ,96.23%,1011,0.565,6,1,73125,1200,0.68%
150,渤海大学,辽宁,36.6 ,37.4 ,93.54%,1339,1.492,50,3,1100,0,1.61%
151,安徽师范大学,安徽,36.4 ,47.3 ,94.32%,1936,1.077,37,0,22131,210,0.35%
152,长沙理工大学,湖南,36.3 ,53.9 ,94.27%,2483,0.648,19,1,106515,56290,0.50%
153,福建师范大学,福建,36.3 ,50.0 ,97.31%,2951,0.811,39,1,11163,14288,0.44%
154,黑龙江大学,黑龙江,36.3 ,46.8 ,90.15%,2258,1.064,51,3,8208,387,1.59%
155,江西财经大学,江西,36.3 ,55.3 ,89.33%,854,0.883,23,1,0,0,0.09%
156,广州大学,广东,36.2 ,52.5 ,93.98%,2923,0.733,31,1,157112,2150,0.04%
157,北京工商大学,北京,36.1 ,54.4 ,96.68%,1097,0.722,9,0,37280,2985,0.09%
158,河北师范大学,河北,36.1 ,54.4 ,91.31%,2508,0.76,20,1,39798,2800,0.36%
159,三峡大学,湖北,36.1 ,50.9 ,92.32%,1924,0.812,26,0,87496,190,2.21%
160,天津师范大学,天津,36.1 ,51.4 ,88.83%,1414,0.921,23,2,6182,0,1.55%
161,温州大学,浙江,36.1 ,45.9 ,96.22%,2124,1.038,36,0,8012,100,0.69%
162,安徽工业大学,安徽,35.9 ,46.9 ,96.71%,2479,0.932,51,1,41005,1060,0.03%
163,河北科技大学,河北,35.9 ,53.5 ,97.35%,1434,0.669,20,1,68732,1250,0.06%
164,青岛大学,山东,35.8 ,45.9 ,91.82%,4613,0.889,87,3,27049,0,0.90%
165,辽宁工业大学,辽宁,35.7 ,34.3 ,94.33%,704,1.495,37,1,18000,0,2.36%
166,上海海事大学,上海,35.7 ,48.3 ,96.45%,1428,0.834,21,1,101173,175,1.00%
167,徐州医科大学,江苏,35.6 ,49.8 ,96.28%,1841,0.758,7,1,1033,701,1.79%
168,天津工业大学,天津,35.5 ,47.8 ,93.33%,3390,0.793,45,3,128757,320,0.51%
169,北京体育大学,北京,35.4 ,57.6 ,96.10%,133,0.52,0,0,0,0,0.85%
170,四川农业大学,四川,35.4 ,49.1 ,96.40%,3250,0.774,26,0,42575,3600,0.02%
171,西安理工大学,陕西,35.3 ,54.1 ,93.60%,4195,0.527,19,0,126638,150,0.13%
172,河南大学,河南,35.2 ,47.0 ,92.85%,4600,0.817,53,1,8440,20514,0.09%
173,武汉工程大学,湖北,35.2 ,50.2 ,94.36%,1389,0.795,17,0,86264,928,0.04%
174,广州中医药大学,广东,35.1 ,52.1 ,98.26%,304,0.538,1,0,14000,0,3.28%
175,天津中医药大学,天津,35.1 ,45.8 ,90.30%,1292,0.746,7,0,242,0,8.19%
176,重庆邮电大学,重庆,35.0 ,50.9 ,95.04%,1911,0.642,27,1,33780,15916,0.90%
177,济南大学,山东,35.0 ,40.2 ,90.23%,4313,1.102,92,2,46285,1800,0.22%
178,闽南师范大学,福建,35.0 ,41.0 ,96.44%,599,1.175,18,1,2130,0,0
179,北京建筑大学,北京,34.9 ,51.4 ,98.74%,709,0.558,3,0,176744,0,0.61%
180,重庆工商大学,重庆,34.8 ,45.7 ,92.00%,812,1.018,25,0,15381,5278,0.10%
181,福建农林大学,福建,34.8 ,44.7 ,96.45%,1799,0.898,14,0,23940,38680,0.29%
182,青岛科技大学,山东,34.8 ,43.9 ,91.41%,2780,0.993,44,1,63546,1120,0.16%
183,沈阳航空航天大学,辽宁,34.8 ,46.3 ,95.16%,1083,0.726,12,2,34252,0,3.86%
184,河北农业大学,河北,34.7 ,50.7 ,94.89%,1512,0.693,16,0,26787,17480,0
185,江苏师范大学,江苏,34.7 ,40.1 ,98.38%,2000,1.052,41,1,13188,0,0.20%
186,浙江农林大学,浙江,34.7 ,44.6 ,97.83%,1457,0.856,21,1,62895,2820,0.54%
187,北方工业大学,北京,34.6 ,48.9 ,98.03%,787,0.629,13,0,66199,0,1.73%
188,天津理工大学,天津,34.6 ,45.2 ,92.82%,1967,0.926,40,0,38430,180,0.14%
189,西安建筑科技大学,陕西,34.6 ,53.6 ,95.93%,3136,0.451,13,1,80904,0,0.01%
190,中国计量大学,浙江,34.5 ,46.2 ,97.58%,2559,0.749,38,0,47253,0,0.19%
191,长春理工大学,吉林,34.4 ,52.1 ,91.70%,2300,0.603,13,0,53244,0,0.86%
192,中国民航大学,天津,34.4 ,53.9 ,93.87%,1189,0.541,6,0,56138,0,0.06%
193,中南民族大学,湖北,34.4 ,43.4 ,90.56%,1517,1.046,31,2,8545,480,0
194,福建中医药大学,福建,34.3 ,46.1 ,94.26%,822,0.869,4,0,100,0,1.13%
195,海南大学,海南,34.3 ,51.0 ,89.77%,1388,0.756,12,0,8525,0,0.27%
196,集美大学,福建,34.3 ,49.6 ,95.12%,1058,0.719,12,0,0,0,0.11%
197,南通大学,江苏,34.3 ,41.5 ,98.52%,3858,0.813,25,1,42960,680,1.24%
198,黑龙江中医药大学,黑龙江,34.2 ,40.5 ,90.28%,617,1.061,14,0,0,0,3.68%
199,湖南农业大学,湖南,34.2 ,43.3 ,93.48%,1647,0.965,22,0,60568,8250,0.12%
200,辽宁师范大学,辽宁,34.1 ,48.9 ,95.92%,1605,0.638,5,0,2610,0,1.13%
201,上海海洋大学,上海,34.1 ,40.7 ,96.44%,1939,0.961,42,0,24199,12235,0.24%
202,南京中医药大学,江苏,34.0 ,45.1 ,95.26%,2602,0.659,4,1,10827,0,3.26%
203,宁夏医科大学,宁夏,34.0 ,45.7 ,90.87%,1151,0.825,9,0,1560,0,2.58%
204,浙江中医药大学,浙江,34.0 ,44.4 ,96.67%,1211,0.78,8,0,4605,0,2.11%
205,广西师范大学,广西,33.9 ,43.2 ,93.81%,1685,0.858,18,1,3193,20,1.56%
206,云南师范大学,云南,33.9 ,38.3 ,97.16%,1186,0.999,26,0,1914,0,2.18%
207,山东师范大学,山东,33.8 ,47.0 ,90.92%,2060,0.771,23,2,5014,825,0.27%
208,北京物资学院,北京,33.7 ,41.1 ,97.94%,103,0.984,3,0,5117,0,0.19%
209,沈阳医学院,辽宁,33.7 ,40.9 ,92.93%,246,0.61,0,0,141,0,10.84%
210,河南师范大学,河南,33.6 ,42.3 ,91.55%,3094,0.89,41,1,58272,5620,0.01%
211,西南石油大学,四川,33.6 ,46.3 ,92.40%,3160,0.576,22,1,359444,353,0.03%
212,常州大学,江苏,33.5 ,43.0 ,93.35%,2928,0.803,40,0,82384,0,0.13%
213,山西财经大学,山西,33.5 ,51.9 ,88.65%,102,0.684,1,0,0,0,0
214,承德医学院,河北,33.4 ,51.7 ,96.98%,218,0.373,1,0,150,0,2.61%
215,江西师范大学,江西,33.4 ,38.9 ,88.83%,2088,1.103,52,0,4793,0,0.52%
216,新乡医学院,河南,33.4 ,48.2 ,95.46%,1400,0.646,4,0,0,0,0.09%
217,延边大学,吉林,33.4 ,48.8 ,86.59%,1283,0.749,1,0,4683,0,1.65%
218,重庆交通大学,重庆,33.3 ,48.5 ,95.09%,1136,0.533,12,1,83744,18190,0.41%
219,昆明医科大学,云南,33.3 ,44.9 ,97.70%,924,0.642,3,0,30,0,2.12%
220,湖州师范学院,浙江,33.2 ,38.9 ,97.63%,755,0.992,11,0,5800,1000,0.07%
221,山西师范大学,山西,33.2 ,47.5 ,88.58%,946,0.787,11,1,588,0,0
222,天津科技大学,天津,33.2 ,44.9 ,91.89%,2331,0.754,16,1,49118,400,0.12%
223,河北经贸大学,河北,33.1 ,54.7 ,93.24%,113,0.393,0,0,0,0,0.21%
224,内蒙古大学,内蒙古,33.1 ,46.4 ,84.60%,1609,0.807,18,0,2917,200,1.90%
225,信阳师范学院,河南,33.1 ,36.1 ,95.35%,765,1.139,22,1,1481,0,0.01%
226,长江大学,湖北,33.0 ,45.3 ,91.07%,1731,0.603,10,0,151822,200,2.50%
227,河南理工大学,河南,33.0 ,44.2 ,92.35%,3059,0.71,25,0,61222,6320,0.01%
228,南华大学,湖南,33.0 ,46.1 ,91.96%,2106,0.701,17,0,8798,3210,0.15%
229,武汉轻工大学,湖北,33.0 ,42.8 ,93.76%,739,0.879,9,0,9754,22,0
230,广东医科大学,广东,32.9 ,39.3 ,95.35%,1723,0.939,17,0,4810,0,0
231,河北北方学院,河北,32.9 ,45.2 ,95.29%,618,0.596,5,0,2437,0,3.05%
232,上海立信会计学院,上海,32.9 ,49.3 ,97.03%,112,0.536,0,0,0,0,0
233,广东药科大学,广东,32.8 ,39.9 ,97.77%,1395,0.848,14,0,7857,1892,0.11%
234,山东科技大学,山东,32.8 ,42.8 ,96.27%,2392,0.637,17,3,53150,0,0.73%
235,苏州科技大学,江苏,32.8 ,40.1 ,97.70%,1128,0.838,17,0,40103,95,0
236,北京信息科技大学,北京,32.7 ,46.4 ,99.13%,740,0.52,8,0,30883,0,0.43%
237,黄冈师范学院,湖北,32.7 ,34.1 ,92.90%,284,1.264,7,0,0,820,0
238,湖南科技大学,湖南,32.6 ,46.8 ,93.18%,1766,0.593,13,0,43683,870,0
239,陕西科技大学,陕西,32.6 ,48.1 ,92.17%,1943,0.574,7,0,17370,800,0
240,重庆师范大学,重庆,32.5 ,40.9 ,94.94%,1126,0.819,19,0,12833,0,0.26%
241,湖南工业大学,湖南,32.5 ,38.4 ,89.02%,961,1.056,43,0,8763,0,0
242,江汉大学,湖北,32.5 ,45.2 ,91.44%,543,0.745,4,0,19735,1900,0.01%
243,江苏科技大学,江苏,32.5 ,46.5 ,88.81%,1953,0.624,18,1,139335,169,0.03%
244,中南林业科技大学,湖南,32.5 ,46.6 ,94.04%,1276,0.588,13,0,26234,5320,0.04%
245,东北电力大学,吉林,32.4 ,49.3 ,91.58%,1060,0.475,3,0,72625,26600,0.08%
246,山东财经大学,山东,32.4 ,49.9 ,78.19%,558,0.801,14,1,408,0,0.03%
247,华北理工大学,河北,32.3 ,47.2 ,95.68%,113,0.531,0,0,0,0,0.66%
248,山东农业大学,山东,32.3 ,35.0 ,97.43%,2962,0.912,24,0,41104,14528,0
249,西南医科大学,四川,32.3 ,44.5 ,94.27%,821,0.608,4,0,14675,300,1.69%
250,中北大学,山西,32.3 ,49.8 ,90.30%,3150,0.415,5,0,112383,0,0
251,成都理工大学,四川,32.2 ,44.2 ,93.33%,3181,0.545,24,0,138289,6136,0
252,广东财经大学,广东,32.2 ,47.1 ,96.03%,228,0.536,0,0,0,0,0
253,西安邮电大学,陕西,32.2 ,48.5 ,91.19%,850,0.541,10,0,43779,100,0
254,浙江科技学院,浙江,32.2 ,40.7 ,98.52%,781,0.571,4,0,37340,0,3.62%
255,安徽农业大学,安徽,32.0 ,40.5 ,93.48%,1409,0.722,9,0,47557,48000,0.24%
256,昆明理工大学,云南,32.0 ,39.1 ,92.79%,5456,0.606,29,3,135462,470,0.62%
257,宁夏大学,宁夏,32.0 ,43.5 ,90.60%,1049,0.74,6,0,9114,0,0.53%
258,锦州医科大学,辽宁,31.8 ,39.7 ,92.49%,1079,0.566,3,0,4960,0,6.43%
259,烟台大学,山东,31.8 ,35.3 ,98.01%,1666,0.827,24,0,22366,615,1.25%
260,贵州大学,贵州,31.7 ,42.8 ,83.60%,2661,0.757,38,2,55368,1515,0.30%
261,吉林师范大学,吉林,31.7 ,45.3 ,88.09%,966,0.653,3,0,5158,750,0.75%
262,山西医科大学,山西,31.7 ,48.8 ,82.44%,1817,0.634,10,0,2853,0,0
263,绍兴文理学院,浙江,31.7 ,38.6 ,94.99%,1010,0.805,19,0,11514,0,0.21%
264,沈阳农业大学,辽宁,31.7 ,46.4 ,89.89%,1289,0.58,5,0,22530,50,0.12%
265,广西民族大学,广西,31.6 ,36.5 ,95.11%,805,0.786,8,0,1740,0,2.81%
266,兰州交通大学,甘肃,31.6 ,43.0 ,95.39%,1896,0.531,16,0,40891,0,0.57%
267,闽江学院,福建,31.6 ,34.8 ,96.00%,336,0.994,6,0,4462,1605,0
268,沈阳建筑大学,辽宁,31.6 ,49.2 ,93.57%,1253,0.305,4,0,39034,0,1.19%
269,西北师范大学,甘肃,31.6 ,40.2 ,81.64%,2484,0.919,35,1,6481,0,0.70%
270,大连交通大学,辽宁,31.5 ,47.6 ,90.89%,1052,0.494,1,0,28230,0,0.01%
271,湖北师范大学,湖北,31.5 ,38.3 ,92.30%,511,0.892,10,0,15571,2232,0.07%
272,南京林业大学,江苏,31.5 ,36.3 ,98.27%,2421,0.743,17,0,51571,3751,0.26%
273,青岛理工大学,山东,31.5 ,42.6 ,92.39%,1024,0.618,7,0,142800,0,0.02%
274,上海电力学院,上海,31.5 ,37.0 ,97.27%,1127,0.764,13,1,41044,180,0.45%
275,广东技术师范学院,广东,31.4 ,39.0 ,95.00%,307,0.76,7,0,2350,682,0.89%
276,河南科技大学,河南,31.4 ,40.4 ,95.10%,3245,0.594,13,2,30579,0,0
277,淮北师范大学,安徽,31.4 ,33.1 ,90.01%,842,1.141,27,0,2090,347,0
278,辽宁中医药大学,辽宁,31.4 ,40.4 ,92.31%,492,0.612,0,0,0,60,3.88%
279,上海第二工业大学,上海,31.4 ,35.0 ,97.01%,393,0.903,8,1,0,0,0.34%
280,沈阳师范大学,辽宁,31.4 ,39.1 ,95.39%,630,0.748,9,0,0,0,0.51%
281,哈尔滨师范大学,黑龙江,31.3 ,42.9 ,78.49%,1212,0.907,17,0,1049,0,0.65%
282,沈阳工业大学,辽宁,31.3 ,45.4 ,95.70%,1773,0.413,1,0,0,1100,0.45%
283,厦门理工学院,福建,31.3 ,41.3 ,95.24%,617,0.663,7,0,10959,50,0
284,常熟理工学院,江苏,31.2 ,34.8 ,98.64%,783,0.859,8,0,3988,0,0
285,哈尔滨理工大学,黑龙江,31.2 ,44.2 ,88.47%,3018,0.543,22,0,57338,300,0.09%
286,河南工业大学,河南,31.2 ,40.9 ,90.23%,1769,0.69,19,1,57155,50,0.01%
287,桂林电子科技大学,广西,31.1 ,39.8 ,94.39%,1700,0.613,14,1,13706,5573,0.70%
288,兰州理工大学,甘肃,31.1 ,38.5 ,97.13%,3129,0.569,24,0,53779,200,0.39%
289,浙江海洋大学,浙江,31.1 ,38.2 ,96.65%,785,0.71,5,1,41620,56,0.13%
290,大连大学,辽宁,31.0 ,41.1 ,95.36%,1290,0.542,8,1,13468,120,0.76%
291,河北地质大学,河北,31.0 ,42.4 ,97.23%,359,0.527,3,0,11684,0,0
292,西华师范大学,四川,31.0 ,29.5 ,94.23%,1000,1.115,28,1,13028,0,0
293,大连海洋大学,辽宁,30.9 ,37.9 ,94.33%,654,0.762,10,0,13807,7,0.19%
294,大连民族大学,辽宁,30.9 ,38.2 ,94.79%,925,0.722,16,0,6967,4271,0.09%
295,曲阜师范大学,山东,30.9 ,32.1 ,91.08%,1680,1.02,45,0,7893,0,0.20%
296,唐山学院,河北,30.9 ,46.8 ,93.77%,159,0.417,1,0,452,0,0
297,广东海洋大学,广东,30.8 ,35.1 ,99.39%,822,0.757,11,0,19674,838,0.01%
298,河北工程大学,河北,30.8 ,44.7 ,85.87%,1104,0.619,9,0,21942,0,0
299,河南农业大学,河南,30.8 ,37.8 ,88.55%,1612,0.814,11,0,63896,15850,0.02%
300,嘉兴学院,浙江,30.8 ,35.7 ,96.06%,1027,0.795,11,0,10184,400,0
301,石家庄学院,河北,30.8 ,45.4 ,93.44%,213,0.465,0,0,0,0,0
302,海南医学院,海南,30.6 ,35.6 ,95.00%,450,0.702,1,0,1000,0,2.91%
303,河南中医药大学,河南,30.6 ,42.4 ,95.67%,179,0.485,0,0,1200,160,0.86%
304,淮阴师范学院,江苏,30.6 ,29.7 ,98.13%,783,1.007,15,0,2279,125,0
305,上海应用技术大学,上海,30.6 ,31.3 ,99.29%,1338,0.816,19,0,97586,42,0.36%
306,郑州航空工业管理学院,河南,30.6 ,39.7 ,96.68%,406,0.603,4,0,1240,0,0
307,大连工业大学,辽宁,30.5 ,39.2 ,93.40%,853,0.65,4,0,34732,1220,0.35%
308,辽宁工程技术大学,辽宁,30.5 ,44.7 ,93.88%,1585,0.353,5,0,75338,0,0.23%
309,太原科技大学,山西,30.5 ,43.6 ,88.91%,1343,0.54,11,0,17748,0,0
310,郑州师范学院,河南,30.5 ,32.5 ,84.91%,118,1.187,4,0,0,0,0
311,大理大学,云南,30.4 ,29.7 ,97.80%,410,0.71,4,0,8606,2000,6.24%
312,桂林理工大学,广西,30.4 ,36.4 ,93.80%,1503,0.705,9,0,35628,20,0.66%
313,桂林医学院,广西,30.4 ,38.0 ,94.03%,385,0.723,2,0,0,0,0
314,上海工程技术大学,上海,30.4 ,37.5 ,98.87%,1122,0.571,5,0,48562,230,0.27%
315,石河子大学,新疆,30.4 ,37.7 ,91.79%,1894,0.689,9,0,0,820,0.85%
316,北京印刷学院,北京,30.3 ,38.8 ,98.13%,237,0.581,3,0,10171,0,0.01%
317,长春工业大学,吉林,30.3 ,42.4 ,87.00%,998,0.62,8,0,36735,3500,0.03%
318,成都中医药大学,四川,30.3 ,37.3 ,93.82%,967,0.695,4,0,965,6414,0.52%
319,海南师范大学,海南,30.3 ,33.0 ,92.74%,571,0.935,9,0,6625,0,0.17%
320,长春大学,吉林,30.2 ,40.1 ,90.80%,1077,0.621,6,0,151,0,0.28%
321,广西中医药大学,广西,30.2 ,40.1 ,91.65%,145,0.598,0,0,147,20,1.35%
322,四川师范大学,四川,30.2 ,35.8 ,94.85%,1086,0.684,9,3,16926,0,0.10%
323,唐山师范学院,河北,30.2 ,41.8 ,94.20%,100,0.527,1,0,199,0,0
324,华东交通大学,江西,30.1 ,42.0 ,88.36%,1272,0.576,11,0,19256,2150,0
325,吉首大学,湖南,30.1 ,36.0 ,94.82%,690,0.735,7,0,0,0,0
326,南昌航空大学,江西,30.1 ,36.3 ,87.69%,1987,0.763,24,0,47184,655,0.64%
327,西南民族大学,四川,30.1 ,34.1 ,96.16%,704,0.789,10,0,1440,15,0.01%
328,安徽理工大学,安徽,30.0 ,39.0 ,96.38%,1665,0.467,7,0,81360,8500,0
329,安阳师范学院,河南,30.0 ,29.3 ,94.10%,892,1.014,17,0,158,0,0
330,川北医学院,四川,30.0 ,37.0 ,96.44%,560,0.595,3,0,0,0,1.16%
331,东北石油大学,黑龙江,30.0 ,49.8 ,68.92%,1561,0.538,16,1,173400,2800,0.05%
332,福建工程学院,福建,30.0 ,37.8 ,98.72%,379,0.56,3,0,14731,400,0.01%
333,哈尔滨商业大学,黑龙江,30.0 ,44.6 ,91.21%,548,0.426,0,0,0,0,0
334,天津商业大学,天津,30.0 ,42.3 ,85.13%,480,0.667,3,0,7803,80,0.01%
335,长治医学院,山西,29.9 ,42.2 ,84.10%,150,0.683,1,0,0,0,0
336,湖北工程学院,湖北,29.9 ,36.1 ,94.17%,219,0.724,3,0,4242,310,0.01%
337,西安财经学院,陕西,29.9 ,43.2 ,91.03%,131,0.492,0,0,0,0,0
338,西安石油大学,陕西,29.9 ,43.5 ,90.60%,1133,0.339,2,0,123873,9841,1.04%
339,广西师范学院,广西,29.8 ,36.5 ,92.40%,310,0.699,0,0,19499,0,0.76%
340,宁波工程学院,浙江,29.8 ,32.8 ,97.11%,611,0.771,7,0,22355,0,0.16%
341,廊坊师范学院,河北,29.7 ,43.2 ,91.57%,157,0.445,0,0,0,0,0
342,东莞理工学院,广东,29.6 ,35.7 ,90.40%,571,0.759,6,0,22166,0,0
343,湖南理工学院,湖南,29.6 ,32.4 ,97.88%,415,0.761,4,0,2008,1087,0
344,西南科技大学,四川,29.6 ,39.5 ,88.99%,2576,0.534,16,0,38463,7803,0
345,蚌埠医学院,安徽,29.5 ,36.3 ,95.40%,777,0.619,1,0,951,0,0
346,齐齐哈尔医学院,黑龙江,29.5 ,33.2 ,95.75%,227,0.754,2,0,0,0,0.23%
347,山西农业大学,山西,29.5 ,40.1 ,88.63%,676,0.587,1,0,16824,500,0
348,长春师范大学,吉林,29.4 ,39.5 ,80.60%,232,0.804,3,0,1520,0,0.15%
349,五邑大学,广东,29.4 ,34.6 ,97.59%,645,0.622,4,0,16545,30,0.01%
350,潍坊医学院,山东,29.2 ,33.3 ,92.20%,637,0.624,2,0,218,0,3.47%
351,成都信息工程大学,四川,29.1 ,37.5 ,95.10%,873,0.491,4,0,22262,31,0
352,湖北汽车工业学院,湖北,29.1 ,38.4 ,95.97%,189,0.474,2,0,8017,29,0
353,吉林农业大学,吉林,29.1 ,33.1 ,92.01%,1351,0.746,5,0,5670,1500,0.15%
354,山东中医药大学,山东,29.1 ,33.2 ,96.64%,759,0.643,5,0,0,1537,0.51%
355,沈阳理工大学,辽宁,29.1 ,42.7 ,91.50%,1025,0.3,1,0,4360,7605,0.80%
356,吉林建筑大学,吉林,29.0 ,38.3 ,94.05%,164,0.501,0,0,0,0,0
357,内蒙古医科大学,内蒙古,29.0 ,37.9 ,86.70%,254,0.66,1,0,511,0,0.58%
358,山东理工大学,山东,29.0 ,34.2 ,91.43%,2109,0.63,15,0,48680,2100,0.16%
359,盐城工学院,江苏,29.0 ,31.9 ,98.96%,1165,0.63,7,0,15762,300,0
360,滨州医学院,山东,28.9 ,32.0 ,93.81%,518,0.752,2,0,667,0,0.41%
361,济宁医学院,山东,28.9 ,25.5 ,94.24%,183,1.031,6,0,0,0,0.50%
362,山西大同大学,山西,28.9 ,39.1 ,81.22%,557,0.727,4,0,1781,0,0
363,沈阳大学,辽宁,28.9 ,35.7 ,92.50%,1659,0.543,6,0,1937,0,0.88%
364,西安工程大学,陕西,28.9 ,39.7 ,88.87%,1306,0.464,5,0,72788,5000,0.02%
365,西华大学,四川,28.9 ,36.8 ,91.94%,1155,0.546,12,0,24019,30,0
366,延安大学,陕西,28.9 ,39.4 ,89.92%,466,0.517,1,0,1419,0,0
367,辽宁科技大学,辽宁,28.8 ,35.4 ,96.92%,761,0.489,5,0,40209,30,0.29%
368,辽宁石油化工大学,辽宁,28.8 ,36.9 ,95.18%,1392,0.387,3,0,21790,350,1.62%
369,陕西理工大学,陕西,28.8 ,35.2 ,95.81%,528,0.548,4,0,6800,0,0
370,沈阳工程学院,辽宁,28.8 ,36.7 ,96.06%,208,0.487,2,0,12808,1885,0
371,玉林师范学院,广西,28.8 ,28.8 ,92.63%,271,0.923,3,0,20,0,0.21%
372,长沙学院,湖南,28.7 ,33.3 ,93.32%,337,0.693,5,0,0,50,0.01%
373,湖北理工学院,湖北,28.7 ,36.7 ,92.55%,328,0.566,0,0,3860,0,0
374,山东建筑大学,山东,28.7 ,35.6 ,92.45%,799,0.561,9,1,17810,80,0
375,泰山医学院,山东,28.7 ,27.3 ,90.47%,625,0.8,2,0,2443,0,4.55%
376,天津城建大学,天津,28.7 ,38.1 ,91.79%,328,0.5,1,0,16417,0,0.08%
377,皖南医学院,安徽,28.7 ,31.8 ,94.31%,690,0.714,6,0,50,0,0
378,徐州工程学院,江苏,28.7 ,31.1 ,98.80%,347,0.664,4,0,3743,10,0.01%
379,湖南商学院,湖南,28.6 ,41.7 ,91.80%,171,0.346,0,0,0,0,0.03%
380,北京联合大学,北京,28.5 ,29.9 ,99.00%,613,0.53,2,0,9390,0,2.97%
381,北京石油化工学院,北京,28.5 ,33.6 ,98.10%,594,0.512,5,0,14534,0,0.31%
382,东华理工大学,江西,28.5 ,29.1 ,94.69%,1071,0.755,9,1,32585,980,0.01%
383,江西科技师范大学,江西,28.5 ,28.3 ,86.67%,761,0.997,9,1,15,0,0.02%
384,青海大学,青海,28.5 ,37.3 ,89.34%,562,0.552,4,0,14297,0,0
385,河南科技学院,河南,28.4 ,32.9 ,93.37%,1200,0.626,10,0,3923,5900,0
386,聊城大学,山东,28.3 ,23.1 ,93.68%,1646,0.973,31,2,2301,1730,0
387,南阳师范学院,河南,28.3 ,28.4 ,95.23%,742,0.791,12,0,0,0,0
388,贵州医科大学,贵州,28.2 ,31.4 ,95.76%,801,0.616,3,0,2360,0,0.28%
389,金陵科技学院,江苏,28.2 ,37.6 ,95.26%,166,0.38,0,0,5672,180,0
390,龙岩学院,福建,28.2 ,24.6 ,97.63%,194,0.92,1,0,20,0,0.02%
391,鲁东大学,山东,28.2 ,29.9 ,93.51%,1412,0.683,11,0,21803,110,0.66%
392,盐城师范学院,江苏,28.2 ,29.5 ,98.66%,466,0.658,1,0,8048,200,0
393,中原工学院,河南,28.2 ,33.1 ,93.92%,616,0.596,4,0,5192,1350,0
394,北京服装学院,北京,28.1 ,34.7 ,96.68%,353,0.419,1,0,13526,0,0.99%
395,肇庆学院,广东,28.1 ,29.8 ,99.71%,279,0.61,1,0,5660,500,0
396,天津农学院,天津,28.0 ,31.1 ,96.04%,333,0.616,1,0,5422,2000,0.01%
397,江西农业大学,江西,27.9 ,30.1 ,87.89%,1019,0.796,4,0,28076,200,0.02%
398,太原工业学院,山西,27.9 ,39.6 ,88.23%,101,0.417,0,0,238,0,0
399,云南农业大学,云南,27.9 ,27.4 ,96.56%,955,0.712,6,0,27752,100,0.41%
400,湖南文理学院,湖南,27.8 ,28.3 ,91.06%,534,0.828,8,0,500,1300,0
401,华北水利水电大学,河南,27.8 ,40.1 ,82.38%,1731,0.428,3,0,42774,0,0
402,江西理工大学,江西,27.8 ,31.9 ,88.61%,1058,0.682,10,0,43000,0,0
403,洛阳师范学院,河南,27.8 ,30.7 ,84.46%,1056,0.826,20,0,300,5832,0
404,莆田学院,福建,27.8 ,30.7 ,96.05%,255,0.622,0,0,804,0,0
405,齐鲁工业大学,山东,27.8 ,24.3 ,98.78%,1165,0.799,4,1,8383,30,0.07%
406,青岛农业大学,山东,27.8 ,24.0 ,95.20%,1598,0.852,14,0,47158,200,0.02%
407,西南林业大学,云南,27.8 ,29.5 ,95.36%,649,0.658,5,0,23615,0,0.16%
408,宝鸡文理学院,陕西,27.7 ,34.8 ,90.84%,521,0.527,3,0,100,0,0
409,成都医学院,四川,27.7 ,30.7 ,95.46%,422,0.614,3,0,629,0,0
410,淮海工学院,江苏,27.7 ,31.5 ,98.13%,978,0.492,2,0,795,190,0.01%
411,北华大学,吉林,27.6 ,37.3 ,76.74%,716,0.611,3,0,252,0,2.21%
412,重庆科技学院,重庆,27.6 ,33.3 ,93.79%,712,0.457,4,0,98665,1500,0.05%
413,齐齐哈尔大学,黑龙江,27.5 ,30.0 ,94.00%,840,0.591,6,0,900,1210,0.75%
414,许昌学院,河南,27.5 ,26.7 ,93.15%,540,0.802,11,0,1223,0,0.01%
415,上海电机学院,上海,27.4 ,31.8 ,98.52%,303,0.403,1,0,10671,200,1.07%
416,安庆师范大学,安徽,27.3 ,29.5 ,90.32%,366,0.71,3,0,9155,5000,0
417,赣南医学院,江西,27.3 ,29.3 ,81.54%,147,0.887,2,0,0,0,1.06%
418,惠州学院,广东,27.3 ,33.4 ,91.40%,268,0.527,3,0,1251,0,0
419,丽水学院,浙江,27.3 ,27.4 ,95.93%,372,0.683,8,0,2382,0,0
420,佛山科学技术学院,广东,27.2 ,31.6 ,95.95%,323,0.465,1,0,45997,142,0
421,淮阴工学院,江苏,27.2 ,29.3 ,96.55%,869,0.556,2,0,15236,245,0
422,曲靖师范学院,云南,27.2 ,23.3 ,97.49%,266,0.827,7,0,0,0,0.03%
423,泉州师范学院,福建,27.2 ,27.2 ,97.24%,198,0.662,0,0,1088,0,0
424,四川理工学院,四川,27.2 ,26.7 ,96.33%,778,0.674,6,0,12238,3420,0
425,忻州师范学院,山西,27.2 ,32.0 ,88.69%,123,0.647,0,0,60,0,0
426,吉林医药学院,吉林,27.1 ,35.9 ,82.51%,224,0.579,1,0,0,0,0
427,佳木斯大学,黑龙江,27.1 ,30.6 ,81.49%,549,0.687,2,0,680,0,3.00%
428,临沂大学,山东,27.1 ,23.0 ,97.93%,954,0.791,6,0,5140,0,0.03%
429,内蒙古工业大学,内蒙古,27.1 ,32.1 ,92.26%,1242,0.44,1,0,54757,0,0.72%
430,山东工商学院,山东,27.1 ,27.1 ,96.03%,368,0.662,4,0,2420,0,0.01%
431,新疆大学,新疆,27.1 ,25.9 ,88.01%,2635,0.718,26,1,21045,580,1.26%
432,哈尔滨学院,黑龙江,27.0 ,31.4 ,86.40%,244,0.689,3,0,0,0,0
433,河南工程学院,河南,27.0 ,34.4 ,94.06%,467,0.378,0,0,1245,0,0
434,吉林化工学院,吉林,27.0 ,31.3 ,87.55%,332,0.647,1,0,10048,140,0
435,江苏理工学院,江苏,27.0 ,35.7 ,89.13%,159,0.423,1,0,10889,0,0
436,江西中医药大学,江西,27.0 ,30.2 ,87.96%,750,0.539,2,0,9528,1000,3.07%
437,新疆医科大学,新疆,27.0 ,28.6 ,89.56%,2313,0.42,1,0,0,1175,5.17%
438,广西科技大学,广西,26.9 ,33.0 ,93.00%,224,0.441,1,0,7035,0,0.06%
439,湖南工程学院,湖南,26.9 ,30.8 ,89.84%,586,0.606,4,0,1350,348,0
440,岭南师范学院,广东,26.9 ,29.2 ,87.06%,325,0.742,2,0,288,0,0.01%
441,通化师范学院,吉林,26.9 ,35.6 ,89.15%,104,0.423,0,0,0,0,0.01%
442,贵州师范学院,贵州,26.8 ,18.2 ,88.77%,183,1.188,4,0,0,0,0
443,衡阳师范学院,湖南,26.8 ,29.4 ,91.37%,467,0.618,4,0,287,0,0
444,遵义医学院,贵州,26.8 ,30.1 ,94.51%,685,0.517,2,0,1875,0,0
445,长江师范学院,重庆,26.7 ,26.3 ,97.37%,296,0.615,4,0,1200,300,0
446,成都学院,四川,26.7 ,29.7 ,96.83%,538,0.454,0,1,12798,0,0.04%
447,洛阳理工学院,河南,26.7 ,33.9 ,95.31%,492,0.322,0,0,2651,0,0
448,商丘师范学院,河南,26.7 ,26.3 ,92.68%,343,0.722,1,0,0,0,0
449,湘南学院,湖南,26.7 ,29.8 ,90.48%,178,0.614,1,0,25,0,0.03%
450,赣南师范大学,江西,26.6 ,25.9 ,85.15%,531,0.869,8,0,3525,5180,0.11%
451,甘肃农业大学,甘肃,26.5 ,29.4 ,88.06%,770,0.641,3,0,4700,0,0.01%
452,荆楚理工学院,湖北,26.5 ,29.8 ,94.34%,116,0.51,0,0,0,80,0.01%
453,景德镇陶瓷大学,江西,26.5 ,21.1 ,87.03%,657,1.014,16,0,7389,290,0.23%
454,韶关学院,广东,26.5 ,26.3 ,95.10%,248,0.638,0,0,3590,0,0.01%
455,韩山师范学院,广东,26.4 ,24.9 ,87.59%,271,0.861,3,0,1045,0,0
456,湖南城市学院,湖南,26.4 ,28.3 ,89.37%,531,0.647,3,0,19522,1532,0.02%
457,太原师范学院,山西,26.4 ,41.4 ,,200,0.545,0,0,410,0,0
458,咸阳师范学院,陕西,26.4 ,33.8 ,88.47%,279,0.444,0,0,0,0,0.02%
459,黄山学院,安徽,26.3 ,26.3 ,96.72%,125,0.576,0,0,1341,0,0.05%
460,南昌工程学院,江西,26.3 ,27.0 ,87.91%,408,0.73,6,0,1820,3010,0
461,昆明学院,云南,26.2 ,24.4 ,97.03%,290,0.632,1,0,680,0,0.19%
462,南京晓庄学院,江苏,26.2 ,37.4 ,,309,0.662,4,0,110,0,0.43%
463,玉溪师范学院,云南,26.2 ,21.4 ,98.14%,172,0.743,3,0,0,0,0
464,贵州民族大学,贵州,26.1 ,22.0 ,94.86%,128,0.748,2,0,0,0,0.91%
465,华北科技学院,河北,26.1 ,33.8 ,86.10%,232,0.417,0,0,6555,0,0.65%
466,渭南师范学院,陕西,26.0 ,32.3 ,89.04%,194,0.442,1,0,440,0,0
467,鞍山师范学院,辽宁,25.9 ,30.2 ,86.34%,131,0.578,0,0,0,0,0.20%
468,重庆三峡学院,重庆,25.8 ,27.0 ,94.00%,475,0.519,1,0,1217,0,0
469,井冈山大学,江西,25.7 ,25.6 ,87.00%,500,0.645,2,0,25,0,1.77%
470,西藏大学,西藏,25.7 ,28.3 ,81.98%,356,0.716,4,0,0,0,0
471,北方民族大学,宁夏,25.6 ,25.2 ,91.86%,139,0.635,1,0,0,0,0
472,长春工程学院,吉林,25.5 ,31.1 ,86.99%,204,0.457,1,0,6575,0,0
473,黑龙江八一农垦大学,黑龙江,25.4 ,28.9 ,81.78%,679,0.635,3,0,5774,976,0
474,黄淮学院,河南,25.3 ,26.4 ,96.71%,188,0.428,1,0,0,0,0
475,牡丹江医学院,黑龙江,25.3 ,33.7 ,,316,0.712,0,0,0,0,0
476,安阳工学院,河南,25.2 ,31.0 ,91.19%,175,0.332,0,0,221,0,0
477,贵州师范大学,贵州,25.1 ,25.4 ,88.62%,723,0.599,5,0,9772,0,0.06%
478,榆林学院,陕西,25.1 ,29.8 ,91.88%,105,0.356,0,0,400,0,0
479,湖南工学院,湖南,24.9 ,26.7 ,93.19%,306,0.429,0,0,133,0,0
480,乐山师范学院,四川,24.9 ,19.7 ,98.50%,244,0.61,0,0,362,0,0.29%
481,周口师范学院,河南,24.9 ,25.6 ,94.03%,385,0.456,1,0,0,0,0
482,兰州城市学院,甘肃,24.7 ,25.5 ,80.67%,136,0.734,0,0,0,0,0
483,内江师范学院,四川,24.7 ,18.5 ,90.40%,269,0.82,5,0,130,0,0.05%
484,嘉应学院,广东,24.6 ,24.6 ,91.77%,214,0.495,1,1,2017,0,0
485,牡丹江师范学院,黑龙江,24.6 ,29.1 ,86.30%,160,0.433,0,0,1318,0,0.16%
486,皖西学院,安徽,24.6 ,22.2 ,95.16%,226,0.545,0,0,0,0,0
487,内蒙古科技大学,内蒙古,24.5 ,27.1 ,85.44%,1111,0.48,5,0,10530,0,0.04%
488,青海师范大学,青海,24.5 ,17.6 ,91.85%,314,0.797,6,0,0,0,0
489,南阳理工学院,河南,24.4 ,29.6 ,87.18%,248,0.34,0,0,0,10,0.25%
490,山东交通学院,山东,24.3 ,22.2 ,92.35%,307,0.545,0,0,15770,0,0.12%
491,怀化学院,湖南,24.2 ,23.2 ,91.51%,310,0.517,1,0,370,0,0
492,安徽科技学院,安徽,24.1 ,20.1 ,90.80%,120,0.662,1,0,5180,1000,0
493,滁州学院,安徽,24.1 ,22.0 ,95.80%,325,0.461,1,0,2894,100,0
494,平顶山学院,河南,24.1 ,26.9 ,91.62%,184,0.344,0,0,0,75,0
495,四川文理学院,四川,24.1 ,17.8 ,93.14%,109,0.712,1,0,0,0,0.17%
496,泰山学院,山东,24.1 ,15.9 ,90.97%,359,0.839,4,0,3680,3680,0
497,浙江万里学院,浙江,24.1 ,15.7 ,95.41%,425,0.74,4,0,1503,0,0.12%
498,滨州学院,山东,24.0 ,16.2 ,95.47%,399,0.709,4,0,284,0,0
499,天津职业技术师范大学,天津,24.0 ,31.1 ,,462,0.566,3,0,20984,750,1.11%
500,邵阳学院,湖南,23.9 ,23.8 ,90.29%,225,0.478,0,0,335,360,0

import random,math
def putInfo():
    a = eval(input('输入a的能力值(0-1范围):'))
    b = eval(input('输入b的能力值(0-1范围):'))
    times = int(input('输入模拟次数:'))
    return a , b , times


def game(a , b , times):
    a_final , b_final = 0 , 0 
    for x in range(times):
        a_serving , b_serving = 0 , 0
        for i in range(5):
            a_win , b_win = 0 , 0 
            if i<4:
                while True:
                    tem = random.uniform(0,1)
                    if a > tem:
                        a_win += 1
                    else:
                        b_win += 1
                    if a_win>=25 and ((a_win-b_win)>=2):
                        a_serving += 1
                        break
                    elif b_win>=25 and ((b_win-a_win)>=2):
                        b_serving += 1
                        break
            elif i==4:
                while True:
                    if a > random.random():
                        a_win += 1
                    else:
                        b_win += 1
                    if a_win>=15 and (a_win-b_win>=2):
                        a_serving += 1
                        break
                    elif b_win>=15 and (b_win-a_win>=2):
                        b_serving += 1         
                        break   
        if a_serving>=3:
            a_final += 1
        else:
            b_final += 1
    return a_final , b_final



def main():
    (x , y , z) = putInfo()
    (result_a , result_b) = game(x,y,z)
    print('a赢了{}场比赛,胜率为:{:.2f}%\nb赢了{}场比赛,胜率为:{:.2f}%'.format(result_a , (result_a/z)*100 , result_b , (result_b/z)*100))


try:
    main()
    print('success')
except:
    print('error')

 

posted on 2020-05-13 22:55  Hrunjie  阅读(545)  评论(0)    收藏  举报

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