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resolve confusing slugs
1 parent 466dbda commit fe232f0

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‎content/00-introduction/avg_GPA.csv‎

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‎content/00-introduction/cal_income.csv‎

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Major,Cal Median,Cal P25th,Cal P75th
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American Studies,55000,41600,60000
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Anthropology,41600,36500,51000
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Applied Mathematics,80004,65000,108000
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Landscape Architecture,52000,45760,60000
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Art,48880,38640,56390
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Astrophysics,60000,50800,77182
8+
Bioengineering,71000,54997,86500
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Business Administration,75000,65000,85000
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Chemical Biology,49920,44000,68000
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Chemical Engineering,70000,65000,80000
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Chemistry,48000,37220,61000
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Civil Engineering,68820,63525,75000
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Cognitive Science,75000,53000,105000
15+
Linguistics and Comparative Literature,60500,47360,87875
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L&S Computer Science,110000,103000,120000
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Conserv & Resource Stds,41600,37580,57020
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L&S Data Science,111500,90000,120000
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Economics,70750,60000,85000
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Electrical Eng & Comp Sci,115000,105000,120000
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Engineering Physics,80000,65250,100000
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English,50000,41600,62400
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Environmental Sciences,50000,36400,61000
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Ethnic Studies,57598,53040,83650
25+
Film,52800,40560,60000
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Forestry and Natural Resources,45600,35360,51000
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Geography,48000,35000,60000
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History,50500,40400,65850
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Industrial Eng & Ops Rsch,80000,72250,87500
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Integrative Biology,43680,33280,56160
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Interdisciplinary Studies,60000,45000,72500
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L&S Legal Studies,50000,41600,60490
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Materials Science & Eng,80000,72700,84000
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Mathematics,62400,50400,106000
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Mechanical Engineering,75000,67000,87360
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Media Studies,52000,41600,65200
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Music,82000,51060,121250
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Nuclear Engineering,62850,57625,80675
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Nutritional Science,41200,36500,49980
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L&S Ops Research & Mgmt Sci,86250,75000,106500
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Philosophy,45750,35830,68250
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Physics,74364,54996,100000
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Political Science,51000,41650,61500
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Psychology,47840,39520,60000
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L&S Public Health,56208,45940,62800
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Rhetoric,50000,42000,58355
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L&S Social Welfare,40000,35520,50000
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Sociology,50000,40000,62000
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Statistics,80000,61000,107000
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Theater & Perf Studies,41840,33400,53670

‎content/00-introduction/cal_vs_all.csv‎

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Index,Major,Major Category,Median Income Difference,Cal P25th,Cal Median,Cal P75th,Overall P25th,Overall Median,Overall P75th
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1,American Studies,Humanities & Liberal Arts,15000,41600,55000,60000,30000,40000,42000
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2,Anthropology,Humanities & Liberal Arts,13600,36500,41600,51000,20000,28000,38000
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3,Applied Mathematics,Computers & Mathematics,35004,65000,80004,108000,34000,45000,63000
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4,Art,Arts,18380,38640,48880,56390,21000,30500,41000
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5,Astrophysics,Physical Sciences,-2000,50800,60000,77182,31500,62000,109000
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6,Bioengineering,Engineering,13900,54997,71000,86500,40000,57100,76000
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7,Business Administration,Business,37000,65000,75000,85000,29000,38000,50000
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8,Chemical Biology,Biology & Life Science,12520,44000,49920,68000,29000,37400,50000
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9,Chemical Engineering,Engineering,5000,65000,70000,80000,50000,65000,75000
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10,Chemistry,Physical Sciences,9000,37220,48000,61000,30000,39000,49900
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11,Civil Engineering,Engineering,18820,63525,68820,75000,40000,50000,60000
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12,Cognitive Science,Biology & Life Science,34000,53000,75000,105000,20000,41000,60000
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13,Conserv & Resource Stds,Agriculture & Natural Resources,6600,37580,41600,57020,25000,35000,42000
15+
14,Economics,Social Science,23750,60000,70750,85000,35000,47000,65000
16+
15,Electrical Eng & Comp Sci,Engineering,55000,105000,115000,120000,45000,60000,75000
17+
16,Engineering Physics,Engineering,22000,65250,80000,100000,25000,58000,74000
18+
17,English,Humanities & Liberal Arts,18000,41600,50000,62400,23000,32000,41000
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18,Environmental Sciences,Biology & Life Science,14400,36400,50000,61000,25000,35600,40200
20+
19,Ethnic Studies,Humanities & Liberal Arts,22598,53040,57598,83650,24500,35000,44000
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20,Film,Arts,20800,40560,52800,60000,22000,32000,42000
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21,Forestry and Natural Resources,Agriculture & Natural Resources,10600,35360,45600,51000,28600,35000,48000
23+
22,Geography,Social Science,10000,35000,48000,60000,30000,38000,50000
24+
23,History,Humanities & Liberal Arts,16500,40400,50500,65850,25000,34000,47000
25+
24,Industrial Eng & Ops Rsch,Engineering,23000,72250,80000,87500,37900,57000,67000
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25,Integrative Biology,Biology & Life Science,10280,33280,43680,56160,24000,33400,45000
27+
26,Interdisciplinary Studies,Interdisciplinary,25000,45000,60000,72500,25000,35000,44000
28+
27,L&S Computer Science,Computers & Mathematics,57000,103000,110000,120000,39000,53000,70000
29+
28,L&S Data Science,Computers & Mathematics,70200,90000,111500,120000,20000,41300,46000
30+
29,L&S Legal Studies,Law & Public Policy,14000,41600,50000,60490,29200,36000,46000
31+
30,L&S Ops Research & Mgmt Sci,Business,35250,75000,86250,106500,38000,51000,60000
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31,L&S Public Health,Health,22208,45940,56208,62800,21000,34000,45000
33+
32,L&S Social Welfare,Psychology & Social Work,10000,35520,40000,50000,25000,30000,35000
34+
33,Landscape Architecture,Engineering,12000,45760,52000,60000,31000,40000,50000
35+
34,Linguistics and Comparative Literature,Humanities & Liberal Arts,27500,47360,60500,87875,25000,33000,40000
36+
35,Materials Science & Eng,Engineering,28000,72700,80000,84000,35000,52000,62000
37+
36,Mathematics,Computers & Mathematics,17400,50400,62400,106000,33000,45000,60000
38+
37,Mechanical Engineering,Engineering,15000,67000,75000,87360,48000,60000,70000
39+
38,Media Studies,Communications & Journalism,19000,41600,52000,65200,25000,33000,45000
40+
39,Music,Arts,51000,51060,82000,121250,22300,31000,42000
41+
40,Nuclear Engineering,Engineering,-2150,57625,62850,80675,50000,65000,102000
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41,Nutritional Science,Health,6200,36500,41200,49980,26000,35000,45000
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42,Philosophy,Humanities & Liberal Arts,13550,35830,45750,68250,23000,32200,47100
44+
43,Physics,Physical Sciences,29364,54996,74364,100000,30000,45000,68000
45+
44,Political Science,Social Science,13000,41650,51000,61500,28000,38000,50000
46+
45,Psychology,Psychology & Social Work,16340,39520,47840,60000,24000,31500,41000
47+
46,Rhetoric,Humanities & Liberal Arts,23000,42000,50000,58355,20000,27000,35000
48+
47,Sociology,Social Science,17000,40000,50000,62000,25000,33000,44000
49+
48,Statistics,Computers & Mathematics,35000,61000,80000,107000,26700,45000,60000
50+
49,Theater & Perf Studies,Arts,14840,33400,41840,53670,19200,27000,35000

‎content/00-introduction/cs_econ_by_age.csv‎

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Age,CS 90th Percentile,CS 75th Percentile,CS Median,CS 25th Percentile,Econ 90th Percentile,Econ 75th Percentile,Econ Median,Econ 25th Percentile
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23,176659,137090,106548,79617,117187,90009,69737,52210
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24,222420,157764,118886,92054,127454,100859,81425,62719
4+
25,232527,165109,128178,103616,151641,114465,90069,69207
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26,261114,175940,132967,105601,166973,125092,97294,74010
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27,261653,172378,132357,104193,176418,131773,102361,75553
7+
28,252461,175559,135852,107205,192756,140982,107022,76929
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29,259180,180283,141214,111220,207451,153648,115540,82523
9+
30,276090,193007,148817,118115,235170,168052,123457,87689
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31,299140,203522,154232,121146,254526,177747,129407,90303
11+
32,314279,212274,160000,126626,279246,187899,135302,93089
12+
33,331690,223573,167183,130347,302303,200477,139691,94788
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34,347666,233415,172699,134082,312252,210066,146870,97990
14+
35,364438,241603,177035,135902,330175,225450,153030,102627
15+
36,387926,252440,184017,141007,359992,237408,154909,104593
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37,411370,264475,186359,145071,382186,244895,158063,104356
17+
38,409620,263679,190919,145809,395223,251278,160128,107855
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39,412694,268367,193413,147158,416801,252917,162671,110147
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40,422056,271770,196659,149203,433616,257008,162971,107498
20+
41,456225,279572,199564,149090,457240,263400,166095,106613
21+
42,456873,282851,201634,150111,481941,268044,167258,108212
22+
43,464444,284379,202391,150486,470175,275236,171062,109099
23+
44,475622,286678,197518,147929,498070,275556,172513,109140
24+
45,452070,280515,198957,147753,517361,283673,173601,111231
25+
46,434048,281780,197091,147459,518334,286720,172591,107560
26+
47,433532,273611,194127,144548,557571,298048,175455,107704
27+
48,429487,267906,192594,146112,581707,300922,172459,108485
28+
49,409445,270529,190337,143061,605329,305243,172563,108716
29+
50,386738,260798,186733,140129,587388,298714,170475,106417
30+
51,396024,262277,184300,137696,535591,296519,170879,104979
31+
52,407571,262146,184606,138520,552797,291336,168930,102418
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53,396478,259142,185735,134359,610330,298544,167364,103027
33+
54,384743,253172,181402,130539,614523,300038,168932,106514
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55,397113,250078,181356,133247,607453,307702,165982,103246
35+
56,384844,248267,177903,129241,614037,288066,163781,97079
36+
57,364828,243278,176709,124540,567633,289714,159607,94614
37+
58,351563,243461,174839,122692,555437,275197,155396,96773
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59,394774,239116,173482,121446,487313,263421,149494,92950
39+
60,382778,232802,169316,114811,457496,245395,150382,90877
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61,344113,233754,166239,111863,397550,232120,137982,82317
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62,323401,210138,160874,109751,390012,233244,123319,71862

‎content/00-introduction/fig0.html‎

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