ALGORITHMS FOR PAGERANK SENSITIVITY DISSERTATION

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ALGORITHMS FOR PAGERANK SENSITIVITY DISSERTATION ( algorithms-for-pagerank-sensitivity-dissertation )

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38 2 ⋅ pagerank background Name Vertices Edges Strong components Largest % component Max out- degree Out-degree % 0 nodes Max in- degree In-degree 0 nodes % Largest core Size of % 1-core ickr-0.02a 33,607 ickr-0.0001a 820,878 124,867 9,837,214 33,070 277,277 538 1 % 527,476 64 % 7,043 10,272 33,064 98 % 265,189 32 % 174 8,549 0 0 0 0 % 25 % 351 18,371 54 % 483,062 58 % generankk 4,047 ubc-csb 51,681 339,596 10 4,026 99% 493 0 0% 493 0 0% 129 38 <1 % 28,805 55% ubcb 339,147 0 0% 80 699 7% 13 0 0% 1 38 2% 6 0 0% 152 68,062 9% 162 204,641 60% 4,357 43% 114 100 % 660 40% 240,171 73% 303,227 44% wb-cs.stanc , d , e wb-aa.stanc , d , e wb-ee.stanc , d , e wwwf 325,729 stan-berkg 683,446 au2005h au2006h nz2006h uk2004h uk2005h us2004h us2004scch 4,060,729 3,907,649 604,913 9,744,400 10,037,216 6,411,252 1,084,200 21,019,271 23,782,896 3,777,080 42,586,558 47,993,341 23,883,438 11,554,007 3,021,497 2,854,693 455,317 7,153,046 7,338,097 5,243,332 1 1,008,816 24% 1,016,992 26% 144,020 23% 2,489,828 25% 2,604,479 25% 1,084,200 16% 1,084,200 100 % 7,620 16,605 3,281 20,000 19,710 20,000 12,479 2,819,272 69% 2,682,095 68% 435,563 72% 6,630,536 68% 6,837,983 68% 4,826,195 75% 0 0% 48,027 56,944 20,864 45,495 63,624 10,887 <1% 177 2,315 <1% 208 0 0% 81 2,820 <1% 152 9,764 <1% 165 602 <1% 143 0 0% 143 3,242,363 79% 3,040,678 77% 492,870 81% 7,914,970 81% 8,082,737 80% 5,384,310 83% 607,287 56% cnr-2000d , e eu-2005d , e in-2004d , e wb-educ,d,e 325,557 3,216,152 19,235,140 16,917,053 57,156,537 100,977 90,768 367,675 4,269,022 112,023 34% 752,725 87% 593,687 42% 2,716 6,985 7,753 3,841 78,056 23% 18,235 68,922 21,866 25,762 0 0% 81 165,919 50% 215,580 24% 672,031 48% wiki-20051105i wiki-20060925i wiki-20061104i wiki-20070206i wiki-20070402i wiki-20070527i wiki-20070802i wiki-20070908i 1,634,989 2,983,494 3,148,440 3,566,907 3,799,337 4,011,714 4,335,341 4,500,343 19,753,078 37,269,096 39,383,235 45,030,389 48,193,953 51,114,161 55,177,586 57,296,613 528,698 1,103,453 67% 2,003,668 67% 2,104,115 66% 2,358,755 66% 2,500,292 65% 2,629,388 65% 2,827,699 65% 2,929,856 65% 4,970 5,852 6,576 7,061 7,004 5,338 8,546 7,079 72,556 4% 88,970 2% 91,462 2% 75,547 159,378 168,685 187,342 199,158 208,855 220,757 228,860 464,135 28% 60 873,634 29% 68 932,906 29% 69 331,451 20% 581,383 19% 605,593 19% 674,097 18% 715,174 18% 753,833 18% 826,126 19% 865,744 19% Continued on Next Page. . . 9,914 114 1,615 862,664 1,382,908 9,845,725 2,916,860 29% 71,675 8% 282,306 20% 2,925,419 29% 0 0% 378 86 <1% 473 717,705 7% 447 4,870,109 49% Table 2.2 – The percent values are the percentage of total pages with the property in the preceding column. 673,010 4,203,811 36,854 229 7,046 1,497,134 7,583,376 7,217 65,141 4,391 3 531 203,609 109,238 17,807 34% 249,872 73% 2,759 27% 112 98% 653 40% 53,968 16% 333,752 48% 3,723 24,759 277 109 210 3,445 249 4,732 9% 53,549 15% 2,861 28% 2 1% 465 28% 187,788 57% 4,735 <1% 15,272 90,577 340 110 221 10,721 83,448 0 0% 34 975,731 1,040,035 1,203,340 1,292,985 1,375,774 1,500,443 1,562,056 101,303 2% 104,511 2% 112,452 2% 124,484 2% 129,126 2% 1,078,682 30% 71 1,158,045 30% 73 1,231,908 30% 74 1,342,058 30% 76 1,396,369 31% 77 116,393 45,309

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