ALGORITHMS FOR PAGERANK SENSITIVITY DISSERTATION

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

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2.8 ⋅ pagerank datasets 39 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 wiki-20080103i 4,982,964 wiki-20080312i 5,284,673 wiki-20081008 6,233,375 wiki-20090306i 6,750,292 63,242,904 66,939,152 75,712,300 80,990,219 1,799,291 1,927,455 2,397,234 2,596,053 3,175,527 63 % 3,348,819 63 % 3,826,461 61 % 4,143,840 61 % 5,742 5,611 5,777 5,640 139,301 2 % 149,626 2 % 182,592 2 % 206,685 3 % 258,035 273,529 304,430 321,426 1,609,050 1,721,505 2,141,321 2,319,993 32 % 79 32 % 80 34 % 81 34 % 78 943,480 18 % 18 % 18 % 18 % uk-2006-hostj 11,402 uk-2007-hostj 114,529 730,774 1,836,441 2,935 54,822 7,945 69 % 59,160 51 % 5,994 51,692 2,434 21 % 49,379 43 % 2,750 3,518 260 4,766 2 % 67 4 % 259 655 10,710 5 % 9 % wb-2001d , e arabic-2005d , e incn-2004d , e sk-2005d , e uk-2005d , e uk-2002d , e it-2004d , e uk-2006j uk-2007j 105,896,555 1,019,903,190 639,999,458 194,109,311 41,126,852 4,000,414 1,749,052 8,815,057 5,811,041 3,887,634 6,753,961 53,891,939 45 % 15,177,163 66 % 3,806,327 51 % 35,874,412 70 % 25,711,307 65 % 12,090,163 65 % 29,855,421 72 % 49,710,330 63 % 68,582,555 64 % 3,841 9,905 6,985 27,659,673 23 % 3,301,085 14 % 1,309,127 17 % 6,903,532 13 % 4,407,986 11 % 2,761,116 14 % 5,268,869 12 % 8,439,830 10 % 816,127 575,618 256,425 5,946,889 369 287 401 15,661 117,975 2,538 994,082 6,554,828 5 % 1,218 <1 % 3,126 <1 % 6,822 <1 % 4,502 <1 % 585 <1 % 943 <1 % 3,199 60,654,989 9,487,719 3,389,134 51 % 41 % 45 % 38 % 42 % 47 % 43 % 44 % 46 % 118,142,155 22,744,080 7,414,866 50,636,154 39,459,925 18,520,486 41,291,594 77,741,046 1,949,412,601 936,364,282 298,113,762 12,870 5,213 2,450 9,964 8,563,808 1,776,852 194,942 1,326,745 4,070,239 975,418 19,301,703 16,807,640 8,765,833 18,130,880 34,780,373 49,760,746 1,150,725,436 2,965,197,340 3,738,733,648 10,789,143 21,398,038 20,178 15,402 12,949,672 12 % 1 % 4,986 6 % 5,664 a See section 2.8.2. b Gray et al. [2007] c Subset of webbase-2001 dataset [Hirai et al., 2000], determined by domain. d Boldi et al. [2004] e Boldi and Vigna [2005] f Barabási et al. [1999a],Barabási et al. [1999b] g Davis [2007], the Kamvar collection h Thelwall [2003] i See section 2.8.1. j Castillo et al. [2006] k Morrison et al. [2005] Table 2.2 – Continued 991,149 1,169,591 1,278,802

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