Detailed: We construct a directed, weighted graph whose nodes are authors (identified by slugified display names). For every comment, we add an edge from the commenter to the author of the post being commented on; multiple comments from the same commenter to the same post author increase the edge weight. We then run basic NetworkX PageRank (α=0.85) over this graph, which models a random surfer who, with probability α, follows an outgoing edge chosen in proportion to its weight (so commenters distribute their influence to the authors they engage with), and with probability (1−α) teleports uniformly to any author. The PageRank score for each author is the steady-state probability of landing on that author and reflects second-order influence: being commented on by many people helps, but being commented on by already influential commenters helps even more. The CSV’s weighted_in/out are simple sums of incoming/outgoing edge weights for context; the PageRank column is the actual influence score and the scores sum to ~1.
Bars explained (relative within the top‑N shown here):
• PageRank (×10^4): PR normalized to the max PR in this table; the number shown is PR×10,000 (rounded).
• In Rel: Weighted In normalized to the max Weighted In here. Weighted In = total comments other people wrote on an author’s posts (repeats count).
• Out Rel: Weighted Out normalized to the max Weighted Out here. Weighted Out = total comments an author wrote on others’ posts (self‑comments excluded).
# | Author | PageRank (×10^4) | PR Rel | Weighted In | In Rel | Weighted Out | Out Rel |
---|---|---|---|---|---|---|---|
1 | Toby Tremlett🔹 | 601 | 1718 | 100 | |||
2 | Vasco Grilo🔸 | 329 | 660 | 689 | |||
3 | Bentham's Bulldog | 230 | 628 | 5 | |||
4 | Austin | 87 | 431 | 42 | |||
5 | Avila | 86 | 46 | 1 | |||
6 | 80000_Hours | 85 | 261 | 1 | |||
7 | Noah Birnbaum | 83 | 37 | 19 | |||
8 | Ambitious Impact | 73 | 143 | 0 | |||
9 | Richard Y Chappell🔸 | 72 | 227 | 118 | |||
10 | VettedCauses | 66 | 167 | 14 | |||
11 | Beast Philanthropy | 54 | 56 | 0 | |||
12 | Jeff Kaufman 🔸 | 53 | 201 | 105 | |||
13 | Bob Fischer | 53 | 106 | 15 | |||
14 | Earthling | 52 | 55 | 0 | |||
15 | Giving What We Can🔸 | 51 | 103 | 0 | |||
16 | NickLaing | 51 | 177 | 473 | |||
17 | Unknown | 47 | 174 | 0 | |||
18 | Holly Elmore ⏸️ 🔸 | 47 | 157 | 81 | |||
19 | titotal | 46 | 192 | 144 | |||
20 | Sarah Cheng | 45 | 122 | 33 | |||
21 | Maniano | 44 | 228 | 11 | |||
22 | Ozzie Gooen | 42 | 113 | 168 | |||
23 | PreciousPig | 37 | 27 | 1 | |||
24 | Open Philanthropy | 37 | 108 | 0 | |||
25 | Molly Archer-Zeff | 36 | 45 | 0 | |||
26 | sammyboiz🔸 | 34 | 111 | 12 | |||
27 | Aidan Alexander | 33 | 86 | 26 | |||
28 | MathiasKB🔸 | 32 | 77 | 35 | |||
29 | Alexander_Berger | 32 | 141 | 4 | |||
30 | KarolinaSarek🔸 | 31 | 73 | 8 | |||
31 | Julia_Wise🔸 | 31 | 66 | 72 | |||
32 | Matthew_Barnett | 30 | 109 | 82 | |||
33 | Ben_West🔸 | 30 | 123 | 109 | |||
34 | ElliotTep | 29 | 72 | 7 | |||
35 | LintzA | 28 | 90 | 2 | |||
36 | Zachary Robinson🔸 | 28 | 84 | 6 | |||
37 | gergo | 27 | 54 | 55 | |||
38 | Eric Neyman | 26 | 15 | 3 | |||
39 | rebecca | 25 | 115 | 103 | |||
40 | JWS 🔸 | 25 | 97 | 63 | |||
41 | OscarD🔸 | 25 | 82 | 146 | |||
42 | Forethought | 25 | 141 | 0 | |||
43 | Alfredo Parra 🔸 | 25 | 68 | 14 | |||
44 | Oscar Howie | 25 | 38 | 3 | |||
45 | Joey🔸 | 24 | 87 | 17 | |||
46 | Calum | 24 | 50 | 7 | |||
47 | Mjreard | 24 | 87 | 41 | |||
48 | Henry Howard🔸 | 24 | 88 | 93 | |||
49 | Garrison | 23 | 103 | 17 | |||
50 | Lizka | 23 | 49 | 25 | |||
51 | SpeedyOtter | 22 | 16 | 0 | |||
52 | EV UK Board | 22 | 131 | 0 | |||
53 | Linch | 22 | 78 | 165 | |||
54 | JP Addison🔸 | 22 | 36 | 22 | |||
55 | ElliotJDavies | 21 | 25 | 25 | |||
56 | LewisBollard | 21 | 72 | 2 | |||
57 | frances_lorenz | 21 | 44 | 10 | |||
58 | MichaelDickens | 21 | 81 | 112 | |||
59 | Joseph Sarvary | 20 | 11 | 2 | |||
60 | David Thorstad | 20 | 50 | 9 | |||
61 | Elijah Whipple | 20 | 31 | 0 | |||
62 | Denis | 19 | 14 | 37 | |||
63 | Simon Holm | 19 | 8 | 3 | |||
64 | David Mathers🔸 | 19 | 24 | 302 | |||
65 | Rethink Priorities | 19 | 55 | 1 | |||
66 | Joel Tan🔸 | 18 | 54 | 29 | |||
67 | JamesÖz 🔸 | 18 | 48 | 25 | |||
68 | Anthony DiGiovanni | 18 | 33 | 33 | |||
69 | Henri Thunberg 🔸 | 18 | 26 | 14 | |||
70 | Ronen Bar | 18 | 44 | 14 | |||
71 | Aisling Leow | 18 | 6 | 0 | |||
72 | Luke Freeman 🔸 | 17 | 31 | 4 | |||
73 | Bella | 17 | 28 | 43 | |||
74 | Aaron Boddy🔸 | 17 | 40 | 10 | |||
75 | NunoSempere | 17 | 60 | 41 | |||
76 | Arepo | 17 | 66 | 114 | |||
77 | calebp | 17 | 33 | 91 | |||
78 | Sanjay | 17 | 60 | 16 | |||
79 | Derek Shiller | 16 | 50 | 36 | |||
80 | David_Moss | 16 | 53 | 83 | |||
81 | Zach Stein-Perlman | 16 | 52 | 32 | |||
82 | Agnes Stenlund | 16 | 30 | 4 | |||
83 | Denkenberger🔸 | 16 | 29 | 38 | |||
84 | JDLC | 16 | 9 | 8 | |||
85 | Rob Gledhill | 16 | 79 | 0 | |||
86 | Tyler Johnston | 15 | 30 | 11 | |||
87 | OllieBase | 15 | 51 | 54 | |||
88 | stevenhuyn🔸 | 15 | 15 | 5 | |||
89 | Leah Pierson | 15 | 44 | 1 | |||
90 | Rory Fenton | 15 | 12 | 0 | |||
91 | Toby_Ord | 15 | 70 | 15 | |||
92 | Jim Buhler | 15 | 57 | 15 | |||
93 | Kevin Xia 🔸 | 15 | 29 | 10 | |||
94 | Andy Masley | 14 | 39 | 0 | |||
95 | EA NZ | 14 | 22 | 0 | |||
96 | Xing Shi Cai | 14 | 4 | 18 | |||
97 | Seth Ariel Green 🔸 | 14 | 39 | 31 | |||
98 | Bob Jacobs | 14 | 50 | 14 | |||
99 | MBrent94 | 14 | 17 | 0 | |||
100 | Pablo | 14 | 82 | 33 | |||
101 | Alex Savard 🔸 | 14 | 18 | 0 | |||
102 | JordanStone | 14 | 37 | 14 | |||
103 | Nicolae | 13 | 67 | 2 | |||
104 | Aaron Gertler 🔸 | 13 | 33 | 11 | |||
105 | Constance Li | 13 | 18 | 21 | |||
106 | GiveWell | 13 | 34 | 6 | |||
107 | AGB 🔸 | 13 | 70 | 16 | |||
108 | Tobias Häberli | 13 | 21 | 26 | |||
109 | Adebayo Mubarak | 13 | 15 | 8 | |||
110 | burner2 | 13 | 87 | 0 | |||
111 | MikhailSamin | 13 | 54 | 12 | |||
112 | SofiaBalderson | 13 | 25 | 24 | |||
113 | RobertHarling | 13 | 14 | 4 | |||
114 | William_MacAskill | 13 | 89 | 42 | |||
115 | Non-zero-sum James | 12 | 34 | 19 | |||
116 | Joe_Carlsmith | 12 | 62 | 2 | |||
117 | Ben Williamson | 12 | 26 | 4 | |||
118 | Maxwell Tabarrok | 12 | 66 | 1 | |||
119 | Patrick Mayerhofer 🔸 | 12 | 21 | 3 | |||
120 | SiobhanBall | 12 | 55 | 18 | |||
121 | Marcus Abramovitch 🔸 | 12 | 38 | 83 | |||
122 | Sam Holton | 12 | 16 | 0 | |||
123 | defun 🔸 | 12 | 61 | 19 | |||
124 | richard_ngo | 12 | 54 | 19 | |||
125 | James Fodor | 12 | 61 | 3 | |||
126 | Chris Leong | 12 | 19 | 180 | |||
127 | ENAIS | 12 | 17 | 0 | |||
128 | Agustín Covarrubias 🔸 | 11 | 31 | 18 | |||
129 | Remmelt | 11 | 51 | 30 | |||
130 | J. Birch | 11 | 3 | 3 | |||
131 | Aric Floyd | 11 | 36 | 0 | |||
132 | Lauren Gilbert | 11 | 43 | 1 | |||
133 | Sofia_Fogel | 11 | 19 | 1 | |||
134 | BrianTan | 11 | 16 | 9 | |||
135 | Jan_Kulveit | 11 | 40 | 3 | |||
136 | Andreas_Mogensen | 11 | 36 | 10 | |||
137 | Ian Turner | 11 | 6 | 123 | |||
138 | Sarah Weiler | 11 | 67 | 8 | |||
139 | elizabethcooper | 11 | 2 | 3 | |||
140 | ThomasW | 11 | 25 | 0 | |||
141 | spencerg | 10 | 45 | 0 | |||
142 | jordanve🔸 | 10 | 27 | 6 | |||
143 | Ariel Simnegar 🔸 | 10 | 49 | 32 | |||
144 | Linda Linsefors | 10 | 26 | 22 | |||
145 | AnonymousEAForumAccount | 10 | 45 | 22 | |||
146 | Dave Cortright 🔸 | 10 | 48 | 28 | |||
147 | Joris 🔸 | 10 | 27 | 16 | |||
148 | Matrice Jacobine | 10 | 39 | 49 | |||
149 | Christopher Clay | 10 | 9 | 7 | |||
150 | Hauke Hillebrandt | 10 | 16 | 7 | |||
151 | Joseph Miller | 10 | 28 | 15 | |||
152 | Will Howard🔹 | 10 | 17 | 43 | |||
153 | Leif Wenar | 10 | 44 | 0 | |||
154 | EffectiveHelp - Cameroon | 10 | 22 | 0 | |||
155 | Rasool | 10 | 19 | 29 | |||
156 | jackva | 10 | 39 | 57 | |||
157 | Owen Cotton-Barratt | 10 | 53 | 206 | |||
158 | wtroy | 10 | 3 | 4 | |||
159 | Larks | 10 | 36 | 232 | |||
160 | Nathan Young | 10 | 48 | 193 | |||
161 | Matthew Rendall | 10 | 53 | 6 | |||
162 | Guillem Lajara🔸 | 10 | 1 | 0 | |||
163 | abrahamrowe | 9 | 32 | 44 | |||
164 | conflictaverse | 9 | 3 | 17 | |||
165 | DavidNash | 9 | 28 | 27 | |||
166 | matthes | 9 | 19 | 0 | |||
167 | Raemon | 9 | 63 | 6 | |||
168 | Nora Belrose | 9 | 13 | 0 | |||
169 | Felix De Simone | 9 | 25 | 2 | |||
170 | Kaleem | 9 | 19 | 14 | |||
171 | Hayley Clatterbuck | 9 | 43 | 3 | |||
172 | trammell | 9 | 25 | 24 | |||
173 | Jamie E | 9 | 41 | 14 | |||
174 | Stan Pinsent | 9 | 27 | 19 | |||
175 | Kat Woods 🔶 ⏸️ | 9 | 35 | 42 | |||
176 | lroberts | 9 | 28 | 5 | |||
177 | Henry Stanley 🔸 | 9 | 51 | 15 | |||
178 | Dorothy M. | 9 | 18 | 9 | |||
179 | Alix Pham | 9 | 38 | 10 | |||
180 | escapealert | 9 | 28 | 2 | |||
181 | Chris Popa | 8 | 25 | 1 | |||
182 | Will Aldred | 8 | 36 | 49 | |||
183 | Wladimir J. Alonso | 8 | 20 | 6 | |||
184 | Manuel Allgaier | 8 | 7 | 47 | |||
185 | Devin Kalish | 8 | 19 | 15 | |||
186 | Jamie_Harris | 8 | 27 | 47 | |||
187 | Sam Robinson 🔸 | 8 | 6 | 3 | |||
188 | Max Taylor | 8 | 18 | 3 | |||
189 | haven | 8 | 18 | 5 | |||
190 | hamandcheese | 8 | 58 | 0 | |||
191 | questionhaver8733 | 8 | 15 | 0 | |||
192 | Eevee🔹 | 8 | 43 | 27 | |||
193 | Michael St Jules 🔸 | 8 | 58 | 294 | |||
194 | Luke Moore 🔸 | 8 | 19 | 24 | |||
195 | Tom Bry-Chevalier🔸 | 8 | 28 | 4 | |||
196 | RobBensinger | 8 | 17 | 16 | |||
197 | michel | 8 | 15 | 21 | |||
198 | emre kaplan🔸 | 8 | 29 | 46 | |||
199 | Deborah W.A. Foulkes | 8 | 59 | 21 | |||
200 | Benjamin_Todd | 8 | 31 | 16 |