Book Rankings i I scraped marginalrevolution.com/marginalrevolution/category/books. I used gemini-2.5-flash because it's affordable and llama is too slow on my macbook. I had it first extract book titles from posts. I then had it compare two books at a time to see which review expressed a stronger positive sentiment. There are roughly 24.5 million such comparisons to do for an exhaustive set, but I already racked up a decent bill on gemini with 2 million comparisons so I stopped there. Thus the rankings are roughly accurate but not necessarily extremely precise. You shouldn't necessarily interpret book #5 as being better than book #6, but moreso books #1-10 being better than books #10-20.
Tyler Cowen's favorites from Marginal Revolution
Showing 198 books in Social History
BT: 12.46
212 comparisons
BT: 12.46
188 comparisons
S
BT: 10.36
223 comparisons
M
BT: -0.01
316 comparisons
Y
BT: -0.05
363 comparisons
H
BT: -0.06
361 comparisons
P
BT: -0.10
364 comparisons
W
BT: -0.10
333 comparisons
T
BT: -0.12
296 comparisons
B
BT: -0.14
545 comparisons
T
BT: -0.20
356 comparisons
V
BT: -0.24
671 comparisons
T
BT: -0.25
331 comparisons
T
BT: -0.25
317 comparisons
T
BT: -0.26
325 comparisons
A
BT: -0.36
365 comparisons
A
BT: -0.38
373 comparisons
S
BT: -0.51
369 comparisons
R
BT: -0.55
451 comparisons
E
BT: -0.60
377 comparisons
S
BT: -0.62
390 comparisons
T
BT: -0.63
337 comparisons
O
BT: -0.64
662 comparisons
C
BT: -0.69
744 comparisons
T
BT: -0.72
358 comparisons
S
BT: -0.76
361 comparisons
A
BT: -0.80
337 comparisons
M
BT: -0.81
345 comparisons
T
BT: -1.00
366 comparisons
T
BT: -1.04
389 comparisons
T
BT: -1.08
389 comparisons
L
BT: -1.12
385 comparisons
A
BT: -1.12
750 comparisons
A
BT: -1.15
493 comparisons
S
BT: -1.20
384 comparisons
B
BT: -1.21
386 comparisons
H
BT: -1.23
404 comparisons
T
BT: -1.28
343 comparisons
B
BT: -1.31
379 comparisons
P
BT: -1.41
388 comparisons
T
BT: -1.47
665 comparisons
N
BT: -1.54
401 comparisons
T
BT: -1.78
388 comparisons
T
BT: -1.79
368 comparisons
S
BT: -1.80
323 comparisons
C
BT: -1.83
340 comparisons
S
BT: -1.83
352 comparisons
P
BT: -1.84
367 comparisons
L
BT: -1.88
414 comparisons
B
BT: -1.91
377 comparisons
T
BT: -1.96
745 comparisons
S
BT: -1.97
372 comparisons
R
BT: -2.08
379 comparisons
G
BT: -2.11
399 comparisons
B
BT: -2.23
344 comparisons
L
BT: -2.28
373 comparisons
S
BT: -2.32
332 comparisons
F
BT: -2.33
357 comparisons
S
BT: -2.40
372 comparisons
A
BT: -2.40
348 comparisons
T
BT: -2.71
369 comparisons
A
BT: -2.85
299 comparisons
T
BT: -2.85
374 comparisons
T
BT: -2.88
359 comparisons
I
BT: -3.03
364 comparisons
T
BT: -3.04
330 comparisons
E
BT: -3.09
355 comparisons
L
BT: -3.11
316 comparisons
H
BT: -3.16
391 comparisons
T
BT: -3.19
317 comparisons
R
BT: -3.19
309 comparisons
T
BT: -3.21
341 comparisons
V
BT: -3.24
282 comparisons
A
BT: -3.26
272 comparisons
A
BT: -3.32
327 comparisons
S
BT: -3.42
313 comparisons
F
BT: -3.43
324 comparisons
C
BT: -3.43
360 comparisons
A
BT: -3.46
353 comparisons
A
BT: -3.49
260 comparisons
F
BT: -3.58
369 comparisons
I
BT: -3.61
323 comparisons
T
BT: -3.65
311 comparisons
M
BT: -3.69
289 comparisons
V
BT: -3.70
294 comparisons
A
BT: -3.70
279 comparisons
T
BT: -3.75
353 comparisons
A
BT: -3.87
289 comparisons
C
BT: -3.93
283 comparisons
E
BT: -4.01
271 comparisons
T
BT: -4.12
281 comparisons
T
BT: -4.13
189 comparisons
T
BT: -4.34
226 comparisons
A
BT: -4.36
187 comparisons
T
BT: -5.07
122 comparisons