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 1672 books in Economics
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375 comparisons
B
BT: -2.23
329 comparisons
B
BT: -2.23
369 comparisons
L
BT: -2.23
344 comparisons
C
BT: -2.24
360 comparisons
A
BT: -2.24
346 comparisons
C
BT: -2.24
383 comparisons
H
BT: -2.25
344 comparisons
F
BT: -2.25
395 comparisons
S
BT: -2.26
367 comparisons
I
BT: -2.26
396 comparisons
W
BT: -2.26
375 comparisons
M
BT: -2.26
399 comparisons
L
BT: -2.27
317 comparisons
U
BT: -2.27
375 comparisons
E
BT: -2.28
332 comparisons
E
BT: -2.28
342 comparisons
T
BT: -2.29
369 comparisons
G
BT: -2.29
378 comparisons
C
BT: -2.30
354 comparisons
S
BT: -2.30
342 comparisons
A
BT: -2.32
304 comparisons
S
BT: -2.32
350 comparisons
T
BT: -2.32
334 comparisons
1
BT: -2.32
655 comparisons
B
BT: -2.32
365 comparisons
M
BT: -2.33
379 comparisons
F
BT: -2.33
357 comparisons
T
BT: -2.33
346 comparisons
T
BT: -2.34
430 comparisons
T
BT: -2.34
346 comparisons
E
BT: -2.34
318 comparisons
H
BT: -2.35
377 comparisons
W
BT: -2.37
736 comparisons
M
BT: -2.37
348 comparisons
F
BT: -2.39
372 comparisons
I
BT: -2.40
384 comparisons
T
BT: -2.40
347 comparisons
T
BT: -2.41
369 comparisons
T
BT: -2.41
284 comparisons
A
BT: -2.41
367 comparisons
T
BT: -2.41
365 comparisons
T
BT: -2.42
273 comparisons
F
BT: -2.43
337 comparisons
A
BT: -2.44
336 comparisons
T
BT: -2.45
344 comparisons
F
BT: -2.45
384 comparisons
B
BT: -2.46
338 comparisons
A
BT: -2.47
328 comparisons
T
BT: -2.48
353 comparisons
A
BT: -2.49
347 comparisons
A
BT: -2.49
372 comparisons
T
BT: -2.49
333 comparisons
F
BT: -2.49
351 comparisons
T
BT: -2.50
676 comparisons
T
BT: -2.50
722 comparisons
R
BT: -2.51
376 comparisons
F
BT: -2.51
999 comparisons
N
BT: -2.51
354 comparisons
A
BT: -2.51
324 comparisons
T
BT: -2.51
880 comparisons
T
BT: -2.52
368 comparisons
T
BT: -2.53
318 comparisons
Z
BT: -2.54
350 comparisons
M
BT: -2.54
320 comparisons
O
BT: -2.54
385 comparisons
T
BT: -2.55
313 comparisons
I
BT: -2.55
378 comparisons
T
BT: -2.56
350 comparisons
T
BT: -2.56
351 comparisons
T
BT: -2.58
331 comparisons
T
BT: -2.59
331 comparisons
N
BT: -2.59
341 comparisons
T
BT: -2.60
296 comparisons
T
BT: -2.61
304 comparisons
E
BT: -2.62
349 comparisons
T
BT: -2.65
354 comparisons
U
BT: -2.65
342 comparisons
W
BT: -2.65
316 comparisons
G
BT: -2.66
362 comparisons
R
BT: -2.66
344 comparisons
L
BT: -2.66
496 comparisons
1
BT: -2.67
314 comparisons
T
BT: -2.69
378 comparisons
T
BT: -2.70
288 comparisons
W
BT: -2.70
339 comparisons
V
BT: -2.70
322 comparisons
A
BT: -2.71
307 comparisons
C
BT: -2.71
335 comparisons
G
BT: -2.73
321 comparisons
S
BT: -2.73
328 comparisons
C
BT: -2.73
287 comparisons
C
BT: -2.74
455 comparisons
F
BT: -2.74
324 comparisons
T
BT: -2.75
273 comparisons
S
BT: -2.76
319 comparisons
E
BT: -2.76
620 comparisons
T
BT: -2.76
338 comparisons
T
BT: -2.77
308 comparisons
I
BT: -2.78
337 comparisons
C
BT: -2.79
390 comparisons
A
BT: -2.79
320 comparisons
T
BT: -2.80
408 comparisons
G
BT: -2.81
341 comparisons
H
BT: -2.81
372 comparisons
S
BT: -2.83
330 comparisons
W
BT: -2.86
357 comparisons
T
BT: -2.88
359 comparisons
M
BT: -2.88
314 comparisons
T
BT: -2.89
361 comparisons
P
BT: -2.89
340 comparisons
T
BT: -2.90
338 comparisons
B
BT: -2.91
317 comparisons
E
BT: -2.93
301 comparisons
B
BT: -2.94
405 comparisons
B
BT: -2.94
264 comparisons
T
BT: -2.95
554 comparisons
P
BT: -2.95
367 comparisons
S
BT: -2.97
320 comparisons
R
BT: -2.97
353 comparisons
T
BT: -2.99
674 comparisons
T
BT: -2.99
318 comparisons
T
BT: -3.00
295 comparisons
T
BT: -3.00
271 comparisons
T
BT: -3.01
300 comparisons
R
BT: -3.02
384 comparisons
L
BT: -3.02
364 comparisons
T
BT: -3.02
354 comparisons
e
BT: -3.03
432 comparisons
U
BT: -3.03
326 comparisons
T
BT: -3.04
337 comparisons
T
BT: -3.04
338 comparisons
T
BT: -3.05
273 comparisons
D
BT: -3.06
392 comparisons
C
BT: -3.06
333 comparisons
T
BT: -3.06
318 comparisons
G
BT: -3.06
355 comparisons
P
BT: -3.06
378 comparisons
L
BT: -3.07
352 comparisons
T
BT: -3.07
367 comparisons
S
BT: -3.07
352 comparisons
R
BT: -3.08
376 comparisons
H
BT: -3.09
274 comparisons
E
BT: -3.09
355 comparisons
V
BT: -3.10
294 comparisons
T
BT: -3.13
251 comparisons
B
BT: -3.14
329 comparisons
T
BT: -3.14
333 comparisons
S
BT: -3.14
345 comparisons
G
BT: -3.15
308 comparisons
R
BT: -3.15
637 comparisons
E
BT: -3.15
331 comparisons
T
BT: -3.16
365 comparisons
T
BT: -3.16
347 comparisons
C
BT: -3.16
656 comparisons
U
BT: -3.17
679 comparisons
T
BT: -3.18
323 comparisons
T
BT: -3.18
350 comparisons
A
BT: -3.18
347 comparisons
S
BT: -3.19
334 comparisons
G
BT: -3.19
337 comparisons
H
BT: -3.19
328 comparisons
I
BT: -3.19
321 comparisons
A
BT: -3.21
348 comparisons
I
BT: -3.22
314 comparisons
G
BT: -3.25
383 comparisons
C
BT: -3.26
280 comparisons
E
BT: -3.26
667 comparisons
B
BT: -3.26
331 comparisons
E
BT: -3.27
324 comparisons
W
BT: -3.28
323 comparisons
M
BT: -3.29
343 comparisons
T
BT: -3.29
315 comparisons
L
BT: -3.30
338 comparisons
T
BT: -3.30
361 comparisons
T
BT: -3.31
620 comparisons
A
BT: -3.32
327 comparisons
S
BT: -3.33
336 comparisons
B
BT: -3.34
363 comparisons
P
BT: -3.34
341 comparisons
C
BT: -3.35
352 comparisons
F
BT: -3.36
309 comparisons
T
BT: -3.36
501 comparisons
T
BT: -3.36
335 comparisons
R
BT: -3.36
257 comparisons
F
BT: -3.37
373 comparisons
B
BT: -3.38
343 comparisons
N
BT: -3.38
344 comparisons
S
BT: -3.38
334 comparisons
T
BT: -3.39
418 comparisons
U
BT: -3.40
340 comparisons
O
BT: -3.40
346 comparisons
T
BT: -3.40
409 comparisons
A
BT: -3.41
346 comparisons
A
BT: -3.42
316 comparisons
S
BT: -3.42
336 comparisons
T
BT: -3.43
362 comparisons
F
BT: -3.43
324 comparisons
C
BT: -3.43
381 comparisons
C
BT: -3.43
360 comparisons
H
BT: -3.44
328 comparisons
H
BT: -3.44
383 comparisons
T
BT: -3.44
343 comparisons
P
BT: -3.45
334 comparisons
P
BT: -3.46
254 comparisons
A
BT: -3.46
353 comparisons
A
BT: -3.46
284 comparisons
D
BT: -3.47
475 comparisons
D
BT: -3.47
330 comparisons
A
BT: -3.47
343 comparisons
T
BT: -3.48
315 comparisons
T
BT: -3.48
240 comparisons
T
BT: -3.48
255 comparisons
A
BT: -3.49
336 comparisons
T
BT: -3.49
264 comparisons
S
BT: -3.49
305 comparisons
A
BT: -3.49
367 comparisons
T
BT: -3.50
347 comparisons
C
BT: -3.50
306 comparisons
W
BT: -3.50
326 comparisons
S
BT: -3.50
323 comparisons
F
BT: -3.50
345 comparisons
M
BT: -3.51
307 comparisons
M
BT: -3.52
344 comparisons
C
BT: -3.52
232 comparisons
T
BT: -3.53
341 comparisons
T
BT: -3.53
324 comparisons
T
BT: -3.54
308 comparisons
T
BT: -3.54
357 comparisons
L
BT: -3.54
361 comparisons
R
BT: -3.54
346 comparisons
C
BT: -3.54
341 comparisons
H
BT: -3.54
332 comparisons
O
BT: -3.57
356 comparisons
C
BT: -3.57
349 comparisons
T
BT: -3.57
318 comparisons
T
BT: -3.58
316 comparisons
O
BT: -3.58
322 comparisons
U
BT: -3.58
324 comparisons
F
BT: -3.58
369 comparisons
M
BT: -3.59
277 comparisons
L
BT: -3.59
313 comparisons
T
BT: -3.60
336 comparisons
M
BT: -3.61
317 comparisons
H
BT: -3.61
345 comparisons
S
BT: -3.63
376 comparisons
S
BT: -3.63
379 comparisons
F
BT: -3.63
283 comparisons
B
BT: -3.63
329 comparisons
U
BT: -3.64
303 comparisons
P
BT: -3.66
354 comparisons
U
BT: -3.66
356 comparisons
T
BT: -3.66
304 comparisons
T
BT: -3.68
324 comparisons
T
BT: -3.69
343 comparisons
P
BT: -3.70
257 comparisons
T
BT: -3.70
300 comparisons
T
BT: -3.70
246 comparisons
P
BT: -3.70
282 comparisons
T
BT: -3.70
311 comparisons
C
BT: -3.71
327 comparisons
S
BT: -3.72
333 comparisons
E
BT: -3.72
336 comparisons
T
BT: -3.72
376 comparisons
L
BT: -3.72
364 comparisons
D
BT: -3.73
286 comparisons
O
BT: -3.74
324 comparisons
T
BT: -3.74
296 comparisons
E
BT: -3.74
294 comparisons
H
BT: -3.74
293 comparisons
T
BT: -3.75
269 comparisons
C
BT: -3.75
298 comparisons
A
BT: -3.75
301 comparisons
M
BT: -3.76
336 comparisons
T
BT: -3.76
283 comparisons
T
BT: -3.76
343 comparisons
T
BT: -3.77
294 comparisons
O
BT: -3.77
257 comparisons
E
BT: -3.78
349 comparisons
F
BT: -3.78
273 comparisons
D
BT: -3.78
299 comparisons
K
BT: -3.78
323 comparisons
T
BT: -3.78
334 comparisons
B
BT: -3.79
319 comparisons
T
BT: -3.79
309 comparisons
T
BT: -3.79
275 comparisons
E
BT: -3.80
288 comparisons
T
BT: -3.80
327 comparisons
T
BT: -3.80
199 comparisons
T
BT: -3.80
276 comparisons
P
BT: -3.82
277 comparisons
W
BT: -3.82
282 comparisons
I
BT: -3.82
270 comparisons
T
BT: -3.85
291 comparisons
F
BT: -3.86
223 comparisons
T
BT: -3.86
302 comparisons
T
BT: -3.87
247 comparisons
I
BT: -3.87
261 comparisons
M
BT: -3.87
297 comparisons
T
BT: -3.87
260 comparisons
O
BT: -3.88
279 comparisons
C
BT: -3.88
220 comparisons
o
BT: -3.89
265 comparisons
W
BT: -3.90
316 comparisons
W
BT: -3.90
257 comparisons
E
BT: -3.90
266 comparisons
I
BT: -3.91
315 comparisons
B
BT: -3.91
290 comparisons
E
BT: -3.92
272 comparisons
O
BT: -3.95
256 comparisons
F
BT: -3.96
340 comparisons
R
BT: -3.98
225 comparisons
T
BT: -4.01
272 comparisons
S
BT: -4.02
275 comparisons
T
BT: -4.03
165 comparisons
T
BT: -4.04
218 comparisons
T
BT: -4.05
266 comparisons
T
BT: -4.06
247 comparisons
S
BT: -4.08
248 comparisons
T
BT: -4.09
191 comparisons
T
BT: -4.09
279 comparisons
T
BT: -4.10
224 comparisons
T
BT: -4.11
271 comparisons
A
BT: -4.12
317 comparisons
T
BT: -4.14
209 comparisons
O
BT: -4.15
216 comparisons
N
BT: -4.15
221 comparisons
P
BT: -4.15
196 comparisons
Y
BT: -4.16
199 comparisons
M
BT: -4.16
240 comparisons
T
BT: -4.17
230 comparisons
P
BT: -4.17
234 comparisons
C
BT: -4.17
252 comparisons
W
BT: -4.21
204 comparisons
T
BT: -4.22
188 comparisons
T
BT: -4.26
204 comparisons
M
BT: -4.26
163 comparisons
T
BT: -4.28
151 comparisons
S
BT: -4.28
168 comparisons
T
BT: -4.30
202 comparisons
T
BT: -4.33
163 comparisons
C
BT: -4.34
187 comparisons
C
BT: -4.34
166 comparisons
T
BT: -4.36
125 comparisons
I
BT: -4.38
203 comparisons
T
BT: -4.38
290 comparisons
W
BT: -4.41
153 comparisons
T
BT: -4.44
197 comparisons
D
BT: -4.45
176 comparisons
B
BT: -4.45
143 comparisons
F
BT: -4.50
130 comparisons
W
BT: -4.52
140 comparisons
C
BT: -4.58
279 comparisons
P
BT: -4.60
215 comparisons
E
BT: -4.65
171 comparisons
A
BT: -4.65
123 comparisons
W
BT: -4.71
175 comparisons
J
BT: -4.73
106 comparisons
P
BT: -4.83
187 comparisons
T
BT: -4.85
294 comparisons
T
BT: -4.86
145 comparisons
T
BT: -4.87
128 comparisons
T
BT: -4.92
126 comparisons
D
BT: -4.99
126 comparisons
T
BT: -5.03
160 comparisons
L
BT: -5.03
149 comparisons
A
BT: -5.10
119 comparisons
L
BT: -5.11
150 comparisons
T
BT: -5.20
118 comparisons
M
BT: -5.20
229 comparisons
C
BT: -5.39
108 comparisons
T
BT: -5.52
136 comparisons
T
BT: -5.61
203 comparisons
S
BT: -5.78
101 comparisons
T
BT: -5.81
168 comparisons
M
BT: -5.84
100 comparisons
T
BT: -5.85
105 comparisons
W
BT: -5.89
107 comparisons
T
BT: -5.94
100 comparisons
T
BT: -6.08
106 comparisons
A
BT: -6.54
106 comparisons
B
BT: -6.66
188 comparisons
S
BT: -6.86
108 comparisons
