📊 The Coroner's Report

Statistical autopsy of code availability in CS research.

418.0K Papers Tracked

297.5K No Code

37.3K Twilight

3.9K Ethereal

79.3K Has Code

19.0% Survival Rate

🦴 Cause of Death / Twilight Distribution

👻 Ghosted

294.2K

⏳ Grace Period

32.8K

🔮 The Ethereal

3.9K

📚 The Cartographer

3.8K

🌅 Old Age

2.5K

💀 404 Not Found

2.2K

💤 Eternal Rest

2.1K

📜 Death by README

389

⏳ Coming Soon™

339

🦴 Skeleton Repo

239

⚰️ The Empty Tomb

104

🏛️ Category Breakdown

Category	Name	Total	No Code	Rate
cs.CV	Computer Vision	59816	33639	43.8%
cs.LG	Machine Learning	51703	32381	37.4%
cs.CL	Computation & Language	41113	26069	36.6%
cs.RO	Robotics	28466	20370	28.4%
cs.CR	Cryptography & Security	25388	19900	21.6%
cs.IT	Information Theory	23557	21664	8.0%
cs.AI	Artificial Intelligence	20389	10620	47.9%
cs.SE	Software Engineering	17340	13410	22.7%
cs.HC	Human-Computer Interaction	15425	12479	19.1%
cs.DS	Data Structures & Algorithms	13331	12053	9.6%
cs.NI	Networking & Internet	12578	11060	12.1%
cs.DC	Distributed Computing	12577	10716	14.8%
cs.IR	Information Retrieval	12121	9061	25.2%
cs.SI	Social & Info Networks	8566	7739	9.7%
stat.ML	Machine Learning (Stat)	6514	4959	23.9%
cs.NE	Neural & Evolutionary	6468	5604	13.4%
cs.DB	Databases	5375	4433	17.5%
cs.CY	Computers & Society	4024	3227	19.8%
eess.IV	Image & Video Processing	3962	2902	26.8%
cs.PL	Programming Languages	3941	3450	12.5%
quant-ph	Quantum Computing	3919	3106	20.7%
eess.SP	Signal Processing	3750	3200	14.7%
cs.GR	Graphics	3210	2459	23.4%
cs.SD	Sound	2844	1771	37.7%
eess.SY	Systems & Control (EE)	2277	1833	19.5%
math.OC	Optimization & Control	2179	1802	17.3%
cs.MM	Multimedia	2071	1676	19.1%
physics.soc-ph	physics.soc-ph	1935	1783	7.9%
eess.AS	Audio & Speech	1521	1131	25.6%
cs.LO	Logic in CS	1485	1	99.9%
cs.GT	Game Theory	1378	1134	17.7%
cs.MA	Multiagent Systems	1108	717	35.3%
math.CO	Combinatorics	984	0	100.0%
q-bio.NC	q-bio.NC	921	733	20.4%
cs.CC	Computational Complexity	899	0	100.0%
cs.AR	Hardware Architecture	896	568	36.6%
math.ST	math.ST	772	645	16.5%
math.NA	Numerical Analysis	767	593	22.7%
cs.DL	Digital Libraries	702	557	20.7%
cs.CG	Computational Geometry	664	577	13.1%
cs.DM	Discrete Mathematics	606	0	100.0%
stat.ME	stat.ME	587	420	28.4%
q-bio.QM	q-bio.QM	561	389	30.7%
math.PR	math.PR	543	460	15.3%
cs.ET	Emerging Technologies	503	402	20.1%
stat.AP	stat.AP	396	323	18.4%
cs.CE	Computational Engineering	390	262	32.8%
astro-ph.IM	astro-ph.IM	384	290	24.5%
cs.PF	Performance	338	287	15.1%
cond-mat.mtrl-sci	cond-mat.mtrl-sci	291	134	54.0%
physics.med-ph	physics.med-ph	259	208	19.7%
physics.comp-ph	physics.comp-ph	255	198	22.4%
cs.FL	Formal Languages	230	0	100.0%
math.NT	math.NT	215	188	12.6%
q-bio.GN	q-bio.GN	203	129	36.5%
q-bio.BM	q-bio.BM	198	128	35.4%
econ.GN	econ.GN	196	136	30.6%
cs.MS	Mathematical Software	194	158	18.6%
physics.optics	physics.optics	191	127	33.5%
cond-mat.dis-nn	cond-mat.dis-nn	189	144	23.8%
cond-mat.stat-mech	cond-mat.stat-mech	184	150	18.5%
q-bio.PE	q-bio.PE	184	158	14.1%
physics.flu-dyn	physics.flu-dyn	173	94	45.7%
physics.ao-ph	physics.ao-ph	169	105	37.9%
cs.OS	Operating Systems	162	102	37.0%
stat.CO	stat.CO	162	133	17.9%
physics.chem-ph	physics.chem-ph	151	78	48.3%
math.DS	math.DS	149	111	25.5%
q-fin.ST	q-fin.ST	122	93	23.8%
physics.data-an	physics.data-an	111	96	13.5%
physics.geo-ph	physics.geo-ph	105	71	32.4%
math.FA	math.FA	103	92	10.7%
econ.TH	econ.TH	89	59	33.7%
cs.OH	Other CS	88	84	4.5%
q-fin.CP	q-fin.CP	85	63	25.9%
math.AG	math.AG	84	64	23.8%
econ.EM	econ.EM	73	43	41.1%
hep-ex	hep-ex	72	40	44.4%
cs.SC	Symbolic Computation	70	51	27.1%
physics.ins-det	physics.ins-det	70	54	22.9%
hep-ph	hep-ph	68	39	42.6%
math-ph	math-ph	68	58	14.7%
q-fin.GN	q-fin.GN	68	55	19.1%
q-fin.TR	q-fin.TR	68	45	33.8%
math.MG	math.MG	65	58	10.8%
math.LO	Logic	64	0	100.0%
q-bio.MN	q-bio.MN	62	51	17.7%
nlin.AO	nlin.AO	61	54	11.5%
physics.app-ph	physics.app-ph	57	43	24.6%
astro-ph.EP	astro-ph.EP	54	36	33.3%
astro-ph.CO	astro-ph.CO	53	35	34.0%
math.CT	Category Theory	53	0	100.0%
astro-ph.SR	astro-ph.SR	51	33	35.3%
q-fin.RM	q-fin.RM	51	31	39.2%
hep-th	hep-th	49	26	46.9%
math.GR	math.GR	46	40	13.0%
physics.plasm-ph	physics.plasm-ph	46	23	50.0%
cond-mat.soft	cond-mat.soft	45	34	24.4%
nlin.CD	nlin.CD	45	33	26.7%
q-fin.PM	q-fin.PM	45	28	37.8%
math.RA	math.RA	43	38	11.6%
astro-ph.GA	astro-ph.GA	41	31	24.4%
physics.bio-ph	physics.bio-ph	40	28	30.0%
gr-qc	gr-qc	39	29	25.6%
math.HO	math.HO	39	30	23.1%
hep-lat	hep-lat	38	29	23.7%
math.AT	math.AT	36	29	19.4%
math.AC	math.AC	35	32	8.6%
math.DG	math.DG	35	27	22.9%
cond-mat.mes-hall	cond-mat.mes-hall	34	23	32.4%
q-bio.OT	q-bio.OT	32	22	31.2%
math.CA	math.CA	30	22	26.7%
math.AP	math.AP	29	19	34.5%
nlin.CG	nlin.CG	29	27	6.9%
physics.ed-ph	physics.ed-ph	29	22	24.1%
stat.OT	stat.OT	25	18	28.0%
q-bio.TO	q-bio.TO	19	15	21.1%
q-fin.MF	q-fin.MF	19	10	47.4%
astro-ph.HE	astro-ph.HE	17	10	41.2%
cond-mat.str-el	cond-mat.str-el	16	6	62.5%
physics.acc-ph	physics.acc-ph	16	10	37.5%
math.RT	math.RT	14	11	21.4%
cs.GL	General Literature	13	13	0.0%
math.SP	math.SP	13	11	15.4%
math.GT	math.GT	11	9	18.2%
physics.space-ph	physics.space-ph	11	7	36.4%
math.OA	math.OA	10	10	0.0%
physics.hist-ph	physics.hist-ph	10	9	10.0%
q-fin.PR	q-fin.PR	9	7	22.2%
physics.class-ph	physics.class-ph	8	8	0.0%
physics.pop-ph	physics.pop-ph	7	6	14.3%
q-bio.CB	q-bio.CB	7	5	28.6%
math.GM	math.GM	5	3	40.0%
nlin.PS	nlin.PS	5	3	40.0%
nucl-th	nucl-th	5	2	60.0%
cond-mat.quant-gas	cond-mat.quant-gas	4	2	50.0%
cond-mat.supr-con	cond-mat.supr-con	4	4	0.0%
cond-mat.other	cond-mat.other	3	2	33.3%
math.GN	math.GN	3	3	0.0%
math.SG	math.SG	3	2	33.3%
nlin.SI	nlin.SI	3	3	0.0%
q-bio.SC	q-bio.SC	3	3	0.0%
math.CV	math.CV	2	1	50.0%
physics.atom-ph	physics.atom-ph	2	1	50.0%
math.KT	math.KT	1	1	0.0%
physics.atm-clus	physics.atm-clus	1	1	0.0%