📊 The Coroner's Report

Statistical autopsy of code availability in CS research.

378.8K Papers Tracked

304.0K No Code

21.4K Twilight

3.8K Ethereal

49.5K Has Code

13.1% Survival Rate

🦴 Cause of Death / Twilight Distribution

👻 Ghosted

300.7K

⏳ Grace Period

16.8K

🔮 The Ethereal

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

🎩 The Houdini

🏛️ Category Breakdown

Category	Name	Total	No Code	Rate
cs.CV	Computer Vision	52305	34462	34.1%
cs.LG	Machine Learning	44936	33097	26.3%
cs.CL	Computation & Language	36956	27490	25.6%
cs.RO	Robotics	25509	20640	19.1%
cs.CR	Cryptography & Security	23456	20484	12.7%
cs.IT	Information Theory	22859	21776	4.7%
cs.SE	Software Engineering	15924	13697	14.0%
cs.AI	Artificial Intelligence	15632	10896	30.3%
cs.HC	Human-Computer Interaction	14509	12683	12.6%
cs.DS	Data Structures & Algorithms	12746	12099	5.1%
cs.NI	Networking & Internet	12111	11357	6.2%
cs.DC	Distributed Computing	11908	10880	8.6%
cs.IR	Information Retrieval	11339	9331	17.7%
cs.SI	Social & Info Networks	8388	7866	6.2%
cs.NE	Neural & Evolutionary	6299	5747	8.8%
stat.ML	Machine Learning (Stat)	5949	5030	15.4%
cs.DB	Databases	5044	4524	10.3%
cs.CY	Computers & Society	3798	3290	13.4%
cs.PL	Programming Languages	3754	3466	7.7%
eess.IV	Image & Video Processing	3665	2948	19.6%
eess.SP	Signal Processing	3574	3247	9.1%
quant-ph	Quantum Computing	3558	3123	12.2%
cs.GR	Graphics	3024	2491	17.6%
cs.SD	Sound	2465	1844	25.2%
eess.SY	Systems & Control (EE)	2116	1856	12.3%
math.OC	Optimization & Control	2003	1812	9.5%
cs.MM	Multimedia	1992	1714	14.0%
physics.soc-ph	physics.soc-ph	1877	1795	4.4%
cs.LO	Logic in CS	1403	1	99.9%
eess.AS	Audio & Speech	1393	1179	15.4%
cs.GT	Game Theory	1284	1148	10.6%
cs.MA	Multiagent Systems	947	727	23.2%
math.CO	Combinatorics	919	0	100.0%
q-bio.NC	q-bio.NC	866	745	14.0%
cs.CC	Computational Complexity	845	0	100.0%
cs.AR	Hardware Architecture	748	583	22.1%
math.ST	math.ST	722	647	10.4%
math.NA	Numerical Analysis	685	594	13.3%
cs.DL	Digital Libraries	646	570	11.8%
cs.CG	Computational Geometry	632	578	8.5%
cs.DM	Discrete Mathematics	585	0	100.0%
stat.ME	stat.ME	516	423	18.0%
q-bio.QM	q-bio.QM	511	399	21.9%
math.PR	math.PR	495	462	6.7%
cs.ET	Emerging Technologies	466	418	10.3%
stat.AP	stat.AP	366	326	10.9%
astro-ph.IM	astro-ph.IM	355	292	17.7%
cs.CE	Computational Engineering	335	265	20.9%
cs.PF	Performance	315	290	7.9%
physics.comp-ph	physics.comp-ph	236	198	16.1%
physics.med-ph	physics.med-ph	236	211	10.6%
cond-mat.mtrl-sci	cond-mat.mtrl-sci	230	137	40.4%
cs.FL	Formal Languages	211	0	100.0%
math.NT	math.NT	197	188	4.6%
q-bio.BM	q-bio.BM	187	131	29.9%
cs.MS	Mathematical Software	182	158	13.2%
q-bio.PE	q-bio.PE	178	160	10.1%
q-bio.GN	q-bio.GN	177	131	26.0%
econ.GN	econ.GN	174	137	21.3%
cond-mat.dis-nn	cond-mat.dis-nn	167	146	12.6%
cond-mat.stat-mech	cond-mat.stat-mech	167	150	10.2%
physics.optics	physics.optics	159	127	20.1%
stat.CO	stat.CO	154	136	11.7%
cs.OS	Operating Systems	144	104	27.8%
physics.ao-ph	physics.ao-ph	142	106	25.4%
physics.flu-dyn	physics.flu-dyn	142	94	33.8%
math.DS	math.DS	137	112	18.2%
q-fin.ST	q-fin.ST	119	93	21.8%
physics.chem-ph	physics.chem-ph	117	78	33.3%
physics.data-an	physics.data-an	105	97	7.6%
math.FA	math.FA	97	92	5.2%
physics.geo-ph	physics.geo-ph	88	71	19.3%
cs.OH	Other CS	87	84	3.4%
math.AG	math.AG	79	64	19.0%
econ.TH	econ.TH	78	60	23.1%
q-fin.CP	q-fin.CP	75	64	14.7%
cs.SC	Symbolic Computation	64	53	17.2%
physics.ins-det	physics.ins-det	64	54	15.6%
q-fin.GN	q-fin.GN	64	57	10.9%
math.MG	math.MG	63	59	6.3%
q-fin.TR	q-fin.TR	62	48	22.6%
hep-ex	hep-ex	61	40	34.4%
math-ph	math-ph	61	58	4.9%
econ.EM	econ.EM	60	43	28.3%
q-bio.MN	q-bio.MN	59	52	11.9%
math.LO	Logic	58	0	100.0%
nlin.AO	nlin.AO	58	55	5.2%
hep-ph	hep-ph	54	40	25.9%
physics.app-ph	physics.app-ph	51	43	15.7%
astro-ph.CO	astro-ph.CO	48	36	25.0%
math.CT	Category Theory	48	0	100.0%
astro-ph.EP	astro-ph.EP	44	36	18.2%
astro-ph.SR	astro-ph.SR	44	34	22.7%
math.GR	math.GR	43	40	7.0%
q-fin.RM	q-fin.RM	43	32	25.6%
math.RA	math.RA	42	38	9.5%
cond-mat.soft	cond-mat.soft	41	34	17.1%
astro-ph.GA	astro-ph.GA	39	31	20.5%
q-fin.PM	q-fin.PM	39	31	20.5%
hep-th	hep-th	38	26	31.6%
nlin.CD	nlin.CD	38	33	13.2%
physics.bio-ph	physics.bio-ph	38	28	26.3%
physics.plasm-ph	physics.plasm-ph	36	23	36.1%
math.AT	math.AT	35	29	17.1%
gr-qc	gr-qc	34	30	11.8%
hep-lat	hep-lat	34	29	14.7%
math.HO	math.HO	34	30	11.8%
math.AC	math.AC	33	32	3.0%
math.DG	math.DG	31	27	12.9%
cond-mat.mes-hall	cond-mat.mes-hall	30	23	23.3%
nlin.CG	nlin.CG	29	27	6.9%
q-bio.OT	q-bio.OT	29	22	24.1%
physics.ed-ph	physics.ed-ph	28	22	21.4%
math.CA	math.CA	25	22	12.0%
math.AP	math.AP	24	19	20.8%
stat.OT	stat.OT	21	18	14.3%
q-bio.TO	q-bio.TO	19	15	21.1%
astro-ph.HE	astro-ph.HE	14	10	28.6%
cond-mat.str-el	cond-mat.str-el	14	6	57.1%
q-fin.MF	q-fin.MF	14	11	21.4%
cs.GL	General Literature	13	13	0.0%
physics.acc-ph	physics.acc-ph	13	10	23.1%
math.SP	math.SP	12	11	8.3%
math.RT	math.RT	11	11	0.0%
math.GT	math.GT	10	9	10.0%
math.OA	math.OA	10	10	0.0%
physics.space-ph	physics.space-ph	10	7	30.0%
physics.hist-ph	physics.hist-ph	9	9	0.0%
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	6	5	16.7%
math.GM	math.GM	5	3	40.0%
nlin.PS	nlin.PS	5	3	40.0%
cond-mat.supr-con	cond-mat.supr-con	4	4	0.0%
cond-mat.quant-gas	cond-mat.quant-gas	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%
nucl-th	nucl-th	3	3	0.0%
q-bio.SC	q-bio.SC	3	3	0.0%
cond-mat.other	cond-mat.other	2	2	0.0%
math.CV	math.CV	2	1	50.0%
math.KT	math.KT	1	1	0.0%
physics.atm-clus	physics.atm-clus	1	1	0.0%
physics.atom-ph	physics.atom-ph	1	1	0.0%