📊 The Coroner's Report

Statistical autopsy of code availability in CS research.

368.6K Papers Tracked

303.9K No Code

30.7K Twilight

3.8K Ethereal

30.2K Has Code

8.2% Survival Rate

🦴 Cause of Death / Twilight Distribution

👻 Ghosted

300.7K

⏳ Grace Period

26.1K

🔮 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	50143	34462	31.3%
cs.LG	Machine Learning	43150	33097	23.3%
cs.CL	Computation & Language	35747	27490	23.1%
cs.RO	Robotics	24904	20640	17.1%
cs.CR	Cryptography & Security	22949	20484	10.7%
cs.IT	Information Theory	22682	21776	4.0%
cs.SE	Software Engineering	15574	13697	12.1%
cs.AI	Artificial Intelligence	14534	10896	25.0%
cs.HC	Human-Computer Interaction	14239	12683	10.9%
cs.DS	Data Structures & Algorithms	12624	12099	4.2%
cs.NI	Networking & Internet	11984	11357	5.2%
cs.DC	Distributed Computing	11727	10880	7.2%
cs.IR	Information Retrieval	11155	9331	16.4%
cs.SI	Social & Info Networks	8339	7866	5.7%
cs.NE	Neural & Evolutionary	6243	5747	7.9%
stat.ML	Machine Learning (Stat)	5782	5030	13.0%
cs.DB	Databases	4993	4524	9.4%
cs.CY	Computers & Society	3720	3290	11.6%
cs.PL	Programming Languages	3694	3466	6.2%
eess.IV	Image & Video Processing	3608	2948	18.3%
eess.SP	Signal Processing	3527	3247	7.9%
quant-ph	Quantum Computing	3466	3123	9.9%
cs.GR	Graphics	2961	2491	15.9%
cs.SD	Sound	2395	1844	23.0%
eess.SY	Systems & Control (EE)	2073	1856	10.5%
cs.MM	Multimedia	1973	1714	13.1%
math.OC	Optimization & Control	1962	1812	7.6%
physics.soc-ph	physics.soc-ph	1867	1795	3.9%
eess.AS	Audio & Speech	1383	1179	14.8%
cs.LO	Logic in CS	1379	1	99.9%
cs.GT	Game Theory	1265	1148	9.2%
cs.MA	Multiagent Systems	909	727	20.0%
math.CO	Combinatorics	906	0	100.0%
q-bio.NC	q-bio.NC	851	745	12.5%
cs.CC	Computational Complexity	839	0	100.0%
cs.AR	Hardware Architecture	712	583	18.1%
math.ST	math.ST	712	647	9.1%
math.NA	Numerical Analysis	669	594	11.2%
cs.DL	Digital Libraries	635	570	10.2%
cs.CG	Computational Geometry	620	578	6.8%
cs.DM	Discrete Mathematics	585	0	100.0%
q-bio.QM	q-bio.QM	506	399	21.1%
stat.ME	stat.ME	496	423	14.7%
math.PR	math.PR	487	462	5.1%
cs.ET	Emerging Technologies	460	418	9.1%
stat.AP	stat.AP	360	326	9.4%
astro-ph.IM	astro-ph.IM	349	292	16.3%
cs.CE	Computational Engineering	319	265	16.9%
cs.PF	Performance	310	290	6.5%
physics.med-ph	physics.med-ph	232	211	9.1%
physics.comp-ph	physics.comp-ph	231	198	14.3%
cond-mat.mtrl-sci	cond-mat.mtrl-sci	213	137	35.7%
cs.FL	Formal Languages	211	0	100.0%
math.NT	math.NT	196	188	4.1%
cs.MS	Mathematical Software	182	158	13.2%
q-bio.BM	q-bio.BM	182	131	28.0%
q-bio.GN	q-bio.GN	175	131	25.1%
q-bio.PE	q-bio.PE	174	160	8.0%
econ.GN	econ.GN	167	137	18.0%
cond-mat.dis-nn	cond-mat.dis-nn	165	146	11.5%
cond-mat.stat-mech	cond-mat.stat-mech	164	150	8.5%
physics.optics	physics.optics	154	127	17.5%
stat.CO	stat.CO	152	136	10.5%
physics.ao-ph	physics.ao-ph	137	106	22.6%
cs.OS	Operating Systems	136	104	23.5%
math.DS	math.DS	133	112	15.8%
physics.flu-dyn	physics.flu-dyn	130	94	27.7%
q-fin.ST	q-fin.ST	119	93	21.8%
physics.chem-ph	physics.chem-ph	113	78	31.0%
physics.data-an	physics.data-an	103	97	5.8%
math.FA	math.FA	97	92	5.2%
physics.geo-ph	physics.geo-ph	87	71	18.4%
cs.OH	Other CS	86	84	2.3%
econ.TH	econ.TH	77	60	22.1%
math.AG	math.AG	77	64	16.9%
q-fin.CP	q-fin.CP	75	64	14.7%
cs.SC	Symbolic Computation	63	53	15.9%
physics.ins-det	physics.ins-det	63	54	14.3%
q-fin.GN	q-fin.GN	63	57	9.5%
math-ph	math-ph	61	58	4.9%
math.MG	math.MG	61	59	3.3%
q-fin.TR	q-fin.TR	61	48	21.3%
q-bio.MN	q-bio.MN	59	52	11.9%
math.LO	Logic	58	0	100.0%
nlin.AO	nlin.AO	57	55	3.5%
hep-ex	hep-ex	56	40	28.6%
econ.EM	econ.EM	55	43	21.8%
hep-ph	hep-ph	53	40	24.5%
physics.app-ph	physics.app-ph	49	43	12.2%
math.CT	Category Theory	48	0	100.0%
astro-ph.CO	astro-ph.CO	47	36	23.4%
astro-ph.EP	astro-ph.EP	43	36	16.3%
math.GR	math.GR	42	40	4.8%
math.RA	math.RA	42	38	9.5%
q-fin.RM	q-fin.RM	42	32	23.8%
astro-ph.SR	astro-ph.SR	40	34	15.0%
cond-mat.soft	cond-mat.soft	40	34	15.0%
astro-ph.GA	astro-ph.GA	39	31	20.5%
nlin.CD	nlin.CD	37	33	10.8%
q-fin.PM	q-fin.PM	37	31	16.2%
hep-th	hep-th	36	26	27.8%
physics.bio-ph	physics.bio-ph	36	28	22.2%
math.AT	math.AT	35	29	17.1%
physics.plasm-ph	physics.plasm-ph	35	23	34.3%
gr-qc	gr-qc	33	30	9.1%
hep-lat	hep-lat	33	29	12.1%
math.HO	math.HO	33	30	9.1%
math.AC	math.AC	32	32	0.0%
math.DG	math.DG	29	27	6.9%
nlin.CG	nlin.CG	29	27	6.9%
cond-mat.mes-hall	cond-mat.mes-hall	28	23	17.9%
q-bio.OT	q-bio.OT	28	22	21.4%
physics.ed-ph	physics.ed-ph	27	22	18.5%
math.CA	math.CA	24	22	8.3%
math.AP	math.AP	22	19	13.6%
stat.OT	stat.OT	21	18	14.3%
q-bio.TO	q-bio.TO	17	15	11.8%
astro-ph.HE	astro-ph.HE	14	10	28.6%
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%
cond-mat.str-el	cond-mat.str-el	12	6	50.0%
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.hist-ph	physics.hist-ph	9	9	0.0%
physics.space-ph	physics.space-ph	9	7	22.2%
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%
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%
cond-mat.quant-gas	cond-mat.quant-gas	2	2	0.0%
math.CV	math.CV	1	1	0.0%
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%