📊 The Coroner's Report

Statistical autopsy of code availability in CS research.

412.4K Papers Tracked

297.5K No Code

36.3K Twilight

3.9K Ethereal

74.7K Has Code

18.1% Survival Rate

🦴 Cause of Death / Twilight Distribution

👻 Ghosted

294.2K

⏳ Grace Period

31.7K

🔮 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	58795	33639	42.8%
cs.LG	Machine Learning	50846	32381	36.3%
cs.CL	Computation & Language	40358	26069	35.4%
cs.RO	Robotics	28129	20370	27.6%
cs.CR	Cryptography & Security	25079	19900	20.7%
cs.IT	Information Theory	23454	21664	7.6%
cs.AI	Artificial Intelligence	19586	10620	45.8%
cs.SE	Software Engineering	17168	13410	21.9%
cs.HC	Human-Computer Interaction	15293	12479	18.4%
cs.DS	Data Structures & Algorithms	13253	12053	9.1%
cs.NI	Networking & Internet	12506	11060	11.6%
cs.DC	Distributed Computing	12502	10716	14.3%
cs.IR	Information Retrieval	11981	9061	24.4%
cs.SI	Social & Info Networks	8541	7739	9.4%
stat.ML	Machine Learning (Stat)	6446	4959	23.1%
cs.NE	Neural & Evolutionary	6444	5604	13.0%
cs.DB	Databases	5327	4433	16.8%
cs.CY	Computers & Society	3996	3227	19.2%
eess.IV	Image & Video Processing	3921	2902	26.0%
cs.PL	Programming Languages	3914	3450	11.9%
quant-ph	Quantum Computing	3873	3106	19.8%
eess.SP	Signal Processing	3734	3200	14.3%
cs.GR	Graphics	3186	2459	22.8%
cs.SD	Sound	2788	1771	36.5%
eess.SY	Systems & Control (EE)	2249	1833	18.5%
math.OC	Optimization & Control	2159	1802	16.5%
cs.MM	Multimedia	2055	1676	18.4%
physics.soc-ph	physics.soc-ph	1924	1783	7.3%
eess.AS	Audio & Speech	1514	1131	25.3%
cs.LO	Logic in CS	1482	1	99.9%
cs.GT	Game Theory	1365	1134	16.9%
cs.MA	Multiagent Systems	1088	717	34.1%
math.CO	Combinatorics	972	0	100.0%
q-bio.NC	q-bio.NC	914	733	19.8%
cs.CC	Computational Complexity	891	0	100.0%
cs.AR	Hardware Architecture	873	568	34.9%
math.ST	math.ST	767	645	15.9%
math.NA	Numerical Analysis	754	593	21.4%
cs.DL	Digital Libraries	697	557	20.1%
cs.CG	Computational Geometry	663	577	13.0%
cs.DM	Discrete Mathematics	603	0	100.0%
stat.ME	stat.ME	582	420	27.8%
q-bio.QM	q-bio.QM	553	389	29.7%
math.PR	math.PR	535	460	14.0%
cs.ET	Emerging Technologies	495	402	18.8%
stat.AP	stat.AP	393	323	17.8%
astro-ph.IM	astro-ph.IM	383	290	24.3%
cs.CE	Computational Engineering	378	262	30.7%
cs.PF	Performance	334	287	14.1%
cond-mat.mtrl-sci	cond-mat.mtrl-sci	279	134	52.0%
physics.med-ph	physics.med-ph	253	208	17.8%
physics.comp-ph	physics.comp-ph	251	198	21.1%
cs.FL	Formal Languages	227	0	100.0%
math.NT	math.NT	211	188	10.9%
q-bio.GN	q-bio.GN	201	129	35.8%
q-bio.BM	q-bio.BM	195	128	34.4%
econ.GN	econ.GN	194	136	29.9%
cs.MS	Mathematical Software	190	158	16.8%
physics.optics	physics.optics	188	127	32.4%
cond-mat.dis-nn	cond-mat.dis-nn	186	144	22.6%
q-bio.PE	q-bio.PE	184	158	14.1%
cond-mat.stat-mech	cond-mat.stat-mech	179	150	16.2%
physics.flu-dyn	physics.flu-dyn	170	94	44.7%
physics.ao-ph	physics.ao-ph	162	105	35.2%
cs.OS	Operating Systems	161	102	36.6%
stat.CO	stat.CO	161	133	17.4%
math.DS	math.DS	148	111	25.0%
physics.chem-ph	physics.chem-ph	145	78	46.2%
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	104	71	31.7%
math.FA	math.FA	103	92	10.7%
cs.OH	Other CS	88	84	4.5%
econ.TH	econ.TH	88	59	33.0%
q-fin.CP	q-fin.CP	84	63	25.0%
math.AG	math.AG	82	64	22.0%
econ.EM	econ.EM	71	43	39.4%
cs.SC	Symbolic Computation	70	51	27.1%
hep-ex	hep-ex	70	40	42.9%
physics.ins-det	physics.ins-det	70	54	22.9%
q-fin.TR	q-fin.TR	68	45	33.8%
q-fin.GN	q-fin.GN	67	55	17.9%
math-ph	math-ph	66	58	12.1%
hep-ph	hep-ph	65	39	40.0%
math.MG	math.MG	65	58	10.8%
math.LO	Logic	63	0	100.0%
q-bio.MN	q-bio.MN	62	51	17.7%
nlin.AO	nlin.AO	60	54	10.0%
physics.app-ph	physics.app-ph	57	43	24.6%
astro-ph.EP	astro-ph.EP	53	36	32.1%
math.CT	Category Theory	53	0	100.0%
astro-ph.CO	astro-ph.CO	52	35	32.7%
astro-ph.SR	astro-ph.SR	50	33	34.0%
q-fin.RM	q-fin.RM	50	31	38.0%
hep-th	hep-th	49	26	46.9%
math.GR	math.GR	46	40	13.0%
cond-mat.soft	cond-mat.soft	44	34	22.7%
nlin.CD	nlin.CD	44	33	25.0%
physics.plasm-ph	physics.plasm-ph	43	23	46.5%
q-fin.PM	q-fin.PM	43	28	34.9%
math.RA	math.RA	42	38	9.5%
astro-ph.GA	astro-ph.GA	40	31	22.5%
gr-qc	gr-qc	38	29	23.7%
hep-lat	hep-lat	38	29	23.7%
math.HO	math.HO	38	30	21.1%
physics.bio-ph	physics.bio-ph	38	28	26.3%
math.AT	math.AT	36	29	19.4%
math.DG	math.DG	35	27	22.9%
math.AC	math.AC	34	32	5.9%
cond-mat.mes-hall	cond-mat.mes-hall	32	23	28.1%
q-bio.OT	q-bio.OT	32	22	31.2%
math.CA	math.CA	29	22	24.1%
nlin.CG	nlin.CG	29	27	6.9%
physics.ed-ph	physics.ed-ph	29	22	24.1%
math.AP	math.AP	28	19	32.1%
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%
cond-mat.str-el	cond-mat.str-el	16	6	62.5%
physics.acc-ph	physics.acc-ph	16	10	37.5%
astro-ph.HE	astro-ph.HE	15	10	33.3%
cs.GL	General Literature	13	13	0.0%
math.RT	math.RT	13	11	15.4%
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%