📊 The Coroner's Report

Statistical autopsy of code availability in CS research.

383.4K Papers Tracked

297.5K No Code

24.3K Twilight

3.9K Ethereal

57.7K Has Code

15.0% Survival Rate

🦴 Cause of Death / Twilight Distribution

👻 Ghosted

294.2K

⏳ Grace Period

19.7K

🔮 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	53137	33639	36.7%
cs.LG	Machine Learning	45840	32381	29.4%
cs.CL	Computation & Language	37561	26069	30.6%
cs.RO	Robotics	25864	20370	21.2%
cs.CR	Cryptography & Security	23687	19900	16.0%
cs.IT	Information Theory	22932	21664	5.5%
cs.AI	Artificial Intelligence	16166	10620	34.3%
cs.SE	Software Engineering	16051	13410	16.5%
cs.HC	Human-Computer Interaction	14591	12479	14.5%
cs.DS	Data Structures & Algorithms	12794	12053	5.8%
cs.NI	Networking & Internet	12149	11060	9.0%
cs.DC	Distributed Computing	11984	10716	10.6%
cs.IR	Information Retrieval	11418	9061	20.6%
cs.SI	Social & Info Networks	8413	7739	8.0%
cs.NE	Neural & Evolutionary	6322	5604	11.4%
stat.ML	Machine Learning (Stat)	6030	4959	17.8%
cs.DB	Databases	5088	4433	12.9%
cs.CY	Computers & Society	3822	3227	15.6%
cs.PL	Programming Languages	3767	3450	8.4%
eess.IV	Image & Video Processing	3689	2902	21.3%
eess.SP	Signal Processing	3587	3200	10.8%
quant-ph	Quantum Computing	3587	3106	13.4%
cs.GR	Graphics	3051	2459	19.4%
cs.SD	Sound	2521	1771	29.8%
eess.SY	Systems & Control (EE)	2130	1833	13.9%
math.OC	Optimization & Control	2023	1802	10.9%
cs.MM	Multimedia	2004	1676	16.4%
physics.soc-ph	physics.soc-ph	1880	1783	5.2%
cs.LO	Logic in CS	1410	1	99.9%
eess.AS	Audio & Speech	1407	1131	19.6%
cs.GT	Game Theory	1293	1134	12.3%
cs.MA	Multiagent Systems	967	717	25.9%
math.CO	Combinatorics	924	0	100.0%
q-bio.NC	q-bio.NC	874	733	16.1%
cs.CC	Computational Complexity	849	0	100.0%
cs.AR	Hardware Architecture	759	568	25.2%
math.ST	math.ST	724	645	10.9%
math.NA	Numerical Analysis	697	593	14.9%
cs.DL	Digital Libraries	651	557	14.4%
cs.CG	Computational Geometry	633	577	8.8%
cs.DM	Discrete Mathematics	586	0	100.0%
stat.ME	stat.ME	524	420	19.8%
q-bio.QM	q-bio.QM	519	389	25.0%
math.PR	math.PR	499	460	7.8%
cs.ET	Emerging Technologies	470	402	14.5%
stat.AP	stat.AP	371	323	12.9%
astro-ph.IM	astro-ph.IM	358	290	19.0%
cs.CE	Computational Engineering	337	262	22.3%
cs.PF	Performance	317	287	9.5%
cond-mat.mtrl-sci	cond-mat.mtrl-sci	238	134	43.7%
physics.comp-ph	physics.comp-ph	237	198	16.5%
physics.med-ph	physics.med-ph	237	208	12.2%
cs.FL	Formal Languages	213	0	100.0%
math.NT	math.NT	200	188	6.0%
q-bio.BM	q-bio.BM	190	128	32.6%
cs.MS	Mathematical Software	182	158	13.2%
q-bio.GN	q-bio.GN	181	129	28.7%
q-bio.PE	q-bio.PE	180	158	12.2%
econ.GN	econ.GN	178	136	23.6%
cond-mat.stat-mech	cond-mat.stat-mech	168	150	10.7%
cond-mat.dis-nn	cond-mat.dis-nn	167	144	13.8%
physics.optics	physics.optics	163	127	22.1%
stat.CO	stat.CO	156	133	14.7%
cs.OS	Operating Systems	147	102	30.6%
physics.flu-dyn	physics.flu-dyn	146	94	35.6%
physics.ao-ph	physics.ao-ph	143	105	26.6%
math.DS	math.DS	138	111	19.6%
physics.chem-ph	physics.chem-ph	119	78	34.5%
q-fin.ST	q-fin.ST	119	93	21.8%
physics.data-an	physics.data-an	105	96	8.6%
math.FA	math.FA	100	92	8.0%
physics.geo-ph	physics.geo-ph	90	71	21.1%
cs.OH	Other CS	87	84	3.4%
econ.TH	econ.TH	80	59	26.2%
math.AG	math.AG	79	64	19.0%
q-fin.CP	q-fin.CP	76	63	17.1%
cs.SC	Symbolic Computation	65	51	21.5%
q-fin.GN	q-fin.GN	65	55	15.4%
physics.ins-det	physics.ins-det	64	54	15.6%
q-fin.TR	q-fin.TR	64	45	29.7%
econ.EM	econ.EM	63	43	31.7%
hep-ex	hep-ex	63	40	36.5%
math.MG	math.MG	63	58	7.9%
math-ph	math-ph	61	58	4.9%
q-bio.MN	q-bio.MN	59	51	13.6%
math.LO	Logic	58	0	100.0%
nlin.AO	nlin.AO	58	54	6.9%
hep-ph	hep-ph	54	39	27.8%
physics.app-ph	physics.app-ph	54	43	20.4%
astro-ph.CO	astro-ph.CO	49	35	28.6%
math.CT	Category Theory	48	0	100.0%
astro-ph.EP	astro-ph.EP	45	36	20.0%
astro-ph.SR	astro-ph.SR	45	33	26.7%
math.GR	math.GR	43	40	7.0%
q-fin.RM	q-fin.RM	43	31	27.9%
cond-mat.soft	cond-mat.soft	42	34	19.0%
math.RA	math.RA	42	38	9.5%
nlin.CD	nlin.CD	41	33	19.5%
astro-ph.GA	astro-ph.GA	39	31	20.5%
hep-th	hep-th	39	26	33.3%
q-fin.PM	q-fin.PM	39	28	28.2%
physics.bio-ph	physics.bio-ph	38	28	26.3%
math.HO	math.HO	36	30	16.7%
physics.plasm-ph	physics.plasm-ph	36	23	36.1%
math.AT	math.AT	35	29	17.1%
gr-qc	gr-qc	34	29	14.7%
hep-lat	hep-lat	34	29	14.7%
math.AC	math.AC	33	32	3.0%
math.DG	math.DG	32	27	15.6%
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	10	28.6%
cs.GL	General Literature	13	13	0.0%
physics.acc-ph	physics.acc-ph	13	10	23.1%
math.RT	math.RT	12	11	8.3%
math.SP	math.SP	12	11	8.3%
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	7	5	28.6%
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	2	33.3%
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%