📊 The Coroner's Report

Statistical autopsy of code availability in CS research.

398.4K Papers Tracked

297.5K No Code

28.2K Twilight

3.9K Ethereal

68.8K Has Code

17.3% Survival Rate

🦴 Cause of Death / Twilight Distribution

👻 Ghosted

294.2K

⏳ Grace Period

23.7K

🔮 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	56142	33639	40.1%
cs.LG	Machine Learning	48576	32381	33.3%
cs.CL	Computation & Language	39062	26069	33.3%
cs.RO	Robotics	27192	20370	25.1%
cs.CR	Cryptography & Security	24407	19900	18.5%
cs.IT	Information Theory	23180	21664	6.5%
cs.AI	Artificial Intelligence	17635	10620	39.8%
cs.SE	Software Engineering	16677	13410	19.6%
cs.HC	Human-Computer Interaction	14886	12479	16.2%
cs.DS	Data Structures & Algorithms	13016	12053	7.4%
cs.NI	Networking & Internet	12303	11060	10.1%
cs.DC	Distributed Computing	12272	10716	12.7%
cs.IR	Information Retrieval	11667	9061	22.3%
cs.SI	Social & Info Networks	8479	7739	8.7%
cs.NE	Neural & Evolutionary	6398	5604	12.4%
stat.ML	Machine Learning (Stat)	6255	4959	20.7%
cs.DB	Databases	5206	4433	14.8%
cs.CY	Computers & Society	3911	3227	17.5%
cs.PL	Programming Languages	3837	3450	10.1%
eess.IV	Image & Video Processing	3811	2902	23.9%
quant-ph	Quantum Computing	3737	3106	16.9%
eess.SP	Signal Processing	3665	3200	12.7%
cs.GR	Graphics	3115	2459	21.1%
cs.SD	Sound	2695	1771	34.3%
eess.SY	Systems & Control (EE)	2192	1833	16.4%
math.OC	Optimization & Control	2095	1802	14.0%
cs.MM	Multimedia	2026	1676	17.3%
physics.soc-ph	physics.soc-ph	1898	1783	6.1%
eess.AS	Audio & Speech	1482	1131	23.7%
cs.LO	Logic in CS	1445	1	99.9%
cs.GT	Game Theory	1323	1134	14.3%
cs.MA	Multiagent Systems	1031	717	30.5%
math.CO	Combinatorics	946	0	100.0%
q-bio.NC	q-bio.NC	896	733	18.2%
cs.CC	Computational Complexity	868	0	100.0%
cs.AR	Hardware Architecture	818	568	30.6%
math.ST	math.ST	745	645	13.4%
math.NA	Numerical Analysis	725	593	18.2%
cs.DL	Digital Libraries	681	557	18.2%
cs.CG	Computational Geometry	646	577	10.7%
cs.DM	Discrete Mathematics	598	0	100.0%
stat.ME	stat.ME	547	420	23.2%
q-bio.QM	q-bio.QM	536	389	27.4%
math.PR	math.PR	513	460	10.3%
cs.ET	Emerging Technologies	480	402	16.2%
stat.AP	stat.AP	381	323	15.2%
astro-ph.IM	astro-ph.IM	373	290	22.3%
cs.CE	Computational Engineering	358	262	26.8%
cs.PF	Performance	329	287	12.8%
cond-mat.mtrl-sci	cond-mat.mtrl-sci	251	134	46.6%
physics.comp-ph	physics.comp-ph	245	198	19.2%
physics.med-ph	physics.med-ph	242	208	14.0%
cs.FL	Formal Languages	220	0	100.0%
math.NT	math.NT	208	188	9.6%
q-bio.BM	q-bio.BM	193	128	33.7%
q-bio.GN	q-bio.GN	191	129	32.5%
econ.GN	econ.GN	188	136	27.7%
cs.MS	Mathematical Software	186	158	15.1%
q-bio.PE	q-bio.PE	181	158	12.7%
cond-mat.dis-nn	cond-mat.dis-nn	178	144	19.1%
physics.optics	physics.optics	176	127	27.8%
cond-mat.stat-mech	cond-mat.stat-mech	172	150	12.8%
physics.flu-dyn	physics.flu-dyn	159	94	40.9%
stat.CO	stat.CO	158	133	15.8%
cs.OS	Operating Systems	155	102	34.2%
physics.ao-ph	physics.ao-ph	152	105	30.9%
math.DS	math.DS	140	111	20.7%
physics.chem-ph	physics.chem-ph	135	78	42.2%
q-fin.ST	q-fin.ST	120	93	22.5%
physics.data-an	physics.data-an	109	96	11.9%
math.FA	math.FA	102	92	9.8%
physics.geo-ph	physics.geo-ph	96	71	26.0%
cs.OH	Other CS	87	84	3.4%
econ.TH	econ.TH	86	59	31.4%
math.AG	math.AG	81	64	21.0%
q-fin.CP	q-fin.CP	80	63	21.2%
hep-ex	hep-ex	69	40	42.0%
physics.ins-det	physics.ins-det	68	54	20.6%
cs.SC	Symbolic Computation	67	51	23.9%
econ.EM	econ.EM	67	43	35.8%
q-fin.TR	q-fin.TR	67	45	32.8%
math-ph	math-ph	66	58	12.1%
q-fin.GN	q-fin.GN	66	55	16.7%
math.MG	math.MG	65	58	10.8%
nlin.AO	nlin.AO	60	54	10.0%
hep-ph	hep-ph	59	39	33.9%
math.LO	Logic	59	0	100.0%
q-bio.MN	q-bio.MN	59	51	13.6%
physics.app-ph	physics.app-ph	56	43	23.2%
astro-ph.CO	astro-ph.CO	52	35	32.7%
math.CT	Category Theory	51	0	100.0%
astro-ph.EP	astro-ph.EP	50	36	28.0%
astro-ph.SR	astro-ph.SR	47	33	29.8%
q-fin.RM	q-fin.RM	47	31	34.0%
math.GR	math.GR	44	40	9.1%
hep-th	hep-th	43	26	39.5%
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	40	31	22.5%
q-fin.PM	q-fin.PM	39	28	28.2%
physics.bio-ph	physics.bio-ph	38	28	26.3%
physics.plasm-ph	physics.plasm-ph	38	23	39.5%
hep-lat	hep-lat	37	29	21.6%
gr-qc	gr-qc	36	29	19.4%
math.HO	math.HO	36	30	16.7%
math.AT	math.AT	35	29	17.1%
math.AC	math.AC	33	32	3.0%
math.DG	math.DG	33	27	18.2%
q-bio.OT	q-bio.OT	31	22	29.0%
cond-mat.mes-hall	cond-mat.mes-hall	30	23	23.3%
nlin.CG	nlin.CG	29	27	6.9%
physics.ed-ph	physics.ed-ph	28	22	21.4%
math.CA	math.CA	26	22	15.4%
math.AP	math.AP	25	19	24.0%
stat.OT	stat.OT	24	18	25.0%
q-bio.TO	q-bio.TO	19	15	21.1%
astro-ph.HE	astro-ph.HE	15	10	33.3%
cond-mat.str-el	cond-mat.str-el	15	6	60.0%
physics.acc-ph	physics.acc-ph	14	10	28.6%
q-fin.MF	q-fin.MF	14	10	28.6%
cs.GL	General Literature	13	13	0.0%
math.SP	math.SP	13	11	15.4%
math.RT	math.RT	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%
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%
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%