📊 The Coroner's Report

Statistical autopsy of code availability in CS research.

395.8K Papers Tracked

297.5K No Code

31.5K Twilight

3.9K Ethereal

63.0K Has Code

15.9% Survival Rate

🦴 Cause of Death / Twilight Distribution

👻 Ghosted

294.2K

⏳ Grace Period

26.9K

🔮 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	55637	33639	39.5%
cs.LG	Machine Learning	48117	32381	32.7%
cs.CL	Computation & Language	38833	26069	32.9%
cs.RO	Robotics	26961	20370	24.4%
cs.CR	Cryptography & Security	24264	19900	18.0%
cs.IT	Information Theory	23130	21664	6.3%
cs.AI	Artificial Intelligence	17382	10620	38.9%
cs.SE	Software Engineering	16551	13410	19.0%
cs.HC	Human-Computer Interaction	14818	12479	15.8%
cs.DS	Data Structures & Algorithms	12943	12053	6.9%
cs.NI	Networking & Internet	12280	11060	9.9%
cs.DC	Distributed Computing	12228	10716	12.4%
cs.IR	Information Retrieval	11622	9061	22.0%
cs.SI	Social & Info Networks	8473	7739	8.7%
cs.NE	Neural & Evolutionary	6387	5604	12.3%
stat.ML	Machine Learning (Stat)	6215	4959	20.2%
cs.DB	Databases	5187	4433	14.5%
cs.CY	Computers & Society	3896	3227	17.2%
cs.PL	Programming Languages	3816	3450	9.6%
eess.IV	Image & Video Processing	3789	2902	23.4%
quant-ph	Quantum Computing	3693	3106	15.9%
eess.SP	Signal Processing	3652	3200	12.4%
cs.GR	Graphics	3104	2459	20.8%
cs.SD	Sound	2670	1771	33.7%
eess.SY	Systems & Control (EE)	2178	1833	15.8%
math.OC	Optimization & Control	2084	1802	13.5%
cs.MM	Multimedia	2023	1676	17.2%
physics.soc-ph	physics.soc-ph	1896	1783	6.0%
eess.AS	Audio & Speech	1474	1131	23.3%
cs.LO	Logic in CS	1440	1	99.9%
cs.GT	Game Theory	1317	1134	13.9%
cs.MA	Multiagent Systems	1020	717	29.7%
math.CO	Combinatorics	939	0	100.0%
q-bio.NC	q-bio.NC	891	733	17.7%
cs.CC	Computational Complexity	864	0	100.0%
cs.AR	Hardware Architecture	812	568	30.0%
math.ST	math.ST	740	645	12.8%
math.NA	Numerical Analysis	724	593	18.1%
cs.DL	Digital Libraries	678	557	17.8%
cs.CG	Computational Geometry	645	577	10.5%
cs.DM	Discrete Mathematics	593	0	100.0%
stat.ME	stat.ME	542	420	22.5%
q-bio.QM	q-bio.QM	533	389	27.0%
math.PR	math.PR	512	460	10.2%
cs.ET	Emerging Technologies	478	402	15.9%
stat.AP	stat.AP	379	323	14.8%
astro-ph.IM	astro-ph.IM	372	290	22.0%
cs.CE	Computational Engineering	355	262	26.2%
cs.PF	Performance	327	287	12.2%
cond-mat.mtrl-sci	cond-mat.mtrl-sci	248	134	46.0%
physics.comp-ph	physics.comp-ph	244	198	18.9%
physics.med-ph	physics.med-ph	241	208	13.7%
cs.FL	Formal Languages	217	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%
cs.MS	Mathematical Software	184	158	14.1%
econ.GN	econ.GN	184	136	26.1%
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	174	127	27.0%
cond-mat.stat-mech	cond-mat.stat-mech	172	150	12.8%
physics.flu-dyn	physics.flu-dyn	158	94	40.5%
stat.CO	stat.CO	158	133	15.8%
cs.OS	Operating Systems	154	102	33.8%
physics.ao-ph	physics.ao-ph	151	105	30.5%
math.DS	math.DS	140	111	20.7%
physics.chem-ph	physics.chem-ph	131	78	40.5%
q-fin.ST	q-fin.ST	120	93	22.5%
physics.data-an	physics.data-an	108	96	11.1%
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%
q-fin.CP	q-fin.CP	80	63	21.2%
math.AG	math.AG	79	64	19.0%
hep-ex	hep-ex	68	40	41.2%
physics.ins-det	physics.ins-det	68	54	20.6%
econ.EM	econ.EM	67	43	35.8%
cs.SC	Symbolic Computation	66	51	22.7%
math.MG	math.MG	65	58	10.8%
q-fin.GN	q-fin.GN	65	55	15.4%
q-fin.TR	q-fin.TR	65	45	30.8%
math-ph	math-ph	64	58	9.4%
nlin.AO	nlin.AO	60	54	10.0%
math.LO	Logic	59	0	100.0%
q-bio.MN	q-bio.MN	59	51	13.6%
hep-ph	hep-ph	58	39	32.8%
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	46	31	32.6%
math.GR	math.GR	44	40	9.1%
cond-mat.soft	cond-mat.soft	42	34	19.0%
hep-th	hep-th	42	26	38.1%
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	36	29	19.4%
math.HO	math.HO	36	30	16.7%
gr-qc	gr-qc	35	29	17.1%
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%