Orbital launch manifest intelligence (weekly)

Commercial use OKFresh

Sample onlyDownload sample CSV Download sample JSONSample rows only (up to 20) — not the complete dataset.

Every upcoming orbital launch on The Space Devs Launch Library 2 manifest (keyless official API), joined with each launch provider's trailing-12-month reliability record — typically ~360 launches/week. Each row is one planned launch: launch and mission names, status (TBD/TBC/Go/Hold), NET no-earlier-than date and launch window, NET precision class + precise flag, T-minus countdown in hours and its bucket (imminent/this_week/this_month/later), provider + type, rocket name/family/variant, mission type + coarse mission class (human_spaceflight, cargo_logistics, science, connectivity, security, tech_test, operations), orbit, launch pad + location, country (canonical name + ISO alpha-3; empty when LL2's pad country code is unresolvable), webcast flag, provider 12-month attempts / success rate / current success streak / dense reliability rank (null for providers with no trailing-year history — never imputed), per-row LL2 source URL, and a row hash. Primary key: launch_id (LL2 UUID). Cadence: weekly; as_of is the run's UTC date, so identical input produces an identical content hash. Caveats: NET dates and statuses are planning values and shift; LL2 carries no accuracy guarantee; provider join is on LL2-canonical names (exact string match). Terms allow any use with encouraged attribution -> commercial_use = yes. Sample use: filter countdown_bucket = 'imminent' for this week's launches, or order by provider_reliability_rank for the most reliable rides.

Source: The Space Devs Launch Library 2 (launch intelligence)
Rows: 367
Columns: 34
Source cadence: Weekly
Last refreshed: Sep 25, 2026
Theme: technology

Column	Type	Description
as_of	string	Run date (UTC). Day-granular: identical input on the same UTC day yields an identical content hash. (unit: date)
snapshot_week	string	ISO week of as_of (YYYY-Www). (unit: week)
launch_id	string	LL2 launch UUID. Stable primary key. (unit: id)
launch_name	string	LL2 launch name (vehicle + mission).
status_name	string	LL2 human-readable status.
status_abbrev	string	LL2 status abbreviation: TBD, TBC, Go, Hold.
net_utc	string	No-earlier-than launch datetime, UTC ISO 8601.
window_start_utc	string	Launch window start, UTC ISO 8601 (may be empty).
window_end_utc	string	Launch window end, UTC ISO 8601 (may be empty).
net_precision	string	Raw LL2 net_precision abbreviation (MIN, DAY, DEC, Q4, H2, Y, ...).
precision_class	string	Coarse NET precision: exact (MIN/SEC/DAY), month, quarter, half, year, unknown.
precise_flag	integer	1 when the NET is precise to the day or better, else 0.
t_minus_hours	float	Hours from as_of (00:00 UTC) to NET; negative when the NET already passed. (unit: hours)
countdown_bucket	string	imminent (<=24h), this_week (<=7d), this_month (<=30d), later.
provider	string	Launch service provider, LL2-canonical name (exact-string join key to the reliability stats).
provider_type	string	LL2 provider type (Commercial, Government, Private, Multinational, Unknown).
rocket_name	string	Launch vehicle configuration name.
rocket_family	string	Vehicle family (empty when LL2 omits it).
rocket_variant	string	Vehicle variant (empty when LL2 omits it).
mission_name	string	Mission name (empty when LL2 omits it).
mission_type	string	LL2 mission type, one of the 18 known types (empty when LL2 omits it).
mission_class	string	Deterministic 8-class collapse of mission_type: human_spaceflight, cargo_logistics, science, connectivity, security, tech_test, operations, unknown.
orbit_abbrev	string	Target orbit abbreviation (e.g. LEO, SSO; empty when LL2 omits it).
pad_name	string	Launch pad name.
pad_location	string	Launch site location name.
country	string	Canonical country name from the pad's ISO alpha-3 via hub.normalize; empty when LL2's code is unresolvable (e.g. '???') — never guessed.
country_code	string	ISO alpha-3 country code of the pad; empty when unresolvable. Join key. (unit: code)
webcast_live	boolean	1 when LL2 marks a live webcast, else 0.
provider_attempts_12m	float	Provider's known-outcome orbital launches in the trailing 365 days (Success+Failure+Partial Failure); null for providers with no history. (unit: count)
provider_success_rate_pct	float	100(successes + 0.5partials)/attempts over trailing 365 days; null when attempts = 0. (unit: percent)
provider_consecutive_successes	float	Current success streak: consecutive Success rows from the provider's most recent launch backwards; null with no history. (unit: count)
provider_reliability_rank	float	Dense rank over providers with trailing-year history (success_rate desc, attempts desc, provider asc); null for providers with no history. (unit: rank)
source_url	string	Per-row LL2 API URL for this launch (exact provenance). (unit: URL)
row_hash	string	SHA-256 (16 hex chars) over the row's content fields; identical input yields an identical hash. (unit: hash)

Profiled Sep 25, 2026 from snapshot 20260925T122603Z-d277700eee3a

Measured

Completeness: 99.1%
Rows: 367
Columns: 34
Columns with gaps: 4

Column	Missing	Distinct	Range	Distribution
as_ofvarchar	0%	1	—	2026-09-25367
snapshot_weekvarchar	0%	1	—	2026-W39367
launch_idvarchar	0%	377	—	00e88b18-f8d1-4dbc-84e1-5e5067fdf0c61 01642f58-d8a9-4322-87b9-f051591ee1651 0196fba7-dd6c-4ba0-bf71-e1460930ffde1
launch_namevarchar	0%	385	—	Ariane 64 \| OneWeb L?2 Ariane 6 \| COMSATBw 1B (SATCOMBw Stufe 3-1)1 Ariane 6 \| COMSATBw 2B (SATCOMBw Stufe 3-2)1
status_namevarchar	0%	3	—	To Be Determined357 Go for Launch8 To Be Confirmed2
status_abbrevvarchar	0%	3	—	TBD357 Go8 TBC2
net_utcvarchar	0%	56	—	2026-12-31T00:00:00Z111 2027-12-31T00:00:00Z70 2029-12-31T00:00:00Z42
window_start_utcvarchar	0%	56	—	2026-12-31T00:00:00Z111 2027-12-31T00:00:00Z70 2029-12-31T00:00:00Z42
window_end_utcvarchar	0%	55	—	2026-12-31T00:00:00Z111 2027-12-31T00:00:00Z70 2029-12-31T00:00:00Z42
net_precisionvarchar	0%	14	—	Y190 M47 DEC35
precision_classvarchar	0%	6	—	year196 month82 quarter48
precise_flagbigint	0%	2	0 → 1median 0
t_minus_hoursdouble	0%	48	24.43 → 116,280median 8,880	8 outside 1st–99th percentile
countdown_bucketvarchar	0%	3	—	later355 this_month7 this_week5
providervarchar	0%	36	—	SpaceX130 Rocket Lab42 United Launch Alliance36
provider_typevarchar	0%	5	—	Commercial302 Government42 Private20
rocket_namevarchar	0%	75	—	Falcon 9112 Electron39 Vulcan25
rocket_familyvarchar	0%	23	—	Falcon125 71 Ariane31
rocket_variantvarchar	0%	36	—	124 Block 5112 Vulcan25
mission_namevarchar	0%	369	—	Demo Flight8 Maiden Flight7 6
mission_typevarchar	0%	20	—	Communications82 Earth Science73 Government/Top Secret64
mission_classvarchar	0%	9	—	science108 connectivity94 security64
orbit_abbrevvarchar	0%	18	—	LEO131 SSO62 PO43
pad_namevarchar	0%	44	—	Unknown Pad105 Space Launch Complex 4E34 Ariane Launch Area 431
pad_locationvarchar	0%	25	—	Cape Canaveral SFS, FL, USA120 Guiana Space Centre, French Guiana59 Vandenberg SFB, CA, USA48
countryvarchar	0%	18	—	United States199 French Guiana59 New Zealand36
country_codevarchar	0%	16	—	USA199 GUF59 NZL36
webcast_liveboolean	0%	1	—	false367
provider_attempts_12mdouble	7.6%	11	1 → 156median 25
provider_success_rate_pctdouble	7.6%	4	0 → 100median 100	1 outside 1st–99th percentile
provider_consecutive_successesdouble	7.6%	9	0 → 156median 25
provider_reliability_rankdouble	7.6%	17	1 → 26median 2	1 outside 1st–99th percentile
source_urlvarchar	0%	354	—	https://ll.thespacedevs.com/2.2.0/launch/00e88b18-f8d1-4dbc-84e1-5e5067fdf0c6/?format=json1 https://ll.thespacedevs.com/2.2.0/launch/01642f58-d8a9-4322-87b9-f051591ee165/?format=json1 https://ll.thespacedevs.com/2.2.0/launch/0196fba7-dd6c-4ba0-bf71-e1460930ffde/?format=json1
row_hashvarchar	0%	341	—	00807084acf961441 028e22e0a8bfc7951 049c54658804fa3e1

Point any LLM at the metadata endpoint — the documentation above is machine-readable too (JSON-LD + Croissant).

cURL

curl "https://datazimuts.com/v1/datasets/launch_intel_signals/launch_manifest_intel_weekly" | jq '{title, rows, columns_count, license}'

Python

import requests

ds = requests.get("https://datazimuts.com/v1/datasets/launch_intel_signals/launch_manifest_intel_weekly").json()
print(ds["title"], ds["rows"], "rows")

# Sample rows for an LLM context window
for row in ds.get("sample_rows", [])[:5]:
    print(row)

API endpoint: https://datazimuts.com/v1/datasets/launch_intel_signals/launch_manifest_intel_weekly

Tip: fetch /llms.txt for the full machine-readable catalog.

Cite this snapshot

Pinned to snapshot 20260925T122603Z-d277700eee3a and its content hash, so readers get exactly the data you used.

APA

The Space Devs Launch Library 2 (launch intelligence). (2026). Orbital launch manifest intelligence (weekly) [Data set, snapshot 20260925T122603Z-d277700eee3a, sha256 d277700eee3a]. Datazimuts. Retrieved 2026-09-25, from https://datazimuts.com/en/datasets/launch_intel_signals/launch_manifest_intel_weekly?snapshot=20260925T122603Z-d277700eee3a

BibTeX

@misc{dz_launch_intel_signals_launch_manifest_int_d277700e,
  title        = {{Orbital launch manifest intelligence (weekly)}},
  author       = {{The Space Devs Launch Library 2 (launch intelligence)}},
  year         = {2026},
  publisher    = {Datazimuts},
  howpublished = {\url{https://datazimuts.com/en/datasets/launch_intel_signals/launch_manifest_intel_weekly?snapshot=20260925T122603Z-d277700eee3a}},
  note         = {Snapshot 20260925T122603Z-d277700eee3a, sha256 d277700eee3ad3f9e59ee145a07e5e6e8cf81de6fb716e542ec6eae8c95a1941; accessed 2026-09-25}
}

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Orbital launch manifest intelligence (weekly)

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