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Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 102 new columns ({'targets', 'fattah_used', 'target_us_base', 'cumulative_total', 'bm_hypersonic', 'exoatmospheric_interception', 'target_naval_base', 'shahed_107_used', 'launch_site_description', 'small_number_of_missiles', 'proxy_description', 'launch_time_iran', 'bm_liquid_fueled', 'target_iaf_base', 'bm_cluster_warhead', 'ghadr_used', 'narrative', 'probable_launch_time', 'cluster_dispersal_radius_km', 'civilian_casualties', 'launch_site_generic_location', 'target_diplomatic', 'intercepted', 'shahed_131_used', 'targeted_jerusalem', 'intercepted_by_us', 'announced_utc', 'targeted_haifa', 'operation', 'endoatmospheric_interception', 'cruise_missiles_used', 'target_lon', 'target_lat', 'fatalities', 'interception_report', 'proxy_involvement', 'munitions_targeting_israel', 'us_bases_targeted', 'idf_statement', 'cluster_munitions', 'cluster_carrier_missile', 'launch_site_lon', 'intercepted_by_israel', 'launch_site_lat', 'mohajer_6_used', 'conflict_day', 'military_casualties', 'wave_uid', 'target_naval_vessel', 'targeted_northern_periphery', 'bm_marv_equipped', 'intercepted_by_jordan', 'intercepted_by_uk', 'israel_targeted', 'wave_number', 'target_military_industrial', 'solar_phase_launch_site', 'solar_phase_target', 'drones_used', 'emad_used', 'us_bases_list', 'shahed_238_used', 'estimated_intercept_count', 'target_generic_location', 'incident_duration_minutes', 'us_naval_vessels_list', 'cluster_warhead_confirmed', 'wave_codename_english', 'time_between_incidents_minutes', 'shahed_136_used', 'sejjil_used', 'payload', 'targeted_tel_aviv', 'new_country_targeted', 'cluster_submunition_explosive_kg', 'target_intelligence', 'new_weapon_first_use', 'ballistic_missiles_used', 'source_urls', 'target_civilian_infrastructure', 'landings_countries', 'iranian_media_claims', 'interception_systems', 'estimated_intercept_rate', 'wave_codename_farsi', 'shahed_129_used', 'bm_solid_fueled', 'targeted_negev_beersheba', 'targeted_eilat', 'intercepted_by_other', 'damage', 'target_government_c2', 'cluster_submunition_count', 'target_civilian_area', 'launch_time_israel', 'injuries', 'estimated_munitions_count', 'announcement_source', 'munitions_targeting_us_bases', 'landings_countries_iso', 'kheibar_shekan_used', 'hours_since_last_incident'}) and 3 missing columns ({'nullable', 'column_name', 'data_type'}).
This happened while the csv dataset builder was generating data using
hf://datasets/danielrosehill/Iran-Israel-War-2026/incidents.csv (at revision c9fe45d464b840756b016231e4dfab2766e884e5), [/tmp/hf-datasets-cache/medium/datasets/91622672686166-config-parquet-and-info-danielrosehill-Iran-Israe-16ec72cb/hub/datasets--danielrosehill--Iran-Israel-War-2026/snapshots/c9fe45d464b840756b016231e4dfab2766e884e5/data_dictionary.csv (origin=hf://datasets/danielrosehill/Iran-Israel-War-2026@c9fe45d464b840756b016231e4dfab2766e884e5/data_dictionary.csv), /tmp/hf-datasets-cache/medium/datasets/91622672686166-config-parquet-and-info-danielrosehill-Iran-Israe-16ec72cb/hub/datasets--danielrosehill--Iran-Israel-War-2026/snapshots/c9fe45d464b840756b016231e4dfab2766e884e5/incidents.csv (origin=hf://datasets/danielrosehill/Iran-Israel-War-2026@c9fe45d464b840756b016231e4dfab2766e884e5/incidents.csv), /tmp/hf-datasets-cache/medium/datasets/91622672686166-config-parquet-and-info-danielrosehill-Iran-Israe-16ec72cb/hub/datasets--danielrosehill--Iran-Israel-War-2026/snapshots/c9fe45d464b840756b016231e4dfab2766e884e5/international_reactions.csv (origin=hf://datasets/danielrosehill/Iran-Israel-War-2026@c9fe45d464b840756b016231e4dfab2766e884e5/international_reactions.csv), /tmp/hf-datasets-cache/medium/datasets/91622672686166-config-parquet-and-info-danielrosehill-Iran-Israe-16ec72cb/hub/datasets--danielrosehill--Iran-Israel-War-2026/snapshots/c9fe45d464b840756b016231e4dfab2766e884e5/waves.csv (origin=hf://datasets/danielrosehill/Iran-Israel-War-2026@c9fe45d464b840756b016231e4dfab2766e884e5/waves.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
wave_uid: string
operation: string
wave_number: int64
wave_codename_farsi: string
wave_codename_english: string
announced_utc: string
announcement_source: string
probable_launch_time: string
launch_time_israel: string
launch_time_iran: string
solar_phase_launch_site: double
solar_phase_target: double
conflict_day: int64
hours_since_last_incident: double
time_between_incidents_minutes: double
incident_duration_minutes: double
payload: string
drones_used: bool
ballistic_missiles_used: bool
cruise_missiles_used: bool
emad_used: bool
ghadr_used: bool
sejjil_used: bool
kheibar_shekan_used: bool
fattah_used: bool
shahed_136_used: bool
shahed_238_used: bool
shahed_131_used: bool
shahed_107_used: bool
shahed_129_used: bool
mohajer_6_used: bool
bm_liquid_fueled: bool
bm_solid_fueled: bool
bm_marv_equipped: bool
bm_hypersonic: bool
bm_cluster_warhead: bool
cluster_munitions: bool
cluster_warhead_confirmed: bool
cluster_carrier_missile: string
cluster_submunition_count: double
cluster_submunition_explosive_kg: double
cluster_dispersal_radius_km: double
israel_targeted: bool
us_bases_targeted: bool
targets: string
landings_countries_iso: string
landings_countries: string
targeted_tel_aviv: bool
targeted_jerusalem: bool
targeted_haifa: bool
targeted_negev_beersheba: bool
targeted_northern_periphery: bool
targeted_eilat: bool
us_bases_list: string
us_naval_vessels_list: string
target_lat: double
target_lon: double
target_generic_location: bool
launch_site_description: string
launch_site_lat: double
launch_site_lon: double
launch_site_generic_location: bool
intercepted: bool
interception_systems: string
intercepted_by_israel: bool
intercepted_by_us: bool
intercepted_by_uk: bool
intercepted_by_jordan: bool
intercepted_by_other: string
estimated_intercept_count: double
estimated_intercept_rate: double
exoatmospheric_interception: bool
endoatmospheric_interception: bool
interception_report: string
estimated_munitions_count: double
munitions_targeting_israel: double
munitions_targeting_us_bases: double
cumulative_total: double
small_number_of_missiles: double
damage: string
fatalities: double
injuries: double
civilian_casualties: double
military_casualties: double
new_country_targeted: bool
new_weapon_first_use: bool
proxy_involvement: bool
proxy_description: string
description: string
iranian_media_claims: string
idf_statement: string
source_urls: string
target_iaf_base: bool
target_us_base: bool
target_naval_base: bool
target_naval_vessel: bool
target_government_c2: bool
target_military_industrial: bool
target_intelligence: bool
target_civilian_infrastructure: bool
target_civilian_area: bool
target_diplomatic: bool
narrative: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 14081
to
{'column_name': Value('string'), 'data_type': Value('string'), 'nullable': Value('string'), 'description': Value('string')}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1892, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 102 new columns ({'targets', 'fattah_used', 'target_us_base', 'cumulative_total', 'bm_hypersonic', 'exoatmospheric_interception', 'target_naval_base', 'shahed_107_used', 'launch_site_description', 'small_number_of_missiles', 'proxy_description', 'launch_time_iran', 'bm_liquid_fueled', 'target_iaf_base', 'bm_cluster_warhead', 'ghadr_used', 'narrative', 'probable_launch_time', 'cluster_dispersal_radius_km', 'civilian_casualties', 'launch_site_generic_location', 'target_diplomatic', 'intercepted', 'shahed_131_used', 'targeted_jerusalem', 'intercepted_by_us', 'announced_utc', 'targeted_haifa', 'operation', 'endoatmospheric_interception', 'cruise_missiles_used', 'target_lon', 'target_lat', 'fatalities', 'interception_report', 'proxy_involvement', 'munitions_targeting_israel', 'us_bases_targeted', 'idf_statement', 'cluster_munitions', 'cluster_carrier_missile', 'launch_site_lon', 'intercepted_by_israel', 'launch_site_lat', 'mohajer_6_used', 'conflict_day', 'military_casualties', 'wave_uid', 'target_naval_vessel', 'targeted_northern_periphery', 'bm_marv_equipped', 'intercepted_by_jordan', 'intercepted_by_uk', 'israel_targeted', 'wave_number', 'target_military_industrial', 'solar_phase_launch_site', 'solar_phase_target', 'drones_used', 'emad_used', 'us_bases_list', 'shahed_238_used', 'estimated_intercept_count', 'target_generic_location', 'incident_duration_minutes', 'us_naval_vessels_list', 'cluster_warhead_confirmed', 'wave_codename_english', 'time_between_incidents_minutes', 'shahed_136_used', 'sejjil_used', 'payload', 'targeted_tel_aviv', 'new_country_targeted', 'cluster_submunition_explosive_kg', 'target_intelligence', 'new_weapon_first_use', 'ballistic_missiles_used', 'source_urls', 'target_civilian_infrastructure', 'landings_countries', 'iranian_media_claims', 'interception_systems', 'estimated_intercept_rate', 'wave_codename_farsi', 'shahed_129_used', 'bm_solid_fueled', 'targeted_negev_beersheba', 'targeted_eilat', 'intercepted_by_other', 'damage', 'target_government_c2', 'cluster_submunition_count', 'target_civilian_area', 'launch_time_israel', 'injuries', 'estimated_munitions_count', 'announcement_source', 'munitions_targeting_us_bases', 'landings_countries_iso', 'kheibar_shekan_used', 'hours_since_last_incident'}) and 3 missing columns ({'nullable', 'column_name', 'data_type'}).
This happened while the csv dataset builder was generating data using
hf://datasets/danielrosehill/Iran-Israel-War-2026/incidents.csv (at revision c9fe45d464b840756b016231e4dfab2766e884e5), [/tmp/hf-datasets-cache/medium/datasets/91622672686166-config-parquet-and-info-danielrosehill-Iran-Israe-16ec72cb/hub/datasets--danielrosehill--Iran-Israel-War-2026/snapshots/c9fe45d464b840756b016231e4dfab2766e884e5/data_dictionary.csv (origin=hf://datasets/danielrosehill/Iran-Israel-War-2026@c9fe45d464b840756b016231e4dfab2766e884e5/data_dictionary.csv), /tmp/hf-datasets-cache/medium/datasets/91622672686166-config-parquet-and-info-danielrosehill-Iran-Israe-16ec72cb/hub/datasets--danielrosehill--Iran-Israel-War-2026/snapshots/c9fe45d464b840756b016231e4dfab2766e884e5/incidents.csv (origin=hf://datasets/danielrosehill/Iran-Israel-War-2026@c9fe45d464b840756b016231e4dfab2766e884e5/incidents.csv), /tmp/hf-datasets-cache/medium/datasets/91622672686166-config-parquet-and-info-danielrosehill-Iran-Israe-16ec72cb/hub/datasets--danielrosehill--Iran-Israel-War-2026/snapshots/c9fe45d464b840756b016231e4dfab2766e884e5/international_reactions.csv (origin=hf://datasets/danielrosehill/Iran-Israel-War-2026@c9fe45d464b840756b016231e4dfab2766e884e5/international_reactions.csv), /tmp/hf-datasets-cache/medium/datasets/91622672686166-config-parquet-and-info-danielrosehill-Iran-Israe-16ec72cb/hub/datasets--danielrosehill--Iran-Israel-War-2026/snapshots/c9fe45d464b840756b016231e4dfab2766e884e5/waves.csv (origin=hf://datasets/danielrosehill/Iran-Israel-War-2026@c9fe45d464b840756b016231e4dfab2766e884e5/waves.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
column_name string | data_type string | nullable string | description string |
|---|---|---|---|
wave_uid | string | no | Unique wave identifier for cross-layer joins (e.g. 'tp4_w21') |
operation | string | no | Operation identifier: tp1 (Apr 2024), tp2 (Oct 2024), tp3 (Jun 2025), tp4 (Feb 2026+) |
wave_number | integer | no | Sequential wave number within the operation (1-indexed) |
wave_codename_farsi | string | yes | Iranian codename for this wave in Farsi script |
wave_codename_english | string | yes | Iranian codename for this wave transliterated to English |
announced_utc | datetime | yes | ISO 8601 timestamp (UTC) when wave was first announced or detected |
announcement_source | string | yes | Source of the first announcement (e.g. IDF, IRGC, OSINT account) |
probable_launch_time | datetime | yes | ISO 8601 timestamp of estimated launch time based on OSINT analysis |
launch_time_israel | string | yes | Local launch time in Israel Standard Time (IST/IDT) |
launch_time_iran | string | yes | Local launch time in Iran Standard Time (IRST/IRDT) |
solar_phase_launch_site | integer | yes | Solar illumination at launch site: 0=Night, 1=Astronomical twilight, 2=Nautical twilight, 3=Civil twilight, 4=Low sun, 5=Daylight |
solar_phase_target | integer | yes | Solar illumination at target: 0=Night, 1=Astronomical twilight, 2=Nautical twilight, 3=Civil twilight, 4=Low sun, 5=Daylight |
conflict_day | integer | yes | Day number of the conflict (Day 1 = first wave of that operation) |
hours_since_last_wave | float | yes | Hours elapsed since the previous wave in the same operation |
time_between_waves_minutes | float | yes | Minutes elapsed since the previous wave (finer granularity than hours_since_last_wave) |
wave_duration_minutes | float | yes | Estimated duration of the wave from first to last munition arrival |
payload | string | yes | Free-text description of the weapon payload composition (e.g. 'mixed BM + drones', 'ballistic only') |
drones_used | boolean | yes | Whether UAVs/loitering munitions were used in this wave |
ballistic_missiles_used | boolean | yes | Whether ballistic missiles were used in this wave |
cruise_missiles_used | boolean | yes | Whether cruise missiles were used in this wave |
emad_used | boolean | yes | Whether Emad liquid-fueled MRBM was used |
ghadr_used | boolean | yes | Whether Ghadr liquid-fueled MRBM was used |
sejjil_used | boolean | yes | Whether Sejjil solid-fueled MRBM was used |
kheibar_shekan_used | boolean | yes | Whether Kheibar Shekan solid-fueled MRBM was used |
fattah_used | boolean | yes | Whether Fattah-1 or Fattah-2 hypersonic missile was used |
shahed_136_used | boolean | yes | Whether Shahed-136 one-way attack drone was used |
shahed_238_used | boolean | yes | Whether Shahed-238 jet-powered one-way attack drone was used |
shahed_131_used | boolean | yes | Whether Shahed-131 one-way attack drone was used |
shahed_107_used | boolean | yes | Whether Shahed-107 (Ababil-2) drone was used |
shahed_129_used | boolean | yes | Whether Shahed-129 MALE UCAV was used |
mohajer_6_used | boolean | yes | Whether Mohajer-6 reconnaissance/strike UCAV was used |
bm_liquid_fueled | boolean | yes | Whether any liquid-fueled ballistic missile was used in this wave |
bm_solid_fueled | boolean | yes | Whether any solid-fueled ballistic missile was used in this wave |
bm_marv_equipped | boolean | yes | Whether any MARV-equipped (maneuverable reentry vehicle) ballistic missile was used |
bm_hypersonic | boolean | yes | Whether any hypersonic-class ballistic missile (Mach 5+) was used |
bm_cluster_warhead | boolean | yes | Whether any ballistic missile carried cluster submunitions |
cluster_munitions | boolean | yes | Derived: true if cluster warhead confirmed for this wave (from weapons.cluster_warhead) |
cluster_warhead_confirmed | boolean | yes | Whether cluster warhead use was confirmed by IDF/police/OSINT evidence |
cluster_carrier_missile | string | yes | Missile type that delivered the cluster warhead (e.g. 'Fattah-2') |
cluster_submunition_count | integer | yes | Estimated number of submunitions per cluster warhead |
cluster_submunition_explosive_kg | float | yes | Explosive weight per individual submunition in kilograms |
cluster_dispersal_radius_km | float | yes | Estimated dispersal radius of submunitions in kilometers |
israel_targeted | boolean | yes | Whether this wave targeted locations in Israel |
us_bases_targeted | boolean | yes | Whether this wave targeted US military bases in the region |
targets | string | yes | Free-text description of targets (e.g. 'Nevatim Airbase, Ramon Airbase') |
landings_countries_iso | string | yes | Comma-separated ISO 3166-1 alpha-2 country codes where munitions landed (e.g. 'IL, JO, PS') |
landings_countries | string | yes | Comma-separated readable country names where munitions landed (e.g. 'Israel, Jordan, Palestine') |
targeted_tel_aviv | boolean | yes | Whether Tel Aviv / Gush Dan metropolitan area was targeted |
targeted_jerusalem | boolean | yes | Whether Jerusalem area was targeted |
targeted_haifa | boolean | yes | Whether Haifa / northern coast was targeted |
targeted_negev_beersheba | boolean | yes | Whether Negev desert / Beersheba area was targeted (includes Nevatim/Ramon airbases) |
targeted_northern_periphery | boolean | yes | Whether northern periphery (Galilee / Golan) was targeted |
targeted_eilat | boolean | yes | Whether Eilat / southernmost Israel was targeted |
us_bases_list | string | yes | Comma-separated names of US military bases targeted (e.g. 'Al Udeid Air Base, Al Dhafra Air Base') |
us_naval_vessels_list | string | yes | Comma-separated names of US naval vessels targeted (e.g. 'USS Eisenhower, USS Philippine Sea') |
target_lat | float | yes | Latitude of primary target in decimal degrees (WGS84) |
target_lon | float | yes | Longitude of primary target in decimal degrees (WGS84) |
target_generic_location | boolean | yes | Whether target coordinates are an approximate centroid (true) or specifically geolocated (false/null) |
target_iaf_base | boolean | yes | Derived: whether this wave targeted an Israeli Air Force base (Nevatim, Ramon, Tel Nof, Hatzerim, Ramat David, Ovda) |
target_us_base | boolean | yes | Derived: whether this wave targeted a US/coalition military base |
target_naval_base | boolean | yes | Derived: whether this wave targeted a naval base or port facility |
target_naval_vessel | boolean | yes | Derived: whether this wave targeted a naval vessel at sea |
target_government_c2 | boolean | yes | Derived: whether this wave targeted a government HQ, ministry, or C2 node |
target_military_industrial | boolean | yes | Derived: whether this wave targeted defense industry or military production facilities |
target_intelligence | boolean | yes | Derived: whether this wave targeted intelligence facilities (CIA, Mossad, Unit 8200, radar) |
target_civilian_infrastructure | boolean | yes | Derived: whether this wave targeted civilian infrastructure (airports, refineries, power plants, data centres) |
target_civilian_area | boolean | yes | Derived: whether this wave targeted or struck residential/civilian areas |
target_diplomatic | boolean | yes | Derived: whether this wave targeted diplomatic facilities (embassies, consulates) |
launch_site_description | string | yes | Free-text description of launch origin (e.g. 'Western Iran, Kermanshah province') |
launch_site_lat | float | yes | Latitude of launch site in decimal degrees (WGS84) |
launch_site_lon | float | yes | Longitude of launch site in decimal degrees (WGS84) |
launch_site_generic_location | boolean | yes | Whether launch site coordinates are an approximate centroid (true) or specifically geolocated (false/null) |
intercepted | boolean | yes | Whether any munitions from this wave were intercepted |
interception_systems | string | yes | Comma-separated defense systems used (e.g. 'Arrow-2, Arrow-3, David's Sling, Iron Dome') |
intercepted_by_israel | boolean | yes | Whether Israel participated in interception of this wave |
intercepted_by_us | boolean | yes | Whether the United States participated in interception of this wave |
intercepted_by_uk | boolean | yes | Whether the United Kingdom participated in interception of this wave |
intercepted_by_jordan | boolean | yes | Whether Jordan participated in interception of this wave |
intercepted_by_other | string | yes | Comma-separated names of other countries that participated in interception |
estimated_intercept_count | integer | yes | Estimated number of munitions intercepted in this wave |
estimated_intercept_rate | float | yes | Estimated interception rate as a decimal (0.0-1.0) for this wave |
exoatmospheric_interception | boolean | yes | Whether exoatmospheric (above atmosphere ~100km) interceptions occurred |
endoatmospheric_interception | boolean | yes | Whether endoatmospheric (within atmosphere) interceptions occurred |
interception_report | string | yes | Free-text summary of interception activity and outcomes |
estimated_munitions_count | integer | yes | Estimated total number of munitions (missiles + drones) fired in this wave |
munitions_targeting_israel | integer | yes | Number of munitions in this wave directed at Israeli targets |
munitions_targeting_us_bases | integer | yes | Number of munitions in this wave directed at US military bases |
cumulative_total | integer | yes | Running cumulative total of all munitions fired across all waves in this operation |
small_number_of_missiles | boolean | yes | Flag indicating a small/token salvo rather than a full wave |
damage | string | yes | Free-text description of damage caused by this wave |
fatalities | integer | yes | Total number of fatalities (military + civilian) caused by this wave |
injuries | integer | yes | Total number of injuries (military + civilian) caused by this wave |
civilian_casualties | integer | yes | Number of civilian casualties (killed + injured) from this wave |
military_casualties | integer | yes | Number of military casualties (killed + injured) from this wave |
new_country_targeted | boolean | yes | Whether this wave targeted a country not previously attacked in this operation (escalation marker) |
new_weapon_first_use | boolean | yes | Whether this wave introduced a weapon system not previously used in this operation (escalation marker) |
proxy_involvement | boolean | yes | Whether proxy forces (e.g. Hezbollah, Houthis, Iraqi militias) were involved in this wave |
proxy_description | string | yes | Free-text description of proxy force involvement |
description | string | yes | Free-text narrative summary of the wave |
iranian_media_claims | string | yes | JSON-encoded Iranian state media claims about this wave's results |
Iran-Israel War — OSINT Dataset
Open-source intelligence dataset tracking Iranian missile and drone attack waves against Israel and US/coalition targets across four operations in the "True Promise" series (2024–2026).
Dataset Description
53 attack waves across four Iranian military operations, each with 89 structured fields covering timing, weapons systems, targets, interception performance, casualties, and escalation indicators. Also includes international reactions data with 210 country/organisation responses to True Promise 4, tracking official statements from heads of state, heads of government, and foreign ministries.
| Operation | Date | Waves | Munitions | Targets |
|---|---|---|---|---|
| True Promise 1 | Apr 13–14, 2024 | 2 | ~320 | Israel (airbases) |
| True Promise 2 | Oct 1, 2024 | 2 | ~200 | Israel (airbases, intel HQ) |
| True Promise 3 | Jun 13–24, 2025 | 22 | ~1,600–1,800 | Israel (cities, bases, infrastructure) |
| True Promise 4 | Feb 28–ongoing, 2026 | 27 | TBD | Israel, US/coalition bases across Gulf & Med |
Data Fields (89 columns)
| Category | Fields |
|---|---|
| Identity | operation, wave_number, wave_codename_farsi, wave_codename_english |
| Timing | announced_utc, probable_launch_time, launch_time_israel, launch_time_iran, conflict_day, hours_since_last_wave, time_between_waves_minutes |
| Weapons | payload, drones_used, ballistic_missiles_used, cruise_missiles_used, per-system booleans (emad_used, ghadr_used, kheibar_shekan_used, fattah_used, shahed_136_used, etc.), fuel/warhead categories |
| Cluster Warheads | cluster_warhead_confirmed, cluster_carrier_missile, cluster_submunition_count, cluster_dispersal_radius_km |
| Targets | israel_targeted, us_bases_targeted, targets (text), landings_countries, per-city booleans, US base/vessel lists, coordinates, target_generic_location |
| Interception | intercepted, interception_systems, per-country interception flags, intercept counts/rates, exo/endoatmospheric phase |
| Impact | damage (text), fatalities, injuries, civilian_casualties, military_casualties |
| Escalation | new_country_targeted, new_weapon_first_use |
| Sources | idf_statement, iranian_media_claims, source_urls |
International Reactions (33 columns)
| Category | Fields |
|---|---|
| Identity | operation, iso_3166_1_alpha2, entity_name, entity_type, eu_member_state, combatant |
| Stance | overall_stance (9 categories from active_participant_coalition to silent) |
| Head of State | hos_statement_made, hos_date, hos_speaker, hos_speaker_title, hos_summary, hos_statement_text, hos_statement_url, hos_category |
| Head of Government | hog_statement_made through hog_category (same structure) |
| Foreign Ministry | fm_statement_made through fm_category (same structure) |
| Additional | additional_statements_count, additional_statements_json, notes |
Files
waves.parquet— All 53 waves, 89 columns (recommended)waves.csv— Same data in CSV formatinternational_reactions.parquet— 210 country/org reactions to TP4, 33 columns (recommended)international_reactions.csv— Same data in CSV formatdata_dictionary.csv— Column-level documentation for all fields across both tables
Usage
from datasets import load_dataset
ds = load_dataset("danielrosehill/Iran-Israel-War-2026")
# Or with pandas
import pandas as pd
df = pd.read_parquet("hf://datasets/danielrosehill/Iran-Israel-War-2026/waves.parquet")
# Fatalities by operation
df.groupby("operation")["fatalities"].sum()
# Weapon systems used per operation
weapon_cols = [c for c in df.columns if c.endswith("_used")]
df.groupby("operation")[weapon_cols].sum()
Data Quality
This dataset was assembled using AI-assisted research, news reporting, and publicly available OSINT sources. It may contain inaccuracies, gaps, or errors. Timestamps are approximate for many events. Munitions counts and casualty figures vary across sources and should be treated as estimates. Iranian state media claims are preserved but often unverifiable.
Always cross-reference against primary sources before drawing conclusions.
Source Repository
GitHub: danielrosehill/Iran-Israel-War-2026-OSINT-Data
The GitHub repo contains the full nested JSON source files, Neo4j graph database, GeoJSON/KML exports, reference data (weapon specs, defense systems, base locations), and JSON Schema for validation.
Kaggle: danielrosehill/iran-israel-war-2026
Interactive Map & Dashboard: iranisrael26.danielrosehill.com
Citation
@misc{daniel_rosehill_grok_4_1_fast_google_gemini_3_1_2026,
title={Iran Israel War 2026},
url={https://www.kaggle.com/dsv/15085716},
DOI={10.34740/KAGGLE/DSV/15085716},
publisher={Kaggle},
author={Daniel Rosehill and Grok 4.1 Fast and Google Gemini 3.1},
year={2026}
}
License
CC-BY-4.0 — provided for research and educational purposes.
Author
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