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The dataset generation failed because of a cast error
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
End of preview.

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 format
  • international_reactions.parquet — 210 country/org reactions to TP4, 33 columns (recommended)
  • international_reactions.csv — Same data in CSV format
  • data_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

Daniel Rosehill

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