FAO Suite of Food Security Indicators

Name: FAO Suite of Food Security Indicators
Creator: FAO Suite of Food Security Indicators
License: https://www.fao.org/contact-us/terms/db-terms-of-use/en/
Keywords: food-security, nutrition, hunger, undernourishment, health, agriculture, food, fao, united-nations, sdg, yearly, ml-features

Usage commercial interditÀ jourLicence: CC-BY-4.0

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FAO Suite of Food Security Indicators (FAOSTAT domain FS, keyless official bulk download): 68 food-security and nutrition indicators — prevalence of undernourishment (SDG 2.1.1), moderate/severe food insecurity from the Food Insecurity Experience Scale (SDG 2.1.2, with sex and urban/rural breakdowns plus confidence intervals), child stunting/wasting/overweight, adult obesity, anemia, dietary energy supply and requirements, cereal import dependency, irrigation, water and sanitation access — for ~246 areas, annually and as 3-year averages, 2000 onward. One row per area x indicator x element x period; genuine upstream gaps are kept as nulls, never imputed. Who joins this: development and humanitarian analysts join country-year panels on area_code_m49 + year_start for SDG 2 tracking; commodity and macro researchers use the undernourishment/FIES series as structural food-stress features; ML models use prevalence levels and their changes as vulnerability labels.

Les titres et les descriptions proviennent des sources de données, en anglais.

Source: FAO Suite of Food Security Indicators
Lignes: 287 735
Colonnes: 18
Cadence de la source: Annuelle
Dernière actualisation: 1 oct. 2026
Thème: agriculture

Colonne	Type	Description
area_code	integer	FAO area code (numeric identifier of the country, territory, or aggregate). (unit: FAO area code)
area_code_m49	string	UN M49 numeric area code, zero-padded. (unit: UN M49 code)
area	string	FAO area name: countries, territories, and aggregates (World, regions, income groups).
item_code	string	FAO indicator code (e.g. 210040 = prevalence of undernourishment, annual). Suffixes F/M/R/U/TSUB denote female, male, rural, urban, and town/semi-dense breakdowns.
item	string	FAO indicator name, including the reference period (annual value or 3-year average) in parentheses.
element_code	string	FAO element code: the measured value or a confidence interval bound.
element	string	'Value', 'Confidence interval: Lower bound', or 'Confidence interval: Upper bound' (bounds accompany the Food Insecurity Experience Scale indicators).
year_label	string	Reference period exactly as published by FAO: a single year (e.g. '2025') or a 3-year average window (e.g. '2000-2002').
year_start	integer	First calendar year of the reference period. (unit: year)
year_end	integer	Last calendar year of the reference period. (unit: year)
unit	string	Unit of the value as published by FAO (%, kcal/cap/d, g/cap/d, Int$/cap, million No, No, km).
value	float	Indicator value. Empty upstream cells (flags O/Q/L: missing or suppressed) and FAO left-censored cells (e.g. '<0.1') are null, never imputed — see value_raw / value_censored.
value_raw	string	Verbatim upstream Value cell, exactly as published by FAO (e.g. '<0.1' for left-censored small values).
value_censored	boolean	True when FAO left-censored the value (e.g. '<0.1', '<0.5', '<2.5'); the numeric value is then null and value_raw carries the verbatim cell. (unit: boolean)
flag	string	FAO observation flag: A = official value, E = estimated value, L = missing value (data exist but were not collected), O = missing value, Q = missing value (suppressed), X = value from external organization.
flag_description	string	Decoded flag description from the _Flags.csv codebook shipped inside the FAOSTAT bulk ZIP.
note	string	FAO observation note (e.g. 'FAO data', 'Official estimate integrated with FAO data').
row_hash	string	Deterministic 16-hex sha256 over area/item/element/period/value — stable row identity for change detection.

10 premières lignes d’exemple — un aperçu, pas le jeu de données complet.

area_code	area_code_m49	area	item_code	item	element_code	element	year_label	year_start	year_end	unit	value	value_raw	value_censored	flag	flag_description	note	row_hash
2	004	Afghanistan	21010	Average dietary energy supply adequacy (percent) (3-year average)	6121	Value	2000-2002	2 000	2 002	%	87	87	false	E	Estimated value	—	7fb14ce0cede611b
2	004	Afghanistan	21010	Average dietary energy supply adequacy (percent) (3-year average)	6121	Value	2001-2003	2 001	2 003	%	88	88	false	E	Estimated value	—	6f00e0f897597f82
2	004	Afghanistan	21010	Average dietary energy supply adequacy (percent) (3-year average)	6121	Value	2002-2004	2 002	2 004	%	91	91	false	E	Estimated value	—	9368755824a649cf
2	004	Afghanistan	21010	Average dietary energy supply adequacy (percent) (3-year average)	6121	Value	2003-2005	2 003	2 005	%	93	93	false	E	Estimated value	—	9f1db91e1f48f912
2	004	Afghanistan	21010	Average dietary energy supply adequacy (percent) (3-year average)	6121	Value	2004-2006	2 004	2 006	%	95	95	false	E	Estimated value	—	98c7e76e5276246a
2	004	Afghanistan	21010	Average dietary energy supply adequacy (percent) (3-year average)	6121	Value	2005-2007	2 005	2 007	%	97	97	false	E	Estimated value	—	e49d091d6b339ece
2	004	Afghanistan	21010	Average dietary energy supply adequacy (percent) (3-year average)	6121	Value	2006-2008	2 006	2 008	%	99	99	false	E	Estimated value	—	b915ab1f6886f2be
2	004	Afghanistan	21010	Average dietary energy supply adequacy (percent) (3-year average)	6121	Value	2007-2009	2 007	2 009	%	102	102	false	E	Estimated value	—	50ab3090f4bb9e8b
2	004	Afghanistan	21010	Average dietary energy supply adequacy (percent) (3-year average)	6121	Value	2008-2010	2 008	2 010	%	104	104	false	E	Estimated value	—	1b69d50eef075a9d
2	004	Afghanistan	21010	Average dietary energy supply adequacy (percent) (3-year average)	6121	Value	2009-2011	2 009	2 011	%	105	105	false	E	Estimated value	—	253e492436dafb33

Profilé le 1 oct. 2026 à partir de l’instantané 20261001T201725Z-cdd975249169

Mesuré

Complétude: 98,9 %
Lignes: 287 735
Colonnes: 18
Colonnes incomplètes: 1

Colonne	Manquant	Distinctes	Plage	Distribution
area_codebigint	0 %	263	1 → 9 011médiane 173	3 979 hors du 1er–99e centile
area_code_m49varchar	0 %	251	—	0341 854 0621 854 1431 854
areavarchar	0 %	239	—	Central Asia1 854 Central Asia and Southern Asia1 854 Southern Asia1 854
item_codevarchar	0 %	71	—	2100717 380 210071F7 380 210071M7 380
itemvarchar	0 %	63	—	Number of moderately or severely food insecure female adults (million) (3-year average)7 380 Number of moderately or severely food insecure male adults (million) (3-year average)7 380 Number of moderately or severely food insecure people (million) (3-year average)7 380
element_codevarchar	0 %	10	—	6121105 504 613252 403 612826 782
elementvarchar	0 %	3	—	Value210 551 Confidence interval: Lower bound38 592 Confidence interval: Upper bound38 592
year_labelvarchar	0 %	53	—	2020-202211 292 2021-202311 289 2019-202111 287
year_startbigint	0 %	27	2 000 → 2 025médiane 2 016
year_endbigint	0 %	27	2 000 → 2 025médiane 2 017
unitvarchar	0 %	7	—	%147 120 million No87 971 kcal/cap/d26 782
valuedouble	19,9 %	10 705	-1 894 → 174 570médiane 19,8	3 668 hors du 1er–99e centile
value_rawvarchar	0 %	12 184	—	40 603 <0.113 947 0.15 087
value_censoredboolean	0 %	2	—	false271 198 true16 537
flagvarchar	0 %	6	—	E162 121 X83 595 O29 647
flag_descriptionvarchar	0 %	5	—	Estimated value162 121 Value from external organization83 595 Missing value29 647
notevarchar	0 %	84	—	240 411 FAO data24 870 Official estimate integrated with FAO data13 134
row_hashvarchar	0 %	271 673	—	00009b56416c035b1 0000aa6cd83e72b91 0000de74ffc1efee1

Dirigez n’importe quel LLM vers le point d’accès des métadonnées — la documentation ci-dessus est aussi lisible par machine (JSON-LD + Croissant).

cURL

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

Python

import requests

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

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

Point d’accès API : https://datazimuts.com/v1/datasets/faostat_food_security/faostat_food_security_indicators

Astuce : récupérez /llms.txt pour le catalogue complet lisible par machine.

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APA

FAO Suite of Food Security Indicators. (2026). FAO Suite of Food Security Indicators [Data set, snapshot 20261001T201725Z-cdd975249169, sha256 cdd975249169]. Datazimuts. Retrieved 2026-10-02, from https://datazimuts.com/fr/datasets/faostat_food_security/faostat_food_security_indicators?snapshot=20261001T201725Z-cdd975249169

BibTeX

@misc{dz_faostat_food_security_faostat_food_secur_cdd97524,
  title        = {{FAO Suite of Food Security Indicators}},
  author       = {{FAO Suite of Food Security Indicators}},
  year         = {2026},
  publisher    = {Datazimuts},
  howpublished = {\url{https://datazimuts.com/fr/datasets/faostat_food_security/faostat_food_security_indicators?snapshot=20261001T201725Z-cdd975249169}},
  note         = {Snapshot 20261001T201725Z-cdd975249169, sha256 cdd975249169d6efc70469dd12452098a94a360efb0ba065adfb905624ed5b05; accessed 2026-10-02}
}

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