Country profile · ML
A closer look at internet access.
The score, the signals, the source.
30-day index score
Unavailable
No publishable score in this snapshot. Missing coverage does not establish freedom.
Snapshot fetched
Outside the scored OONI profile
Available source records for Mali are shown with their dates and measurement limits. An absent score does not imply unrestricted internet access.
This source branch has no complete scored OONI editorial profile. Current incident and model sources remain independently available.
The original site falls back to the country API and incident records for Mali. No unique OONI editorial narrative is available in that branch.
Editorial text is preserved as source context. Product recommendations do not guarantee unrestricted access. The source tier may differ from the measured score because the two have different definitions.
Score window: Unavailable days. Snapshot fetched . Content first seen . Upstream serve-time . These timestamps do not date the all-time OONI observations.
All-time measurements accumulate from an older source file without an observation window or timestamp. The all-time blocked ratio is not the confidence-shrunk score. Zero counts and absent fields are kept distinct.
All-time measurement archive
No collection date or complete-country coverage claim is attached to this archive. Protocol fields can be incomplete and need not sum to the historical total.
Country incident records
A verified empty query is different from a failed request. It does not establish unrestricted access.
Statuses come from each record; “active” is not inferred from severity or an absent end date. Incident confidence is a source field, not independent certainty that censorship occurred.
No source mentions can be counted from the returned records.
This is the source mix in the latest returned incident sample, not independent corroboration of the country score. A record can name multiple sources; the counts can overlap.
Dataset version: unavailable. Malformed rows omitted: 0. All readable returned records appear above; each links to its complete evidence and citation page.
Measurement context
This fallback averages up to 50 incident anomaly fields and sums their source measurement counts. It can combine IODA and other signals; it is not an OONI sample block rate or an independently comparable country score.
Source generated: . This is a source timestamp, not proof that every underlying observation is current.
{
"@context": "https://schema.org",
"@type": "Country",
"name": "Mali",
"identifier": "ML",
"url": "https://voidly.ai/censorship-index/ml",
"additionalProperty": [
{
"@type": "PropertyValue",
"name": "Censorship Score",
"value": 30,
"description": "0-100 scale where 100 = total internet censorship"
},
{
"@type": "PropertyValue",
"name": "Anomaly Rate",
"value": 0.29837857480458224
},
{
"@type": "PropertyValue",
"name": "Measurement Count",
"value": 4
}
],
"data": {
"name": "Mali",
"country": "ML",
"ooni": {
"anomalyRate": 0.29837857480458224,
"measurementCount": 4
},
"incidents": [
{
"affectedAsns": [],
"affectedDomains": [],
"affectedServices": [],
"anomalyRate": 0.011527377521613832,
"confidence": 0.65,
"country": "ML",
"countryName": "Mali",
"createdAt": "2026-07-31T00:00:06.433255",
"description": "IODA detected significant connectivity drop in Mali. 1 critical alerts recorded.",
"duration": null,
"durationHours": 0,
"endTime": null,
"flag": "🇲🇱",
"hashId": "d4d225a26457",
"id": "ML-2026-0006",
"incidentType": "disruption",
"measurementCount": 1,
"mechanism": "Infrastructure outage",
"readableId": "ML-2026-0006",
"reportUrl": "https://api.voidly.ai/data/incidents/d4d225a26457/report?format=markdown",
"revision": 1,
"severity": "critical",
"severityGrade": "A",
"sources": [
"ioda"
],
"startTime": "2026-07-30T21:25:00Z",
"status": "active",
"title": "Internet connectivity disruption in Mali",
"updatedAt": "2026-07-31T00:00:06.433255"
},
{
"affectedAsns": [],
"affectedDomains": [],
"affectedServices": [],
"anomalyRate": 0.23125,
"confidence": 0.65,
"country": "ML",
"countryName": "Mali",
"createdAt": "2026-07-05T00:00:05.279227",
"description": "IODA detected significant connectivity drop in Mali. 1 critical alerts recorded.",
"duration": null,
"durationHours": 0,
"endTime": null,
"flag": "🇲🇱",
"hashId": "40f0fc34a4ba",
"id": "ML-2026-0005",
"incidentType": "disruption",
"measurementCount": 1,
"mechanism": "Infrastructure outage",
"readableId": "ML-2026-0005",
"reportUrl": "https://api.voidly.ai/data/incidents/40f0fc34a4ba/report?format=markdown",
"revision": 1,
"severity": "critical",
"severityGrade": "A",
"sources": [
"ioda"
],
"startTime": "2026-07-04T21:50:00Z",
"status": "active",
"title": "Internet connectivity disruption in Mali",
"updatedAt": "2026-07-05T00:00:05.279227"
},
{
"affectedAsns": [],
"affectedDomains": [],
"affectedServices": [],
"anomalyRate": 0.546583850931677,
"confidence": 0.65,
"country": "ML",
"countryName": "Mali",
"createdAt": "2026-06-20T18:00:15.148880",
"description": "IODA detected significant connectivity drop in Mali. 1 critical alerts recorded.",
"duration": null,
"durationHours": 0,
"endTime": null,
"flag": "🇲🇱",
"hashId": "e17f1675ee18",
"id": "ML-2026-0004",
"incidentType": "disruption",
"measurementCount": 1,
"mechanism": "Infrastructure outage",
"readableId": "ML-2026-0004",
"reportUrl": "https://api.voidly.ai/data/incidents/e17f1675ee18/report?format=markdown",
"revision": 1,
"severity": "critical",
"severityGrade": "B",
"sources": [
"ioda"
],
"startTime": "2026-06-20T11:40:00Z",
"status": "active",
"title": "Internet connectivity disruption in Mali",
"updatedAt": "2026-06-20T18:00:15.148880"
},
{
"affectedAsns": [],
"affectedDomains": [],
"affectedServices": [],
"anomalyRate": 0.7025316455696202,
"confidence": 0.65,
"country": "ML",
"countryName": "Mali",
"createdAt": "2026-05-04T00:00:11.485768",
"description": "IODA detected significant connectivity drop in Mali. 1 critical alerts recorded.",
"duration": null,
"durationHours": 0,
"endTime": null,
"flag": "🇲🇱",
"hashId": "ef38e3e4be48",
"id": "ML-2026-0003",
"incidentType": "disruption",
"measurementCount": 1,
"mechanism": "Infrastructure outage",
"readableId": "ML-2026-0003",
"reportUrl": "https://api.voidly.ai/data/incidents/ef38e3e4be48/report?format=markdown",
"revision": 1,
"severity": "critical",
"severityGrade": "B",
"sources": [
"ioda"
],
"startTime": "2026-05-03T20:50:00Z",
"status": "active",
"title": "Internet connectivity disruption in Mali",
"updatedAt": "2026-05-04T00:00:11.485768"
},
{
"affectedAsns": [],
"affectedDomains": [],
"affectedServices": [],
"anomalyRate": 0,
"confidence": 0.7,
"country": "ML",
"countryName": "Mali",
"createdAt": "2026-02-06T14:16:58.891077",
"description": "IODA detected significant connectivity drop. 1 critical alerts recorded.",
"duration": 5975,
"durationHours": 99.58333333333333,
"endTime": "2026-01-13T04:25:00Z",
"flag": "🇲🇱",
"hashId": "de2319d349a9",
"id": "ML-2026-0001",
"incidentType": "disruption",
"measurementCount": 0,
"mechanism": "Infrastructure outage",
"readableId": "ML-2026-0001",
"reportUrl": "https://api.voidly.ai/data/incidents/de2319d349a9/report?format=markdown",
"revision": 2,
"severity": "critical",
"severityGrade": "B",
"sources": [
"ioda"
],
"startTime": "2026-01-09T00:50:00Z",
"status": "confirmed",
"title": "Network disruption detected in ML",
"updatedAt": "2026-03-03T17:04:02.033684Z"
}
],
"incidentCount": 5,
"sources": [
"ioda"
],
"affectedServices": [],
"status": "medium",
"score": 30
},
"dataSource": "incident_data",
"source": "Voidly Global Censorship Index",
"lastUpdated": "2026-10-03T16:57:12.934Z"
}Quality measures evidence confidence, not censorship probability. A small or absent sample cannot establish country-wide access. Quality generated: Date unavailable.
Quality sourceCountry-origin probe records: Unavailable. Flagged in that sample: Unavailable (Unavailable).
Global core + community active nodes: Unavailable. Core active nodes: Unavailable. Global probes in the last 24 hours: Unavailable. Network source updated: Date unavailable.
Global infrastructure totals do not prove that this country was tested from every location. A node’s reported status and country reflect network infrastructure, not national internet freedom.
No country-origin nodes were returned in this network response.
Model outlook
7-day event probability
Unavailable
A censorship or connectivity event within seven days of the model’s as-of date, relative to the country’s baseline. It does not predict an exact shutdown date or measure standing freedom.
Model: fallback
Model as-of date: Date unavailable
The model does not report coverage for this country.
Source generated: . This is a source timestamp, not proof that every underlying observation is current.
{
"country": "ML",
"country_name": "ML",
"generated_at": "2026-10-03T16:57:20.474Z",
"forecast": [
{
"day": 0,
"date": "2026-10-03",
"risk": 0.239,
"drivers": []
},
{
"day": 1,
"date": "2026-10-04",
"risk": 0.221,
"drivers": []
},
{
"day": 2,
"date": "2026-10-05",
"risk": 0.21,
"drivers": []
},
{
"day": 3,
"date": "2026-10-06",
"risk": 0.225,
"drivers": []
},
{
"day": 4,
"date": "2026-10-07",
"risk": 0.209,
"drivers": []
},
{
"day": 5,
"date": "2026-10-08",
"risk": 0.201,
"drivers": []
},
{
"day": 6,
"date": "2026-10-09",
"risk": 0.237,
"drivers": []
},
{
"day": 7,
"date": "2026-10-10",
"risk": 0.243,
"drivers": []
}
],
"summary": {
"max_risk": 0.243,
"max_risk_day": 7,
"avg_risk": 0.223,
"key_drivers": []
},
"model_version": "fallback",
"confidence": 0.5
}The returned daily shape belongs to legacy v1. It is not independently validated and does not describe the honest 7-day headline model above. Its peak day, fixed confidence and interval must not be attached to that headline.
| Date | Legacy value | Source drivers |
|---|---|---|
| 2026-10-03 | 23.9% | |
| 2026-10-04 | 22.1% | |
| 2026-10-05 | 21.0% | |
| 2026-10-06 | 22.5% | |
| 2026-10-07 | 20.9% | |
| 2026-10-08 | 20.1% | |
| 2026-10-09 | 23.7% | |
| 2026-10-10 | 24.3% |
Original display confidence field: 50.0%. The source describes this as fixed in-sample model confidence, not calibrated per-forecast certainty.
Separate multi-horizon model. Each mark is the point estimate; its bar is the source’s 90% conformal interval.
Covered multi-horizon estimates are unavailable for this country. No fallback probabilities are substituted.
Per-horizon breakdownSource generated: Date unavailable. This is a source timestamp, not proof that every underlying observation is current.
Model evaluation and labels differ. Honest 7-day model · Multi-horizon evaluation. An API response date is not the date of the underlying training data.
Additional signals
Each source answers a different question. Missing signals stay visible.
Unavailable
Separate from the index score. A weighted signal composite; sparse evidence can pull it toward zero.
Source freshness is unknown.
Date unavailable
Score methodSource generated: Date unavailable. This is a source timestamp, not proof that every underlying observation is current.
Unavailable
Scenario: a critical censorship incident in Mali. This is not a timer for an existing incident.
Promotion status unavailable.
Model trained: Date unavailable. Censoring in training data: Unavailable.
Source generated: Date unavailable. This is a source timestamp, not proof that every underlying observation is current.
This read-only inference endpoint requires a POST request:
POST https://api.voidly.ai/v1/forecast/duration
Content-Type: application/json
{
"country": "ML",
"severity": "critical",
"incident_type": "censorship"
}Follower estimate unavailable.
Trigger attribution is probabilistic, not causal. Noisy-OR aggregation can overstate risk when triggers share a cause.
Source generated: Date unavailable. This is a source timestamp, not proof that every underlying observation is current.
Similarity of measured blocking patterns, not governments or intent. Sparse feature coverage lowers confidence.
Neighbor records unavailable.
Source generated: Date unavailable. This is a source timestamp, not proof that every underlying observation is current.
Grade distribution unavailable.
Grades are source rubric categories. They do not independently establish deliberate blocking.
Grading rubricSource generated: Date unavailable. This is a source timestamp, not proof that every underlying observation is current.
No sufficiently covered headline recommendation is available.
Full measurement tableSource generated: . This is a source timestamp, not proof that every underlying observation is current.
{
"country_code": "ML",
"do_not_share_card_without_caveats": true,
"endpoints": {
"info": "/v1/atlas/circumvention/info",
"upstream_evasion_table": "/v1/atlas/evasion/ML"
},
"generated_at": "2026-10-03T06:00:05.657065+00:00",
"honest_caveats": [
"PROBE SUCCESS != REAL-USER SUCCESS. DPI vendors increasingly rate-limit real client traffic while letting OONI / Voidly synthetic measurement probes through. Success rates here are an UPPER BOUND on what a real user will see.",
"Recommendations can become stale within hours. Censorship adapts. If a try_first tool stops working, the next probe rotation (cron daily 06:00 UTC) will catch it but you will see it before we do.",
"'Try first' is NOT 'safe'. It means 'highest measured success rate, highest probe confidence.' Operational security (unique device, throwaway account, no SIM, no DNS leak, etc.) is the USER's responsibility — none of that is captured here.",
"Domain-fronted tools (Snowflake, Lantern, Psiphon) are SYSTEMATICALLY UNDER-ESTIMATED. Bootstrap-domain probes do not measure the rotating tunnel endpoints those tools actually use.",
"Self-hosted WireGuard / OpenVPN on a private IP is INVISIBLE to OONI probes and is not represented here. If you have one, trust it over any commercial recommendation.",
"Tor rows roll up vanilla / obfs4 / Snowflake / Meek transports. Per-transport granularity needs raw OONI nettests, out of scope for v1.",
"DO NOT share this recommendation as a forum-shareable card without the caveat block. The do_not_share_card_without_caveats flag in the response is on by design."
],
"informational_disclaimer": "This endpoint is informational, not a safety guarantee. Do not share as a forum-shareable card without the caveat block.",
"insufficient_coverage": true,
"lookback_days": 30,
"n_tools_measured": 0,
"n_total_probes": 0,
"note": "No circumvention-tool probe measurements found for ML in the last 30 days. This usually means OONI probe coverage is absent in ML, NOT that every tool works. We cannot recommend anything for a country we cannot measure.",
"schema": "voidly-circumvention-recommendation/v1",
"tiers": {
"avoid": [],
"fallback": [],
"try_first": []
},
"tools_ranked": []
}Editorial service list
Undated editorial context. Check current evidence before treating a service as blocked.
No editorial blocked-service list is available in this source branch.
Check a specific domainCountry guidance
The original country recommendations are preserved below. They are undated guidance, not a guarantee of access or safety.
Questions, answered
This dated index does not have a publishable score for this country. Missing measurement coverage is not evidence of unrestricted access.
Use the recent records and their original sources to investigate a particular restriction. Disruption alone does not establish intentional censorship.
There is no scored OONI editorial profile in this source branch. Use the dated incident evidence and domain checks for specific services.
Results can differ between networks, measurement times and targets. Country incident records and the country API preserve source details.
The index score snapshot was fetched . Its source serve-time can advance without changes in the underlying scores. The accumulating historical OONI file has no dated observation window.
Current country data, incidents, network state and models have independent source dates. The page requested those sources . It does not continuously refresh. Missing, stale and uncovered responses remain labeled.
Subscribe to source feedsOpen the accessibility checker. For a source query, use the country code with the domain you are investigating:
GET https://api.voidly.ai/v1/accessibility/check?domain=twitter.com&country=ML MCP server: npx @voidly/mcp-server Tool: check_domain_blocked Arguments: domain="twitter.com", country="ML" CLI: npx @voidly/cli check twitter.com ML
Inspect the returned timestamp, measurement coverage and method. A sampled result is not a guarantee for every user. API documentation · MCP tools.
Use the canonical country URL, https://voidly.ai/ml, with your access date and the date of any source snapshot you quote. The citation below supports plain text and BibTeX copy/download. A model generation or page access date is not a publication date.
Voidly-original analysis is CC BY 4.0. Upstream records keep their own attribution and licenses.
Open evidence
Voidly Research. (n.d.). Mali Internet Censorship Profile. https://voidly.ai/ml (accessed 2026-10-03).
Citations use the public /ml URL. Access date is not publication date. Cite the individual source, observation time and model version when using a number.
Voidly-original analysis and annotations are CC BY 4.0. Upstream OONI, IODA and Censored Planet records retain their own licenses. Read and attribute the underlying evidence.