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IMMIGRATION_STATUSINFERENCE_ANALYSIS
STATUS_PATTERN_ANALYTICS

About This Analysis

This page analyzes crime patterns based on inferred immigration status from news article text. Statuses like OQTF (deportation orders), undocumented status, and asylum seekers are detected through keyword matching and optional LLM analysis.

Note: Immigration status is only inferred when explicitly mentioned in source articles. Many incidents may have no immigration status data available. Confidence scores indicate how reliable the inference is.

Overview Stats

1349
With Known Status
3759
High Confidence
3806
Unknown

Inference Method Breakdown

llm_batch7128 (100.0%)

Distribution by Immigration Status

Sans-papiers
44.6% (85% conf)
602
OQTF
21.3% (85% conf)
288
Migrant
20.2% (85% conf)
273
Réfugié
5.8% (85% conf)
78
Régularisé
3.1% (85% conf)
42
Mineur isolé
2.3% (85% conf)
31
Demandeur d'asile
1.9% (85% conf)
25
Titre expiré
0.4% (85% conf)
5
Débouté d'asile
0.4% (85% conf)
5

Harm Metrics by Status

StatusIncidents%VictimsFatalitiesAvg Victims/Inc
Sans-papiers55841.2%9243191.66
OQTF30122.2%649932.16
Migrant28921.3%52725351.82
Réfugié946.9%188562.00
Régularisé483.5%191723.98
Mineur isolé292.1%3811.31
Demandeur d'asile272.0%2300.85
Titre expiré50.4%531.00
Débouté d'asile50.4%210.40
TOTAL1356100%254730801.88

Crime Type by Immigration Status

Crime Type \ Status
sans_papiers
migrant
oqtf
refugie
regularise
demandeur_...
mineur_isole
titre_expire
rape
49
51
30
6
2
2
aggravated_assault
55
22
24
9
5
6
1
sexual_assault
36
36
20
7
1
2
3
assault_on_officer
37
16
25
2
1
1
robbery
38
8
17
1
1
3
homicide
25
12
8
8
4
1
assault
12
6
14
1
1
1
1
threats
10
5
8
4
2
1
2
armed_robbery
12
2
3
1
1
1
arson
3
4
4
1
1
1

Nationality by Immigration Status

Nationality \ Status
sans_papiers
oqtf
migrant
refugie
regularise
mineur_isole
demandeur_...
deboute_as...
titre_expire
Algerian
150
92
28
2
3
4
3
Moroccan
63
36
28
1
6
3
2
Tunisian
79
28
16
1
4
1
1
1
Afghan
6
2
29
13
6
2
1
Guinean
13
10
9
1
4
2
Sudanese
4
2
14
7
1
1
1
Congolese
8
2
4
5
3
1
Iraqi
5
3
9
4
1
Romanian
3
4
6
Albanian
4
1
4
3
1

First Name Origin by Immigration Status

Name Origin \ Status
sans_papiers
oqtf
migrant
refugie
regularise
mineur_isole
demandeur_...
deboute_as...
titre_expire
Islamic
428
210
162
43
31
17
18
2
3
Other
78
38
56
14
4
5
5
1
French/Francophone
18
3
9
1
2
3
West African
12
7
10
1
2
English/Anglo
10
3
3
1
1
Judeo-Christian
3
7
4
2
1
Slavic/Eastern European
3
4
3
1
2
Hispanic/Latino
1
2
3
Turkish
2
1
2
East Asian
3

Weapon Type by Immigration Status

Weapon \ Status
sans_papiers
oqtf
migrant
refugie
regularise
mineur_isole
demandeur_...
deboute_as...
titre_expire
none
246
135
123
45
13
16
14
3
3
knife
88
47
51
32
17
3
4
1
1
unknown
91
46
38
4
4
5
3
firearm_unspecified
16
2
9
2
3
1
fists
14
8
7
1
2
1
unarmed
15
6
3
2
1
vehicle_as_weapon
10
5
2
1
1
1
fire
2
3
3
2
2
1
rifle
2
1
5
1
rock
1

City by Immigration Status

City \ Status
sans_papiers
migrant
oqtf
refugie
mineur_isole
regularise
demandeur_...
titre_expire
Paris
45
45
34
9
2
6
3
2
Nice
24
7
9
1
1
1
Marseille
18
4
13
4
Lille
17
10
6
2
3
1
Lyon
21
3
5
4
1
1
Toulouse
16
2
7
1
2
Bordeaux
10
5
3
1
2
1
Calais
1
15
1
1
Avignon
12
1
2
1
1
Nantes
5
4
5
2
Montpellier
10
1
2
1
1
Saint-Denis
2
11
1