claim_id
stringlengths
15
15
claim_amount
float64
364
57.2k
vehicle_age
int64
0
24
accident_type
stringclasses
5 values
police_report
stringclasses
2 values
repair_estimate
float64
414
49.3k
prior_claims
int64
0
5
decision
stringclasses
3 values
decision_reason
stringclasses
10 values
CLM-2025-000001
19,549.55
6
collision
yes
23,831.35
2
review
Multiple prior claims require review
CLM-2025-000002
17,416.5
22
collision
no
13,181.85
0
review
Old vehicle with high claim amount
CLM-2025-000003
4,154.29
23
vandalism
yes
4,140.49
1
approve
Standard claim with proper documentation
CLM-2025-000004
15,893.35
9
theft
no
16,983.14
0
review
Theft requires investigation
CLM-2025-000005
32,352.16
14
theft
yes
27,647.85
1
review
High value claim requires manual review
CLM-2025-000006
37,862.19
6
theft
yes
38,466.57
0
review
High value claim requires manual review
CLM-2025-000007
3,015.23
13
collision
yes
3,314.37
2
review
Multiple prior claims require review
CLM-2025-000008
26,921.26
6
fire
no
21,067.76
1
review
Fire requires investigation
CLM-2025-000009
10,639.12
16
collision
yes
7,509.54
0
approve
Standard claim with proper documentation
CLM-2025-000010
25,371.87
21
fire
no
21,518.98
0
review
Fire requires investigation
CLM-2025-000011
13,665.01
9
weather_damage
no
13,906.24
3
review
Multiple prior claims require review
CLM-2025-000012
12,317.67
15
collision
yes
12,900.32
2
review
Multiple prior claims require review
CLM-2025-000013
4,525.54
24
collision
yes
4,162.11
0
approve
Low amount, clean history, documented incident
CLM-2025-000014
31,656.5
2
collision
yes
27,936.42
1
review
High value claim requires manual review
CLM-2025-000015
22,617.87
8
theft
no
23,483.52
3
review
Theft requires investigation
CLM-2025-000016
11,294.96
23
theft
yes
12,769.16
1
review
Theft requires investigation
CLM-2025-000017
42,129.97
2
fire
yes
39,963.57
0
review
High value claim requires manual review
CLM-2025-000018
25,813.74
13
fire
yes
20,974.75
1
review
Fire requires investigation
CLM-2025-000019
37,779.32
9
collision
yes
27,081.38
1
review
High value claim requires manual review
CLM-2025-000020
24,848.38
3
fire
yes
29,363.4
3
review
Fire requires investigation
CLM-2025-000021
30,923.28
10
theft
no
27,965.96
0
review
High value claim requires manual review
CLM-2025-000022
47,964.48
9
fire
yes
45,501.12
2
review
High value claim requires manual review
CLM-2025-000023
5,355.22
11
weather_damage
no
5,985.55
0
review
Requires manual assessment
CLM-2025-000024
13,696.01
24
theft
yes
14,403.95
1
review
Theft requires investigation
CLM-2025-000025
6,437.73
2
weather_damage
no
6,843.75
0
review
Requires manual assessment
CLM-2025-000026
15,171.88
11
fire
yes
15,859.72
0
review
Fire requires investigation
CLM-2025-000027
3,882.73
23
vandalism
yes
5,451.86
2
review
Multiple prior claims require review
CLM-2025-000028
20,459.95
16
collision
yes
20,541.65
5
reject
Excessive prior claims history
CLM-2025-000029
21,351.74
21
theft
yes
20,321.38
0
review
Theft requires investigation
CLM-2025-000030
15,116.99
5
weather_damage
no
11,662.67
0
review
Requires manual assessment
CLM-2025-000031
3,992.64
16
vandalism
yes
3,669.61
2
review
Multiple prior claims require review
CLM-2025-000032
4,009.67
15
vandalism
yes
3,018.04
2
review
Multiple prior claims require review
CLM-2025-000033
21,257.97
15
theft
yes
21,228.85
0
review
Theft requires investigation
CLM-2025-000034
25,284.21
18
theft
yes
26,750.99
0
review
Theft requires investigation
CLM-2025-000035
1,351.49
7
vandalism
no
1,531.41
0
review
Requires manual assessment
CLM-2025-000036
5,595.54
22
collision
yes
5,879.58
1
approve
Standard claim with proper documentation
CLM-2025-000037
11,207.72
15
collision
yes
11,781.15
2
review
Multiple prior claims require review
CLM-2025-000038
2,470.61
11
weather_damage
no
2,549.33
1
review
Requires manual assessment
CLM-2025-000039
28,138.06
8
collision
yes
27,119.09
0
approve
Standard claim with proper documentation
CLM-2025-000040
4,705.49
23
vandalism
no
4,473.04
3
review
Multiple prior claims require review
CLM-2025-000041
1,294.11
7
vandalism
yes
1,261.04
1
approve
Standard claim with proper documentation
CLM-2025-000042
12,106.9
21
fire
no
14,810.17
1
review
Fire requires investigation
CLM-2025-000043
6,979.99
3
vandalism
yes
6,098.69
0
approve
Standard claim with proper documentation
CLM-2025-000044
12,076.93
16
collision
yes
11,372.76
0
approve
Standard claim with proper documentation
CLM-2025-000045
11,584.55
21
weather_damage
yes
10,235.5
0
approve
Standard claim with proper documentation
CLM-2025-000046
37,031.83
1
fire
yes
38,412.34
0
review
High value claim requires manual review
CLM-2025-000047
9,923.73
0
collision
yes
9,861.63
0
approve
Standard claim with proper documentation
CLM-2025-000048
3,368.86
16
weather_damage
no
3,439.69
5
reject
Excessive prior claims history
CLM-2025-000049
29,980.02
5
collision
yes
27,992.92
0
approve
Standard claim with proper documentation
CLM-2025-000050
25,418.65
2
fire
yes
25,699.4
2
review
Fire requires investigation
CLM-2025-000051
2,685.93
22
vandalism
no
2,306.61
0
review
Requires manual assessment
CLM-2025-000052
34,687.6
2
fire
yes
36,525.25
0
review
High value claim requires manual review
CLM-2025-000053
2,151.93
21
vandalism
yes
1,900.28
0
approve
Low amount, clean history, documented incident
CLM-2025-000054
23,572.24
8
fire
yes
25,275.71
2
review
Fire requires investigation
CLM-2025-000055
16,320.07
22
theft
yes
19,841.79
1
review
Theft requires investigation
CLM-2025-000056
28,918.95
7
collision
yes
26,920.15
2
review
Multiple prior claims require review
CLM-2025-000057
8,194.96
22
collision
yes
9,994.09
0
approve
Standard claim with proper documentation
CLM-2025-000058
9,187.1
21
theft
yes
7,784.31
1
review
Theft requires investigation
CLM-2025-000059
2,710.37
5
vandalism
no
2,949.88
0
review
Requires manual assessment
CLM-2025-000060
2,694.13
11
collision
yes
2,412.96
1
approve
Standard claim with proper documentation
CLM-2025-000061
7,962.1
19
theft
yes
9,905.41
1
review
Theft requires investigation
CLM-2025-000062
2,093.79
22
collision
yes
2,985.11
0
approve
Standard claim with proper documentation
CLM-2025-000063
10,603.9
8
weather_damage
yes
13,812.99
1
approve
Standard claim with proper documentation
CLM-2025-000064
1,725.99
21
vandalism
no
1,819.65
2
review
Multiple prior claims require review
CLM-2025-000065
4,087.31
15
weather_damage
no
4,969.59
1
review
Requires manual assessment
CLM-2025-000066
611.83
21
vandalism
yes
591.51
0
approve
Low amount, clean history, documented incident
CLM-2025-000067
9,801.88
16
theft
no
10,681.94
0
review
Theft requires investigation
CLM-2025-000068
6,129.1
4
vandalism
no
5,263.2
0
review
Requires manual assessment
CLM-2025-000069
11,086.55
1
vandalism
yes
7,500.77
0
approve
Standard claim with proper documentation
CLM-2025-000070
20,749.49
12
theft
yes
20,490.8
0
review
Theft requires investigation
CLM-2025-000071
5,066.8
16
vandalism
no
4,554.98
3
review
Multiple prior claims require review
CLM-2025-000072
36,056.59
0
collision
yes
28,361.01
0
review
High value claim requires manual review
CLM-2025-000073
19,288.8
2
fire
yes
22,233.95
1
review
Fire requires investigation
CLM-2025-000074
19,104.1
13
theft
yes
21,343.14
0
review
Theft requires investigation
CLM-2025-000075
22,147.64
16
fire
yes
27,199.53
1
review
Fire requires investigation
CLM-2025-000076
25,297.35
6
theft
yes
28,868.29
0
review
Theft requires investigation
CLM-2025-000077
13,992.22
23
theft
no
12,922.73
2
review
Theft requires investigation
CLM-2025-000078
5,546.95
2
weather_damage
no
6,208.25
2
review
Multiple prior claims require review
CLM-2025-000079
9,882.82
6
weather_damage
no
8,866.13
1
review
Requires manual assessment
CLM-2025-000080
4,240.29
22
vandalism
yes
5,088.4
2
review
Multiple prior claims require review
CLM-2025-000081
34,017.73
19
fire
yes
32,440.32
2
review
High value claim requires manual review
CLM-2025-000082
16,096.87
19
theft
yes
16,417.36
1
review
Theft requires investigation
CLM-2025-000083
2,665.53
2
vandalism
no
2,095.46
0
review
Requires manual assessment
CLM-2025-000084
14,337.39
14
collision
yes
13,517.07
0
approve
Standard claim with proper documentation
CLM-2025-000085
13,204.62
5
theft
yes
12,182.89
0
review
Theft requires investigation
CLM-2025-000086
20,668.61
4
collision
yes
18,276.55
1
approve
Standard claim with proper documentation
CLM-2025-000087
4,749.41
12
vandalism
no
5,323.06
0
review
Requires manual assessment
CLM-2025-000088
9,275.47
11
weather_damage
no
9,582.27
1
review
Requires manual assessment
CLM-2025-000089
4,383.16
6
vandalism
yes
3,539.02
1
approve
Standard claim with proper documentation
CLM-2025-000090
24,508.59
7
collision
yes
22,889.26
0
approve
Standard claim with proper documentation
CLM-2025-000091
17,178.69
12
theft
yes
17,032.01
0
review
Theft requires investigation
CLM-2025-000092
29,923.9
20
fire
yes
34,262.03
4
reject
Excessive prior claims history
CLM-2025-000093
5,644.58
14
vandalism
no
5,563.07
3
review
Multiple prior claims require review
CLM-2025-000094
10,213.4
19
theft
yes
11,552.99
0
review
Theft requires investigation
CLM-2025-000095
6,319.35
14
weather_damage
no
6,426.28
1
review
Requires manual assessment
CLM-2025-000096
6,012.24
20
weather_damage
yes
5,244.24
0
approve
Standard claim with proper documentation
CLM-2025-000097
3,006.43
17
weather_damage
yes
3,247.51
0
approve
Low amount, clean history, documented incident
CLM-2025-000098
30,315.26
8
theft
no
30,541.94
0
review
High value claim requires manual review
CLM-2025-000099
5,930.37
12
vandalism
no
5,336.45
3
review
Multiple prior claims require review
CLM-2025-000100
32,427.91
1
theft
no
26,547.64
0
review
High value claim requires manual review