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Datasets:
sarveshchhetri
/
Freelancer_Success_Earnings_and_Churn_Prediction

Tasks:
Tabular Classification
Tabular Regression
Modalities:
Tabular
Text
Formats:
csv
Size:
10K - 100K
Tags:
employment
job
freelancer
earning
churn_prediction
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
1
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Auto-converted to Parquet Duplicate
freelancer_id
string
age
int64
gender
string
country
string
years_experience
float64
num_skills
int64
profile_completeness
float64
has_portfolio
int64
has_video_profile
int64
has_certifications
int64
primary_skill
string
hourly_rate_usd
float64
total_jobs_completed
int64
job_success_rate
float64
repeat_client_rate
float64
avg_response_time_hrs
float64
total_earnings_12m_usd
int64
success_score
float64
churn_risk
int64
earnings_tier
string
FL_000000
27
Female
United Kingdom
3.3
15
51.4
1
0
1
Web Development
231.26
24
100
0.327
15.1
71,463
82.2
0
High
FL_000001
40
Male
United States
4.8
4
61.7
0
1
0
Data Science & Analytics
201.14
30
51.6
0.219
23.8
106,008
72.2
0
High
FL_000002
49
Female
Other
1.6
12
100
1
1
1
Video Editing
280
36
96
0.327
12.7
21,720
89
0
High
FL_000003
35
Female
United States
6.1
11
99.9
1
0
0
Data Science & Analytics
188.89
42
100
0.222
21.4
245,000
91.8
0
High
FL_000004
31
Male
United States
2.2
7
81.9
1
1
1
Video Editing
280
27
87.2
0.35
4.7
108,821
79.8
0
High
FL_000005
28
Female
United Kingdom
7.1
13
73.1
1
1
1
AI & Machine Learning
280
35
91.6
0.188
19.2
25,910
96.2
0
High
FL_000006
49
Male
Nigeria
1.1
15
69.6
0
1
0
Web Development
264.2
27
78
null
21.3
43,113
80.3
1
High
FL_000007
41
Male
India
0
14
80.8
1
0
0
Virtual Assistant
218.35
35
null
0.215
11.6
107,569
70.4
1
High
FL_000008
27
Female
India
3.8
7
69.9
1
1
1
Web Development
280
37
100
0.355
14.3
142,533
91
0
High
FL_000009
46
Female
Canada
2.3
7
69.8
1
0
0
Content Writing / Copywriting
189.19
24
81.3
0.403
null
66,304
75.6
0
High
FL_000010
39
Male
India
0.2
9
86.8
1
0
0
Video Editing
199.98
21
100
0.386
10.1
223,047
83.6
0
High
FL_000011
43
Male
India
2.5
5
62.8
0
1
1
Web Development
280
26
77.9
0.214
12.2
38,680
65
0
High
FL_000012
31
Female
India
0.7
7
40
0
0
0
Digital Marketing
276
29
68.4
0.359
20.1
153,976
65.2
1
High
FL_000013
31
Female
India
3.8
7
69.6
1
1
0
Web Development
280
33
76.4
0.461
24
204,758
72.4
0
High
FL_000014
44
Female
Philippines
2.2
11
100
1
1
0
Data Science & Analytics
130.84
33
81.4
0.41
15.1
32,879
80.3
0
Medium
FL_000015
41
Female
Nigeria
0.7
5
52.9
1
0
0
Content Writing / Copywriting
280
23
74.8
0.174
15.9
77,234
67.2
0
High
FL_000016
24
Male
Germany
2
11
59.2
0
0
0
AI & Machine Learning
280
35
87.1
0.279
13.3
245,000
79.3
1
High
FL_000017
28
Female
India
1
15
68.8
0
0
1
Mobile App Development
280
21
80
0.324
20.8
172,050
80.4
0
High
FL_000018
44
Male
United States
4
13
53.4
0
0
0
Mobile App Development
null
32
100
0.197
16.9
94,236
92.4
0
High
FL_000019
23
Male
United States
1.3
14
100
1
0
1
Content Writing / Copywriting
280
19
82.6
0.462
8.3
29,742
86
0
Medium
FL_000020
42
Male
India
6.6
5
80.6
0
1
1
Accounting & Finance
280
41
81.3
0.394
9.2
75,468
80.3
0
High
FL_000021
41
Male
United States
0.1
12
50.5
1
0
0
Mobile App Development
186.07
13
null
0.271
null
78,139
69.1
1
High
FL_000022
22
Male
India
2
12
77
1
1
1
Web Development
150.05
22
86
0.298
null
48,298
80.8
0
High
FL_000023
44
Female
United States
3.6
9
78.4
1
0
1
Web Development
280
37
70.8
0.285
2.9
133,253
75
0
High
FL_000024
32
Male
Pakistan
0.1
13
75.1
1
0
0
Graphic Design
280
29
79.9
0.432
15
245,000
83.9
0
High
FL_000025
50
Male
India
0.9
15
76.4
0
0
1
Graphic Design
280
23
73.7
0.352
28.9
81,803
65.5
1
High
FL_000026
26
Female
United States
1.5
8
76.9
0
1
0
Data Science & Analytics
201.87
24
94.2
0.282
10.8
139,594
78.4
0
High
FL_000027
22
Male
United Kingdom
0.1
10
84
1
0
0
Web Development
280
21
100
null
9.1
200,543
75.1
0
High
FL_000028
48
Male
India
3
11
85
1
0
0
Virtual Assistant
280
33
null
0.393
9.3
116,254
85
0
High
FL_000029
41
Male
Nigeria
3.8
11
55
1
0
1
Virtual Assistant
280
31
93
0.485
13.2
245,000
98
0
High
FL_000030
21
Female
India
1
6
80
1
0
1
Data Science & Analytics
280
25
85
null
5.5
245,000
75.7
0
High
FL_000031
32
Male
United States
3
6
81.9
1
1
0
Video Editing
280
25
86.3
0.418
16
117,122
82.2
0
High
FL_000032
46
Male
India
20
8
69.2
1
0
0
Virtual Assistant
null
58
97
0.208
11
216,075
99
0
High
FL_000033
42
Male
India
8.3
8
100
1
1
1
Digital Marketing
280
38
76.6
0.467
12.1
132,498
99
0
High
FL_000034
49
Male
Germany
0.2
5
77.7
1
0
0
Graphic Design
236.74
17
77.8
0.21
13.6
147,980
75.4
0
High
FL_000035
32
Male
Other
0.5
8
87.1
0
0
0
Content Writing / Copywriting
280
16
92.3
0.528
3.7
177,064
92.2
0
High
FL_000036
45
Male
United States
2.6
4
71.8
0
1
0
Virtual Assistant
280
27
null
0.384
10.2
81,831
92.3
0
High
FL_000037
37
Male
Ukraine
1.1
14
74.1
1
0
0
Web Development
120.77
23
89.8
0.284
26.7
69,774
90.8
0
High
FL_000038
47
Female
India
0.3
10
84.5
1
1
1
Web Development
280
24
95.8
0.196
14
125,366
80.3
0
High
FL_000039
47
Male
United States
1.1
14
56.8
1
1
0
Graphic Design
280
26
76.7
0.19
17.3
17,389
66.7
0
Medium
FL_000040
51
Male
United States
0.2
10
90.9
1
1
1
Web Development
280
33
76.1
0.254
14.3
225,199
88.9
0
High
FL_000041
30
Male
Other
2.9
4
59.3
1
1
1
Web Development
252.46
23
100
null
15.8
68,289
83.8
0
High
FL_000042
48
Male
India
2.6
6
93.1
1
1
1
Data Science & Analytics
280
23
91.4
0.368
18.1
90,753
86.7
0
High
FL_000043
48
Female
Other
0
11
74.7
0
1
1
Mobile App Development
143.84
28
99.1
0.276
15.2
42,634
69.5
0
High
FL_000044
36
Male
United Kingdom
2.5
14
100
0
0
1
Virtual Assistant
233.35
32
100
null
12.7
140,688
78.1
0
High
FL_000045
35
Male
India
2.8
12
94.7
1
0
0
AI & Machine Learning
280
28
93.8
0.397
6.9
115,197
85
0
High
FL_000046
50
Female
Germany
3.5
6
94.8
1
1
1
Digital Marketing
280
37
57.8
0.331
18.4
245,000
84.1
0
High
FL_000047
50
Male
Other
13.3
9
81.3
0
0
0
Web Development
129.72
52
99.4
0.393
14.8
62,063
99
0
High
FL_000048
35
Male
Canada
15.4
9
95.2
0
0
0
Digital Marketing
280
51
74.5
0.289
5.2
245,000
99
0
High
FL_000049
50
Male
Brazil
2.8
9
91.2
1
0
1
Video Editing
280
32
93.9
0.278
11.8
49,547
88.7
0
High
FL_000050
39
Male
India
7.1
8
48
1
0
0
Accounting & Finance
280
27
null
0.324
17.6
123,903
86.9
0
High
FL_000051
32
Male
United States
0.3
9
65.1
0
0
1
Graphic Design
null
20
79.4
0.313
19.4
43,411
72.6
1
High
FL_000052
43
Male
India
2.9
9
64.1
0
0
0
Mobile App Development
280
26
95.3
0.341
6.4
87,677
89
0
High
FL_000053
40
Male
United Kingdom
4.3
13
66.6
1
1
0
AI & Machine Learning
280
23
88.4
0.38
23.7
74,855
73.6
0
High
FL_000054
45
Female
Other
3.2
9
74.9
1
1
1
Mobile App Development
280
24
85.3
0.407
12.1
56,506
78.7
0
High
FL_000055
23
Male
Ukraine
1
11
87.3
1
0
0
AI & Machine Learning
280
22
70.4
0.182
11.6
93,370
64.2
0
High
FL_000056
25
Male
Canada
0.2
14
97.8
1
1
1
Digital Marketing
98.56
23
84.9
0.539
13.7
29,130
76
1
Medium
FL_000057
39
Male
India
1.9
9
88.7
1
0
1
Digital Marketing
86.01
31
100
0.41
11.3
22,840
90.9
0
Medium
FL_000058
27
Male
Nigeria
4
15
98.9
0
1
0
Video Editing
257.38
26
null
0.202
15.1
145,319
85.3
0
High
FL_000059
41
Male
Other
18.2
6
62.1
1
0
1
Mobile App Development
null
51
75.8
0.316
11.6
228,329
99
0
High
FL_000060
29
Female
Philippines
1
10
70.9
0
0
1
Data Science & Analytics
173.61
24
89.1
0.341
10.3
147,480
76.6
0
High
FL_000061
27
Female
United Kingdom
9.5
9
74.8
1
1
0
Graphic Design
103.74
42
84.6
0.285
17
57,896
91.1
0
High
FL_000062
38
Other
Ukraine
0.3
14
68.3
1
0
0
SEO / SEM
280
26
84.5
0.577
null
245,000
94.1
0
High
FL_000063
24
Female
Pakistan
10.2
12
61
1
0
1
Mobile App Development
280
40
null
0.272
13.7
118,972
99
0
High
FL_000064
45
Male
Other
6.8
7
85.2
1
0
0
Video Editing
280
31
89.2
0.234
11.5
174,195
92.1
0
High
FL_000065
48
Male
United Kingdom
0.1
4
67.7
1
0
0
Graphic Design
189.2
20
84.9
0.211
15.2
70,717
69.5
1
High
FL_000066
34
Male
India
1.3
9
91.9
1
1
1
Web Development
280
27
81.4
0.264
15.6
56,913
81.5
0
High
FL_000067
38
Male
United Kingdom
0.2
12
59.4
0
1
1
Content Writing / Copywriting
280
25
99.2
0.401
null
81,222
78.9
0
High
FL_000068
46
Female
India
20
11
92.8
1
0
1
Mobile App Development
null
61
72
0.316
13.6
60,412
99
0
High
FL_000069
29
Male
Pakistan
2.1
5
82.4
1
1
0
Content Writing / Copywriting
266.97
25
91.2
0.34
29.7
245,000
85.6
0
High
FL_000070
46
Female
United States
4.1
6
82.4
1
1
1
Mobile App Development
117.67
30
89.8
0.331
21
83,899
88
0
High
FL_000071
41
Male
Other
1
11
82.9
0
1
1
Data Science & Analytics
280
23
63.9
0.36
6.6
44,185
65
0
High
FL_000072
22
Female
Other
10.3
15
77.7
1
0
0
Content Writing / Copywriting
280
37
99.6
0.258
13.3
179,268
96.2
0
High
FL_000073
40
Female
United States
1.2
14
78
0
0
0
Graphic Design
280
20
90.1
null
27.2
59,505
71.4
0
High
FL_000074
48
Female
United States
1.1
12
74.7
0
0
1
Content Writing / Copywriting
163.34
34
80.2
0.37
20.6
159,254
81
0
High
FL_000075
35
Female
Philippines
1.4
11
83.8
0
0
0
Content Writing / Copywriting
280
28
86.1
0.554
17.8
240,321
85.8
0
High
FL_000076
48
Male
Brazil
2.4
13
87.8
1
1
0
Web Development
280
25
99
0.239
11.2
166,821
91.7
0
High
FL_000077
27
Female
India
0.1
4
71.8
1
0
1
Digital Marketing
280
20
91.8
0.286
16
147,405
83.6
0
High
FL_000078
32
Female
United States
3.5
6
100
1
0
0
SEO / SEM
280
33
null
0.369
25
195,307
85.7
0
High
FL_000079
49
Female
Philippines
0.1
14
73.1
0
0
1
Content Writing / Copywriting
114.69
24
89.6
0.298
15.9
245,000
85.3
1
High
FL_000080
28
Female
Ukraine
2.9
11
67.8
1
0
0
AI & Machine Learning
280
35
86.1
0.375
21.5
77,318
85.9
0
High
FL_000081
35
Female
India
2.3
4
76.6
1
0
0
AI & Machine Learning
172.96
27
82.7
0.329
15.9
117,370
68.6
0
High
FL_000082
23
Female
Brazil
1.1
15
66.7
0
1
1
Content Writing / Copywriting
280
21
86.5
0.467
5
69,858
75.1
0
High
FL_000083
34
Male
Other
1.5
10
86.5
0
0
0
Web Development
280
30
74.8
0.486
8.3
139,281
76.2
1
High
FL_000084
37
Female
United States
4.6
7
76.7
1
0
0
Video Editing
144.44
29
84.3
0.319
23.4
66,787
89
0
High
FL_000085
24
Male
Philippines
0
15
90.7
1
1
1
Web Development
156.35
28
95.3
0.183
15.1
163,167
93
0
High
FL_000086
38
Male
United States
1.4
10
78
0
1
1
Digital Marketing
238.52
38
83.8
0.275
16.7
112,908
81.9
1
High
FL_000087
28
Male
India
4.3
7
77.5
0
0
0
Video Editing
280
31
82.7
0.151
32.4
245,000
94.5
0
High
FL_000088
24
Male
United States
0.6
11
72.5
0
0
1
Content Writing / Copywriting
280
31
100
0.12
25.6
245,000
87.3
0
High
FL_000089
22
Male
United Kingdom
3.1
15
92.2
1
1
0
Digital Marketing
280
29
87.4
0.291
24.1
193,724
92.2
0
High
FL_000090
50
Male
Canada
0.7
9
75.1
1
0
0
Mobile App Development
null
28
100
0.5
9.3
245,000
84
0
High
FL_000091
26
Male
Pakistan
0.6
13
83.2
1
0
0
Graphic Design
null
28
100
0.277
2.5
245,000
91.6
0
High
FL_000092
42
Male
India
5.6
13
95.7
0
0
0
Accounting & Finance
250.4
32
84.5
0.315
null
245,000
99
0
High
FL_000093
30
Male
United States
1.2
11
77.6
1
1
0
Web Development
172.52
22
87
0.274
8.6
27,172
81.3
0
Medium
FL_000094
24
Female
Philippines
1.8
15
77.4
1
0
1
Web Development
280
25
91.8
0.298
14.6
245,000
84.7
0
High
FL_000095
42
Female
United States
5
4
75.3
1
0
1
Data Science & Analytics
280
42
93.6
0.471
9.3
245,000
96.8
0
High
FL_000096
49
Female
India
0.8
12
82
1
1
0
Digital Marketing
280
20
83.7
0.318
7.6
74,100
74.7
0
High
FL_000097
51
Other
Philippines
2.9
14
91.9
1
0
0
AI & Machine Learning
280
25
69.9
0.552
23.9
121,328
80.5
0
High
FL_000098
38
Female
Other
9.5
15
91.4
1
0
1
Content Writing / Copywriting
280
41
null
0.299
9.2
245,000
99
0
High
FL_000099
46
Male
United States
3.1
12
86.9
1
0
0
Digital Marketing
280
27
92.9
0.229
6.8
245,000
78.3
0
High
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Freelancer Gig Success & Earnings Dataset

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A synthetic yet realistic dataset designed for machine learning, analytics, and business intelligence projects focused on freelancer marketplace performance.

Overview

This dataset contains 12,000 freelancer profiles with features related to:

  • Client satisfaction
  • Repeat client behavior
  • Portfolio strength
  • Certifications
  • Earnings
  • Churn risk
  • Marketplace success metrics

Machine Learning Use Cases

  • Churn Prediction
  • Earnings Prediction
  • Success Score Regression
  • Freelancer Segmentation
  • Business Analytics
  • Feature Engineering Practice

Dataset Features

Feature Description
hourly_rate_usd Freelancer hourly pricing
job_success_rate Success percentage
repeat_client_rate Returning client percentage
portfolio_strength Portfolio quality score
certifications_count Number of certifications
total_earnings_12m_usd Earnings in past 12 months
churn_risk Risk classification
success_score Overall performance score

Recommended Tasks

  • Classification
  • Regression
  • EDA
  • Dashboard Projects
  • ML Competitions
  • Data Visualization

License

apache-2.0
Downloads last month
64
Number of rows:
12,000
Total file size:
2.94 MB