Split (1)

train · 12k rows

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_000200	40	Female	India	0	7	90.7	1	1	1	Content Writing / Copywriting	103.99	26	79.5	0.427	3	58,569	65.5	1	High
FL_000201	49	Male	Ukraine	2.1	15	66.3	1	0	1	Virtual Assistant	280	28	83.3	0.362	14.6	49,744	68.4	1	High
FL_000202	24	Female	Pakistan	3.8	5	78.1	1	1	1	Mobile App Development	235.43	28	88.7	0.212	7.3	98,871	86.8	0	High
FL_000203	50	Male	India	3	15	79.8	1	1	1	Video Editing	280	28	90	0.429	7	64,562	99	0	High
FL_000204	25	Male	Nigeria	6.5	6	84.4	0	0	1	Virtual Assistant	142.78	29	69.4	0.34	6	56,618	77.8	0	High
FL_000205	43	Female	United States	6.5	14	61.6	1	0	0	Web Development	236.04	30	89.1	0.369	19.7	54,669	82.8	0	High
FL_000206	27	Female	United States	3.5	15	71.2	1	1	1	Accounting & Finance	280	26	69.8	0.228	9.6	224,843	75.1	0	High
FL_000207	33	Female	Other	0.1	5	86.9	1	0	1	Digital Marketing	280	20	100	0.26	13.7	82,046	85.9	0	High
FL_000208	35	Female	Pakistan	1.8	14	90.9	1	0	0	Data Science & Analytics	null	25	58.7	0.289	null	80,138	65.5	0	High
FL_000209	31	Male	Nigeria	1	9	81.8	1	0	1	Graphic Design	182.4	17	85.3	0.252	17.5	99,606	78.7	0	High
FL_000210	49	Male	India	1.6	6	73.5	1	0	0	Mobile App Development	280	19	72.6	0.422	21.9	39,485	68.1	1	High
FL_000211	24	Male	India	3.6	5	80.5	0	1	1	Graphic Design	280	32	84.4	0.433	9.1	141,120	86.1	0	High
FL_000212	33	Male	United States	0.3	12	92.5	1	0	0	Video Editing	275.81	30	74.2	0.331	9.2	171,929	73.3	0	High
FL_000213	27	Female	Other	0.1	11	82.2	1	0	0	AI & Machine Learning	280	25	95.6	0.189	13.5	245,000	83.5	0	High
FL_000214	47	Male	Pakistan	2.2	8	60.1	1	0	0	Mobile App Development	280	30	85.3	0.337	5.9	245,000	78.3	0	High
FL_000215	39	Male	United States	6	12	61	1	1	0	Virtual Assistant	193.87	36	65.2	0.121	15.2	245,000	88.9	0	High
FL_000216	42	Male	Germany	0.1	8	79.6	0	1	1	Data Science & Analytics	177.92	17	86.2	0.305	25.9	44,697	63.5	0	High
FL_000217	48	Male	United Kingdom	7.2	8	52.5	1	0	0	Graphic Design	280	31	89.7	0.477	15.6	88,719	96.4	0	High
FL_000218	22	Male	Brazil	1.8	14	91.7	0	0	1	Video Editing	280	20	91.6	0.236	14.9	26,867	79.8	0	Medium
FL_000219	30	Female	United States	0.5	14	64.2	1	0	0	Content Writing / Copywriting	120.42	21	76	0.204	10.6	34,348	62.1	1	Medium
FL_000220	33	Female	United States	3.2	7	60.5	1	0	1	AI & Machine Learning	280	30	89.4	0.35	13.1	64,546	65.3	0	High
FL_000221	50	Female	United States	11.6	15	100	1	1	1	Web Development	280	44	84.3	0.504	21.5	167,987	99	0	High
FL_000222	45	Female	India	3	6	70.8	0	1	0	Data Science & Analytics	129.19	29	84.3	0.351	8.3	245,000	80.7	0	High
FL_000223	41	Male	Brazil	4.4	13	83.5	1	0	0	Mobile App Development	280	28	87.7	0.452	20.5	245,000	93.3	0	High
FL_000224	26	Female	Ukraine	6.4	12	88.6	1	0	0	Data Science & Analytics	280	37	76.5	0.358	17.3	105,568	88.2	0	High
FL_000225	48	Male	Pakistan	6.1	7	100	1	0	1	Data Science & Analytics	198.24	40	75.3	0.376	19.1	113,180	99	0	High
FL_000226	48	Male	Other	0.3	10	69.5	1	1	1	Video Editing	280	26	88.5	0.275	14.7	245,000	84.5	0	High
FL_000227	32	Female	India	5.1	8	81.8	1	0	0	Content Writing / Copywriting	280	29	null	0.416	20.9	63,991	85.9	0	High
FL_000228	32	Male	Other	11.3	10	77.1	1	0	1	Mobile App Development	280	41	79.1	0.407	15.7	141,771	99	0	High
FL_000229	40	Female	Other	4.6	15	100	1	0	0	AI & Machine Learning	280	34	87.6	0.194	21	245,000	94.7	0	High
FL_000230	50	Male	United Kingdom	6.9	11	46.6	1	1	0	Digital Marketing	258.45	36	100	0.371	9.5	190,180	99	1	High
FL_000231	50	Female	United States	2.5	11	76.4	1	1	0	Digital Marketing	194.08	36	100	0.399	17.7	245,000	97.9	0	High
FL_000232	31	Male	Ukraine	1.5	13	78.7	1	0	0	Digital Marketing	184.15	19	83.5	0.348	24.5	21,930	82.5	0	Medium
FL_000233	46	Male	India	4.3	9	77.2	1	0	1	Accounting & Finance	68.71	29	null	0.286	30.6	13,133	61.4	0	Medium
FL_000234	43	Female	Germany	2.6	8	55.9	1	0	1	Graphic Design	280	32	82.9	0.523	11.8	245,000	81	0	High
FL_000235	48	Male	United States	8.6	14	49.3	0	1	0	Web Development	280	37	82.2	0.283	10.2	175,443	82.9	0	High
FL_000236	45	Male	Philippines	13.9	5	54.3	1	0	1	Accounting & Finance	114.43	54	100	0.367	29.4	237,817	99	0	High
FL_000237	27	Male	Philippines	6.5	15	92.8	0	1	0	Data Science & Analytics	280	28	73	0.153	20.4	42,114	70	0	High
FL_000238	50	Female	United States	18.7	11	78.7	0	1	0	Digital Marketing	153.16	58	77.9	0.248	24.9	182,195	99	0	High
FL_000239	21	Female	India	1.6	8	50.9	0	1	1	Video Editing	93.57	26	76.6	0.35	9	24,779	64.3	1	Medium
FL_000240	21	Male	United States	8.6	11	100	1	0	1	Mobile App Development	184.83	43	94.9	0.441	15.6	90,596	99	0	High
FL_000241	45	Female	United Kingdom	1.5	9	100	0	1	1	Digital Marketing	280	21	93	0.313	null	141,680	88.1	0	High
FL_000242	47	Female	Canada	0.5	11	83.8	1	0	0	Video Editing	196.37	20	88.1	0.211	16.7	32,587	75.8	0	Medium
FL_000243	50	Female	India	3.7	4	85.8	1	0	1	Content Writing / Copywriting	174.49	25	87.2	0.38	12.4	146,371	80.4	0	High
FL_000244	45	Female	Brazil	2.3	12	80.4	1	1	1	AI & Machine Learning	280	25	85.5	0.477	16.1	176,091	99	0	High
FL_000245	40	Male	India	9.7	12	69	1	1	1	Digital Marketing	280	48	84.6	0.337	12	245,000	91.2	0	High
FL_000246	33	Female	Nigeria	2.6	6	49.7	0	0	1	Web Development	280	30	63.8	0.264	11.6	43,597	57.5	0	High
FL_000247	29	Male	Other	10	8	61.7	1	0	0	Web Development	280	40	88.6	0.265	2.1	130,760	91.5	0	High
FL_000248	23	Male	India	0.3	15	78.1	0	1	0	Web Development	192.65	29	null	0.223	11.6	126,480	81	0	High
FL_000249	27	Other	Other	6.7	10	88.2	0	0	0	Graphic Design	280	35	81.5	0.229	18	176,130	93.9	0	High
FL_000250	26	Female	Philippines	5.4	11	75.3	1	0	1	Graphic Design	187.62	29	94.6	0.385	null	237,208	95.3	0	High
FL_000251	28	Male	India	4.8	10	77.5	1	0	0	Virtual Assistant	280	37	72.4	0.374	18.7	245,000	84.3	0	High
FL_000252	47	Male	Other	1.7	6	79.7	1	1	0	Content Writing / Copywriting	240.71	19	79	0.213	9.7	94,264	72.3	0	High
FL_000253	29	Female	United States	5.8	10	80.7	1	0	0	Data Science & Analytics	280	31	90.6	0.468	18	245,000	99	0	High
FL_000254	50	Male	United States	2.5	4	69.6	1	0	1	Video Editing	280	20	80.9	0.39	20.8	245,000	88.9	0	High
FL_000255	25	Male	Pakistan	4.8	8	85.6	1	0	0	Web Development	280	36	99.9	0.23	24.9	83,387	87.9	0	High
FL_000256	21	Male	Germany	3.1	12	61.2	1	1	1	Web Development	280	28	96.4	0.197	8.5	142,769	90.6	0	High
FL_000257	39	Male	Brazil	0.7	5	83.9	1	0	1	Mobile App Development	218.16	30	95.6	0.403	null	125,494	77.5	0	High
FL_000258	30	Female	United States	0.3	6	54.7	1	1	1	Web Development	280	23	92.9	0.399	4.1	175,771	81.4	0	High
FL_000259	32	Male	Other	1.7	12	59.9	1	0	0	AI & Machine Learning	276.59	25	92.3	0.169	8	96,599	74.4	0	High
FL_000260	44	Female	Ukraine	10.3	6	67.5	0	1	0	AI & Machine Learning	280	40	64.4	0.46	5.9	133,230	94.7	0	High
FL_000261	35	Male	Other	2.9	11	82.1	1	0	0	Data Science & Analytics	179.55	17	81.4	0.37	11.5	36,125	88.8	0	Medium
FL_000262	47	Female	India	6.2	9	82.8	1	0	0	Graphic Design	280	44	78.6	0.365	23.3	245,000	99	0	High
FL_000263	42	Other	Ukraine	3.3	10	65.4	1	0	1	AI & Machine Learning	280	28	63.3	0.304	null	80,511	58.7	1	High
FL_000264	44	Female	Other	12	8	56.3	1	0	1	Accounting & Finance	275	43	76.2	0.487	16.6	245,000	99	0	High
FL_000265	29	Female	India	1.8	13	98.3	0	0	0	Digital Marketing	280	29	80.1	0.344	10.8	13,713	60	1	Medium
FL_000266	40	Female	Other	0.2	15	80.1	1	0	0	Video Editing	280	15	91.5	0.185	11.8	41,443	76.8	1	High
FL_000267	37	Male	India	5.8	10	76.8	1	0	0	Content Writing / Copywriting	219.44	35	89.9	0.358	null	245,000	97.1	0	High
FL_000268	50	Female	India	4.6	13	84.8	1	0	1	Web Development	280	42	82.5	0.613	7.2	180,363	95.5	0	High
FL_000269	37	Female	Other	2.8	14	63.7	0	0	1	Digital Marketing	280	30	93.9	0.479	7.6	156,041	90.9	0	High
FL_000270	46	Male	Other	1.5	13	96.1	1	1	1	Video Editing	null	25	85.4	0.213	11.1	75,688	83.3	0	High
FL_000271	40	Male	India	0.8	6	88.2	0	0	0	Virtual Assistant	192.61	29	75.2	0.44	6.5	182,116	70.9	0	High
FL_000272	32	Female	United States	2.5	14	74.5	1	1	0	Graphic Design	229.79	27	84.2	0.312	9.6	39,885	81.3	1	High
FL_000273	50	Female	Brazil	4.2	8	78	1	0	0	Virtual Assistant	280	19	70.8	0.23	13.3	73,772	78.4	0	High
FL_000274	27	Male	Other	3.3	9	75.2	0	0	1	Graphic Design	228.33	34	99.5	null	14.5	161,890	79.6	0	High
FL_000275	22	Male	Pakistan	2.2	12	100	1	0	0	Mobile App Development	280	31	89.7	null	null	169,292	94.3	0	High
FL_000276	23	Female	Nigeria	2.9	7	85.9	1	0	0	Digital Marketing	280	30	94.2	0.45	6.6	143,372	85.9	0	High
FL_000277	37	Male	Brazil	0.4	11	87.7	1	1	1	Content Writing / Copywriting	75.89	23	82.7	0.31	8.2	10,593	64.9	1	Low
FL_000278	25	Female	United States	4.5	11	80.1	1	0	0	Graphic Design	280	29	91	0.303	18.2	209,068	85.8	0	High
FL_000279	37	Female	Other	5	13	79	1	0	1	Web Development	151.74	30	82.7	0.631	22.3	97,498	96.5	0	High
FL_000280	44	Female	India	0	9	100	1	0	1	Mobile App Development	280	31	88.9	0.227	6.2	66,638	81.9	0	High
FL_000281	37	Male	Nigeria	1.2	15	73.2	1	1	0	Graphic Design	224.47	30	88.5	0.48	21.6	172,864	80	0	High
FL_000282	47	Female	United Kingdom	0.4	11	82.5	1	1	0	Digital Marketing	null	27	71.8	0.217	38.2	245,000	65.7	0	High
FL_000283	37	Female	United Kingdom	20	15	100	0	0	0	Web Development	null	61	86.4	0.424	7.3	245,000	99	0	High
FL_000284	22	Female	Ukraine	3.4	8	100	1	0	0	Content Writing / Copywriting	201.41	31	80	0.301	10.7	72,715	83.5	0	High
FL_000285	22	Male	Other	2.4	4	85.1	0	0	0	Web Development	280	18	90.2	0.35	15.5	245,000	85.2	0	High
FL_000286	48	Male	Nigeria	2.4	7	54.8	1	0	1	Mobile App Development	152.77	23	98.5	0.189	19.9	44,902	65.3	0	High
FL_000287	42	Female	Germany	12.7	14	100	1	0	0	Virtual Assistant	98.43	39	null	0.464	23.1	245,000	99	0	High
FL_000288	43	Male	United States	4.1	9	75.2	1	0	1	AI & Machine Learning	null	41	100	0.249	6.8	130,570	84.9	0	High
FL_000289	25	Male	Germany	0.7	12	80.3	1	0	1	Web Development	74.78	27	80.5	0.456	18.4	114,829	77.6	0	High
FL_000290	21	Male	India	2.3	7	95.5	0	0	0	Web Development	80.76	22	94.4	0.366	3.5	15,830	92.9	0	Medium
FL_000291	21	Female	United States	5.7	9	75.7	1	0	0	Virtual Assistant	159.65	34	100	0.476	11.4	46,387	89.3	0	High
FL_000292	39	Male	United States	2.1	13	82.4	1	0	1	AI & Machine Learning	280	32	100	0.409	18.9	137,598	98.5	0	High
FL_000293	50	Male	Nigeria	1.4	14	80	1	0	1	Graphic Design	178.53	25	80.1	0.349	20.3	123,730	87.1	1	High
FL_000294	22	Male	Other	18	8	73.2	1	1	1	Data Science & Analytics	206.84	65	86.5	0.264	22.2	245,000	99	0	High
FL_000295	41	Female	Nigeria	10.4	12	84.6	1	0	0	Mobile App Development	280	39	86.4	null	null	54,791	99	0	High
FL_000296	32	Male	India	10.8	13	68.9	0	0	0	Video Editing	280	38	89.5	0.389	15.8	245,000	99	0	High
FL_000297	46	Male	India	0.5	9	60.8	0	0	1	Accounting & Finance	269.5	24	100	0.426	31.4	245,000	88.4	0	High
FL_000298	26	Male	Philippines	1	6	87.7	1	0	0	SEO / SEM	280	24	97.5	0.289	15.4	151,419	81.9	0	High
FL_000299	43	Female	United States	2.2	5	99	1	0	1	Web Development	280	30	79.2	0.276	8.6	245,000	94.6	0	High

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