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LawFirmRevenueMatters

idx int64 0 99	Date stringlengths 4 10	ClientID stringclasses 16 values	ClientName stringlengths 8 21	CaseType stringlengths 3 23	CaseCount stringclasses 9 values	Revenue stringlengths 5 7	TotalInvestment stringlengths 5 15	YearMonth stringlengths 7 9
0	2012-01-01	CL001	Smith & Partners	Corporate	5	120000	250000	2012-01
1	2012-01-01	CL002	Doe Legal	Civil	3	75000	150000	2012-01
2	2012-02-01	CL003	Jones & Associates	Criminal	2	50000	100000	2012-02
3	2012-02-01	CL004	Brown & Sons	Family	1	30000	50000	2012-02
4	2012-03-01	CL001	Smith & Partners	Tax	4	80000	180000	2012-03
5	2012-03-01	CL005	Black Law Firm	Contract	6	120000	240000	2012-03
6	2012-04-01	CL006	Green & Partners	Intellectual Property	7	140000	280000	2012-04
7	2012-04-01	CL006	Adams Legal	Real Estate	3	90000	270000	2012-04
8	2012-04-01	CL006	Green & Partners	Real Estate	7	105000	210000	2012-04
9	2012-04-01	CL006	Green & Partners	Intellectual Property	7	140000	280000	2012-04
10	2012-07-01	CL006	Green & LLP	Intellectual Property	1	200000	500000	2012-07
11	2013-04-01	CL006	Green Legal	Employment	2	100000	200000	2013-04
12	2013-05-01	CL006	Green & Associates	Intellectual Property	2	150000	200000	2013-05
13	2012-04-01	CL006	Miller & Associates	Intellectual Property	2	150000	300000	2012-04
14	2012-04-01	CL006	White & Associates	Intellectual Property	2	95000	190000	2012-04
16	2012-05-01	CL001	Smith & Partners	Personal Injury	3	60000	120000	2012-05
17	2012-04-01	CL007	Garcia & Partners	Intellectual Property	1	45000	135000	2012-04
18	2012-04-01	CL007	Parker Legal	Intellectual Property	4	90000	180000	2012-04
19	2012-04-01	CL007	White Legal	Real Estate	4	60000	120000	2012-04
20	Date	ClientID	ClientName	CaseType	CaseCount	Revenue	TotalInvestment	YearMonth
21	2013-04-01	CL007	Lee & Partners	Intellectual Property	1	60000	120000	2013-04
22	2013-05-01	CL007	Taylor Legal	Employment	3	90000	120000	2013-05
23	2012-05-01	CL007	Taylor Legal	Real Estate	1	200000	400000	2012-05
24	2012-05-01	CL007	Green Legal Group	Employment	4	110000	220000	2012-05
26	2012-06-01	CL007	Lee & Johnson	Environmental	1	20000	40000	2012-06
27	2012-05-01	CL001	Smith & Partners	Employment	6	180000	360000	2012-05
28	2012-05-01	CL008	Garcia & Associates	Personal Injury	3	60000	120000	2012-05
29	2012-05-01	CL008	Taylor & Firm	Environmental	3	90000	180000	2012-05
30	2012-08-01	CL007	Taylor & Co.	Employment	2	60000	100000	2012-08
31	Date	ClientID	ClientName	CaseType	CaseCount	Revenue	TotalInvestment	YearMonth
32	2013-06-01	CL008	Golden Law Firm	Real Estate	1	40000	60000	2013-06
33	2012-06-01	CL008	Wilson & Partners	Securities	1	90000	180000	2012-06
34	2012-06-01	CL008	Red Corp	Real Estate	1	40000	60000	2012-06
36	2012-07-01	CL008	Harper & Locke	Real Estate	4	100000	200000	2012-07
37	2012-05-01	CL008	Franklin & Sons	Environmental	2	50000	100000	2012-05
38	2012-05-01	CL009	Wilson & Partners	Environmental	1	20000	40000	2012-05
39	2012-05-01	CL009	Public & Partners	Insurance	5	100000	200000	2012-05
40	Date	ClientID	ClientName	CaseType	CaseCount	Revenue	TotalInvestment	YearMonth
41	2013-05-01	CL008	Hartfield & Co	Real Estate	3	150000	225000	2013-05
42	2013-06-01	CL009	White & Stone	Bankruptcy	1	100000	50000	2013-06
43	2012-07-01	CL009	Davis & Sons	Environmental	3	135000	270000	2012-07
44	2012-07-01	CL009	Gold & Partners	Environmental	3	130000	260000	2012-07
46	2012-08-01	CL002	Doe Legal	Tax	2	40000	80000	2012-08
47	2012-06-01	CL009	Chang Law Group	Commercial	4	120000	240000	2012-06
48	2012-06-01	CL010	Harper & Sons	Employment	6	120000	240000	2012-06
49	2012-06-01	CL010	Harper & Associates	Personal Injury	6	120000	240000	2012-06
50	2012-09-01	CL008	Harper Legal	Real Estate	3	90000	120000	2012-09
51	2013-05-01	CL009	Taylor & Associates	Personal Injury	1	80000	160000	2013-05
52	2013-07-01	CL010	Rivera Legal	Immigration	4	180000	360000	2013-07
53	2012-08-01	CL010	Greenfield Law	International	2	110000	220000	2012-08
54	2012-08-01	CL010	Blue Law Firm	Immigration	5	150000	300000	2012-08
56	2012-09-01	CL009	Turner Legal	Corporate	5	150000	300000	2012-09
57	2012-06-01	CL010	O'Malley Legal	Antitrust	3	75000	225000	2012-06
58	2012-06-01	CL011	Adams Legal	Estate Planning	5	75000	150000	2012-06
59	2012-06-01	CL011	Lee & Partners	Employment Law	2	40000	80000	2012-06
60	Date	ClientID	ClientName	CaseType	CaseCount	Revenue	TotalInvestment	YearMonth
61	Date	ClientID	ClientName	CaseType	CaseCount	Revenue	TotalInvestment	YearMonth
62	2013-07-01	CL011	Franklin & Pierce	Environmental	3	120000	180000	2013-07
63	2012-09-01	CL011	Chen & Partners	Arbitration	1	75000	150000	2012-09
64	2012-09-01	CL011	Purple Solicitors	Trademark	2	60000	120000	2012-09
66	2012-10-01	CL010	Rivera & Associates	Civil	4	80000	160000	2012-10
67	2012-07-01	CL002	Doe Legal	Corporate	5	150000	375000	2012-07
68	2012-07-01	CL012	Evans & Associates	Real Estate	8	120000	240000	2012-07
69	2012-07-01	CL012	Peterson & Co.	Maritime	3	75000	150000	2012-07
70	2012-10-01	CL009	Watson Partners	Commercial Litigation	4	150000	200000	2012-10
71	2013-06-01	CL010	Miller Legal	Commercial	4	200000	400000	2013-06
72	2013-08-01	CL012	Harris & Firm	Antitrust	2	200000	250000	2013-08
73	2012-10-01	CL012	Franklin Legal	Insurance	2	160000	320000	2012-10
74	2012-10-01	CL012	Violet Legal Aid	Personal Injury	4	140000	280000	2012-10
76	2012-11-01	CL011	Wang & Partners	Family	3	90000	180000	2012-11
77	2012-07-01	CL011	Diaz & Associates	Civil Rights	2	60000	180000	2012-07
78	2012-07-01	CL013	Miller & Partners	Contract	2	60000	120000	2012-07
79	2012-07-01	CL013	Johnson Legal	Immigration	4	80000	160000	2012-07
80	Date	ClientID	ClientName	CaseType	CaseCount	Revenue	TotalInvestment	YearMonth
81	2013-06-01	CL011	Clarkson & Partners	Criminal	2	120000	240000	2013-06
82	2013-08-01	CL013	Van der Berg Legal	Cybersecurity	5	250000	375000	2013-08
83	2012-11-01	CL013	Garcia & Associates	Mergers & Acquisitions	3	225000	450000	2012-11
84	2012-11-01	CL013	Yellow Legal Services	Insurance	3	100000	200000	2012-11
86	2012-12-01	CL004	Brown & Sons	Contract	2	50000	100000	2012-12
87	2012-08-01	CL003	Jones & Associates	Criminal	3	75000	225000	2012-08
88	2012-08-01	CL014	White & Sons	Criminal	4	80000	160000	2012-08
89	2012-08-01	CL014	Farmer & Sons	Corporate	6	120000	240000	2012-08
90	2012-11-01	CL010	Vargas & Associates	Civil Litigation	2	80000	160000	2012-11
91	Date	ClientID	ClientName	CaseType	CaseCount	Revenue	TotalInvestment	YearMonth
92	2013-09-01	CL014	Miller & Sons	Maritime	1	110000	150000	2013-09
93	2012-12-01	CL014	Hamilton & Partners	Bankruptcy	2	100000	200000	2012-12
94	2012-12-01	CL014	Silver Counsel	Corporate Restructuring	1	200000	400000	2012-12
96	2013-01-01	CL005	Black Law Firm	Tax	4	120000	240000	2013-01
97	2012-08-01	CL012	Wilson Legal	Contract	5	125000	250000	2012-08
98	2012-08-01	CL015	Fisher Legal	Intellectual Property	5	75000	150000	2012-08
99	2012-08-01	CL015	Thompson & Associates	Family	2	60000	120000	2012-08

LawFirmRevenueMatters

tags: financial analysis, legal metrics, machine learning

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description: The dataset titled 'LawFirmRevenueMatters' is a curated collection of financial and legal data points from a law firm over the last decade. It has been structured to assist machine learning models in performing predictive analysis on the firm's performance by evaluating monthly revenue and case matters handled by each client. This dataset includes categorization of revenue streams, types of legal matters, client details, and temporal patterns. The primary goal is to facilitate machine learning applications that can discern trends, predict future revenue, and offer strategic insights for business growth and efficiency.

CSV Content Preview:

Date,ClientID,ClientName,CaseType,CaseCount,Revenue,TotalInvestment,YearMonth
2012-01-01,CL001,Smith & Partners,Corporate,5,120000,250000,2012-01
2012-01-01,CL002,Doe Legal,Civil,3,75000,150000,2012-01
2012-02-01,CL003,Jones & Associates,Criminal,2,50000,100000,2012-02
2012-02-01,CL004,Brown & Sons,Family,1,30000,50000,2012-02
2012-03-01,CL001,Smith & Partners,Tax,4,80000,180000,2012-03
2012-03-01,CL005,Black Law Firm,Contract,6,120000,240000,2012-03

The CSV header includes columns for the date of each record, a unique identifier for each client, the name of the client, the type of legal matter, the count of cases handled in that month, the revenue generated from those cases, the total investment in each matter, and a combined YearMonth column for temporal analysis. The 'labels' column has been omitted as each entry is specific to a particular month, which is assumed to be the label for the data point.

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'machine learning to analyse one law firm's performance based on revenue and matters by clients for each month over the past 10 years':

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6.69 kB

Size of the auto-converted Parquet files:

7.24 kB

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