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startups-datasets

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id
int64
1
25k
theme_id
int64
1
9
category_id
int64
1
10
start_m
int64
500
100k
investments_m
int64
1k
200k
crowdfunding_m
int64
1k
50k
team_idx
float64
1
10
tech_idx
float64
1
10
comp_idx
float64
1
10
social_idx
float64
1
10
demand_idx
float64
1
10
1
3
4
19,250
3,000
31,653
7.5
5
6.5
5.2
7.2
2
6
3
16,500
60,000
14,368
9.5
7.3
6.4
4.9
3
3
7
10
46,000
59,000
8,015
5.2
5.9
7.9
2.7
5.2
4
4
3
49,000
153,500
42,311
7.8
5.4
5.8
3.9
8.3
5
7
5
15,000
133,500
20,118
8.4
1.7
4.3
9.2
4.2
6
6
10
50,000
98,000
49,956
9.4
4.8
4.9
1.1
8.1
7
7
3
5,500
137,500
2,750
5.2
6.6
1.1
2.2
5.6
8
5
5
3,250
148,500
45,373
2.8
4
5.1
1.1
1.6
9
6
10
51,000
187,500
19,848
5
2.1
7.3
7.8
8.5
10
3
9
72,500
122,500
4,489
2.7
9
2
5.6
1.1
11
5
7
17,500
60,000
32,937
8.7
2.3
1.2
7.3
7.8
12
5
4
33,750
147,000
20,438
1.5
3.1
4.7
5
9.9
13
7
2
26,000
164,000
32,230
5.5
3
3.9
2.1
6.5
14
8
3
74,500
168,000
34,361
2.9
9.6
2.9
3.1
8.1
15
4
9
67,000
120,000
8,904
3.3
5.5
9.9
6.8
2.4
16
6
10
49,250
175,000
22,923
7.5
6.1
2.6
4.6
10
17
9
6
99,250
191,000
20,428
4
5.1
8
3.8
4.2
18
8
6
34,750
156,500
48,243
9.7
1
9.2
1
8.4
19
4
6
45,000
145,500
34,258
5.6
1.3
7.4
1.1
5
20
7
1
61,750
168,500
11,880
9.8
5.2
7.7
4.5
6.1
21
3
10
23,250
20,500
38,240
3.6
5.4
9.5
2.6
4.9
22
7
1
28,000
91,000
45,133
3.9
10
3.8
9.3
8.3
23
8
3
70,250
172,500
38,782
1.3
9
8.2
9.9
8.6
24
2
9
91,500
71,000
33,900
9.6
6
7
4.2
3.9
25
4
5
72,750
160,000
11,500
7.2
2
9.9
7.5
6.5
26
5
5
58,750
61,500
37,039
6.5
3.3
3.7
3.2
4.8
27
6
10
78,250
28,500
7,309
5.6
1.3
4.2
2.2
5.1
28
2
3
3,500
146,500
34,468
9
5.9
7.7
8.3
3.1
29
8
2
11,750
77,000
8,276
3.2
2.5
7.5
5.2
6.7
30
6
10
14,000
94,500
32,736
7.8
7.9
2.8
4.4
7.2
31
8
2
14,000
195,000
13,060
9.8
6.5
7.3
7
1.5
32
6
3
22,750
114,500
6,730
1
6.2
3
9.9
9.1
33
2
9
95,750
60,000
32,669
7.4
1.2
7.2
4.2
6.2
34
5
3
44,750
18,500
7,845
7.3
3
3
7.7
8.4
35
4
7
3,000
74,000
43,402
3.4
6.1
1.9
8.4
2
36
7
2
96,750
83,000
18,807
2.9
1.1
2.1
5
3.2
37
1
8
49,500
19,000
40,063
2.7
6
5.3
2.3
8.5
38
7
8
94,000
43,500
14,776
2.2
7.2
5.2
3.6
8.1
39
3
4
62,250
163,000
9,776
5.9
2.9
8
7.3
3.8
40
8
5
5,250
176,500
32,151
4.9
3.3
5.9
5
2.6
41
3
5
59,750
125,500
7,741
7.5
2.9
5.3
2.1
2.2
42
5
6
30,750
180,000
3,288
9.9
2.3
5.7
7
5.5
43
2
4
95,250
166,500
8,641
5.7
1.3
6.4
1.6
8.1
44
9
4
63,250
59,000
6,729
5.2
4.8
8.3
8.5
6.7
45
8
1
4,750
16,500
20,114
8.3
10
3.5
6.6
2.8
46
8
6
9,000
145,500
48,512
3.4
7.6
6
6.6
4.3
47
5
8
97,250
23,000
38,304
2.4
4.3
9.5
4.8
8.9
48
4
9
48,750
148,500
18,020
9.7
2.5
5.9
8.4
3.5
49
7
9
68,000
80,000
15,612
1.8
8.1
3.8
3.5
3.1
50
2
1
26,750
141,000
25,769
5.4
7
7.5
5.8
9.1
51
5
1
58,000
128,500
33,991
3.1
5.5
2
3.6
1.3
52
7
5
91,500
7,000
39,594
9.5
6.2
5.7
5.7
4.1
53
7
10
84,000
28,000
38,071
8.6
2.8
5.4
4.1
5.4
54
1
7
58,000
73,000
11,760
9.6
5.3
4.2
6.5
8.1
55
6
8
90,500
10,000
10,178
5.2
9.2
8
9.8
7.8
56
4
8
8,250
70,500
3,159
7.5
7
8.4
2.2
7
57
1
8
62,250
42,500
15,352
3.2
4.5
5.1
6.7
2.5
58
5
8
11,000
22,000
47,541
6.1
2.1
3.4
2.1
8.5
59
6
9
10,750
14,000
11,045
6.5
4.2
6.3
4.2
6.1
60
9
9
75,500
2,000
48,525
1.4
3.4
8.4
5.9
4
61
5
2
38,250
69,000
34,053
2.9
4.2
8.3
9.4
8.2
62
4
8
20,500
74,500
46,129
9.4
4.8
5
3.6
1
63
5
6
83,500
47,500
23,326
8.1
5
3.1
7.9
1.3
64
4
5
1,000
32,500
8,188
9.1
3.5
6.5
4.5
7.8
65
8
8
22,000
2,500
37,926
8
4.6
8.4
6.6
5.5
66
2
4
68,750
27,000
6,326
4.1
3.4
9.5
1.8
6.3
67
1
7
74,750
135,000
39,806
1.7
3
6.9
6.1
3.1
68
5
2
98,000
60,000
14,172
6.1
4.7
6.9
5.6
8.2
69
2
2
6,750
17,000
11,327
4
3.3
6.8
6.9
4.2
70
2
1
91,250
88,500
17,184
3.8
4.7
6.9
7.3
3.1
71
5
7
61,500
119,000
43,421
2.6
2
5
8.6
2.4
72
5
10
16,750
93,500
9,387
8.9
3.6
3.5
4.3
2.5
73
7
4
33,750
148,500
6,513
7.7
7.8
6
9.5
9.5
74
2
6
39,250
194,000
32,514
5.7
7.9
6.2
1.7
7.4
75
3
4
99,250
77,000
26,065
4.4
9
7.7
1.8
9.5
76
9
2
94,750
65,000
24,074
5.5
4.8
5.2
8.4
3.8
77
8
7
92,750
38,500
34,318
7.9
5.1
5.2
4.5
7.6
78
1
6
90,000
115,500
43,166
4.7
9.8
6.7
1.1
8.3
79
6
4
52,250
45,500
2,012
8.4
5
3.6
5.7
2.5
80
4
6
6,750
126,000
28,019
1.6
8.1
3.1
2.5
3.9
81
9
1
60,500
77,000
12,739
4.2
3.1
6.5
2.5
3.8
82
3
6
5,500
69,500
48,551
5.1
5
6.6
1.1
3.7
83
3
7
15,250
52,500
25,053
6.8
9.6
6
8.7
6.4
84
3
2
99,500
105,000
24,174
4.6
5.2
3.4
2
6.5
85
9
9
31,750
96,000
29,662
6.4
3.6
1
9
1.4
86
9
9
58,500
123,000
43,793
2.9
3.8
8.4
4.4
9.5
87
6
9
66,000
55,500
29,340
1.8
5.2
7
3.1
7.7
88
4
6
74,750
180,000
18,820
2.5
3.8
2.5
1.8
5
89
5
7
9,750
89,000
37,993
6.9
7.1
6.5
7.9
1.6
90
5
9
95,500
55,000
8,043
7.9
9.2
3.2
6.4
2.9
91
4
10
7,000
67,000
13,927
2.5
1.3
2.3
6.8
9.9
92
8
2
50,250
13,500
32,195
6.8
7.9
5.1
9.6
3.8
93
5
10
62,000
50,500
32,725
8.1
4.3
4.7
3.2
2.7
94
3
10
25,250
13,000
46,978
6
4.3
4
2.8
3.3
95
2
8
44,000
76,500
6,961
8.8
2.6
5.4
6
1.9
96
6
9
97,000
171,500
31,456
8.7
1.9
7.3
3.4
4.6
97
2
8
21,250
184,500
3,163
6.8
6.7
2.5
2.6
7.1
98
2
8
53,000
190,000
47,721
9.6
2.5
8.1
3.7
5.9
99
7
4
48,250
99,000
10,867
5.4
6.7
4.6
4.6
4.2
100
4
3
11,000
92,000
8,812
8.9
4.6
9.1
3.8
4.7
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startups-datasets-readme

Index designations for startup topics:

  • Theme: Healthcare, ID: 1
  • Theme: Education, ID: 2
  • Theme: Technology, ID: 3
  • Theme: Environment, ID: 4
  • Theme: Finance, ID: 5
  • Theme: Entertainment, ID: 6
  • Theme: Retail, ID: 7
  • Theme: Transportation, ID: 8
  • Theme: Travel, ID: 9

Index designations for the startup category:

  • Category: Medical, ID: 1
  • Category: EdTech, ID: 2
  • Category: AI, ID: 3
  • Category: GreenTech, ID: 4
  • Category: Property, ID: 5
  • Category: FoodTech, ID: 6
  • Category: TravelTech, ID: 7
  • Category: SpaceTech, ID: 8
  • Category: Biotech, ID: 9
  • Category: EnergyTech, ID: 10

columns

  • start_m -> the amount of money at the start of the project
  • investments_m -> investments collected at the time of data collection
  • crowdfunding_m -> crowdfunding fees collected at the time of data collection
  • team_idx -> an index used to evaluate the effectiveness of a team
  • tech_idx -> an index evaluating technological investments
  • comp_idx -> an index evaluating competitiveness
  • social_idx -> an index that evaluates the approximate interest among people
  • demand_idx -> an index estimating the approximate possible demand among the target audience
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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
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Number of rows:
29,000