idx
int64 0
99
| Year
int64 2.02k
2.03k
| Region
stringclasses 7
values | Element
stringclasses 17
values | Industry
stringlengths 6
26
| Demand_in_Tonnes
int64 50
4k
| Geopolitical_Factor
stringlengths 17
48
| Label
stringclasses 3
values |
|---|---|---|---|---|---|---|---|
0 | 2,020 |
North America
|
Neodymium
|
Technology
| 2,500 |
Stable Relations with China
|
High Demand
|
1 | 2,021 |
North America
|
Dysprosium
|
Defense
| 1,500 |
Trade Tensions with China
|
Moderate Demand
|
2 | 2,022 |
North America
|
Europium
|
Clean Energy
| 500 |
Sanctions on Foreign Suppliers
|
Low Demand
|
3 | 2,023 |
North America
|
Lanthanum
|
Technology
| 3,000 |
Increased Domestic Production
|
High Demand
|
4 | 2,024 |
North America
|
Cerium
|
Automotive
| 2,000 |
Economic Uncertainty
|
Moderate Demand
|
5 | 2,025 |
North America
|
Samarium
|
Electronics
| 4,000 |
Peaceful International Relations
|
High Demand
|
6 | 2,020 |
South America
|
Samarium
|
Defense
| 1,200 |
Increased Defense Spending
|
Moderate Demand
|
7 | 2,025 |
North America
|
Samarium
|
Healthcare
| 100 |
Strong Relations with China
|
Low Demand
|
8 | 2,020 |
North America
|
Praseodymium
|
Technology
| 3,500 |
Investment in REE Recycling
|
High Demand
|
9 | 2,025 |
North America
|
Samarium
|
Technology
| 1,200 |
Stable Relations with China
|
Moderate Demand
|
10 | 2,025 |
North America
|
Samarium
|
Defense
| 800 |
New International Agreements
|
Low Demand
|
11 | 2,025 |
North America
|
Samarium
|
Aerospace
| 2,200 |
Strategic Alliances
|
High Demand
|
12 | 2,025 |
South America
|
Praseodymium
|
Technology
| 1,800 |
Development of Alternatives
|
Moderate Demand
|
13 | 2,025 |
North America
|
Samarium
|
Healthcare
| 50 |
Global Health Crisis
|
Low Demand
|
14 | 2,025 |
North America
|
Gadolinium
|
Healthcare
| 800 |
Discovery of New Medical Uses
|
High Demand
|
15 | 2,026 |
North America
|
Gadolinium
|
Medicine
| 3,500 |
Research Breakthroughs
|
High Demand
|
16 | 2,021 |
Europe
|
Praseodymium
|
Automotive
| 1,800 |
Improved Trade Relations with China
|
Moderate Demand
|
17 | 2,026 |
North America
|
Lutetium
|
Jewelry
| 50 |
Global Economic Recession
|
Low Demand
|
18 | 2,021 |
North America
|
Lutetium
|
Aerospace
| 1,200 |
Breakthrough in Aerospace Materials
|
High Demand
|
19 | 2,026 |
North America
|
Cerium
|
Automotive
| 2,100 |
Trade Agreements with Europe
|
Moderate Demand
|
20 | 2,026 |
North America
|
Thulium
|
Medical
| 300 |
Stable Relations with China
|
Low Demand
|
21 | 2,026 |
North America
|
Gadolinium
|
Healthcare
| 1,800 |
Biotechnology Breakthrough
|
High Demand
|
22 | 2,026 |
Europe
|
Samarium
|
Healthcare
| 1,000 |
Decrease in Medical Imaging
|
Moderate Demand
|
23 | 2,026 |
North America
|
Cerium
|
Mining
| 150 |
Efficient Mining Techniques
|
Low Demand
|
24 | 2,026 |
North America
|
Holmium
|
Defense
| 2,200 |
Increased Military Spending
|
High Demand
|
25 | 2,027 |
North America
|
Yttrium
|
Aerospace
| 3,000 |
Global Trade Agreements
|
High Demand
|
26 | 2,022 |
North America
|
Erbium
|
Electronics
| 1,600 |
Stable Domestic Supply Chain
|
Moderate Demand
|
27 | 2,027 |
North America
|
Scandium
|
Aerospace
| 200 |
Breakthrough in Alternative Materials
|
Low Demand
|
28 | 2,022 |
North America
|
Samarium
|
Defense
| 1,800 |
Military Expansion
|
High Demand
|
29 | 2,027 |
North America
|
Lanthanum
|
Clean Energy
| 1,800 |
Increased Global Competition
|
Moderate Demand
|
30 | 2,027 |
North America
|
Yttrium
|
Technology
| 1,200 |
Increased Competition
|
Low Demand
|
31 | 2,027 |
North America
|
Scandium
|
Aerospace
| 2,000 |
New Propulsion Technology
|
High Demand
|
32 | 2,027 |
Asia
|
Lanthanum
|
Clean Energy
| 2,200 |
Increased Adoption of Electric Vehicles
|
Moderate Demand
|
33 | 2,027 |
North America
|
Neodymium
|
Automotive
| 200 |
Shift to Aluminum
|
Low Demand
|
34 | 2,027 |
North America
|
Thulium
|
Electronics
| 1,800 |
Advancements in Telecommunications
|
High Demand
|
35 | 2,028 |
North America
|
Erbium
|
Communication
| 2,500 |
Innovative Technology Deployment
|
High Demand
|
36 | 2,023 |
Asia-Pacific
|
Gadolinium
|
Defense
| 2,200 |
Negotiations for New Trade Agreements
|
Moderate Demand
|
37 | 2,028 |
North America
|
Erbium
|
Telecommunications
| 300 |
Development of Fiber Optics Technology
|
Low Demand
|
38 | 2,023 |
North America
|
Cerium
|
Clean Energy
| 2,800 |
New Green Legislation
|
High Demand
|
39 | 2,028 |
North America
|
Praseodymium
|
Defense
| 1,600 |
Strategic Partnerships
|
Moderate Demand
|
40 | 2,028 |
North America
|
Praseodymium
|
Automotive
| 900 |
Breakthrough in Alternative Materials
|
Low Demand
|
41 | 2,028 |
North America
|
Yttrium
|
Electronics
| 2,400 |
Recycling Advances
|
High Demand
|
42 | 2,028 |
Africa
|
Gadolinium
|
Defense
| 1,400 |
Strengthened Alliances with Rare Earth Producers
|
Moderate Demand
|
43 | 2,028 |
North America
|
Gadolinium
|
Magnetic Materials
| 100 |
Alternative Magnets Research
|
Low Demand
|
44 | 2,028 |
North America
|
Terbium
|
Technology
| 1,900 |
Rise in Electric Vehicle Production
|
High Demand
|
45 | 2,029 |
North America
|
Holmium
|
Scientific Research
| 2,000 |
Increased Funding for R&D
|
High Demand
|
46 | 2,024 |
Europe
|
Neodymium
|
Clean Energy
| 1,900 |
Growing Clean Energy Initiatives
|
Moderate Demand
|
47 | 2,029 |
North America
|
Thulium
|
Medical
| 75 |
Shift to Renewable Energy
|
Low Demand
|
48 | 2,024 |
North America
|
Europium
|
Automotive
| 2,200 |
Shift to Electric Vehicles
|
High Demand
|
49 | 2,029 |
North America
|
Dysprosium
|
Technology
| 1,400 |
Geopolitical Stability
|
Moderate Demand
|
50 | 2,029 |
North America
|
Gadolinium
|
Clean Energy
| 400 |
Increased Local Sourcing
|
Low Demand
|
51 | 2,029 |
North America
|
Dysprosium
|
Aerospace
| 2,600 |
Space Exploration Initiatives
|
High Demand
|
52 | 2,029 |
Australia
|
Cerium
|
Automotive
| 1,600 |
Discovery of New Mines
|
Moderate Demand
|
53 | 2,029 |
North America
|
Yttrium
|
LED Technology
| 80 |
Innovation in Lighting
|
Low Demand
|
54 | 2,029 |
North America
|
Yttrium
|
Clean Energy
| 1,000 |
Government Incentives for Renewable Energy
|
High Demand
|
55 | 2,030 |
North America
|
Thulium
|
Military
| 1,800 |
Strategic Defense Initiatives
|
High Demand
|
56 | 2,025 |
South America
|
Europium
|
Automotive
| 1,400 |
Sustainable Energy Policies
|
Moderate Demand
|
57 | 2,030 |
North America
|
Holmium
|
Defense
| 120 |
Peaceful Period in Global Politics
|
Low Demand
|
58 | 2,025 |
North America
|
Neodymium
|
Technology
| 3,200 |
Innovation in Magnets
|
High Demand
|
59 | 2,030 |
North America
|
Europium
|
Clean Energy
| 1,300 |
Increased Domestic Production
|
Moderate Demand
|
60 | 2,030 |
North America
|
Holmium
|
Medical
| 600 |
Trade Agreements with Canada
|
Low Demand
|
61 | 2,030 |
North America
|
Praseodymium
|
Defense
| 3,000 |
Military Modernization
|
High Demand
|
62 | 2,030 |
North America
|
Europium
|
Technology
| 1,200 |
Innovation in Materials Science
|
Moderate Demand
|
63 | 2,030 |
North America
|
Praseodymium
|
Naval Defense
| 90 |
Shifting Defense Priorities
|
Low Demand
|
64 | 2,030 |
North America
|
Lutetium
|
Aerospace
| 600 |
New Aircraft Design
|
High Demand
|
65 | 2,031 |
North America
|
Ytterbium
|
Automotive
| 1,600 |
Vehicle Electrification Trend
|
High Demand
|
66 | 2,026 |
North America
|
Dysprosium
|
Technology
| 1,700 |
Development of Alternative Materials
|
Moderate Demand
|
67 | 2,031 |
North America
|
Ytterbium
|
Automotive
| 180 |
Rise of Electric Vehicles
|
Low Demand
|
68 | 2,026 |
North America
|
Dysprosium
|
Defense
| 1,600 |
Strengthening Alliances
|
High Demand
|
69 | 2,031 |
North America
|
Neodymium
|
Technology
| 1,700 |
Tariff Implementation
|
Moderate Demand
|
70 | 2,031 |
North America
|
Erbium
|
Technology
| 700 |
Breakthrough in Alternative Materials
|
Low Demand
|
71 | 2,031 |
North America
|
Cerium
|
Automotive
| 2,800 |
Electric Vehicle Boom
|
High Demand
|
72 | 2,031 |
Asia
|
Neodymium
|
Clean Energy
| 2,600 |
Expansion of Wind Turbines
|
Moderate Demand
|
73 | 2,031 |
North America
|
Dysprosium
|
Medical Imaging
| 110 |
Adoption of Ultrasound Technology
|
Low Demand
|
74 | 2,031 |
North America
|
Cerium
|
Automotive
| 2,400 |
Shift to Electric Vehicles
|
High Demand
|
75 | 2,032 |
North America
|
Lutetium
|
Specialty Metals
| 1,500 |
Supply Chain Optimization
|
High Demand
|
76 | 2,027 |
Asia-Pacific
|
Lanthanum
|
Electronics
| 2,100 |
Rising Consumer Electronics Demand
|
Moderate Demand
|
77 | 2,032 |
North America
|
Dysprosium
|
Renewable Energy
| 220 |
Favorable Trade Policies
|
Low Demand
|
78 | 2,027 |
North America
|
Praseodymium
|
Aerospace
| 1,400 |
Development of Lightweight Materials
|
High Demand
|
79 | 2,032 |
North America
|
Cerium
|
Automotive
| 2,200 |
Global Supply Chain Optimization
|
Moderate Demand
|
80 | 2,032 |
North America
|
Dysprosium
|
Clean Energy
| 1,000 |
Global Shortage of REEs
|
Low Demand
|
81 | 2,032 |
North America
|
Lanthanum
|
Electronics
| 3,200 |
Urbanization and IoT
|
High Demand
|
82 | 2,032 |
Europe
|
Dysprosium
|
Defense
| 1,300 |
Trade Agreements with Rare Earth Exporters
|
Moderate Demand
|
83 | 2,032 |
North America
|
Europium
|
Renewable Energy
| 120 |
Reduction in Grid Dependency
|
Low Demand
|
84 | 2,032 |
North America
|
Praseodymium
|
Technology
| 3,500 |
Expansion of Data Centers
|
High Demand
|
85 | 2,033 |
North America
|
Cerium
|
Environmental Technologies
| 1,400 |
Stricter Environmental Regulations
|
High Demand
|
86 | 2,028 |
Europe
|
Cerium
|
Automotive
| 1,500 |
Stricter Environmental Regulations
|
Moderate Demand
|
87 | 2,033 |
North America
|
Europium
|
Consumer Electronics
| 250 |
Technological Advancements
|
Low Demand
|
88 | 2,028 |
North America
|
Lanthanum
|
Clean Energy
| 2,600 |
Government Subsidies
|
High Demand
|
89 | 2,033 |
North America
|
Samarium
|
Technology
| 1,500 |
Economic Recovery
|
Moderate Demand
|
90 | 2,033 |
North America
|
Cerium
|
Automotive
| 1,100 |
Global Shortage of REEs
|
Low Demand
|
91 | 2,033 |
North America
|
Erbium
|
Communications
| 2,100 |
Fiber Optic Expansion
|
High Demand
|
92 | 2,033 |
Australia
|
Praseodymium
|
Technology
| 2,000 |
Breakthrough in Recycling Technologies
|
Moderate Demand
|
93 | 2,033 |
North America
|
Lanthanum
|
Battery Technology
| 220 |
Advancement in Lithium-ion
|
Low Demand
|
94 | 2,033 |
North America
|
Neodymium
|
Technology
| 4,000 |
Emergence of New Applications in Smartphones
|
High Demand
|
95 | 2,034 |
North America
|
Praseodymium
|
Magnetics
| 1,300 |
Expansion of Magnetic Storage
|
High Demand
|
96 | 2,029 |
North America
|
Yttrium
|
Clean Energy
| 1,300 |
Public Investment in Renewable Energy
|
Moderate Demand
|
97 | 2,034 |
North America
|
Thorium
|
Nuclear
| 90 |
Global Agreement on Nuclear Disarmament
|
Low Demand
|
98 | 2,029 |
North America
|
Cerium
|
Automotive
| 2,400 |
Advancements in Fuel Efficiency
|
High Demand
|
99 | 2,034 |
North America
|
Praseodymium
|
Defense
| 1,600 |
Geopolitical Stability
|
Moderate Demand
|
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