Iron Ore rose to 101.81 USD/T on August 29, 2025, up 0.10% from the previous day. Over the past month, Iron Ore's price has risen 2.77%, and is up 3.15% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Iron Ore - values, historical data, forecasts and news - updated on September of 2025.

Iron Ore CNY fell to 770 CNY/T on August 22, 2025, down 0.39% from the previous day. Over the past month, Iron Ore CNY's price has fallen 4.64%, but it is still 7.02% higher than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. This dataset includes a chart with historical data for Iron Ore CNY.

Graph and download economic data for Global price of Iron Ore (PIORECRUSDM) from Jan 1990 to Jun 2025 about ore, iron, World, and price.

This table contains 3 series, with data for years 1971 - 1985 (not all combinations necessarily have data for all years), and was last released on 2000-02-18. This table contains data described by the following dimensions (Not all combinations are available): Geography (1 items: Canada ...), Price index (3 items: Total; iron ore index; Iron ore; export; Iron ore; domestic ...).

Steel rose to 3,076 CNY/T on September 2, 2025, up 0.89% from the previous day. Over the past month, Steel's price has fallen 3.78%, but it is still 1.02% higher than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Steel - values, historical data, forecasts and news - updated on September of 2025.

This dataset contains a variety of laptop specifications and the price of each device in Euros, the goal is to create a machine learning model to train the model to predict laptop prices.

The dataset is allowed to be modified during the analysis.

Details of the columns:

| | Columns | Description | Type | |--------------------|--------------------------------------|---------------------| | 1 | Company | Laptop manufacturer. | Categorical | | 2 | Product | Brand and Model. | Categorical | | 3 | TypeName | Type (Notebook, Ultrabook, Gaming, etc.)| Categorical | | 4 | Inches | Screen Size. | Numerical (float)| | 5 | ScreenResolution | Screen Resolution. | Categorical | | 6 | CPU_Company | Central Processing Unit (CPU) manufacturer. | Categorical | | 7 | CPU_Type | Central Processing Unit (CPU) type. | Categorical | | 8 | CPU_Frequency | Central Processing Unit (CPU) Frequency (GHz).| Numerical (float) | | 9 | RAM (GB) | Laptop RAM. | Numerical (int) | | 10 | Memory | Hard Disk / SSD Memory. | Categorical | | 11 | GPU_Company | Graphics Processing Units (GPU) manufacturer. | Categorical | | 12 | GPU_Type | Graphics Processing Units (GPU) type. | Categorical | | 13 | OpSys | Operating System. | Categorical | | 14 | Weight (kg) | Laptop Weight (kg). | Numerical (float) | | 15 | Price (Euro) | Laptop price (Euro). | Numerical (float) |

Iron Ore: Average Sale Price: Lumps: Below 55% Fe: Andhra Pradesh data was reported at 833.000 INR/Ton in Mar 2022. This records a decrease from the previous number of 843.000 INR/Ton for Feb 2022. Iron Ore: Average Sale Price: Lumps: Below 55% Fe: Andhra Pradesh data is updated monthly, averaging 717.500 INR/Ton from Feb 2011 (Median) to Mar 2022, with 134 observations. The data reached an all-time high of 1,200.000 INR/Ton in Aug 2020 and a record low of 313.000 INR/Ton in May 2011. Iron Ore: Average Sale Price: Lumps: Below 55% Fe: Andhra Pradesh data remains active status in CEIC and is reported by Indian Bureau of Mines. The data is categorized under India Premium Database’s Metal and Steel Sector – Table IN.WAC009: Iron Ore Average Sale Price.

Global Iron Ore Prices - Historical chart and current data through 2025.

This dataset includes real-time and historical Iron Ore prices, global market insights, trading data, and demand forecasts provided by Bigmint.

This presentation and accompanying Excel data provide an iron ore cost curve for 70 mines contributing to over 90% of the seaborne iron ore market, with breakdown of costs into mining, processing, admin, freight and royalties. Specific datasets include: Global Mine Level Cost Costs Global Company Equity Production Costs Country level Production Costs Rio Tinto Cost Curve Vale Cost Curve BHP Billiton Curve. Read More

Price-To-Book-Ratio Time Series for Iron Mountain Incorporated. Iron Mountain Incorporated (NYSE: IRM) is trusted by more than 240,000 customers in 61 countries, including approximately 95% of the Fortune 1000, to help unlock value and intelligence from their assets through services that transcend the physical and digital worlds. Our broad range of solutions address their information management, digital transformation, information security, data center and asset lifecycle management needs. Our longstanding commitment to safety, security, sustainability and innovation in support of our customers underpins everything we do.

Manganese traded flat at 29.65 CNY/mtu on August 29, 2025. Over the past month, Manganese's price has remained flat, but it is still 3.58% lower than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Manganese Ore - values, historical data, forecasts and news - updated on September of 2025.

Time series of major commodity prices and indices including iron, cooper, wheat, gold, oil. Data comes from the International Monetary Fund (IMF).All rights are reservedDataDataset contains Monthly prices for 53 commodities and 10 indexes, starting from 1980 to 2016, Last updated on march 17, 2016. The reference year for indexes are 2005 (meaning the value of indexes are 100 and all other values are relative to that year).LicenseThe IMF grants permission to visit its Sites and to download and copy information, documents, and materials from the Sites for personal, noncommercial usage only, without any right to resell or redistribute or to compile or create derivative works, subject to these Terms and Conditions of Usage and also subject to more specific restrictions that may apply to particular information within the Sites. Any rights not expressly granted herein are reserved.For more information please visit: Copyright and Usage.

HRC Steel fell to 793 USD/T on August 29, 2025, down 2.10% from the previous day. Over the past month, HRC Steel's price has fallen 7.79%, but it is still 11.06% higher than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. This dataset includes a chart with historical data for HRC Steel.

Iron Ore: Average Sale Price: Fines: 60 - 62% Fe: Orissa data was reported at 4,537.000 INR/Ton in Dec 2024. This records a decrease from the previous number of 4,674.000 INR/Ton for Nov 2024. Iron Ore: Average Sale Price: Fines: 60 - 62% Fe: Orissa data is updated monthly, averaging 1,547.000 INR/Ton from Feb 2011 (Median) to Dec 2024, with 167 observations. The data reached an all-time high of 6,750.000 INR/Ton in Aug 2021 and a record low of 670.000 INR/Ton in Apr 2016. Iron Ore: Average Sale Price: Fines: 60 - 62% Fe: Orissa data remains active status in CEIC and is reported by Indian Bureau of Mines. The data is categorized under India Premium Database’s Metal and Steel Sector – Table IN.WAC009: Iron Ore Average Sale Price.

This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.

Coal rose to 109.60 USD/T on August 29, 2025, up 0.05% from the previous day. Over the past month, Coal's price has fallen 4.74%, and is down 23.76% compared to the same time last year, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Coal - values, historical data, forecasts and news - updated on September of 2025.

Nickel rose to 15,475 USD/T on September 1, 2025, up 0.45% from the previous day. Over the past month, Nickel's price has risen 2.45%, but it is still 6.92% lower than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Nickel - values, historical data, forecasts and news - updated on September of 2025.

Context

Time series of major commodity prices and indices including iron, cooper, wheat, gold, oil

Content

Dataset contains Monthly prices for 53 commodities and 10 indexes, starting from 1980 to 2016, Last updated on march 17, 2016. The reference year for indexes are 2005 (meaning the value of indexes are 100 and all other values are relative to that year).

Inspiration

This is a challenging dataset with a fair share of NaN values. Some really good potential for EDA and also Time Series Analysis!

Linear Performance Pricing (LPP) Pipe Pricing Dataset

This synthetic dataset simulates supplier quotes for iron pipes of varying lengths. It is designed to demonstrate Linear Performance Pricing (LPP), a procurement analytics technique used to identify cost-saving opportunities by correlating product prices with performance parameters (e.g., pipe length). The dataset includes: - Real-world variations: Noise, outliers, and multiple suppliers. - Target prices: Calculated using market trends (target_price_market) and best-practice benchmarks (target_price_benchmark).

Inspired by the example from "Data-Driven Spend Management" (Chapter 3).

Suggested Analysis Tasks

1. Regression Analysis: Replicate the market line (P^M = 1.465 + 1.076L) using linear regression.
2. Outlier Detection: Identify overpriced quotes using Z-scores or IQR.
3. Savings Calculation: Compute total savings if prices are negotiated down to the benchmark.
4. Supplier Comparison: Analyze pricing strategies of S1 vs S2 vs S3 vs S4.
5. Visualization: Plot price vs. length with market/benchmark lines.

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