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Simulated Indian Construction Demand and Finance Data
Comodities & Real Estate
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About
The dynamics of Cement Sales and Demand within the Indian market, incorporating several external factors that influence the construction and manufacturing sectors. It features key operational metrics—Production, Sales, and Demand—specific to XYZ company, alongside crucial national economic indicators such as Population and India's Gross Domestic Product (GDP). Furthermore, the data includes financial variables directly impacting construction, specifically the amounts disbursed for Home Loans (in Cr.) and the associated Interest Rates (%) offered by XYZ bank. This is a simulated dataset, initially collected yearly and then refined to a monthly format using findings from research papers, making it an excellent resource for analytical modelling.
Columns
- Month: Data collected sequentially over a lengthy period, beginning January 2010 and concluding in November 2022.
- Production: The quantity of cement produced monthly by XYZ company, measured in tons.
- Sales: The quantity of cement sold monthly by XYZ company, measured in tons.
- Demand: The volume of cement orders received by XYZ company each month, measured in tons.
- Population: India's national population figures per month, measured in billions.
- GDP: The Gross Domestic Product of India per month, measured in billions.
- Disbursement: The total amount of Home Loans granted by XYZ company, measured in Cr.
- Interest Rate: The Home Loan interest rate set by XYZ bank over the measured time period, expressed as a percentage (%).
Distribution
The dataset currently provides 10 of 13 potential columns. The data was collected annually and subsequently simulated to provide monthly figures based on findings in research papers. Across several key features, there are 155 valid records, which accounts for 16% of the data points, with 844 records identified as missing (84%). Key statistics indicate that the mean monthly production is 452 tons, mean monthly sales are 433 tons, and mean monthly demand stands at 451 tons.
Usage
This data is ideally suited for various analytical tasks. It supports the building of models for Forecasting, such as projecting future cement demand or sales figures. It is also highly useful for Regression analysis to quantify the impact of macro-economic variables (like GDP or interest rates) on the construction industry's performance. The dataset offers valuable material for Data Analytics, Time Series Analysis, and understanding market trends in the Real Estate and Manufacturing sectors.
Coverage
The geographic scope of the dataset is India. The time coverage extends from January 2010 through to November 2022, presented in a monthly format. While national figures are used for Population and GDP, the Production, Sales, Demand, Disbursement, and Interest Rate features relate specifically to XYZ company or XYZ bank operations.
License
CC0: Public Domain
Who Can Use It
Intended users include data scientists and modellers requiring time-series data for prediction and regression tasks. Economists and financial analysts can use the data to study the correlation between national economic health (GDP, Population) and industry-specific metrics. Professionals involved in Real Estate investment, construction supply chain management, and Manufacturing strategy development will also find the metrics relevant.
Dataset Name Suggestions
- Indian Cement Market & Macro-Economic Drivers
- XYZ Company Cement Sales and Economic Indicators
- Simulated Indian Construction Demand and Finance Data
Attributes
Original Data Source: Simulated Indian Construction Demand and Finance Data
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