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Union Budget Speech 2021-22 Paragraphs
Finance & Banking Analytics
Tags and Keywords
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About
This dataset provides the full text of the India Union Budget 2021-22 speech, as presented by the Hon'ble Finance Minister Nirmala Sitharaman in the Parliament. The original raw text has been meticulously converted into a structured CSV format, organising the content into individual paragraphs. This transformation is designed to facilitate machine learning operations and empower users to extract valuable insights from the key policy statements. The budget is notably structured around six core pillars: Health and Wellbeing; Physical & Financial Capital, and Infrastructure; Inclusive Development for Aspirational India; Reinvigorating Human Capital; Innovation and R&D; and Minimum Government and Maximum Governance.
Columns
- Speech_Word: This column contains individual words extracted from the speech.
- Speech Paragraphs: This column provides the complete paragraphs from the original speech text.
Distribution
The dataset is made available in a CSV (Comma Separated Values) format, which is a standard for data exchange. It encapsulates all the paragraphs from the 2021-22 Union Budget speech. Please note that the exact number of rows or records within the dataset is not specified in the provided details.
Usage
This dataset is ideally suited for a variety of analytical and developmental applications:
- Machine Learning Operations: Perform various machine learning tasks on text data, such as classification, clustering, or feature extraction.
- Exploratory Data Analysis: Conduct detailed investigations to uncover patterns, anomalies, and relationships within the budget speech.
- Natural Language Processing (NLP): Develop and train NLP models for tasks like sentiment analysis, topic modelling, text summarisation, or keyword extraction specific to government finance.
- Text Cleaning and Preprocessing: Utilise for preparing textual data for further analysis or specific linguistic studies.
- Policy Analysis: Gain insights into government policies, financial allocations, and economic strategies outlined in the budget.
Coverage
- Geographic Scope: The dataset pertains specifically to India.
- Time Range: The content covers the Union Budget 2021-22.
- Content Scope: The dataset includes the entirety of the speech delivered by the Finance Minister, encompassing all aspects related to the six strategic pillars of the budget for the specified fiscal year.
License
CC0
Who Can Use It
This dataset is valuable for a wide range of professionals and researchers:
- Data Scientists and Machine Learning Engineers: For developing and refining text analysis models, training NLP algorithms, and engineering features from policy documents.
- Financial Analysts and Economists: To analyse financial policies, budget allocations, economic forecasts, and the broader implications of government spending.
- Researchers and Academics: For conducting studies on public finance, government communication, policy formulation, and the application of text analytics in social sciences.
- Journalists and Policy Makers: To quickly access and interpret key information, significant announcements, and strategic directions presented in the budget speech.
Dataset Name Suggestions
- India Union Budget 2021-22 Speech
- Indian Budget 2021 Speech Text
- Union Budget Speech 2021-22 Paragraphs
- Nirmala Sitharaman Budget 2021 Text Data
Attributes
Original Data Source: India Union Budget 2021 Speech
QUALITY