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Word Structure Frequency Data
Data Science and Analytics
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About
Provides 2499 distinct five-letter words, structured to allow detailed frequency analysis of characters based on their position within the word. This resource is highly relevant for statistical linguistics, text analytics, and developing optimal strategies for word-based games. The analysis includes counts and percentages for how often specific letters appear in the first, second, third, fourth, and fifth positions.
Columns
The dataset contains five columns, each dedicated to tracking the letter at a specific position within the word:
- First letter: The starting character of the word. Initial analysis shows 'c' and 'b' are among the most frequent starting letters.
- Second letter: The character immediately following the first letter. 'o' and 'a' are observed to be the most common second letters.
- Third letter: The middle character of the five-letter word. The letter 'a' shows the highest frequency in this position.
- Fourth letter: The penultimate character. The letter 'e' is significantly dominant in this position, appearing in 20% of the words.
- Fifth letter: The final character of the word. 's' is the most common closing letter, appearing in 29% of the words.
Distribution
The data is available in a CSV file format, designated as 5_letters.csv, with a size of approximately 27.5 kB. The structure consists of 5 columns and 2499 distinct valid records, where each record represents a single five-letter word. The data is static and is not scheduled for future updates.
Usage
This data is ideal for various analytical tasks, including generating statistical models for word prediction, creating visualisations illustrating English word structure and letter placement probability, and designing enhanced solving algorithms for popular word-guessing puzzles.
Coverage
The scope of this resource is limited to 2499 distinct five-letter words sourced from an English word inventory. Since this is linguistic reference data, there is no associated geographic location, time range, or demographic information. The data set is designed to be a fixed analytical resource.
License
CC0: Public Domain
Who Can Use It
Intended users include linguists studying morphology and character distribution, data analysts seeking clean text data for probability exercises, educators demonstrating linguistic statistics, and puzzle enthusiasts looking to gain a competitive edge in word games.
Dataset Name Suggestions
- Five-Letter Word Inventory
- Linguistic Position Analysis
- Word Structure Frequency Data
- Game Strategy Character Counts
Attributes
Original Data Source: Word Structure Frequency Data
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