Leif-big-data
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- Project title: Stories in a Word
- Project data set: Google Ngrams - 1gram (English)
Project Tasks
- Identifying and downloading the target data set
- This project uses Google Ngrams - 1gram (English) which can be downloaded from [1] 0-10 CSV files.
- Data cleaning and pre-processing
- The raw CSV file values are separated by TABS so I had to use a script to replace TABS with COMMAS as follows: tr '\t' ',' <input_file.csv>output_file.csv
- Load the data into your Postgres instance
- I used a script which when piped into postgres drops existing tables, creates the tables, copies the data in, and then indexes the tables.
- Develop queries to explore your ideas in the data
- Develop and document the model function you are exploring in the data
- Develop a visualization to show the model/patterns in the data
Tech Details
- Node: as6
- Path to storage space: local machine
- Path to Data Setup Script
- Path to Data Extraction Script
- Path to GNUPLOT Script
- Path to Raw Extracted Data
- Path to Presentation
Results
- The visualization(s)
- The story
