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Identified data types for each distinct column value on 1900 data sets. For each column, summarized semantic types present in the column, using Fuzzy Logic, Levenshtein distance. Identified & derived inference the 3 most frequent 311 complaint types by borough.

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.gitattributes

.gitattributes

 
 

README.md

README.md

 
 

col_names_line_separated.txt

col_names_line_separated.txt

 
 

genericDataProfiling.py

genericDataProfiling.py

 
 

json_processing.py

json_processing.py

 
 

manual labelling - Sheet1.csv

manual labelling - Sheet1.csv

 
 

manual_labeling.csv

manual_labeling.csv

 
 

manual_labeling.tsv

manual_labeling.tsv

 
 

semanticProfiling.py

semanticProfiling.py

 
 

task2-manual-labels.json

task2-manual-labels.json

 
 

task2.json

task2.json

 
 

task2_manual_labeling.py

task2_manual_labeling.py

 
 

task2_scratch_code.py

task2_scratch_code.py

 
 

task3_final.py

task3_final.py

 
 

temp_data.txt

temp_data.txt

 
 

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        Identified data types for each distinct column value on 1900 data sets. For each column, summarized semantic types present in the column, using Fuzzy Logic, Levenshtein distance. Identified & derived inference the 3 most frequent 311 complaint types by borough.
      


    
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  visualization

      
  json

      
  big-data

      
  python3

      
  pyspark

      
  levenshtein-distance

      
  matplotlib

      
  fuzzy-logic

      
  data-profiling

      
  big-data-analytics

      
  nyc-opendata

      
  nyc-open-data

      
  311-data

  


    


    
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