Data-Wrangling-with-Python

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Simplify your ETL processes with these hands-on data sanitation tips, tricks, and best practices

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- - .DS_Store
  - Activity01-HandlingList.ipynb
  - Activity01-HandlingList_Solution.ipynb
- - .DS_Store
  - Activity02-AnalyzingMultilineString.ipynb
  - Activity02-AnalyzingMultilineString_Solutions.ipynb
  - P&P Ch01
- - .DS_Store
  - List Exercises.ipynb
- - Dict Exercises.ipynb
- - Tuple Exercise.ipynb
- - String Exercise.ipynb
- - Set Exercises.ipynb
- .DS_Store
- - Activity06_Working_with_Adult_Income_Dataset.ipynb
  - Activity06_Working_with_Adult_Income_Dataset_Solution.ipynb
  - adult_income_data.csv
  - adult_income_names.txt
- - README.md
  - Sample - Superstore.xls
  - Subsetting_Filtering_Grouping.ipynb
- - Detecting Outliers Handling missing data.ipynb
- - Concatenation Merging and Joining.ipynb
  - Sample - Superstore.xls
- - panda methods.ipynb
- - Lesson 5 Activity 2 SOLUTION.ipynb
  - Lesson 5 Activity 2.ipynb
  - README.md
  - WDI-2016.pdf
- - .DS_Store
  - Activity07_ReadingTabularData.ipynb
  - Activity07_ReadingTabularData_Solutions.ipynb
  - List of countries by GDP (nominal) - Wikipedia.htm
  - README.md
- - Boston_housing.csv
  - CSV_EX_1.csv
  - CSV_EX_1.zip
  - CSV_EX_2.csv
  - CSV_EX_3.csv
  - CSV_EX_blankline.csv
  - CSV_EX_skipfooter.csv
  - CSV_EX_skiprows.csv
  - Housing_data.pdf
  - Housing_data.xlsx
  - movies.json
  - Reading Data From Sources.ipynb
  - README.md
  - Table_EX_1.txt
  - Table_tab_separated.txt
  - wu-data.dta
- - Beautiful soup 4 and web page parsing.ipynb
  - README.md
  - test.html
  - test_output.xlsx
- .DS_Store
- - Activity09_Extracting_top_100_ebooks.ipynb
  - Activity09_Extracting_top_100_ebooks_Solution.ipynb
  - README.md
- - Activity10_Building_your_own_movie_DB_Solution.ipynb
  - APIkey_Bogus_example.json
  - Lesson 7 Activity 2 - Build your own movie database - SOLUTION.ipynb
  - README.md
- - README.md
  - Web scraping and beautiful soup.ipynb
- - Exercise_92_update.ipynb
  - Reading Data from XML.ipynb
  - README.md
  - xml1.xml
- - Reading Data From API.ipynb
  - README.md
- - Fundamentals of Regular Expressions.ipynb
  - Readme.md
- - .DS_Store
  - Activity01-HandlingList.ipynb
  - Activity01-HandlingList_Solution.ipynb
- - .DS_Store
  - Activity02-AnalyzingMultilineString.ipynb
  - Activity02-AnalyzingMultilineString_Solutions.ipynb
  - P&P Ch01
- - .DS_Store
  - List Exercises.ipynb
- - Dict Exercises.ipynb
- - Tuple Exercise.ipynb
- - String Exercise.ipynb
- - Set Exercises.ipynb
- .DS_Store
- - Activity03_Permutation,Iterator,Lambda,List.ipynb
  - Activity03_Permutation,Iterator,Lambda,List_Solution.ipynb
- - Activity04_Design_your_own_CSV_parser_solution.ipynb
  - sales_record.csv
  - Student Activity 02 Design your own CSV parser - Solutions.ipynb
- - List Exercises.ipynb
- - Alice’s Adventures in Wonderland, by Lewis Carroll
  - data_temporary_files.txt
  - OS Exercises.ipynb
- .DS_Store
- - Activity05_Generating_Statistics_from_CSV_File.ipynb
  - Activity05_Generating_Statistics_from_CSV_File_Solution.ipynb
- - Numpy arrays.ipynb
- - Pandas DataFrame.ipynb
- - Matplotlib and Descriptive Statistics.ipynb
- - Activity06_Working_with_Adult_Income_Dataset.ipynb
  - Activity06_Working_with_Adult_Income_Dataset_Solution.ipynb
  - adult_income_data.csv
  - adult_income_names.txt
- - README.md
  - Sample - Superstore.xls
  - Subsetting_Filtering_Grouping.ipynb
- - Detecting Outliers Handling missing data.ipynb
- - Concatenation Merging and Joining.ipynb
  - Sample - Superstore -Random.xls
- - panda methods.ipynb
- - Lesson 5 Activity 2 SOLUTION.ipynb
  - Lesson 5 Activity 2.ipynb
  - README.md
  - WDI-2016.pdf
- - .DS_Store
  - Activity07_ReadingTabularData.ipynb
  - Activity07_ReadingTabularData_Solutions.ipynb
  - List of countries by GDP (nominal) - Wikipedia.htm
  - README.md
- - Boston_housing.csv
  - CSV_EX_1.csv
  - CSV_EX_1.zip
  - CSV_EX_2.csv
  - CSV_EX_3.csv
  - CSV_EX_blankline.csv
  - CSV_EX_skipfooter.csv
  - CSV_EX_skiprows.csv
  - Housing_data.pdf
  - Housing_data.xlsx
  - movies.json
  - Reading Data From Sources.ipynb
  - README.md
  - Table_EX_1.txt
  - Table_tab_separated.txt
  - wu-data.dta
- - Beautiful soup 4 and web page parsing.ipynb
  - README.md
  - test.html
  - test_output.xlsx
- .DS_Store
- - Activity08_Handling_Outiers.ipynb
  - Activity08_Handling_Outiers_ Solutions.ipynb
  - README.md
  - visit_data.csv
- - Advanced List comprehension and zip function.ipynb
  - combinded_data.csv
  - dummy_data.csv
  - dummy_header.csv
  - README.md
- - Data Formatting.ipynb
  - README.md
- - Identifying and cleaning outliers.ipynb
  - README.md
- .DS_Store
- - Activity09_Extracting_top_100_ebooks.ipynb
  - Activity09_Extracting_top_100_ebooks_Solution.ipynb
  - README.md
- - Activity10_Building_your_own_movie_DB_Solution.ipynb
  - APIkey_Bogus_example.json
  - Lesson 7 Activity 2 - Build your own movie database - SOLUTION.ipynb
  - README.md
- - README.md
  - Web scraping and beautiful soup.ipynb
- - Reading Data from XML.ipynb
  - README.md
  - xml1.xml
- - Reading Data From API.ipynb
  - README.md
- - Fundamentals of Regular Expressions.ipynb
  - Readme.md
- - .DS_Store
  - petsdb
  - README.md
  - Retrieving_data_correctly_from_Database.ipynb
  - Retrieving_data_correctly_from_Database_Solutions.ipynb
- - RDMS.ipynb
  - README.md
- - README.md
  - Using RDBMS.ipynb
- .DS_Store
- - Activity_Data_Wrangling_Task.ipynb
  - India_World_Bank_Info.csv
  - README.md
  - SYB61_T07_Education.csv
- .DS_Store
.DS_Store
LICENSE
README.md

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