├── 1-Analyze-Bay-Area-Bike-Share-Project ├── Bay_Area_Bike_Share_Analysis.ipynb └── Data.zip ├── 3-Intro-to-Data-Analysis ├── Data │ ├── Exports (p of GDP).xlsx │ ├── Indicator_HDI.xlsx │ ├── Oil Production.xlsx │ ├── README.md │ ├── indicator CDIAC carbon_dioxide_emissions_per_capita.xlsx │ ├── indicator gapminder gdp_per_capita_ppp.xlsx │ ├── indicator life_expectancy_at_birth.xlsx │ ├── indicator ti cpi 2009.xlsx │ ├── indicatorGNIpercapitaATLAS.xlsx │ ├── indicator_per capita government expenditure on health (ppp int. $).xlsx │ ├── indicator_per capita total expenditure on health (ppp int. $).xlsx │ ├── indicator_total population female.xlsx │ └── indicator_total population male.xlsx ├── Investigate-a-Dataset.ipynb └── L1_Starter_Code.ipynb ├── 4-Data-Wrangling ├── Audit_Zipcode.py ├── Auditing_Street_Names.py ├── Convert_to_CSV_files.py ├── Convert_to_SQL_Database.py ├── Data_Wrangling.ipynb ├── Improving_Street_Names.py ├── Number_of_Tags.py ├── README.md ├── Sample.py ├── Schema.py ├── Tags_Types.py ├── Update_Zipcode.py └── sample.osm ├── 5-Exploratory-Data-Analysis ├── Exploratory Data Analysis.html ├── Exploratory Data Analysis.rmd ├── README.md └── Resources.txt ├── 6-Inferential-Statistics ├── Stroop-Effect.ipynb └── stroopdata.csv ├── 7-Intro-to-Machine-Learning ├── Identify Fraud from Enron Email.ipynb ├── README.md ├── my_classifier.pkl ├── my_dataset.pkl ├── my_feature_list.pkl ├── poi_id.py ├── resources.MD └── tester.py ├── 8-Data-Visualization-in-Tableau ├── Create-a-Tableau-Story.ipynb ├── Flight Summary.zip └── README.md └── README.md /1-Analyze-Bay-Area-Bike-Share-Project/Bay_Area_Bike_Share_Analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/1-Analyze-Bay-Area-Bike-Share-Project/Bay_Area_Bike_Share_Analysis.ipynb -------------------------------------------------------------------------------- /1-Analyze-Bay-Area-Bike-Share-Project/Data.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/1-Analyze-Bay-Area-Bike-Share-Project/Data.zip -------------------------------------------------------------------------------- /3-Intro-to-Data-Analysis/Data/Exports (p of GDP).xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/3-Intro-to-Data-Analysis/Data/Exports (p of GDP).xlsx -------------------------------------------------------------------------------- /3-Intro-to-Data-Analysis/Data/Indicator_HDI.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/3-Intro-to-Data-Analysis/Data/Indicator_HDI.xlsx -------------------------------------------------------------------------------- /3-Intro-to-Data-Analysis/Data/Oil Production.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/3-Intro-to-Data-Analysis/Data/Oil Production.xlsx -------------------------------------------------------------------------------- /3-Intro-to-Data-Analysis/Data/README.md: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /3-Intro-to-Data-Analysis/Data/indicator CDIAC carbon_dioxide_emissions_per_capita.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/3-Intro-to-Data-Analysis/Data/indicator CDIAC carbon_dioxide_emissions_per_capita.xlsx -------------------------------------------------------------------------------- /3-Intro-to-Data-Analysis/Data/indicator gapminder gdp_per_capita_ppp.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/3-Intro-to-Data-Analysis/Data/indicator gapminder gdp_per_capita_ppp.xlsx -------------------------------------------------------------------------------- /3-Intro-to-Data-Analysis/Data/indicator life_expectancy_at_birth.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/3-Intro-to-Data-Analysis/Data/indicator life_expectancy_at_birth.xlsx -------------------------------------------------------------------------------- /3-Intro-to-Data-Analysis/Data/indicator ti cpi 2009.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/3-Intro-to-Data-Analysis/Data/indicator ti cpi 2009.xlsx -------------------------------------------------------------------------------- /3-Intro-to-Data-Analysis/Data/indicatorGNIpercapitaATLAS.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/3-Intro-to-Data-Analysis/Data/indicatorGNIpercapitaATLAS.xlsx -------------------------------------------------------------------------------- /3-Intro-to-Data-Analysis/Data/indicator_per capita government expenditure on health (ppp int. $).xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/3-Intro-to-Data-Analysis/Data/indicator_per capita government expenditure on health (ppp int. $).xlsx -------------------------------------------------------------------------------- /3-Intro-to-Data-Analysis/Data/indicator_per capita total expenditure on health (ppp int. $).xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/3-Intro-to-Data-Analysis/Data/indicator_per capita total expenditure on health (ppp int. $).xlsx -------------------------------------------------------------------------------- /3-Intro-to-Data-Analysis/Data/indicator_total population female.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/3-Intro-to-Data-Analysis/Data/indicator_total population female.xlsx -------------------------------------------------------------------------------- /3-Intro-to-Data-Analysis/Data/indicator_total population male.xlsx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/3-Intro-to-Data-Analysis/Data/indicator_total population male.xlsx -------------------------------------------------------------------------------- /3-Intro-to-Data-Analysis/Investigate-a-Dataset.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/3-Intro-to-Data-Analysis/Investigate-a-Dataset.ipynb -------------------------------------------------------------------------------- /3-Intro-to-Data-Analysis/L1_Starter_Code.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/3-Intro-to-Data-Analysis/L1_Starter_Code.ipynb -------------------------------------------------------------------------------- /4-Data-Wrangling/Audit_Zipcode.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/4-Data-Wrangling/Audit_Zipcode.py -------------------------------------------------------------------------------- /4-Data-Wrangling/Auditing_Street_Names.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/4-Data-Wrangling/Auditing_Street_Names.py -------------------------------------------------------------------------------- /4-Data-Wrangling/Convert_to_CSV_files.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/4-Data-Wrangling/Convert_to_CSV_files.py -------------------------------------------------------------------------------- /4-Data-Wrangling/Convert_to_SQL_Database.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/4-Data-Wrangling/Convert_to_SQL_Database.py -------------------------------------------------------------------------------- /4-Data-Wrangling/Data_Wrangling.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/4-Data-Wrangling/Data_Wrangling.ipynb -------------------------------------------------------------------------------- /4-Data-Wrangling/Improving_Street_Names.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/4-Data-Wrangling/Improving_Street_Names.py -------------------------------------------------------------------------------- /4-Data-Wrangling/Number_of_Tags.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/4-Data-Wrangling/Number_of_Tags.py -------------------------------------------------------------------------------- /4-Data-Wrangling/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/4-Data-Wrangling/README.md -------------------------------------------------------------------------------- /4-Data-Wrangling/Sample.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/4-Data-Wrangling/Sample.py -------------------------------------------------------------------------------- /4-Data-Wrangling/Schema.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/4-Data-Wrangling/Schema.py -------------------------------------------------------------------------------- /4-Data-Wrangling/Tags_Types.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/4-Data-Wrangling/Tags_Types.py -------------------------------------------------------------------------------- /4-Data-Wrangling/Update_Zipcode.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/4-Data-Wrangling/Update_Zipcode.py -------------------------------------------------------------------------------- /4-Data-Wrangling/sample.osm: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/4-Data-Wrangling/sample.osm -------------------------------------------------------------------------------- /5-Exploratory-Data-Analysis/Exploratory Data Analysis.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/5-Exploratory-Data-Analysis/Exploratory Data Analysis.html -------------------------------------------------------------------------------- /5-Exploratory-Data-Analysis/Exploratory Data Analysis.rmd: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/5-Exploratory-Data-Analysis/Exploratory Data Analysis.rmd -------------------------------------------------------------------------------- /5-Exploratory-Data-Analysis/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/5-Exploratory-Data-Analysis/README.md -------------------------------------------------------------------------------- /5-Exploratory-Data-Analysis/Resources.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/5-Exploratory-Data-Analysis/Resources.txt -------------------------------------------------------------------------------- /6-Inferential-Statistics/Stroop-Effect.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/6-Inferential-Statistics/Stroop-Effect.ipynb -------------------------------------------------------------------------------- /6-Inferential-Statistics/stroopdata.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/6-Inferential-Statistics/stroopdata.csv -------------------------------------------------------------------------------- /7-Intro-to-Machine-Learning/Identify Fraud from Enron Email.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/7-Intro-to-Machine-Learning/Identify Fraud from Enron Email.ipynb -------------------------------------------------------------------------------- /7-Intro-to-Machine-Learning/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/7-Intro-to-Machine-Learning/README.md -------------------------------------------------------------------------------- /7-Intro-to-Machine-Learning/my_classifier.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/7-Intro-to-Machine-Learning/my_classifier.pkl -------------------------------------------------------------------------------- /7-Intro-to-Machine-Learning/my_dataset.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/7-Intro-to-Machine-Learning/my_dataset.pkl -------------------------------------------------------------------------------- /7-Intro-to-Machine-Learning/my_feature_list.pkl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/7-Intro-to-Machine-Learning/my_feature_list.pkl -------------------------------------------------------------------------------- /7-Intro-to-Machine-Learning/poi_id.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/7-Intro-to-Machine-Learning/poi_id.py -------------------------------------------------------------------------------- /7-Intro-to-Machine-Learning/resources.MD: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/7-Intro-to-Machine-Learning/resources.MD -------------------------------------------------------------------------------- /7-Intro-to-Machine-Learning/tester.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/7-Intro-to-Machine-Learning/tester.py -------------------------------------------------------------------------------- /8-Data-Visualization-in-Tableau/Create-a-Tableau-Story.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/8-Data-Visualization-in-Tableau/Create-a-Tableau-Story.ipynb -------------------------------------------------------------------------------- /8-Data-Visualization-in-Tableau/Flight Summary.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/8-Data-Visualization-in-Tableau/Flight Summary.zip -------------------------------------------------------------------------------- /8-Data-Visualization-in-Tableau/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/8-Data-Visualization-in-Tableau/README.md -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kaishengteh/Data-Analyst-Nanodegree/HEAD/README.md --------------------------------------------------------------------------------