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" =================\n " ,
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" \n " ,
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" * [Getting Started](#-Getting-Started:-Accessing-the-Building-Footprints-Dataset)\n " ,
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- " * [Reading in Data as CSV in Static Form](##-Reading-in-data-as-csv-in-static-form)\n " ,
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" \n " ,
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" \n " ,
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" * [1. Importing Libraries](##-1.-Importing-Libraries)\n " ,
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" * [3. Data Inspection](#-3.-Data-Inspection)\n " ,
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" * [3.1 Previewing Data](##-3.1-Previewing-Data)\n " ,
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" * [3.2 Calculating Summary Statistics](##-3.2-Calcualting-Summary-Statistics)\n " ,
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- " * [3.3 Identifying Null/NA Values](##-3.3-Identifying-Null/NA-Values)\n " ,
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+ " * [3.3 Identifying Null Values](##-3.3-Identifying-Null/NA-Values)\n " ,
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" \n " ,
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" \n " ,
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" * [4. Data Cleaning & Wrangling](#-4.-Data-Cleaning/Wrangling)\n " ,
Original file line number Diff line number Diff line change @@ -11,23 +11,16 @@ Key sections as follows:
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Data Inspection
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* Previewing Data
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* Calcualting Summary Statistics
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- * Identifying Null/NA Values
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+ * Identifying Null/NA Values
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Data Cleaning & Wrangling
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* Previewing Column Values
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+ * Making Box Plots
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* Identifying Outliers in Column
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- * Replacing Outliers with Null/NA Values
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- * Dropping Null/NA Values
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+ * Dropping Null Values
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* Filling In Null/NA Values With Median
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- Detecting Outliers
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- * Making a Box Plot
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- * Calculating Interquartile Range (IQR)
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- * Box Plot of Construction Year Values
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- * Making Histograms of Values Above and Below Box Plot Whiskers
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- * Z-Scores
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- * Calculating Z-Scores
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- * Identifying Possible Outliers from Z-Score
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- * Making Histograms of Construction Year Raw and Normalized (Z-Score) Values
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+ Sample Analysis
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+ * Timeseries of Year Built
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+ * Attempting to Identify the Oldest Building in NYC
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