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Mark BauerMark Bauer
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fixing typo on README
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2-data-inspection-cleaning-wrangling/2_data_inspection_cleaning_wrangling.ipynb

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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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" * [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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" * [4. Data Cleaning & Wrangling](#-4.-Data-Cleaning/Wrangling)\n",

2-data-inspection-cleaning-wrangling/README.md

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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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