├── .gitignore ├── LICENSE ├── README.md ├── day-one ├── 1-introduction-to-jupyter.ipynb ├── 2-python-refresher.ipynb ├── 3-control-flow.ipynb ├── 4-collections.ipynb ├── 5-iteration.ipynb ├── 6-functions.ipynb ├── 7-files.ipynb ├── 8-python-data-manipulation.ipynb ├── 9-putting-it-together.ipynb ├── README.md ├── clean_star │ ├── PWMIA.txt │ ├── PWMIA03.txt │ ├── PWMIA04.txt │ └── PWMIA05.txt ├── data.csv ├── diabetes.csv ├── headers.txt ├── images │ ├── ecosystem1.png │ ├── ecosystem2.png │ ├── ecosystem3.png │ ├── ecosystem4.png │ ├── ecosystem5.png │ ├── ecosystem6.png │ ├── jupyter-architecture.png │ └── jupyterlab.png └── test.txt ├── day-two ├── 1-why-pandas.ipynb ├── 2-data-structures.ipynb ├── 3-loading-data.ipynb ├── 4-basic-data-manipulation.ipynb ├── 5-apis-and-json.ipynb ├── 6-data-from-the-web.ipynb ├── 7-putting-it-together.ipynb ├── chipotle.tsv ├── community-center-attendance.csv ├── extra-pandas │ ├── 1-data-cleaning.ipynb │ ├── 2-data-wrangling.ipynb │ ├── 3-working-with-time.ipynb │ ├── 4 - Data Visualization in Python.ipynb │ ├── 5 - Data Visualization with Pandas.ipynb │ ├── 6 - More Plotting with Pandas.ipynb │ ├── diabetes.csv │ └── iris.csv ├── images │ ├── http-flow.png │ ├── http-request-response.png │ ├── indexing1.png │ ├── indexing2.png │ ├── indexing3.png │ └── indexing4.png ├── json-data │ ├── index_1.json │ ├── index_2.json │ ├── index_3.json │ ├── index_4.json │ ├── index_5.json │ ├── item_ltf90001296.json │ ├── item_ltf90001356.json │ ├── item_ltf90002975.json │ ├── item_ltf90003010.json │ ├── item_ltf90003159.json │ ├── item_ltf90003160.json │ ├── item_ltf90003161.json │ ├── item_ltf90003958.json │ ├── item_ltf90004222.json │ ├── item_ltf90004535.json │ ├── item_ltf90004760.json │ ├── item_ltf90004926.json │ ├── item_ltf90005739.json │ ├── item_ltf90005769.json │ ├── item_ltf90005775.json │ ├── item_ltf90005943.json │ ├── item_ltf90006298.json │ ├── item_ltf90006357.json │ ├── item_ltf90006684.json │ ├── item_ltf90006732.json │ ├── item_ltf90006767.json │ ├── item_ltf90006799.json │ ├── item_ltf90006850.json │ ├── item_ltf90007041.json │ ├── item_ltf90007236.json │ ├── item_ltf90007270.json │ ├── item_ltf90007271.json │ ├── item_ltf90007272.json │ ├── item_ltf90007275.json │ ├── item_ltf90007277.json │ ├── item_ltf90007294.json │ ├── item_ltf90007565.json │ ├── item_ltf90007757.json │ ├── item_ltf90007944.json │ ├── item_ltf90007945.json │ ├── item_ltf90007948.json │ ├── item_ltf90007953.json │ ├── item_ltf90007976.json │ ├── item_ltf90008069.json │ ├── item_ltf90008097.json │ ├── item_ltf90008298.json │ ├── item_ltf90008396.json │ ├── item_ltf90008411.json │ ├── item_ltf90008432.json │ ├── item_ltf90008458.json │ ├── item_ltf90008459.json │ ├── item_ltf90008463.json │ ├── item_ltf90008493.json │ ├── item_ltf90008505.json │ ├── item_ltf90008516.json │ ├── item_ltf90008532.json │ ├── item_ltf90008896.json │ ├── item_ltf90008912.json │ ├── item_ltf90008939.json │ ├── item_ltf90008945.json │ ├── item_ltf90008961.json │ ├── item_ltf90008976.json │ ├── item_ltf90008982.json │ ├── item_ltf90008986.json │ ├── item_ltf90009057.json │ ├── item_ltf90009288.json │ ├── item_ltf90009561.json │ ├── item_ltf90009637.json │ ├── item_ltf90009640.json │ ├── item_ltf90009650.json │ ├── item_ltf90009671.json │ ├── item_ltf90009680.json │ ├── item_ltf90009683.json │ ├── item_ltf90009727.json │ ├── item_ltf90009729.json │ ├── item_ltf90009740.json │ ├── item_ltf90009806.json │ ├── item_ltf90009828.json │ ├── item_ltf90009829.json │ ├── item_ltf90009841.json │ ├── item_ltf90011151.json │ ├── item_ltf90011199.json │ ├── item_ltf90011229.json │ ├── item_ltf90011264.json │ ├── item_ltf90011287.json │ ├── item_ltf90011326.json │ ├── item_ltf90011327.json │ ├── item_ltf90011384.json │ ├── item_ltf90011413.json │ ├── item_ltf90011419.json │ ├── item_ltf90011441.json │ ├── item_ltf90011458.json │ ├── item_ltf90011481.json │ ├── item_ltf90011484.json │ ├── item_ltf90011512.json │ ├── item_ltf90011515.json │ ├── item_ltf90011519.json │ ├── item_ltf90011545.json │ ├── item_ltf90011551.json │ ├── item_ltf90011557.json │ ├── item_ltf90011559.json │ ├── item_ltf90011655.json │ ├── item_ltf90011659.json │ ├── item_ltf90011661.json │ ├── item_ltf90011668.json │ ├── item_ltf90011685.json │ ├── item_ltf90011687.json │ ├── item_ltf90011805.json │ ├── item_ltf90011807.json │ ├── item_ltf90011812.json │ ├── item_ltf90011814.json │ ├── item_ltf90011819.json │ ├── item_ltf90011876.json │ ├── item_ltf90011900.json │ ├── item_ltf90012752.json │ ├── item_ltf90013484.json │ ├── item_ltf90013629.json │ ├── item_ltf90014630.json │ ├── item_ltf90014647.json │ ├── item_ltf90014661.json │ ├── item_ltf90014814.json │ ├── item_ltf90014816.json │ ├── item_ltf90014822.json │ ├── item_ltf90014856.json │ ├── item_ltf90014899.json │ ├── item_ltf90014908.json │ ├── item_ltf90015436.json │ ├── item_ltf90015716.json │ ├── item_ltf90015717.json │ ├── 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