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sample_data/README.md
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This directory includes a few sample datasets to get you started.
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* `california_housing_data*.csv` is California housing data from the 1990 US
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Census; more information is available at:
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https://developers.google.com/machine-learning/crash-course/california-housing-data-description
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* `mnist_*.csv` is a small sample of the
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[MNIST database](https://en.wikipedia.org/wiki/MNIST_database), which is
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described at: http://yann.lecun.com/exdb/mnist/
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* `anscombe.json` contains a copy of
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[Anscombe's quartet](https://en.wikipedia.org/wiki/Anscombe%27s_quartet); it
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was originally described in
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Anscombe, F. J. (1973). 'Graphs in Statistical Analysis'. American
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Statistician. 27 (1): 17-21. JSTOR 2682899.
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and our copy was prepared by the
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[vega_datasets library](https://github.com/altair-viz/vega_datasets/blob/4f67bdaad10f45e3549984e17e1b3088c731503d/vega_datasets/_data/anscombe.json).
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sample_data/anscombe.json
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[
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{"Series":"I", "X":10.0, "Y":8.04},
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{"Series":"I", "X":8.0, "Y":6.95},
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{"Series":"I", "X":13.0, "Y":7.58},
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{"Series":"I", "X":9.0, "Y":8.81},
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{"Series":"I", "X":11.0, "Y":8.33},
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{"Series":"I", "X":14.0, "Y":9.96},
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{"Series":"I", "X":6.0, "Y":7.24},
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{"Series":"I", "X":4.0, "Y":4.26},
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{"Series":"I", "X":12.0, "Y":10.84},
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{"Series":"I", "X":7.0, "Y":4.81},
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{"Series":"I", "X":5.0, "Y":5.68},
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{"Series":"II", "X":10.0, "Y":9.14},
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{"Series":"II", "X":8.0, "Y":8.14},
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{"Series":"II", "X":13.0, "Y":8.74},
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{"Series":"II", "X":9.0, "Y":8.77},
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{"Series":"II", "X":11.0, "Y":9.26},
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{"Series":"II", "X":14.0, "Y":8.10},
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{"Series":"II", "X":6.0, "Y":6.13},
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{"Series":"II", "X":4.0, "Y":3.10},
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{"Series":"II", "X":12.0, "Y":9.13},
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{"Series":"II", "X":7.0, "Y":7.26},
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{"Series":"II", "X":5.0, "Y":4.74},
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{"Series":"III", "X":10.0, "Y":7.46},
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{"Series":"III", "X":8.0, "Y":6.77},
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{"Series":"III", "X":13.0, "Y":12.74},
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{"Series":"III", "X":9.0, "Y":7.11},
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{"Series":"III", "X":11.0, "Y":7.81},
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{"Series":"III", "X":14.0, "Y":8.84},
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{"Series":"III", "X":6.0, "Y":6.08},
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{"Series":"III", "X":4.0, "Y":5.39},
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{"Series":"III", "X":12.0, "Y":8.15},
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{"Series":"III", "X":7.0, "Y":6.42},
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{"Series":"III", "X":5.0, "Y":5.73},
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{"Series":"IV", "X":8.0, "Y":6.58},
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{"Series":"IV", "X":8.0, "Y":5.76},
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{"Series":"IV", "X":8.0, "Y":7.71},
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{"Series":"IV", "X":8.0, "Y":8.84},
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{"Series":"IV", "X":8.0, "Y":8.47},
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{"Series":"IV", "X":8.0, "Y":7.04},
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{"Series":"IV", "X":8.0, "Y":5.25},
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{"Series":"IV", "X":19.0, "Y":12.50},
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{"Series":"IV", "X":8.0, "Y":5.56},
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{"Series":"IV", "X":8.0, "Y":7.91},
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{"Series":"IV", "X":8.0, "Y":6.89}
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]
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sample_data/california_housing_test.csv
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sample_data/california_housing_train.csv
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sample_data/mnist_test.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:51c292478d94ec3a01461bdfa82eb0885d262eb09e615679b2d69dedb6ad09e7
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size 18289443
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sample_data/mnist_train_small.csv
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version https://git-lfs.github.com/spec/v1
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oid sha256:1ef64781aa03180f4f5ce504314f058f5d0227277df86060473d973cf43b033e
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size 36523880
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