Junghwan Park / fpm280-data-analysis

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Commit be5a830d6de41e13253832a0b42206adf4334bff

Authored by Junghwan Park
1 parent 61f8e89852
Exists in main

data load

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python-notebook/data_loading.ipynb View file @ be5a830
File was created 1 {
2 "cells": [
3 {
4 "cell_type": "markdown",
5 "metadata": {},
6 "source": [
7 "# Loading libraries"
8 ]
9 },
10 {
11 "cell_type": "code",
12 "execution_count": 13,
13 "metadata": {},
14 "outputs": [],
15 "source": [
16 "import numpy as np\n",
17 "import matplotlib.pyplot as plt\n",
18 "from pandas import read_csv\n",
19 "import os\n",
20 "from datetime import datetime"
21 ]
22 },
23 {
24 "cell_type": "markdown",
25 "metadata": {},
26 "source": [
27 "# Loading data files"
28 ]
29 },
30 {
31 "cell_type": "code",
32 "execution_count": 16,
33 "metadata": {},
34 "outputs": [],
35 "source": [
36 "data_dir = '../data'\n",
37 "\n",
38 "daily = read_csv(os.path.join(data_dir, 'daily.csv'))\n",
39 "dose = read_csv(os.path.join(data_dir, 'dose.csv'))\n",
40 "jawbone = read_csv(os.path.join(data_dir, 'jawbone.csv'), low_memory=False)"
41 ]
42 },
43 {
44 "cell_type": "markdown",
45 "metadata": {},
46 "source": [
47 "# Preprocessing"
48 ]
49 },
50 {
51 "cell_type": "code",
52 "execution_count": 19,
53 "metadata": {},
54 "outputs": [
55 {
56 "data": {
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requirements.txt View file @ be5a830
absl-py==1.0.0 1 1 absl-py==1.0.0
2 appnope==0.1.2
astunparse==1.6.3 2 3 astunparse==1.6.3
4 backcall==0.2.0
cached-property==1.5.2 3 5 cached-property==1.5.2
cachetools==4.2.4 4 6 cachetools==4.2.4
certifi==2021.10.8 5 7 certifi==2021.10.8
charset-normalizer==2.0.10 6 8 charset-normalizer==2.0.10
9 cycler==0.11.0
10 debugpy==1.5.1
11 decorator==5.1.1
12 entrypoints==0.3
flatbuffers==2.0 7 13 flatbuffers==2.0
14 fonttools==4.29.0
gast==0.4.0 8 15 gast==0.4.0
google-auth==2.3.3 9 16 google-auth==2.3.3
google-auth-oauthlib==0.4.6 10 17 google-auth-oauthlib==0.4.6
google-pasta==0.2.0 11 18 google-pasta==0.2.0
grpcio==1.43.0 12 19 grpcio==1.43.0
h5py==3.6.0 13 20 h5py==3.6.0
idna==3.3 14 21 idna==3.3
importlib-metadata==4.10.0 15 22 importlib-metadata==4.10.0
23 ipykernel==6.7.0
24 ipython==7.31.1
25 jedi==0.18.1
26 jupyter-client==7.1.2
27 jupyter-core==4.9.1
keras==2.7.0 16 28 keras==2.7.0
Keras-Preprocessing==1.1.2 17 29 Keras-Preprocessing==1.1.2
30 kiwisolver==1.3.2
libclang==12.0.0 18 31 libclang==12.0.0
Markdown==3.3.6 19 32 Markdown==3.3.6
33 matplotlib==3.5.1
34 matplotlib-inline==0.1.3
35 nest-asyncio==1.5.4
numpy==1.21.5 20 36 numpy==1.21.5
oauthlib==3.1.1 21 37 oauthlib==3.1.1
opt-einsum==3.3.0 22 38 opt-einsum==3.3.0
39 packaging==21.3
40 pandas==1.3.5
41 parso==0.8.3
42 pexpect==4.8.0
43 pickleshare==0.7.5
44 Pillow==9.0.0
45 prompt-toolkit==3.0.24
protobuf==3.19.1 23 46 protobuf==3.19.1
47 ptyprocess==0.7.0
pyasn1==0.4.8 24 48 pyasn1==0.4.8
pyasn1-modules==0.2.8 25 49 pyasn1-modules==0.2.8
50 Pygments==2.11.2
51 pyparsing==3.0.7
52 python-dateutil==2.8.2
53 pytz==2021.3
54 pyzmq==22.3.0
requests==2.27.1 26 55 requests==2.27.1
requests-oauthlib==1.3.0 27 56 requests-oauthlib==1.3.0
rsa==4.8 28 57 rsa==4.8
six==1.16.0 29 58 six==1.16.0
tensorboard==2.7.0 30 59 tensorboard==2.7.0
tensorboard-data-server==0.6.1 31 60 tensorboard-data-server==0.6.1
tensorboard-plugin-wit==1.8.1 32 61 tensorboard-plugin-wit==1.8.1
tensorflow==2.7.0 33 62 tensorflow==2.7.0
tensorflow-estimator==2.7.0 34 63 tensorflow-estimator==2.7.0
tensorflow-io-gcs-filesystem==0.23.1 35 64 tensorflow-io-gcs-filesystem==0.23.1
termcolor==1.1.0 36 65 termcolor==1.1.0
66 tornado==6.1
67 traitlets==5.1.1
typing-extensions==4.0.1 37 68 typing-extensions==4.0.1
urllib3==1.26.8 38 69 urllib3==1.26.8
70 wcwidth==0.2.5
Werkzeug==2.0.2 39 71 Werkzeug==2.0.2
wrapt==1.13.3 40 72 wrapt==1.13.3
zipp==3.7.0 41 73 zipp==3.7.0