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Institut für Informatik
dbis
dbis-teaching
data-engineering-analytics-notebooks
Commits
b9cfff3e
Commit
b9cfff3e
authored
Nov 30, 2021
by
Eva Zangerle
Browse files
fixed order of watermark cell, added classification notebookg
parent
e71ab59e
Changes
6
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6 changed files
with
1163 additions
and
140 deletions
+1163
-140
notebooks/03_datasets.ipynb
notebooks/03_datasets.ipynb
+24
-24
notebooks/05_dataset_analysis_cleaning.ipynb
notebooks/05_dataset_analysis_cleaning.ipynb
+24
-24
notebooks/06_dataset_analysis_exploratory.ipynb
notebooks/06_dataset_analysis_exploratory.ipynb
+24
-24
notebooks/07_feature_engineering.ipynb
notebooks/07_feature_engineering.ipynb
+16
-44
notebooks/08_hypothesis_testing.ipynb
notebooks/08_hypothesis_testing.ipynb
+24
-24
notebooks/09_classification.ipynb
notebooks/09_classification.ipynb
+1051
-0
No files found.
notebooks/03_datasets.ipynb
View file @
b9cfff3e
...
...
@@ -10,30 +10,6 @@
"Eva Zangerle"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "7f813edb-5062-4654-8b92-b518cbae651e",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The watermark extension is already loaded. To reload it, use:\n",
" %reload_ext watermark\n",
"Author: Eva Zangerle\n",
"\n",
"Last updated: 2021-11-29 09:34:20\n",
"\n"
]
}
],
"source": [
"%load_ext watermark\n",
"%watermark -a \"Eva Zangerle\" -u -d -t"
]
},
{
"cell_type": "code",
"execution_count": null,
...
...
@@ -64,6 +40,30 @@
"data_dir = \"../data\""
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "7f813edb-5062-4654-8b92-b518cbae651e",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The watermark extension is already loaded. To reload it, use:\n",
" %reload_ext watermark\n",
"Author: Eva Zangerle\n",
"\n",
"Last updated: 2021-11-29 09:34:20\n",
"\n"
]
}
],
"source": [
"%load_ext watermark\n",
"%watermark -a \"Eva Zangerle\" -u -d -t"
]
},
{
"cell_type": "markdown",
"id": "ecd30be6-6645-40c7-8458-d847038f00a0",
...
...
notebooks/05_dataset_analysis_cleaning.ipynb
View file @
b9cfff3e
...
...
@@ -10,30 +10,6 @@
"Eva Zangerle"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "fbb83221-436f-4178-b4e6-e4b0293f3faf",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The watermark extension is already loaded. To reload it, use:\n",
" %reload_ext watermark\n",
"Author: Eva Zangerle\n",
"\n",
"Last updated: 2021-11-29 09:34:13\n",
"\n"
]
}
],
"source": [
"%load_ext watermark\n",
"%watermark -a \"Eva Zangerle\" -u -d -t"
]
},
{
"cell_type": "code",
"execution_count": 1,
...
...
@@ -80,6 +56,30 @@
"data_dir = \"../data\""
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "fbb83221-436f-4178-b4e6-e4b0293f3faf",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The watermark extension is already loaded. To reload it, use:\n",
" %reload_ext watermark\n",
"Author: Eva Zangerle\n",
"\n",
"Last updated: 2021-11-29 09:34:13\n",
"\n"
]
}
],
"source": [
"%load_ext watermark\n",
"%watermark -a \"Eva Zangerle\" -u -d -t"
]
},
{
"cell_type": "markdown",
"id": "747aa842-23a2-4659-abdc-3131a07894e2",
...
...
notebooks/06_dataset_analysis_exploratory.ipynb
View file @
b9cfff3e
...
...
@@ -11,30 +11,6 @@
"Eva Zangerle"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "5c366d3c-4f97-48fa-b7fe-cda370045641",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The watermark extension is already loaded. To reload it, use:\n",
" %reload_ext watermark\n",
"Author: Eva Zangerle\n",
"\n",
"Last updated: 2021-11-29 09:34:05\n",
"\n"
]
}
],
"source": [
"%load_ext watermark\n",
"%watermark -a \"Eva Zangerle\" -u -d -t"
]
},
{
"cell_type": "code",
"execution_count": 2,
...
...
@@ -74,6 +50,30 @@
"data_dir = \"../data\""
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "5c366d3c-4f97-48fa-b7fe-cda370045641",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The watermark extension is already loaded. To reload it, use:\n",
" %reload_ext watermark\n",
"Author: Eva Zangerle\n",
"\n",
"Last updated: 2021-11-29 09:34:05\n",
"\n"
]
}
],
"source": [
"%load_ext watermark\n",
"%watermark -a \"Eva Zangerle\" -u -d -t"
]
},
{
"cell_type": "code",
"execution_count": 5,
...
...
notebooks/07_feature_engineering.ipynb
View file @
b9cfff3e
...
...
@@ -12,30 +12,6 @@
"Eva Zangerle"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "a870c325-706d-4c07-bb57-e3b84322e6e4",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The watermark extension is already loaded. To reload it, use:\n",
" %reload_ext watermark\n",
"Author: Eva Zangerle\n",
"\n",
"Last updated: 2021-11-29 09:33:54\n",
"\n"
]
}
],
"source": [
"%load_ext watermark\n",
"%watermark -a \"Eva Zangerle\" -u -d -t"
]
},
{
"cell_type": "code",
"execution_count": 1,
...
...
@@ -69,40 +45,36 @@
},
{
"cell_type": "code",
"execution_count": 1,
"id": "e40bcacf-a3ad-4d2d-8114-1979982d6f6f",
"execution_count": 2,
"id": "5406f6f3-1c06-4f3b-aaaf-9ac6f2967729",
"metadata": {},
"outputs": [],
"source": [
"data_dir = \"../data\""
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "a870c325-706d-4c07-bb57-e3b84322e6e4",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The watermark extension is already loaded. To reload it, use:\n",
" %reload_ext watermark\n",
"Author: Eva Zangerle\n",
"\n",
"Last updated: 2021-11-29 09:28:29\n",
"\n",
"Python implementation: CPython\n",
"Python version : 3.9.7\n",
"IPython version : 7.30.0\n",
"\n",
"Git hash: 32f20dee0a914472fdcdc1781c07a28a9f0d1828\n",
"Last updated: 2021-11-29 09:33:54\n",
"\n"
]
}
],
"source": [
"%load_ext watermark\n",
"%watermark -a \"Eva Zangerle\" -u -d -t -g -v"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "5406f6f3-1c06-4f3b-aaaf-9ac6f2967729",
"metadata": {},
"outputs": [],
"source": [
"data_dir = \"../data\""
"%watermark -a \"Eva Zangerle\" -u -d -t"
]
},
{
notebooks/08_hypothesis_testing.ipynb
View file @
b9cfff3e
...
...
@@ -12,30 +12,6 @@
"Eva Zangerle"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "29a380d3-d574-47d1-8649-98bbd9c58edf",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The watermark extension is already loaded. To reload it, use:\n",
" %reload_ext watermark\n",
"Author: Eva Zangerle\n",
"\n",
"Last updated: 2021-11-29 09:33:47\n",
"\n"
]
}
],
"source": [
"%load_ext watermark\n",
"%watermark -a \"Eva Zangerle\" -u -d -t"
]
},
{
"cell_type": "code",
"execution_count": 1,
...
...
@@ -63,6 +39,30 @@
"data_dir = \"../data\""
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "29a380d3-d574-47d1-8649-98bbd9c58edf",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"The watermark extension is already loaded. To reload it, use:\n",
" %reload_ext watermark\n",
"Author: Eva Zangerle\n",
"\n",
"Last updated: 2021-11-29 09:33:47\n",
"\n"
]
}
],
"source": [
"%load_ext watermark\n",
"%watermark -a \"Eva Zangerle\" -u -d -t"
]
},
{
"cell_type": "markdown",
"id": "c4abdb51-195d-40d4-a46e-acacdd63e517",
...
...
notebooks/09_classification.ipynb
0 → 100644
View file @
b9cfff3e
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