__init__, 142, 159, 306
__str__, 146, 162
absolute path, 116
algorithm, 335, 418
API, 249, 250, 254, 309
append(), 141, 201, 226
argparse, 305, 389, 417
argument, 62, 114, 148, 239
attribute, 128, 139, 159, 207
automation, 170, 171, 184, 187, 199
backup, 33, 118, 170, 245, 406
BeautifulSoup, 391
boolean, 56, 93, 156
break, 34, 64, 110, 131, 281
bytecode, 15, 128
class, 138, 141, 148, 149, 150
class variable, 149, 173
comment, 35, 45, 174, 214, 246
composition, 158, 161
condition, 58, 65, 94, 102, 275
configuration, 170, 173, 264, 307
continue, 25, 64, 280, 357
cron, 239, 317, 366
CSV files, 195, 196, 198, 213
csv module, 131, 191, 197, 232, 364
datetime, 121, 134, 187, 220, 235
debugger, 27, 280
debugging, 110, 270, 274, 280
decorator, 323
def, 90, 109, 324
dictionary, 75, 78, 141, 262, 430
dry run, 182, 185, 305, 389
elif, 53, 71, 109
email, sending, 352, 417
encoding, 115, 279
environment variables, 24, 253, 350, 433, 434
errors
- AttributeError, 128, 159
- FileNotFoundError, 114, 239
- IndexError, 76
- KeyError, 79, 141
- ModuleNotFoundError, 200, 301, 434
- NameError, 45, 90
- SyntaxError, 15, 34, 56
- TypeError, 78, 427
- ValueError, 48, 103, 154, 232, 264
- ZeroDivisionError, 286
Excel files, 196, 199, 223, 240, 296
exception, 15, 101, 176, 232, 252
file extension, 186, 433
files
- reading, 113
- writing, 107, 114
Flask, 321, 322, 343, 417
float, 41, 97, 109, 199, 225
flowchart, 6
for loop, 65, 76, 324
f-string, 44, 84, 146, 173, 228
function, 89, 90, 93, 94
GET and POST, 259, 325
GitHub, 7, 18, 37, 50, 62
glob(), 408
HTML, 215, 321, 417
IDE, 27
if statement, 61, 105, 214, 324
import, 71, 98, 121, 126, 302
indentation, 15, 27, 53, 90
index (position), 75, 278
inheritance, 158, 171, 252
input(), 35, 43, 91, 198, 239
instance, 140, 149, 173, 210
instance variable, 149
integer, 41, 91, 198, 220
interactive shell, 26, 42, 53, 276
interpreter, 13, 31, 38, 298, 433
Jinja, 324
JSON, 250, 261, 262, 264
lambda, 109, 132, 313, 384
len(), 68, 91
list, 65, 75, 379, 398, 430
list comprehension, 94, 246
logging, 107, 115, 170, 173, 175
machine learning, 17, 301, 332, 335, 389
macOS, 20, 25, 239, 434
matplotlib, 332, 411, 418
method, 57, 77, 139, 144, 325
module, 15, 125, 127, 350, 431
None, 53, 85, 92, 101
object, 114, 140, 163, 209
open(), 113, 167
PATH, 21, 433
pathlib, 116, 125, 173, 193, 239
PDF files, 223, 224, 226, 370, 385
Pillow, 370
pip, 26, 200, 298, 434
pipeline, 191, 261, 264, 265
Playwright, 391, 417
print(), 13, 38, 43, 91, 146
pytest, 286, 296, 310, 334
Python install manager, 21, 25, 433
Python Virtual Machine, 15
raise, 106, 160, 178, 269, 292
random, 5, 16, 34, 73, 126
range(), 65, 76, 91
regular expressions, 206, 209, 223, 320
relative path, 116, 245
requests, 206, 232, 237, 251
requirements.txt, 299, 422
return, 62, 91, 93, 106, 135
route, 2, 21, 323, 324
scheduling, 117, 180, 239
scikit-learn, 337, 418
scraping, 254, 391, 417
self, 131, 143, 174, 292
set, 6, 12, 75, 80, 430
shutil, 118, 125, 173, 186, 354
slicing, 76, 199, 218, 343
sorted(), 76, 185
string, 41, 43, 44, 198, 210
string methods, 57, 114, 186, 214, 225
super(), 159
templates, 324, 354
terminal, 21, 23, 30, 350, 433
testing, 285, 286, 288, 316
traceback, 15, 102, 175, 277
try and except, 97, 103, 114, 180, 237
tuple, 58, 75, 77, 92, 430
type(), 41
variable, 24, 39, 149, 429
virtual environment, 296, 297, 300, 434
VS Code, 27, 28, 30, 432, 434
- Python extension, 29, 434
- Run button, 30, 69, 434
while loop, 66
Windows, 20, 21, 239, 433
Word documents, 219, 227, 296, 379
working directory, 115, 239
zip(), 257