geekcomputers/Python

7.8

Adjusted Score

7.8

Raw Score

100%

Time Factor

2026-07-08

Last Push

35.2K

Stars

Python

Language

188.8K

Lines of Code

965

Files

869

Pattern Hits

2026-07-14

Scan Date

0.05

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 0HIGH 46MEDIUM 214LOW 609

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 869 distinct pattern matches across 23 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Excessive Try-Catch Wrapping199 hits · 289 pts

Severity	File	Line	Snippet	Context
LOW	recyclebin.py	29	except Exception:	CODE
LOW	diction.py	31	except Exception:	CODE
LOW	smart_file_organizer.py	90	except Exception as e:	CODE
LOW	create_dir_if_not_there.py	29	except Exception as e:	CODE
MEDIUM	GroupSms_Way2.py	42	print("Error while logging in.")	CODE
MEDIUM	GroupSms_Way2.py	61	print("Error while sending message")	CODE
LOW	news_articles__scraper.py	41	except Exception:	CODE
LOW	news_articles__scraper.py	94	except Exception as error:	CODE
LOW	news_articles__scraper.py	162	except Exception:	CODE
LOW	news_articles__scraper.py	198	except Exception:	CODE
LOW	get_youtube_view.py	30	except Exception as e:	CODE
MEDIUM	batch_file_rename.py	18	print(f"Error: {work_dir} is not a valid directory.", file=sys.stderr)	CODE
MEDIUM⚡	Collatz-Conjecture.py	46	print("Error: Could not convert to integer.")	CODE
MEDIUM⚡	Collatz-Conjecture.py	52	print("Error: Numbers zero and below are not calculable.")	CODE
MEDIUM⚡	Collatz-Conjecture.py	55	print("Error: Infinity is not calculable.")	CODE
LOW	wiki_random.py	47	except Exception:	CODE
LOW	photo_timestamp_renamer.py	33	except Exception:	CODE
LOW	photo_timestamp_renamer.py	84	except Exception:	CODE
MEDIUM	tweeter.py	28	print(f"Error posting tweet: {e}")	CODE
MEDIUM	tweeter.py	40	print(f"Error posting tweet with picture: {e}")	CODE
MEDIUM	time_delta.py	108	print(f"Error: {e}")	CODE
LOW	time_delta.py	109	except Exception as e:	CODE
LOW	mobilePhoneSpecsScrapper.py	37	except Exception:	CODE
LOW⚡	mobilePhoneSpecsScrapper.py	92	except Exception as error:	CODE
LOW	chaos.py	14	except Exception:	CODE
MEDIUM	sqlite_check.py	28	print("Error %s:" % e.args[0])	CODE
LOW	CliYoutubeDownloader.py	87	except Exception as e:	CODE
MEDIUM⚡	binary_search_tree.py	111	print("Error Left")	CODE
MEDIUM	NumPy Array Exponentiation.py	50	print("Error: Shape of the given arrays is not equal.")	CODE
MEDIUM	sendemail.py	61	print("An error occurred: %s" % error)	CODE
LOW	Timetable_Operations.py	48	except Exception as e:	CODE
LOW⚡	voice.py	19	except Exception as e:	CODE
LOW	Snake-Water-Gun-Game.py	26	except Exception as e:	STRING
MEDIUM⚡	new_pattern.py	11	print(f"Error: Please enter a valid integer number. {e}")	CODE
MEDIUM⚡	new_pattern.py	13	print(f"Error: {e}")	CODE
LOW⚡	new_pattern.py	14	except Exception as e:	CODE
MEDIUM	convert_wind_direction_to_degrees.py	15	print(f"Error: {ve}")	CODE
LOW	youtubedownloader.py	25	except Exception:	CODE
MEDIUM	youtubedownloader.py	13	def download():	CODE
LOW	nDigitNumberCombinations.py	9	except Exception:	CODE
MEDIUM	nDigitNumberCombinations.py	2	def nDigitCombinations(n):	CODE
LOW	news_oversimplifier.py	69	except Exception as e:	CODE
LOW	image_compressor.py	39	except Exception as e:	CODE
MEDIUM	image_compressor.py	51	print(f"Error: File '{target_file}' not found.")	CODE
LOW	random_file_move.py	65	except Exception as e:	CODE
LOW	Anonymous_TextApp.py	90	except Exception as e:	CODE
MEDIUM	Anonymous_TextApp.py	91	print(f"Error loading image: {e}")	CODE
LOW	currency converter/main.py	22	except Exception:	CODE
LOW	Python_chatting_application/server.py	26	except Exception:	CODE
LOW	Python_chatting_application/client.py	20	except Exception as error:	CODE
LOW	Python_chatting_application/client.py	32	except Exception as error:	CODE
MEDIUM⚡	Assembler/assembler.py	1062	print("Error: Not found label!")	CODE
MEDIUM⚡	Assembler/assembler.py	1069	print("Error: expected a label!")	CODE
MEDIUM⚡	Assembler/assembler.py	1079	print("Error: Not found argument!")	CODE
MEDIUM⚡	Assembler/assembler.py	1088	print("Error: Not found register!")	CODE
MEDIUM⚡	Assembler/assembler.py	1121	print("Error: Not found argument")	CODE
MEDIUM⚡	Assembler/assembler.py	1130	print("Error: Not found argument")	CODE
MEDIUM⚡	Assembler/assembler.py	1140	print("Error: Not found db-keyword")	CODE
MEDIUM⚡	Assembler/assembler.py	1149	print("Error: Not found subprogram label")	CODE
MEDIUM⚡	Assembler/assembler.py	1160	print("Error: Unknown subprogram!")	CODE
139 more matches not shown…

Unused Imports190 hits · 190 pts

Severity	File	Line	Context
LOW	recyclebin.py	1	CODE
LOW	recyclebin.py	5	CODE
LOW	password_checker_code.py	1	CODE
LOW	script_count.py	1	CODE
LOW	merge.py	1	CODE
LOW	GroupSms_Way2.py	1	CODE
LOW	Pomodoro (tkinter).py	1	CODE
LOW	get_likes_on_FB.py	1	CODE
LOW	Mp3_media_player.py	7	CODE
LOW	photo_timestamp_renamer.py	19	CODE
LOW	powerup_checks.py	1	CODE
LOW	Calendar (GUI).py	1	CODE
LOW	blackJackGUI.py	1	CODE
LOW	agecalculator.py	4	CODE
LOW	tweeter.py	1	CODE
LOW	WikipediaModule.py	7	CODE
LOW	password_cracker.py	1	CODE
LOW	password_cracker.py	19	CODE
LOW	sqlite_check.py	1	CODE
LOW	thread_signal.py	1	CODE
LOW	CliYoutubeDownloader.py	1	CODE
LOW	internet_connection_py3.py	1	CODE
LOW	polygon.py	3	CODE
LOW	EncryptionTool.py	5	CODE
LOW	nmap_scan.py	1	CODE
LOW	portscanner.py	1	CODE
LOW	portscanner.py	4	CODE
LOW	portscanner.py	5	CODE
LOW	TTS.py	1	CODE
LOW	psunotify.py	1	CODE
LOW	check_for_sqlite_files.py	11	CODE
LOW	digital_clock.py	10	CODE
LOW	digital_clock.py	11	CODE
LOW	sendemail.py	1	CODE
LOW	convert_time.py	1	CODE
LOW	slack_message.py	1	CODE
LOW	memorygame.py	1	CODE
LOW	memorygame.py	2	CODE
LOW	ping_subnet.py	1	CODE
LOW	pyhton_array.py	1	CODE
LOW	pan.py	3	CODE
LOW	gui_calculator.py	2	CODE
LOW	ping_servers.py	1	CODE
LOW	check_file.py	11	CODE
LOW	dir_test.py	9	CODE
LOW	python_sms.py	1	CODE
LOW	RandomDice.py	6	CODE
LOW	Crack_password.py	1	CODE
LOW	wikipedia.py	2	CODE
LOW	new_script.py	1	CODE
LOW	randomloadingmessage.py	4	CODE
LOW	fileinfo.py	12	CODE
LOW	Organise.py	1	CODE
LOW	currency converter/main.py	2	CODE
LOW	currency converter/main.py	3	CODE
LOW	currency converter/main.py	4	CODE
LOW	currency converter/main.py	6	CODE
LOW	Assembler/assembler.py	1	CODE
LOW	remoteok_jobs_scraper/remoteok_jobs.py	2	CODE
LOW	Password Manager Using Tkinter/main.py	4	CODE
130 more matches not shown…

Self-Referential Comments59 hits · 175 pts

Severity	File	Line	Snippet	Context
MEDIUM	news_articles__scraper.py	73	# Create a dataset for storing the news articles	COMMENT
MEDIUM	news_articles__scraper.py	145	TOIarticle_links = [] # Creating an empty list of all the urls of news from Times of India site	CODE
MEDIUM	snake_case_renamer_depth_one.py	72	# Create a parser for command-line arguments	COMMENT
MEDIUM	powerup_checks.py	26	) # Create the variable by linking the path and the file	CODE
MEDIUM	powerup_checks.py	30	) # Create the variable by linking the path and the file	CODE
MEDIUM	powerup_checks.py	83	cursor = conn.cursor() # Create the cursor	CODE
MEDIUM	jee_result.py	6	# Create a Browser	COMMENT
MEDIUM	time_delta.py	48	# Define the format string to match the input timestamp format	COMMENT
MEDIUM	find_cube_root.py	1	# This method is called exhaustive numeration!	COMMENT
MEDIUM	nmap_scan.py	17	def nmapScan(tgtHost, tgtPort): # Create the function, this fucntion does the scanning	CODE
MEDIUM	digital_clock.py	24	# This function is used to	COMMENT
MEDIUM	Todo_GUi.py	21	# Create the main window	COMMENT
MEDIUM	Todo_GUi.py	33	# Create the button	COMMENT
MEDIUM	Hangman.py	32	# Create a while loop	COMMENT
MEDIUM	vigenere_cipher.py	19	# Define the offset and the encrypted/decrypted letter	COMMENT
MEDIUM⚡	voice.py	6	# Define the text you want to convert to speech	COMMENT
MEDIUM⚡	voice.py	11	# Create a gTTS object	COMMENT
MEDIUM	puttylogs.py	24	) # Create the Variable files1, this is the files in the directory, then we add a suffix with the date and the	CODE
MEDIUM	logs.py	22	) # Create the Variable files1, this is the files in the directory, then we add a suffix with the date and the	CODE
MEDIUM	Divide Operator.py	43	# Create a DivisionOperation object and pass num1, num2 as arguments	COMMENT
MEDIUM	stack.py	39	# Create a empty stack	COMMENT
MEDIUM	daily_checks.py	72	filename = sys.argv[0] # Create the variable filename	CODE
MEDIUM	8_puzzle.py	31	# Create a lookup table for goal tile positions	COMMENT
MEDIUM	movie_details.py	6	# Create a Browser	COMMENT
MEDIUM	url_shortner.py	1	# Importing the required libraries.	COMMENT
MEDIUM	url_shortner.py	10	# Creating an instance of the pyshorteners library.	COMMENT
MEDIUM	Strings.py	5	# Creating a String	COMMENT
MEDIUM	Strings.py	11	# Creating a String	COMMENT
MEDIUM	Sorting Algorithms/quick_sort.py	27	# Create a helper function that will be called recursively	COMMENT
MEDIUM	Sorting Algorithms/heap_sort.py	26	# Create a Max Heap from the list	COMMENT
MEDIUM	Sorting Algorithms/Counting-sort.py	22	# Create a count list and using the index to map to the integer in tlist.	COMMENT
MEDIUM	text_to_audio/main.py	196	# # Create an instance of gTTS class	COMMENT
MEDIUM	BoardGame-CLI/python.py	3	# Define the game board with snakes and ladders	COMMENT
MEDIUM	binary_search_trees/main.py	13	# Create a BST	COMMENT
MEDIUM	Translator/translator.py	16	# Creating a Frame and Grid to hold the Content	COMMENT
MEDIUM	text-to-audio/text-file-to-audio.py	15	# Create an instance of gTTS class	COMMENT
MEDIUM	text-to-audio/main.py	10	# Create an instance of gTTS class	COMMENT
MEDIUM	Colors/multicoloredline.py	37	# Create a rich table	COMMENT
MEDIUM	…ractThumbnailFromVideo/extract_thumbnail_from_video.py	43	thumbnail_filename = f"{os.path.basename(video_path)}_thumbnail.jpg" # Create a filename for the thumbnail	CODE
MEDIUM	Flappy Bird - created with tkinter/Bird.py	51	# Define a decida e subida do pássaro com base na altura do background	COMMENT
MEDIUM	Flappy Bird - created with tkinter/Tubes.py	104	# Define a posição X que o tubo de cima aparecerá inicialmente no background	COMMENT
MEDIUM	Flappy Bird - created with tkinter/Tubes.py	133	# Define a posição Y do corpo do tubo de cima	COMMENT
MEDIUM	Flappy Bird - created with tkinter/Tubes.py	159	# Define a altura da imagem do corpo do tubo de baixo	COMMENT
MEDIUM	Flappy Bird - created with tkinter/Tubes.py	171	# Define a posição Y do corpo do tubo de baixo	COMMENT
MEDIUM	Flappy Bird - created with tkinter/Tubes.py	184	# Define a distância como sendo ZERO	COMMENT
MEDIUM	file_handle/File handle text/counter.py	25	# Define the initial count of the lower and upper case.	COMMENT
MEDIUM	.circleci/config.yml	5	# Define a job to be invoked later in a workflow.	COMMENT
MEDIUM	1 File handle/File handle text/counter.py	13	# Define the initial count of the lower and upper case.	COMMENT
MEDIUM	…/tkinter_apps/simple_calc_GUI/simple_calculator_GUI.py	64	# Initialize the expression variable	COMMENT
MEDIUM	…/tkinter_apps/simple_calc_GUI/simple_calculator_GUI.py	90	global gui # Creating a global variable	CODE
MEDIUM	…/tkinter_apps/simple_calc_GUI/simple_calculator_GUI.py	99	global gui # Creating a global variable	CODE
MEDIUM	…_sort/GUI_apps/tkinter_apps/counter_app/counter_app.py	4	# Import the required libraries	COMMENT
MEDIUM⚡	…_sort/GUI_apps/tkinter_apps/counter_app/counter_app.py	19	# Create the widgets	COMMENT
MEDIUM⚡	…_sort/GUI_apps/tkinter_apps/counter_app/counter_app.py	22	# Create the widgets	COMMENT
MEDIUM⚡	…_sort/GUI_apps/tkinter_apps/counter_app/counter_app.py	24	# Create a frame to hold the widgets	COMMENT
MEDIUM⚡	…_sort/GUI_apps/tkinter_apps/counter_app/counter_app.py	29	# Create a label to display the counter	COMMENT
MEDIUM	…_sort/GUI_apps/tkinter_apps/counter_app/counter_app.py	64	# Create the root window	COMMENT
MEDIUM	…_sort/GUI_apps/tkinter_apps/counter_app/counter_app.py	66	# Create an instance of the application	COMMENT
MEDIUM	…chourasia/to_sort/pdf_to_docx_converter/pdf_to_docx.py	2	# Import the required modules	COMMENT

Decorative Section Separators55 hits · 164 pts

Severity	File	Line	Snippet	Context
MEDIUM	encrypter_decrypter_gui.py	2	# =============================================================	COMMENT
MEDIUM	encrypter_decrypter_gui.py	8	# =============================================================	COMMENT
MEDIUM	encrypter_decrypter_gui.py	103	# ==============================	COMMENT
MEDIUM	encrypter_decrypter_gui.py	256	# =============================================================	COMMENT
MEDIUM	diceV2_dynamic.py	22	# =====================================================================	COMMENT
MEDIUM	diceV2_dynamic.py	77	# =================================================================	COMMENT
MEDIUM	time_delta.py	7	# -----------------------------------------------------------------------------	COMMENT
MEDIUM	time_delta.py	32	# ------------------------------------------------------------------------------	COMMENT
MEDIUM⚡	calculator-gui.py	6	# ===================================================	COMMENT
MEDIUM⚡	calculator-gui.py	16	# ----------------------	COMMENT
MEDIUM⚡	calculator-gui.py	24	# ------------------------------------	COMMENT
MEDIUM	calculator-gui.py	167	# ==============================================	COMMENT
MEDIUM	calculator-gui.py	386	# -----------------	COMMENT
MEDIUM	calculator-gui.py	389	# -----------------------------	COMMENT
MEDIUM	calculator-gui.py	404	# -----------------------	COMMENT
MEDIUM⚡	python_sms.py	50	# -----------------------------------	COMMENT
MEDIUM⚡	python_sms.py	52	# -----------------------------------	COMMENT
MEDIUM	encrypter-decrypter-gui.py	2	# =============================================================	COMMENT
MEDIUM	encrypter-decrypter-gui.py	8	# =============================================================	COMMENT
MEDIUM	encrypter-decrypter-gui.py	103	# ==============================	COMMENT
MEDIUM	encrypter-decrypter-gui.py	256	# =============================================================	COMMENT
MEDIUM	Weather Scrapper/weather.py	27	# -----------------------------------------------------	COMMENT
MEDIUM	Weather Scrapper/weather.py	42	# -----------------------------------------------------	COMMENT
MEDIUM	Colors/primary_colors.py	170	# ---------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	Colors/primary_colors.py	172	# --------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	bank_managment_system/QTFrontend.py	32	# -------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	bank_managment_system/QTFrontend.py	34	# -------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	bank_managment_system/QTFrontend.py	1186	# ------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	bank_managment_system/QTFrontend.py	1188	# ------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	bank_managment_system/QTFrontend.py	1333	# ------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	bank_managment_system/QTFrontend.py	1335	# ------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	bank_managment_system/QTFrontend.py	1758	# -------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	bank_managment_system/QTFrontend.py	240	# -------------------------------------------------------------------------------------------------------------	STRING
MEDIUM	bank_managment_system/QTFrontend.py	242	# -------------------------------------------------------------------------------------------------------------	STRING
MEDIUM	bank_managment_system/QTFrontend.py	1093	# -------------------------------------------------------------------------------------------------------------	STRING
MEDIUM	bank_managment_system/QTFrontend.py	1095	# -------------------------------------------------------------------------------------------------------------	STRING
MEDIUM	primelib/primelib.py	90	# ------------------------------------------	COMMENT
MEDIUM	primelib/primelib.py	123	# --------------------------------	COMMENT
MEDIUM	primelib/primelib.py	150	# -----------------------------------------	COMMENT
MEDIUM	primelib/primelib.py	191	# -----------------------------------------	COMMENT
MEDIUM	primelib/primelib.py	218	# ----------------------------------------------	COMMENT
MEDIUM	primelib/primelib.py	245	# ----------------------	COMMENT
MEDIUM	primelib/primelib.py	261	# ------------------------	COMMENT
MEDIUM	primelib/primelib.py	277	# ------------------------	COMMENT
MEDIUM	primelib/primelib.py	330	# ----------------------------------------------	COMMENT
MEDIUM	primelib/primelib.py	363	# ----------------------------------------------------	COMMENT
MEDIUM	primelib/primelib.py	435	# ----------------------------------	COMMENT
MEDIUM	primelib/primelib.py	469	# ---------------------------------------------------	COMMENT
MEDIUM	primelib/primelib.py	512	# ----------------------------------------------------	COMMENT
MEDIUM	primelib/primelib.py	536	# ----------------------------------------------------	COMMENT
MEDIUM	primelib/primelib.py	563	# ------------------------------------------------------------	COMMENT
MEDIUM	primelib/primelib.py	593	# -----------------------------------------------------------------	COMMENT
MEDIUM	primelib/primelib.py	613	# -------------------------------------------------------------------	COMMENT
MEDIUM	Emoji Dictionary/emoji_dictionary.py	3	# -----------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	Emoji Dictionary/emoji_dictionary.py	9	# -----------------------------------------------------------------------------------------------	COMMENT

Cross-Language Confusion18 hits · 118 pts

Severity	File	Line	Snippet	Context
HIGH	inheritance_YahV1729.py	23	# Here we return true	COMMENT
HIGH	balance_parenthesis.py	39	s.push(paren)	CODE
HIGH	Infix_to_Postfix.py	63	self.push(i)	CODE
HIGH	Infix_to_Postfix.py	80	self.push(i)	CODE
HIGH	singly_linked_list.py	37	if pos < 0 or pos > self.length():	CODE
HIGH	singly_linked_list.py	42	elif pos == self.length() - 1:	CODE
HIGH	singly_linked_list.py	75	if pos < 0 or pos > self.length():	CODE
HIGH	singly_linked_list.py	81	elif pos == self.length() - 1:	CODE
HIGH⚡	Sorting Algorithims/heapsort_linkedlist.py	71	linked_list.push(12)	CODE
HIGH⚡	Sorting Algorithims/heapsort_linkedlist.py	72	linked_list.push(11)	CODE
HIGH⚡	Sorting Algorithims/heapsort_linkedlist.py	73	linked_list.push(13)	CODE
HIGH⚡	Sorting Algorithims/heapsort_linkedlist.py	74	linked_list.push(5)	CODE
HIGH⚡	Sorting Algorithims/heapsort_linkedlist.py	75	linked_list.push(6)	CODE
HIGH⚡	Sorting Algorithims/heapsort_linkedlist.py	76	linked_list.push(7)	CODE
HIGH⚡	…on Programs/Python Program to Reverse a linked list.py	45	llist.push(20)	CODE
HIGH⚡	…on Programs/Python Program to Reverse a linked list.py	46	llist.push(4)	CODE
HIGH⚡	…on Programs/Python Program to Reverse a linked list.py	47	llist.push(15)	CODE
HIGH⚡	…on Programs/Python Program to Reverse a linked list.py	48	llist.push(85)	CODE

Deep Nesting117 hits · 114 pts

Severity	File	Line	Context
LOW	diction.py	39	CODE
LOW	tf_idf_generator.py	73	CODE
LOW	encrypter_decrypter_gui.py	222	CODE
LOW	soundex_algorithm.py	1	CODE
LOW	check_prime.py	21	CODE
LOW	balance_parenthesis.py	32	CODE
LOW	wiki_random.py	29	CODE
LOW	photo_timestamp_renamer.py	49	CODE
LOW	scalg.py	30	CODE
LOW	Guessing_Game.py	5	CODE
LOW	tik_tak.py	25	CODE
LOW	tik_tak.py	77	CODE
LOW	binary_search_tree.py	266	CODE
LOW	binary_search_tree.py	25	CODE
LOW	binary_search_tree.py	49	CODE
LOW	binary_search_tree.py	69	CODE
LOW	FizzBuzz.py	9	CODE
LOW	sha1.py	56	CODE
LOW	Base Converter Number system.py	8	CODE
LOW	googleweb.py	11	CODE
LOW	number guessing.py	13	CODE
LOW	generate_permutations.py	1	CODE
LOW	simple_calculator.py	38	CODE
LOW	Sanke-water-gun game.py	75	CODE
LOW	file_ext_changer.py	9	CODE
LOW	Infix_to_Postfix.py	53	CODE
LOW	factorial_perm_comp.py	29	CODE
LOW	spotifyAccount.py	60	CODE
LOW	calc_area.py	4	CODE
LOW	daily_horoscope.py	11	CODE
LOW	wifi hack by brutefore.py	52	CODE
LOW	wifi hack by brutefore.py	103	CODE
LOW	gui_calculator.py	104	CODE
LOW	news_oversimplifier.py	13	CODE
LOW	pythonVideoDownloader.py	34	CODE
LOW	Credit_Card_Validator.py	9	CODE
LOW	serial_scanner.py	17	CODE
LOW	encrypter-decrypter-gui.py	222	CODE
LOW	scrap_file.py	9	CODE
LOW	Tic-Tac-Toe Games/tic-tac-toe5.py	174	CODE
LOW	Tic-Tac-Toe Games/tic-tac-toe3.py	40	CODE
LOW	Tic-Tac-Toe Games/tic-tac-toe3.py	69	CODE
LOW	Tic-Tac-Toe Games/tic-tac-toe6.py	131	CODE
LOW	Sorting Algorithms/merge_sort.py	1	CODE
LOW	Sorting Algorithms/Cycle Sort.py	4	CODE
LOW	Personal-Expense-Tracker/expense_tracker.py	20	CODE
LOW	Personal-Expense-Tracker/expense_tracker.py	109	CODE
LOW	Assembler/assembler.py	759	CODE
LOW	rearrange-files/rearrange-files.py	22	CODE
LOW	Laundary System/code.py	36	CODE
LOW	BoardGame-CLI/uno.py	126	CODE
LOW	BoardGame-CLI/snakeLadder.py	40	CODE
LOW	BoardGame-CLI/snakeLadder.py	118	CODE
LOW	BoardGame-CLI/snakeLadder.py	141	CODE
LOW	BlackJack_game/blackjack.py	69	CODE
LOW	BlackJack_game/blackjack_simulate.py	546	CODE
LOW	BlackJack_game/blackjack_simulate.py	590	CODE
LOW	binary_search_trees/delete_a_node_in_bst.py	7	CODE
LOW	insta_monitering/insta_datafetcher.py	167	CODE
LOW	Windows_Wallpaper_Script/wallpaper_extract.py	87	CODE
57 more matches not shown…

Redundant / Tautological Comments59 hits · 100 pts

Severity	File	Line	Snippet	Context
LOW	power_of_n.py	1	# Assign values to author and version.	COMMENT
LOW	area_of_square_app.py	45	# Check if the result is a float and remove unnecessary zeros	COMMENT
LOW	snake_case_renamer_depth_one.py	49	# Check if the new filename is different from the old filename	COMMENT
LOW	snake_case_renamer_depth_one.py	51	# Check if the new filename already exists in the directory	COMMENT
LOW	powerup_checks.py	95	f.close() # Close the file	CODE
LOW	binary_search_tree.py	27	# Check if tree has root with None value	COMMENT
LOW	binary_search_tree.py	71	# Check if node exists	COMMENT
LOW	binary_search_tree.py	73	# Check if node is the Root node	COMMENT
LOW⚡	binary_search_tree.py	87	# Check if node is to left of its parent	COMMENT
LOW⚡	binary_search_tree.py	89	# Check if node is leaf node	COMMENT
LOW⚡	binary_search_tree.py	93	# Check if node has child at left and None at right	COMMENT
LOW⚡	binary_search_tree.py	97	# Check if node has child at right and None at left	COMMENT
LOW⚡	binary_search_tree.py	113	# Check if node is to right of its parent	COMMENT
LOW⚡	binary_search_tree.py	121	# Check if node has left child at None at right	COMMENT
LOW⚡	binary_search_tree.py	125	# Check if node has right child at None at left	COMMENT
LOW	is_number.py	6	# Assign values to author and version.	COMMENT
LOW	python_webscraper.py	11	# Set all_h1_tags to all h1 tags of the soup	COMMENT
LOW	Infix_to_Postfix.py	31	# Push the element to the stack	COMMENT
LOW	Infix_to_Postfix.py	41	# Check if the precedence of operator is strictly	COMMENT
LOW	webcam.py	41	# Display the resulting frame	COMMENT
LOW	youtubedownloader.py	20	if filename: # Check if a filename is selected	CODE
LOW	daily_checks.py	44	# Open the file server_list.txt, loop through reading each line	COMMENT
LOW	image_compressor.py	16	# Check if file is an image	COMMENT
LOW	nslookup_check.py	13	for server in open("server_list.txt"): # Open the file and read each line	CODE
LOW⚡	python_sms.py	47	# Set flag to 1 to simulate sending, this saves your credits while you are testing your code. # To send real message	COMMENT
LOW	Calculator with simple ui.py	80	# Check if choice is one of the four options	COMMENT
LOW	Sorting Algorithms/Cycle Sort.py	7	# Loop through the array to find cycles to rotate.	COMMENT
LOW	password_programs_multiple/animal_name_scraiper.py	46	# Check if the next sibling exists and if it's not a <br> element	COMMENT
LOW	BoardGame-CLI/python.py	43	# Check if the new position is a ladder or a snake	COMMENT
LOW	BoardGame-CLI/python.py	51	# Check if the new position exceeds the board size	COMMENT
LOW	binary_search_trees/main.py	31	# Check if the tree is a BST	COMMENT
LOW	binary_search_trees/main.py	43	# Check if the tree is a BST	COMMENT
LOW	binary_search_trees/main.py	55	# Check if the tree is a BST	COMMENT
LOW	binary_search_trees/main.py	67	# Check if the tree is a BST	COMMENT
LOW⚡	HTML_to_PDF/main.py	28	# Check if the HTML file exists before proceeding	COMMENT
LOW	PDF/images.py	30	# Check if Width is greater than height so to know the image is in landscape or else in potrait	COMMENT
LOW	Hand-Motion-Detection/hand_motion_recognizer.py	25	# Set flag to true	COMMENT
LOW	Face and eye Recognition/face_recofnation_first.py	37	# Display the resulting frame	COMMENT
LOW	Wordle/wordle.py	16	# Check if the current word is 5 characters long	STRING
LOW⚡	Wordle/wordle.py	46	# Set tries to 0	COMMENT
LOW⚡	Wordle/wordle.py	51	# Check if the user has used all of their tries	COMMENT
LOW⚡	Wordle/wordle.py	58	# Check if user wants to exit the program	COMMENT
LOW⚡	Wordle/wordle.py	62	# Check if the word given by the user is 5 characters long	COMMENT
LOW⚡	Wordle/wordle.py	67	# Check if the word given by the user is in the dictionary	COMMENT
LOW⚡	Wordle/wordle.py	72	# Check if the word given by the user is correct	COMMENT
LOW⚡	Wordle/wordle.py	83	# Check if letter is already checked	COMMENT
LOW⚡	Wordle/wordle.py	89	# Check if letter has been checkd more or equal to the ammount of these letters inside of the word	COMMENT
LOW⚡	Wordle/wordle.py	93	# Check if cont is true	COMMENT
LOW⚡	Wordle/wordle.py	102	# Check if letter is in word	COMMENT
LOW⚡	Wordle/wordle.py	105	# Check if letter is in the correct position	COMMENT
LOW	Wordle/wordle.py	118	# Check if there has already been an answer returned	COMMENT
LOW	very_easy/is_number.py	6	# Assign values to author and version.	COMMENT
LOW	bank_managment_system/QTFrontend.py	1484	# Add pages to stacked widget	COMMENT
LOW	JARVIS/JARVIS_2.0.py	35	import pyttsx3 # Check if already installed	CODE
LOW	simple_calculator/simple_calculator.py	37	# Check if the choice is valid	COMMENT
LOW	simple_calculator/simple_calculator.py	56	# Check if the user wants another calculation	COMMENT
LOW	JustDialScrapperGUI/Justdial Scrapper GUI.py	127	# Check if reached end of result	COMMENT
LOW	…y-haarcascade-mustache-on-face/mustache-add-on-face.py	35	# Display the resulting frame	COMMENT
LOW	…karshchourasia/to_sort/JARVIS_python_bot/JARVIS_2.0.py	34	import pyttsx3 # Check if already installed	CODE

Cross-File Repetition13 hits · 65 pts

Severity	File	Snippet	Context
HIGH	size(resolution)image.py	"this function prints the resolution of the jpeg image file passed into it	STRING
HIGH	Image_resize.py	"this function prints the resolution of the jpeg image file passed into it	STRING
HIGH	FindingResolutionOfAnImage.py	"this function prints the resolution of the jpeg image file passed into it	STRING
HIGH	AutoComplete_App/backend.py	returns - none input - none ---------- - initialize database. we use sqlite3 - check if the tables exist, if not create	STRING
HIGH	Search_Engine/backend.py	returns - none input - none ---------- - initialize database. we use sqlite3 - check if the tables exist, if not create	STRING
HIGH	QuestionAnswerVirtualAssistant/backend.py	returns - none input - none ---------- - initialize database. we use sqlite3 - check if the tables exist, if not create	STRING
HIGH	Flappy Bird - created with tkinter/Bird.py	retorna um objeto da classe pil.imagetk.photoimage de uma imagem e as imagens criadas de pil.image (photoimage, new, ori	STRING
HIGH	Flappy Bird - created with tkinter/Background.py	retorna um objeto da classe pil.imagetk.photoimage de uma imagem e as imagens criadas de pil.image (photoimage, new, ori	STRING
HIGH	Flappy Bird - created with tkinter/Tubes.py	retorna um objeto da classe pil.imagetk.photoimage de uma imagem e as imagens criadas de pil.image (photoimage, new, ori	STRING
HIGH	file_handle/File handle text/question 6.py	write a function in python to count the number of lowercase alphabets present in a text file “happy.txt	STRING
HIGH	1 File handle/File handle text/question 6.py	write a function in python to count the number of lowercase alphabets present in a text file “happy.txt	STRING
HIGH	file_handle/File handle text/question 5.py	write a function in python to count the number of lowercase alphabets present in a text file “happy.txt	STRING
HIGH	1 File handle/File handle text/question 5.py	write a function in python to count the number of lowercase alphabets present in a text file “happy.txt	STRING

Over-Commented Block45 hits · 45 pts

Severity	File	Line	Snippet	Context
LOW	binod.py	1	# patch-1	COMMENT
LOW	area_of_square_app.py	101	print(truncated_area)	COMMENT
LOW	area_of_square_app.py	121	# README.md file is also needed.	COMMENT
LOW	time_delta.py	1	"""	COMMENT
LOW	binary_search_tree.py	361	print(depth(t.root))	COMMENT
LOW	binary_search_tree.py	381	# print(vertical_middle_level(t.root))	COMMENT
LOW	advanced_calculator.py	361	# os.system("cls")	COMMENT
LOW	…urrent weather of any city using openweathermap API.py	21	# get method of requests module	COMMENT
LOW	slack_message.py	21	# raise ValueError(	COMMENT
LOW	helloworld.py	21	"make sure to use the same type of quotes(quotation marks or apostrophes)at the end that you used at the start"	COMMENT
LOW	equations.py	1	###	COMMENT
LOW	Chrome Dino Automater.py	41	# print(aarray(image))	COMMENT
LOW	solution to euler project problem 10.py	1	##author-slayking1965	COMMENT
LOW	solution to euler project problem 10.py	21	# >>> solution(2_000_000)	COMMENT
LOW	solution to euler project problem 10.py	41	# >>> solution(-7) # doctest: +ELLIPSIS	COMMENT
LOW	solution to euler project problem 10.py	61	# for j in range(i * i, n + 1, i):	COMMENT
LOW	Sorting Algorithms/Iterative Merge Sort.py	1	# Iterative Merge sort (Bottom Up)	COMMENT
LOW	Patterns/patterns.py	1	# Lets say we want to print a combination of stars as shown below.	COMMENT
LOW	Patterns/half triangle pattern.py	1	# (upper half - repeat)	COMMENT
LOW	password_programs_multiple/animal_name_scraiper.py	21	# To store the titles of animals	COMMENT
LOW	password_programs_multiple/animal_name_scraiper.py	61	# title = container.find("h2", class_="wp-block-heading")	COMMENT
LOW	LinkedLists all Types/singly_linked_list.py	221	"__dir__",	COMMENT
LOW	text_to_audio/main.py	21	# import pygame	COMMENT
LOW	text_to_audio/main.py	101	# # .exists() is a method in Path class	COMMENT
LOW	text_to_audio/main.py	121	# file_path = input("Enter the file path: ")	COMMENT
LOW	text_to_audio/main.py	181	# Will later put other pdf and word2docx vectorisations.	COMMENT
LOW	text_to_audio/main.py	201	# print("Audio Saved")	COMMENT
LOW	insta_monitering/insta_api.py	101	# class SenderHandlerinsta(tornado.web.RequestHandler):	COMMENT
LOW	repo_website/docs/README_og.md	681	# can write your own, and import them. The name of the	COMMENT
LOW	repo_website/docs/README_og.md	781	i.age = 42	COMMENT
LOW	VoiceAssistant/Project_Basic_struct/speakListen.py	181	# hear()	COMMENT
LOW	Quizzler Using Tkinter and Trivia DB API/data_static.py	101	# {	COMMENT
LOW	Quizzler Using Tkinter and Trivia DB API/data_static.py	121	# "correct_answer": "Toy software",	COMMENT
LOW	Quizzler Using Tkinter and Trivia DB API/data_static.py	141	# "Strict adherence to development rules and guidelines",	COMMENT
LOW	Quizzler Using Tkinter and Trivia DB API/data_static.py	161	# "Easily allows for concurrent work among multiple developers"	COMMENT
LOW	Quizzler Using Tkinter and Trivia DB API/data_static.py	181	# },	COMMENT
LOW	XORcipher/XOR_cipher.py	181	# crypt = XORCipher()	COMMENT
LOW	XORcipher/XOR_cipher.py	201	# print "decrypt successful"	COMMENT
LOW	XORcipher/test_XOR_cipher.py	1	#	COMMENT
LOW	.circleci/config.yml	1	# Use the latest 2.1 version of CircleCI pipeline process engine.	COMMENT
LOW	…/tkinter_apps/simple_calc_GUI/simple_calculator_GUI.py	41		COMMENT
LOW	…/tkinter_apps/simple_calc_GUI/simple_calculator_GUI.py	401	# metadata = Metadata()	COMMENT
LOW	…/tkinter_apps/simple_calc_GUI/simple_calculator_GUI.py	421	# To add Author Metadata.	COMMENT
LOW	…chourasia/to_sort/pdf_to_docx_converter/pdf_to_docx.py	61	# """	COMMENT
LOW	…chourasia/to_sort/pdf_to_docx_converter/pdf_to_docx.py	81	# for page_num in range(pdf.page_count):	COMMENT

Hyper-Verbose Identifiers40 hits · 43 pts

Severity	File	Line	Snippet	Context
LOW	area_of_square_app.py	87	def calculate_perimeter_prettify(self):	CODE
LOW	area_of_square_app.py	93	def truncate_decimals_prettify(self):	CODE
LOW	swap.py	59	def swap_arithmetic_operations(self):	CODE
LOW	password guessing.py	26	def guess_password_simulation(password: str) -> str:	CODE
LOW	mobilePhoneSpecsScrapper.py	53	def crawl_phones_models_specification(self, li):	CODE
LOW	numeric_password_cracker.py	4	def generate_password_permutations(length):	CODE
LOW	Cat/test_cat.py	32	def test_reads_multiple_files_in_order(self):	CODE
LOW	Cat/test_cat.py	44	def test_reads_from_stdin_without_files(self):	CODE
LOW	Cat/test_cat.py	50	def test_dash_reads_stdin_between_files(self):	CODE
LOW	Cat/test_cat.py	62	def test_missing_file_reports_error_and_continues(self):	CODE
LOW	Cat/test_cat.py	88	def test_number_nonblank_lines(self):	CODE
LOW	Cat/test_cat.py	99	def test_number_nonblank_takes_priority_over_number(self):	CODE
LOW	Cat/test_cat.py	110	def test_squeeze_repeated_blank_lines(self):	CODE
LOW	Tic-Tac-Toe Games/tic-tac-toe5.py	122	def choose_random_move_from_list(	CODE
LOW⚡	Patterns/half triangle pattern.py	45	def upper_half_repeat_pattern(lines=5):	CODE
LOW⚡	Patterns/half triangle pattern.py	50	def lower_half_repeat_pattern(lines=5):	CODE
LOW⚡	Patterns/half triangle pattern.py	55	def upper_half_incremental_pattern(lines=5):	CODE
LOW⚡	Patterns/half triangle pattern.py	62	def lower_half_incremental_pattern(lines=5):	CODE
LOW	rearrange-files/rearrange-files.py	14	def make_folder_and_return_name(self, foldername):	CODE
LOW⚡	insta_monitering/insta_datafetcher.py	199	def request_data_from_instagram(self):	CODE
LOW	Test-Case-Generator/test_case.py	535	def forget_testcase_take_input_screen(self, check=0):	CODE
LOW⚡	…rial_developed_hangman/tests/test_hangman/test_main.py	35	def test_parse_word_from_site() -> None:	CODE
LOW⚡	…rial_developed_hangman/tests/test_hangman/test_main.py	39	def test_parse_word_from_site_no_internet() -> None:	CODE
LOW⚡	…rial_developed_hangman/tests/test_hangman/test_main.py	45	def test_parse_word_from_site_err() -> None:	CODE
LOW	Word_Dictionary/dictionary.py	31	def print_all_words_in_dictionary(self) -> List[str]:	CODE
LOW	Word_Dictionary/dictionary.py	37	def suggest_words_starting_with(self, prefix: str) -> List[str]:	CODE
LOW	bank_managment_system/frontend.py	11	def check_string_in_account_no(check_acc_no):	CODE
LOW	bank_managment_system/frontend.py	18	def create_customer_in_database():	CODE
LOW	bank_managment_system/frontend.py	445	def show_all_updateble_content():	CODE
LOW	bank_managment_system/frontend.py	513	def update_address_in_database():	CODE
LOW	bank_managment_system/frontend.py	817	def update_details_of_staff_member():	CODE
LOW	bank_managment_system/frontend.py	822	def update_that_particular_employee():	CODE
LOW	bank_managment_system/frontend.py	851	def update_password_in_database():	CODE
LOW	bank_managment_system/frontend.py	873	def update_salary_in_database():	CODE
LOW	bank_managment_system/frontend.py	896	def update_position_in_database():	CODE
LOW	bank_managment_system/QTFrontend.py	1516	def setup_balance_operation_flow(	CODE
LOW	bank_managment_system/QTFrontend.py	1629	def find_and_hide_submit_button(page):	CODE
LOW	bank_managment_system/QTFrontend.py	1659	def update_employee_search_submit():	CODE
LOW	bank_managment_system/QTFrontend.py	729	def create_employee_menu_page(parent, title):	STRING
LOW	QuestionAnswerVirtualAssistant/backend.py	152	def find_most_matched_question(self, user_input, corpus):	CODE

Magic Placeholder Names7 hits · 32 pts

Severity	File	Line	Snippet	Context
HIGH	Audio_Summarizer.py	21	"OPENAI_API_KEY", "your-api-key-here"	CODE
HIGH	Trending youtube videos.py	8	Replace 'YOUR_API_KEY' with your actual API key. This script will fetch and print the titles,	STRING
HIGH	Trending youtube videos.py	19	API_KEY = "YOUR_API_KEY"	CODE
HIGH	googlemaps.py	11	key = "your_api_key"	CODE
HIGH	ThirdAI/Terms and Conditions/Readme.md	63	client = NeuralDBClient(api_key="YOUR_API_KEY")	CODE
HIGH	JARVIS/JARVIS_2.0.py	64	url = "http://newsapi.org/v2/top-headlines?sources=the-times-of-india&apiKey=yourapikey"	CODE
HIGH	…karshchourasia/to_sort/JARVIS_python_bot/JARVIS_2.0.py	63	url = "http://newsapi.org/v2/top-headlines?sources=the-times-of-india&apiKey=yourapikey"	CODE

Docstring Block Structure6 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH	scalg.py	31	Analyse and score a dataset using a range based percentual proximity algorithm and calculate the linear maximum like	STRING
HIGH	scalg.py	107	Analyse data file using a range based percentual proximity algorithm and calculate the linear maximum likelihood est	STRING
HIGH	sum_of_digits_of_a_number.py	50	Compute the sum of the digits of an integer. Args: n: Non-negative integer. If the integer is	STRING
HIGH	sorting_algos.py	5	Sorts a list in ascending order using the selection sort algorithm. Args: arr: List of comparable elements	STRING
HIGH	new_pattern.py	19	Generate a pattern of '@' and '$' characters. Args: lines: Number of lines to generate in the pattern	STRING
HIGH	news_oversimplifier.py	118	Fetches a list of news articles from NewsAPI based on a query string. args: api_key (str): NewsAPI key	STRING

Example Usage Blocks16 hits · 25 pts

Severity	File	Line	Snippet	Context
LOW	area_of_square_app.py	24	# Example usage:	COMMENT
LOW	two_num.py	50	# Example usage	COMMENT
LOW	TaskManager.py	35	# Example usage	COMMENT
LOW	TaskPlanner.py	35	# Example usage	COMMENT
LOW	scrap_file.py	25	# Example usage	COMMENT
LOW	Sorting Algorithms/dual_pivot_quicksort.py	84	# Example usage	COMMENT
LOW⚡	Sorting Algorithims/heapsort_linkedlist.py	69	# Example usage:	COMMENT
LOW	cli_master/validation_page.py	10	# Example usage:	COMMENT
LOW	cli_master/validation_page.py	24	# Example usage:	COMMENT
LOW	cli_master/validation_page.py	37	# Example usage:	COMMENT
LOW	cli_master/validation_page.py	50	# Example usage:	COMMENT
LOW	cli_master/validation_page.py	63	# Example usage:	COMMENT
LOW	…/tkinter_apps/simple_calc_GUI/simple_calculator_GUI.py	400	# # Example usage:	COMMENT
LOW	nitkarshchourasia/to_sort/word2number/word2number.py	72	# Example usage:	COMMENT
LOW	…chourasia/to_sort/pdf_to_docx_converter/pdf_to_docx.py	29	# Example usage	COMMENT
LOW	…chourasia/to_sort/pdf_to_docx_converter/pdf_to_docx.py	97	# # Example usage	COMMENT

Slop Phrases7 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW	area_of_square_app.py	105	# also make sure to add a about menu to input a while loop in tkinter app.	COMMENT
MEDIUM	Snake-Water-Gun-Game.py	9	# you can use this code also, see this code is very short in compare to your code	COMMENT
MEDIUM	Snake-Water-Gun-Game.py	86	# you can use this code to minimize your writing time for the code	COMMENT
LOW	russian_roulette.py	90	print("don't forget to send a pic from heaven :)")	CODE
MEDIUM	login.py	33	# This is username you can change here	COMMENT
MEDIUM	login.py	36	# This is Password you can change here	COMMENT
MEDIUM	Google_News.py	33	# you can add google news 'xml' URL here for any country/category	COMMENT

Structural Annotation Overuse9 hits · 15 pts

Severity	File	Line	Snippet	Context
LOW⚡	mobilePhoneSpecsScrapper.py	101	# Step 1: Scrape links to all the individual phone specs page and save it so that we don't need to run it again.	COMMENT
LOW⚡	mobilePhoneSpecsScrapper.py	106	# Step 2: Iterate through all the links from the above execution and run the next command	COMMENT
LOW	SOUNDEX.py	5	# Step 0: Covert the TERM to UpperCase	COMMENT
LOW	SOUNDEX.py	41	# Step 3: Replace all adjacent same number with one number	COMMENT
LOW	ML/EXAMPLES.md	8	# Step 1: Train ResNet18 on CIFAR-10	COMMENT
LOW	ML/EXAMPLES.md	11	# Step 2: Test the model interactively	COMMENT
LOW	ML/QUICKSTART.md	9	### Step 1: Install NeuralForge	COMMENT
LOW	ML/QUICKSTART.md	23	### Step 2: Train on Real Data	COMMENT
LOW	ML/QUICKSTART.md	35	### Step 3: Test Your Model	COMMENT

AI Response Leakage2 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	linear-algebra-python/src/Transformations2D.py	3	# I have added the codes for reflection, projection, scaling and rotation matrices.	COMMENT
HIGH	repo_website/docs/README_og.md	1001	# In this example `beg` wraps `say`. If say_please is True then it	COMMENT

Modern AI Meta-Vocabulary3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	.circleci/config.yml	6	# See: https://circleci.com/docs/guides/orchestrate/jobs-steps/#jobs-overview & https://circleci.com/docs/reference/conf	COMMENT
MEDIUM	.circleci/config.yml	17	# See: https://circleci.com/docs/guides/orchestrate/jobs-steps/#steps-overview & https://circleci.com/docs/reference	COMMENT
MEDIUM	.circleci/config.yml	26	# See: https://circleci.com/docs/guides/orchestrate/workflows/ & https://circleci.com/docs/reference/configuration-refer	COMMENT

Modern Structural Boilerplate8 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	ML/src/python/neuralforge/__init__.py	10	__all__ = ['nn', 'optim', 'data', 'utils', 'nas', 'Trainer', 'Config']	CODE
LOW	ML/src/python/neuralforge/nn/__init__.py	7	__all__ = [	CODE
LOW	ML/src/python/neuralforge/nas/__init__.py	5	__all__ = [	CODE
LOW	ML/src/python/neuralforge/optim/__init__.py	4	__all__ = [	CODE
LOW	ML/src/python/neuralforge/utils/__init__.py	5	__all__ = [	CODE
LOW	ML/src/python/neuralforge/models/__init__.py	5	__all__ = [	CODE
LOW	ML/src/python/neuralforge/cli/__init__.py	6	__all__ = ['train', 'test', 'gui', 'nas']	CODE
LOW	ML/src/python/neuralforge/data/__init__.py	6	__all__ = [	CODE

Verbosity Indicators4 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW⚡	mobilePhoneSpecsScrapper.py	101	# Step 1: Scrape links to all the individual phone specs page and save it so that we don't need to run it again.	COMMENT
LOW⚡	mobilePhoneSpecsScrapper.py	106	# Step 2: Iterate through all the links from the above execution and run the next command	COMMENT
LOW	SOUNDEX.py	5	# Step 0: Covert the TERM to UpperCase	COMMENT
LOW	SOUNDEX.py	41	# Step 3: Replace all adjacent same number with one number	COMMENT

AI Structural Patterns7 hits · 7 pts

Severity	File	Line	Context
LOW	sendemail.py	48	CODE
LOW	Search_Engine/backend.py	139	CODE
LOW	ML/src/python/neuralforge/nn/attention.py	131	CODE
LOW	ML/src/python/neuralforge/nn/convolution.py	32	CODE
LOW	ML/src/python/neuralforge/nn/modules.py	119	CODE
LOW	ML/src/python/neuralforge/models/vit.py	4	CODE
LOW	QuestionAnswerVirtualAssistant/backend.py	150	CODE

AI Slop Vocabulary2 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	portscanner.py	13	# Description : Port Scanner, you just pass the host and the ports	COMMENT
MEDIUM	colorma_as_color.py	19	# …or, Colorama can be used in conjunction with existing ANSI libraries such as the venerable Termcolor the fabulous Ble	COMMENT

Dead Code1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	meme_maker.py	14		CODE

Fake / Example Data2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	Cat/text_a.txt	3	Lorem ipsum, dolor sit amet.	CODE
LOW	Cat/text_a.txt	3	Lorem ipsum, dolor sit amet.	CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings