From 6cfacd250ad4cb5c028d4a12ca3b4956df63a3d9 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Fri, 13 Dec 2024 10:19:42 -0800 Subject: [PATCH 01/32] add/update processed gcs data --- .../2-process/gcs_totals_by_country.csv | 243 ++++++++++++++++++ .../2-process/gcs_totals_by_free_cultural.csv | 2 +- .../2-process/gcs_totals_by_langauage.csv | 36 +++ .../2-process/gcs_totals_by_restrictions.csv | 8 +- 4 files changed, 284 insertions(+), 5 deletions(-) create mode 100644 data/2024Q4/2-process/gcs_totals_by_country.csv create mode 100644 data/2024Q4/2-process/gcs_totals_by_langauage.csv diff --git a/data/2024Q4/2-process/gcs_totals_by_country.csv b/data/2024Q4/2-process/gcs_totals_by_country.csv new file mode 100644 index 0000000..b6c61a2 --- /dev/null +++ b/data/2024Q4/2-process/gcs_totals_by_country.csv @@ -0,0 +1,243 @@ +"Country","Count" +"Serbia and Montenegro","1106100000" +"United States","864000000" +"Iran, Islamic Republic of","15980892" +"Brazil","15360853" +"Germany","14042900" +"Indonesia","11441775" +"United Kingdom","8800400" +"Ukraine","4989296" +"Mexico","2934399" +"Australia","2594360" +"Spain","2582500" +"Canada","2213430" +"Peru","1747424" +"France","1553130" +"Turkey","1514794" +"Japan","1394160" +"Poland","1322800" +"Italy","1275300" +"Russian Federation","1058953" +"Netherlands","1057500" +"Korea, Republic of","966700" +"Ireland","917320" +"Colombia","916430" +"Switzerland","880370" +"China","860900" +"Argentina","805166" +"India","735658" +"Uzbekistan","595797" +"Singapore","519939" +"Belgium","496290" +"Czech Republic","474060" +"Greece","451234" +"Finland","436430" +"Ecuador","374886" +"Norway","335258" +"Vietnam","301957" +"Sweden","281770" +"Costa Rica","275784" +"Slovenia","250198" +"New Zealand","245662" +"South Africa","200603" +"Chile","194551" +"Portugal","178845" +"Denmark","176026" +"Hong Kong","175952" +"Cuba","158171" +"Bhutan","151807" +"Lithuania","146030" +"Austria","133880" +"Thailand","128158" +"Romania","118767" +"Hungary","117927" +"Malaysia","89157" +"Croatia (Hrvatska)","83417" +"Iraq","80600" +"Venezuela","76042" +"Pakistan","70074" +"Taiwan, Province of China","66275" +"Luxembourg","65115" +"Nicaragua","62352" +"Saudi Arabia","51656" +"Nigeria","50606" +"Philippines","49785" +"Slovakia","43334" +"Bulgaria","43125" +"Aruba","42384" +"Armenia","41479" +"United Arab Emirates","39962" +"Moldova, Republic of","38414" +"Panama","37978" +"Guatemala","36121" +"Latvia","35198" +"Egypt","35072" +"Israel","34987" +"Kenya","34316" +"Uruguay","27945" +"Cyprus","24665" +"Iceland","23696" +"Qatar","23075" +"El Salvador","20280" +"Estonia","20080" +"Ghana","18965" +"Puerto Rico","17340" +"Madagascar","17176" +"Macedonia, the Former Yugosalv Republic of","16279" +"Paraguay","14254" +"Syrian Arab Republic","14082" +"Belarus","14034" +"Virgin Islands, U.S.","13874" +"Kazakhstan","13414" +"Algeria","13395" +"Rwanda","12878" +"Dominican Republic","12444" +"Azerbaijan","12140" +"Somalia","10381" +"Palestinian Territory","10136" +"Jordan","9490" +"Sri Lanka","9391" +"Tunisia","9340" +"Nepal","8796" +"Bolivia","8280" +"Lebanon","8192" +"Bosnia and Herzegovina","7891" +"Uganda","7388" +"Libyan Arab Jamahiriya","7022" +"Bangladesh","6917" +"Morocco","6818" +"Zimbabwe","6805" +"Tanzania, United Republic of","6559" +"Georgia","6103" +"Ethiopia","6011" +"Senegal","5947" +"Malta","5403" +"Albania","5127" +"Malawi","4768" +"Oman","4297" +"Virgin Islands, British","4000" +"Kyrgyzstan","3937" +"Yemen","3865" +"Congo, the Democratic Republic of the","3728" +"Mongolia","3425" +"Tonga","3223" +"Maldives","3192" +"Zambia","2539" +"Macao","2315" +"Niger","2243" +"Saint Lucia","2182" +"Burkina Faso","1970" +"Cambodia","1928" +"Myanmar","1813" +"Samoa","1654" +"Afghanistan","1597" +"Mozambique","1427" +"Namibia","1408" +"Guyana","1387" +"Jamaica","1341" +"Sierra Leone","1334" +"Antarctica","1218" +"Saint Pierre and Miquelon","1116" +"Tajikistan","979" +"Trinidad and Tobago","956" +"Faroe Islands","931" +"Cote D'ivoire","902" +"Sao Tome and Principe","843" +"Holy See (Vatican City State)","822" +"Botswana","753" +"Angola","727" +"Bahrain","662" +"Brunei Darussalam","636" +"Papua New Guinea","587" +"Fiji","509" +"Benin","500" +"Vanuatu","420" +"Saint Helena","415" +"Haiti","413" +"Sudan","340" +"Lesotho","335" +"Cameroon","323" +"Reunion","289" +"Congo","272" +"Liechtenstein","260" +"Mauritius","209" +"New Caledonia","200" +"French Polynesia","193" +"Honduras","168" +"Grenada","167" +"Gambia","166" +"Christmas Island","142" +"Falkland Islands (Malvinas)","137" +"Greenland","134" +"Swaziland","109" +"San Marino","108" +"Kuwait","98" +"Seychelles","91" +"Cape Verde","74" +"Mali","74" +"Belize","54" +"Saint Vincent and the Grenadines","47" +"Togo","47" +"Chad","44" +"Barbados","44" +"Equatorial Guinea","41" +"Andorra","41" +"Micronesia, Federated States of","37" +"Antigua and Barbuda","33" +"Burundi","32" +"Lao People's Democratic Republic","31" +"Palau","31" +"Dominica","30" +"American Samoa","28" +"Djibouti","26" +"Bahamas","25" +"Monaco","24" +"Wallis and Futuna","22" +"Bermuda","22" +"Kiribati","19" +"Gibraltar","18" +"French Guiana","18" +"Solomon Islands","16" +"Suriname","16" +"South Georgia and the South Sandwich Islands","15" +"Northern Mariana Islands","13" +"Norfolk Island","13" +"Cook Islands","13" +"Cayman Islands","12" +"Martinique","12" +"Guinea","11" +"Mauritania","9" +"Eritrea","9" +"Tuvalu","9" +"Saint Kitts and Nevis","7" +"Gabon","5" +"Liberia","5" +"Turks and Caicos Islands","5" +"Turkmenistan","4" +"Guadeloupe","4" +"Niue","4" +"Guinea-Bissau","4" +"Comoros","3" +"Anguilla","3" +"Mayotte","2" +"Central African Republic","2" +"French Southern Territories","1" +"Nauru","1" +"Pitcairn","0" +"Western Sahara","0" +"Marshall Islands","0" +"Yugoslavia","0" +"Guam","0" +"Svalbard and Jan Mayen","0" +"France, Metropolitan","0" +"Montserrat","0" +"United States Minor Outlying Islands","0" +"East Timor","0" +"Korea, Democratic People's Republic of","0" +"Bouvet Island","0" +"British Indian Ocean Territory","0" +"Heard Island and Mcdonald Islands","0" +"Tokelau","0" +"European Union","0" +"Netherlands Antilles","0" +"Cocos (Keeling) Islands","0" diff --git a/data/2024Q4/2-process/gcs_totals_by_free_cultural.csv b/data/2024Q4/2-process/gcs_totals_by_free_cultural.csv index f787b4f..dd045e3 100644 --- a/data/2024Q4/2-process/gcs_totals_by_free_cultural.csv +++ b/data/2024Q4/2-process/gcs_totals_by_free_cultural.csv @@ -1,3 +1,3 @@ "Category","Count" "Approved for Free Cultural Works","26263961000" -"Limited uses","18561939832" +"Limited use","18561939832" diff --git a/data/2024Q4/2-process/gcs_totals_by_langauage.csv b/data/2024Q4/2-process/gcs_totals_by_langauage.csv new file mode 100644 index 0000000..fa86011 --- /dev/null +++ b/data/2024Q4/2-process/gcs_totals_by_langauage.csv @@ -0,0 +1,36 @@ +"Language","Count" +"English","984250000" +"Spanish","26995000" +"Portuguese","25724700" +"Indonesian","13715410" +"French","13142700" +"Russian","12812500" +"German","9618900" +"Chinese (Simplified)","7332500" +"Japanese","3196200" +"Turkish","2174110" +"Italian","1989300" +"Polish","1152400" +"Dutch","864800" +"Czech","829900" +"Swedish","533800" +"Korean","527970" +"Greek","520290" +"Catalan","511570" +"Serbian","501580" +"Arabic","405180" +"Norwegian","399100" +"Chinese (Traditional)","362710" +"Finnish","332430" +"Hungarian","328900" +"Slovenian","309800" +"Croatian","285110" +"Romanian","250250" +"Danish","207410" +"Lithuanian","189680" +"Slovak","142210" +"Bulgarian","140100" +"Estonian","137660" +"Hebrew","127927" +"Latvian","110000" +"Icelandic","48898" diff --git a/data/2024Q4/2-process/gcs_totals_by_restrictions.csv b/data/2024Q4/2-process/gcs_totals_by_restrictions.csv index fd9c9d2..8cb7f2c 100644 --- a/data/2024Q4/2-process/gcs_totals_by_restrictions.csv +++ b/data/2024Q4/2-process/gcs_totals_by_restrictions.csv @@ -1,5 +1,5 @@ "Category","Count" -"level 0","95700000" -"level 1","26168261000" -"level 2","7524932400" -"level 3","11037007432" +"level 0 - unrestricted","95700000" +"level 1 - few restrictions","26168261000" +"level 2 - some restrictions","7524932400" +"level 3 - many restrictions","11037007432" From f05b7135c5eadd1d502161f52f66f075c62f0cef Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Fri, 13 Dec 2024 10:20:11 -0800 Subject: [PATCH 02/32] add totals_by_country and totals_by_langauage --- scripts/2-process/gcs_process.py | 112 +++++++++++++++++++++++++------ 1 file changed, 90 insertions(+), 22 deletions(-) diff --git a/scripts/2-process/gcs_process.py b/scripts/2-process/gcs_process.py index 9396a99..bd71a08 100755 --- a/scripts/2-process/gcs_process.py +++ b/scripts/2-process/gcs_process.py @@ -1,7 +1,6 @@ #!/usr/bin/env python """ -This file is dedicated to processing Google Custom Search data -for analysis and comparison between quarters. +Process Google Custom Search (GCS) data. """ # Standard library import argparse @@ -205,7 +204,7 @@ def data_to_csv(args, data, file_path): def process_top_25_tools(args, count_data): - LOGGER.info("Processing top 25 tools") + LOGGER.info("Processing count data: top 25 tools") data = count_data.sort_values("COUNT", ascending=False) data.reset_index(drop=True, inplace=True) data = data.iloc[:25] @@ -218,7 +217,7 @@ def process_top_25_tools(args, count_data): def process_totals_by_product(args, count_data): - LOGGER.info("Processing totals by product") + LOGGER.info("Processing count data: totals by product") data = { "Licenses version 4.0": 0, "Licenses version 3.0": 0, @@ -259,7 +258,7 @@ def process_totals_by_product(args, count_data): def process_totals_by_unit(args, count_data): - LOGGER.info("Processing totals by unit") + LOGGER.info("Processing count data: totals by unit") data = {} for row in count_data.itertuples(index=False): tool = row[0] @@ -287,11 +286,14 @@ def process_totals_by_unit(args, count_data): data_to_csv(args, data, file_path) +# https://creativecommons.org/public-domain/freeworks/ def process_totals_by_free_cultural(args, count_data): - LOGGER.info("Processing totals by Approved for Free Cultural Works") + LOGGER.info( + "Processing count data: totals by Approved for Free Cultural Works" + ) data = { "Approved for Free Cultural Works": 0, - "Limited uses": 0, + "Limited use": 0, } for row in count_data.itertuples(index=False): tool = row[0] @@ -304,7 +306,7 @@ def process_totals_by_free_cultural(args, count_data): if unit in ["by-sa", "by", "sa", "sampling+"]: key = "Approved for Free Cultural Works" else: - key = "Limited uses" + key = "Limited use" data[key] += count data = pd.DataFrame(data.items(), columns=["Category", "Count"]) @@ -317,22 +319,27 @@ def process_totals_by_free_cultural(args, count_data): def process_totals_by_restrictions(args, count_data): - LOGGER.info("Processing totals by restriction") - data = {"level 0": 0, "level 1": 0, "level 2": 0, "level 3": 0} + LOGGER.info("Processing count data: totals by restriction") + data = { + "level 0 - unrestricted": 0, + "level 1 - few restrictions": 0, + "level 2 - some restrictions": 0, + "level 3 - many restrictions": 0, + } for row in count_data.itertuples(index=False): tool = row[0] count = row[1] if tool.startswith("PDM") or "CC0" in tool or "PUBLICDOMAIN" in tool: - key = "level 0" + key = "level 0 - unrestricted" else: parts = tool.split() unit = parts[1].lower() if unit in ["by-sa", "by", "sa", "sampling+"]: - key = "level 1" + key = "level 1 - few restrictions" elif unit in ["by-nc", "by-nc-sa", "sampling", "nc", "nc-sa"]: - key = "level 2" + key = "level 2 - some restrictions" else: - key = "level 3" + key = "level 3 - many restrictions" data[key] += count data = pd.DataFrame(data.items(), columns=["Category", "Count"]) @@ -342,6 +349,64 @@ def process_totals_by_restrictions(args, count_data): data_to_csv(args, data, file_path) +def process_totals_by_langauage(args, data): + LOGGER.info("Processing language data: totals by language") + data = data.groupby(["LANGUAGE"], as_index=False)["COUNT"].sum() + data = data.sort_values("COUNT", ascending=False) + data.reset_index(drop=True, inplace=True) + data.rename( + columns={ + "LANGUAGE": "Language", + "COUNT": "Count", + }, + inplace=True, + ) + file_path = shared.path_join( + PATHS["data_phase"], "gcs_totals_by_langauage.csv" + ) + data_to_csv(args, data, file_path) + + +def process_totals_by_country(args, data): + LOGGER.info("Processing country data: totals by country") + data = data.groupby(["COUNTRY"], as_index=False)["COUNT"].sum() + data = data.sort_values("COUNT", ascending=False) + data.reset_index(drop=True, inplace=True) + data.rename( + columns={ + "COUNTRY": "Country", + "COUNT": "Count", + }, + inplace=True, + ) + file_path = shared.path_join( + PATHS["data_phase"], "gcs_totals_by_country.csv" + ) + data_to_csv(args, data, file_path) + + +# Data is already limited to licenses 4.0, CC0, and PDM +# +# def process_license_40_totals_by_langauage(args, data): +# LOGGER.info("Processing language data: top 25 languages") +# data = data[data["TOOL_IDENTIFIER"].str.contains("CC BY")] +# data = data[data["TOOL_IDENTIFIER"].str.contains("4.0")] +# data = data.groupby(["LANGUAGE"], as_index=False)['COUNT'].sum() +# data = data.sort_values("COUNT", ascending=False) +# data.reset_index(drop=True, inplace=True) +# data.rename( +# columns={ +# "LANGUAGE": "Language", +# "COUNT": "Count", +# }, +# inplace=True, +# ) +# file_path = shared.path_join( +# PATHS["data_phase"], "gcs_license_40_totals_by_langauage.csv" +# ) +# data_to_csv(args, data, file_path) + + def main(): args = parse_arguments() shared.log_paths(LOGGER, PATHS) @@ -355,15 +420,18 @@ def main(): process_totals_by_free_cultural(args, count_data) process_totals_by_restrictions(args, count_data) - # # Langauge data - # langauge_data = pd.read_csv( - # FILE2_LANGUAGE, usecols=["TOOL_IDENTIFIER", "LANGUAGE", "COUNT"] - # ) + # Langauge data + language_data = pd.read_csv( + FILE2_LANGUAGE, usecols=["TOOL_IDENTIFIER", "LANGUAGE", "COUNT"] + ) + process_totals_by_langauage(args, language_data) + # process_license_40_totals_by_langauage(args, language_data) - # # Country data - # country_data = pd.read_csv( - # FILE3_COUNTRY, usecols=["TOOL_IDENTIFIER", "COUNTRY", "COUNT"] - # ) + # Country data + country_data = pd.read_csv( + FILE3_COUNTRY, usecols=["TOOL_IDENTIFIER", "COUNTRY", "COUNT"] + ) + process_totals_by_country(args, country_data) args = shared.git_add_and_commit( args, From 3f5a4417f572ccf5c8a02094908a9d27e2d652c3 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Fri, 13 Dec 2024 10:54:59 -0800 Subject: [PATCH 03/32] improve argument and error handling --- scripts/1-fetch/gcs_fetch.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/scripts/1-fetch/gcs_fetch.py b/scripts/1-fetch/gcs_fetch.py index 49a2886..9acb4e9 100755 --- a/scripts/1-fetch/gcs_fetch.py +++ b/scripts/1-fetch/gcs_fetch.py @@ -82,7 +82,10 @@ def parse_arguments(): action="store_true", help="Development mode: avoid hitting API (generate fake data)", ) - return parser.parse_args() + args = parser.parse_args() + if not args.enable_save and args.enable_git: + parser.error("--enable-git requires --enable-save") + return args def get_search_service(): @@ -289,7 +292,8 @@ def main(): LOGGER.error(e.message) sys.exit(e.exit_code) except SystemExit as e: - LOGGER.error(f"System exit with code: {e.code}") + if e.code != 0: + LOGGER.error(f"System exit with code: {e.code}") sys.exit(e.code) except KeyboardInterrupt: LOGGER.info("(130) Halted via KeyboardInterrupt.") From 525aa372c856fb032f387ce290ace30da9bb8bfe Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Fri, 13 Dec 2024 10:55:23 -0800 Subject: [PATCH 04/32] improve argument and error handling --- scripts/2-process/gcs_process.py | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/scripts/2-process/gcs_process.py b/scripts/2-process/gcs_process.py index bd71a08..912e13d 100755 --- a/scripts/2-process/gcs_process.py +++ b/scripts/2-process/gcs_process.py @@ -52,7 +52,10 @@ def parse_arguments(): action="store_true", help="Enable git actions (fetch, merge, add, commit, and push)", ) - return parser.parse_args() + args = parser.parse_args() + if not args.enable_save and args.enable_git: + parser.error("--enable-git requires --enable-save") + return args # def load_quarter_data(quarter): @@ -452,8 +455,9 @@ def main(): LOGGER.error(e.message) sys.exit(e.exit_code) except SystemExit as e: - LOGGER.error(f"System exit with code: {e.exit_code}") - sys.exit(e.exit_code) + if e.code != 0: + LOGGER.error(f"System exit with code: {e.code}") + sys.exit(e.code) except KeyboardInterrupt: LOGGER.info("(130) Halted via KeyboardInterrupt.") sys.exit(130) From 62e6f9e837f724c2f8fcf843feebe0bb3c48830b Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Fri, 13 Dec 2024 10:59:01 -0800 Subject: [PATCH 05/32] improve argument and error handling --- scripts/1-fetch/github_fetch.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/scripts/1-fetch/github_fetch.py b/scripts/1-fetch/github_fetch.py index bd5c973..689c96c 100755 --- a/scripts/1-fetch/github_fetch.py +++ b/scripts/1-fetch/github_fetch.py @@ -71,7 +71,10 @@ def parse_arguments(): action="store_true", help="Enable git actions (fetch, merge, add, commit, and push)", ) - return parser.parse_args() + args = parser.parse_args() + if not args.enable_save and args.enable_git: + parser.error("--enable-git requires --enable-save") + return args def check_for_completion(): @@ -190,7 +193,8 @@ def main(): LOGGER.error(e.message) sys.exit(e.exit_code) except SystemExit as e: - LOGGER.error(f"System exit with code: {e.code}") + if e.code != 0: + LOGGER.error(f"System exit with code: {e.code}") sys.exit(e.code) except KeyboardInterrupt: LOGGER.info("(130) Halted via KeyboardInterrupt.") From b1a0fbad2371be50ea9dad8ccb43b608e734bd84 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Fri, 13 Dec 2024 12:38:23 -0800 Subject: [PATCH 06/32] use supplied logger and improve info message --- scripts/shared.py | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/scripts/shared.py b/scripts/shared.py index dc68266..6afec15 100644 --- a/scripts/shared.py +++ b/scripts/shared.py @@ -141,6 +141,10 @@ def update_readme( """ Update the README.md file with the generated images and descriptions. """ + if not args.enable_save: + return + LOGGER = args.logger + readme_path = path_join(paths["data"], args.quarter, "README.md") # Define section markers for each data source @@ -220,9 +224,9 @@ def update_readme( with open(readme_path, "w") as f: f.writelines(lines) - logging.info( - f"Updated {readme_path} with new image and" - f"description for {section_title}." + LOGGER.info(f"README path: {readme_path.replace(paths['repo'], '.')}") + LOGGER.info( + f"Updated README with new image and description for {section_title}." ) From f314773f18101bcbe7b73dcac0ebbd76de5f21ef Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Fri, 13 Dec 2024 12:41:56 -0800 Subject: [PATCH 07/32] refactor to include updates to flow (--enable-save, --enable-git), highlighted traceback, and initial graph based on new fetch data --- scripts/3-report/gcs_report.py | 492 ++++++++++++++++----------------- 1 file changed, 231 insertions(+), 261 deletions(-) diff --git a/scripts/3-report/gcs_report.py b/scripts/3-report/gcs_report.py index 5f4c05d..b864e93 100755 --- a/scripts/3-report/gcs_report.py +++ b/scripts/3-report/gcs_report.py @@ -1,21 +1,23 @@ #!/usr/bin/env python """ This file is dedicated to visualizing and analyzing the data collected -from Google Custom Search. +from Google Custom Search (GCS). """ # Standard library import argparse import os import sys +import textwrap import traceback -from datetime import datetime, timezone # Third-party import matplotlib.pyplot as plt import matplotlib.ticker as ticker import pandas as pd import seaborn as sns -from pandas import PeriodIndex +from pygments import highlight +from pygments.formatters import TerminalFormatter +from pygments.lexers import PythonTracebackLexer # Add parent directory so shared can be imported sys.path.append(os.path.join(os.path.dirname(__file__), "..")) @@ -26,316 +28,275 @@ # Setup LOGGER, PATHS = shared.setup(__file__) +# Constants +QUARTER = os.path.basename(PATHS["data_quarter"]) + def parse_arguments(): """ Parses command-line arguments, returns parsed arguments. """ LOGGER.info("Parsing command-line arguments") - - # Taken from shared module, fix later - datetime_today = datetime.now(timezone.utc) - quarter = PeriodIndex([datetime_today.date()], freq="Q")[0] - - parser = argparse.ArgumentParser(description="Google Custom Search Report") + parser = argparse.ArgumentParser(description=__doc__) parser.add_argument( "--quarter", - "-q", - type=str, - default=f"{quarter}", + default=QUARTER, help="Data quarter in format YYYYQx, e.g., 2024Q2", ) parser.add_argument( - "--skip-commit", + "--show-plots", action="store_true", - help="Don't git commit changes (also skips git push changes)", + help="Show generated plots (in addition to saving them)", ) parser.add_argument( - "--skip-push", + "--enable-save", action="store_true", - help="Don't git push changes", + help="Enable saving results", ) parser.add_argument( - "--show-plots", + "--enable-git", action="store_true", - help="Show generated plots (in addition to saving them)", + help="Enable git actions (fetch, merge, add, commit, and push)", ) args = parser.parse_args() - if args.skip_commit: - args.skip_push = True + if not args.enable_save and args.enable_git: + parser.error("--enable-git requires --enable-save") return args -def load_data(args): +def visualize_top_25_tools(args): """ - Load the collected data from the CSV file. + Create a bar chart for the top 25 legal tools """ - selected_quarter = args.quarter - - file_path = os.path.join( - PATHS["data"], f"{selected_quarter}", "1-fetch", "gcs_fetched.csv" + file_path = shared.path_join( + PATHS["data_2-process"], "gcs_top_25_tools.csv" ) - - if not os.path.exists(file_path): - LOGGER.error(f"Data file not found: {file_path}") - return pd.DataFrame() - + LOGGER.info("Create a bar chart for the top 25 legal tools") + LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") data = pd.read_csv(file_path) - LOGGER.info(f"Data loaded from {file_path}") - return data - - -def visualize_by_country(data, args): - """ - Create a bar chart for the number of webpages licensed by country. - """ - LOGGER.info( - "Creating a bar chart for the number of webpages licensed by country." - ) - - selected_quarter = args.quarter - - # Get the list of country columns dynamically - columns = [col.strip() for col in data.columns.tolist()] - - start_index = columns.index("United States") - end_index = columns.index("Japan") + 1 - - countries = columns[start_index:end_index] - - data.columns = data.columns.str.strip() - LOGGER.info(f"Cleaned Columns: {data.columns.tolist()}") - - # Aggregate the data by summing the counts for each country - country_data = data[countries].sum() - - plt.figure(figsize=(12, 8)) - ax = sns.barplot(x=country_data.index, y=country_data.values) - plt.title( - f"Number of Google Webpages Licensed by Country ({selected_quarter})" - ) - plt.xlabel("Country") - plt.ylabel("Number of Webpages") - plt.xticks(rotation=45) - - # Add value numbers to the top of each bar - for p in ax.patches: + plt.figure(figsize=(10, 10)) + ax = sns.barplot(data, x="Count", y="CC legal tool") + for index, row in data.iterrows(): ax.annotate( - format(p.get_height(), ",.0f"), - (p.get_x() + p.get_width() / 2.0, p.get_height()), - ha="center", - va="center", - xytext=(0, 9), - textcoords="offset points", + f"{row['Count']:,d}", + (4, index), + xycoords=("axes points", "data"), + color="white", + fontsize="x-small", + horizontalalignment="left", + verticalalignment="center", ) + plt.title(f"Top 25 legal tools ({args.quarter})") + plt.xlabel("Number of references") + plt.ylabel("Creative Commons (CC) legal tool") - # Format the y-axis to display numbers without scientific notation - ax.get_yaxis().get_major_formatter().set_scientific(False) - ax.get_yaxis().set_major_formatter( - plt.FuncFormatter(lambda x, loc: "{:,}".format(int(x))) - ) - - output_directory = os.path.join( - PATHS["data"], f"{selected_quarter}", "3-report" - ) - - LOGGER.info(f"Output directory: {output_directory}") - - # Create the directory if it does not exist - os.makedirs(output_directory, exist_ok=True) - image_path = os.path.join(output_directory, "gcs_country_report.png") - plt.savefig(image_path) - - if args.show_plots: - plt.show() - - shared.update_readme( - PATHS, - image_path, - "Google Custom Search", - "Number of Google Webpages Licensed by Country", - "Country Report", - args, - ) - - LOGGER.info("Visualization by country created.") - - -def visualize_by_license_type(data, args): - """ - Create a bar chart for the number of webpages licensed by license type - """ - LOGGER.info( - "Creating a bar chart for the number of " - "webpages licensed by license type." - ) - - selected_quarter = args.quarter - - # Strip any leading/trailing spaces from the columns - data.columns = data.columns.str.strip() - - # Sum the values across all columns except the first one ('LICENSE TYPE') - license_data = data.set_index("LICENSE TYPE").sum(axis=1) - - plt.figure(figsize=(12, 8)) - ax = sns.barplot(x=license_data.index, y=license_data.values) - plt.title( - f"Number of Webpages Licensed by License Type ({selected_quarter})" - ) - plt.xlabel("License Type") - plt.ylabel("Number of Webpages") - plt.xticks(rotation=45, ha="right") - - # Use shorter X axis labels - ax.set_xticklabels( - [ - "CC BY 2.5" if "by/2.5" in label else label - for label in license_data.index - ] - ) - - # Use the millions formatter for y-axis + # Use the millions formatter for x-axis def millions_formatter(x, pos): - "The two args are the value and tick position" - return f"{x * 1e-6:.1f}M" + """ + The two args are the value and tick position + """ + return f"{x * 1e-6:.0f}M" - ax.yaxis.set_major_formatter(ticker.FuncFormatter(millions_formatter)) + ax.xaxis.set_major_formatter(ticker.FuncFormatter(millions_formatter)) plt.tight_layout() - - output_directory = os.path.join( - PATHS["data"], f"{selected_quarter}", "3-report" - ) - - LOGGER.info(f"Output directory: {output_directory}") - - # Create the directory if it does not exist - os.makedirs(output_directory, exist_ok=True) - image_path = os.path.join(output_directory, "gcs_licensetype_report.png") - - plt.savefig(image_path) - if args.show_plots: plt.show() - shared.update_readme( - PATHS, - image_path, - "Google Custom Search", - "Number of Webpages Licensed by License Type", - "License Type Report", - args, - ) - - LOGGER.info("Visualization by license type created.") - - -def visualize_by_language(data, args): - """ - Create a bar chart for the number of webpages licensed by language. - """ - LOGGER.info( - "Creating a bar chart for the number of webpages licensed by language." - ) - - selected_quarter = args.quarter - - # Get the list of country columns dynamically - columns = [col.strip() for col in data.columns.tolist()] - - start_index = columns.index("English") - end_index = columns.index("Indonesian") + 1 - - languages = columns[start_index:end_index] - - data.columns = data.columns.str.strip() + image_path = shared.path_join(PATHS["data_phase"], "gcs_top_25_tools.png") + LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") - LOGGER.info(f"Cleaned Columns: {data.columns.tolist()}") - - # Aggregate the data by summing the counts for each country - language_data = data[languages].sum() - - plt.figure(figsize=(12, 8)) - ax = sns.barplot(x=language_data.index, y=language_data.values) - plt.title( - f"Number of Google Webpages Licensed by Language ({selected_quarter})" - ) - plt.xlabel("Language") - plt.ylabel("Number of Webpages") - plt.xticks(rotation=45) - - # Add value numbers to the top of each bar - for p in ax.patches: - ax.annotate( - format(p.get_height(), ",.0f"), - (p.get_x() + p.get_width() / 2.0, p.get_height()), - ha="center", - va="center", - xytext=(0, 9), - textcoords="offset points", - ) - - # Format the y-axis to display numbers without scientific notation - ax.get_yaxis().get_major_formatter().set_scientific(False) - ax.get_yaxis().set_major_formatter( - plt.FuncFormatter(lambda x, loc: "{:,}".format(int(x))) - ) - - output_directory = os.path.join( - PATHS["data"], f"{selected_quarter}", "3-report" - ) - - LOGGER.info(f"Output directory: {output_directory}") - - # Create the directory if it does not exist - os.makedirs(output_directory, exist_ok=True) - image_path = os.path.join(output_directory, "gcs_language_report.png") - plt.savefig(image_path) - - if args.show_plots: - plt.show() + if args.enable_save: + # Create the directory if it does not exist + os.makedirs(PATHS["data_phase"], exist_ok=True) + plt.savefig(image_path) shared.update_readme( PATHS, image_path, "Google Custom Search", - "Number of Google Webpages Licensed by Language", - "Language Report", + "Bar chart showing the top 25 legal tools based on the count of" + " search results for each legal tool's URL.", + "Top 25 legal tools", args, ) - LOGGER.info("Visualization by language created.") + LOGGER.info("Visualization by license type created.") -def main(): +# def visualize_by_country(data, args): +# """ +# Create a bar chart for the number of webpages licensed by country. +# """ +# LOGGER.info( +# "Creating a bar chart for the number of webpages licensed by country." +# ) +# +# selected_quarter = args.quarter +# +# # Get the list of country columns dynamically +# columns = [col.strip() for col in data.columns.tolist()] +# +# start_index = columns.index("United States") +# end_index = columns.index("Japan") + 1 +# +# countries = columns[start_index:end_index] +# +# data.columns = data.columns.str.strip() +# +# LOGGER.info(f"Cleaned Columns: {data.columns.tolist()}") +# +# # Aggregate the data by summing the counts for each country +# country_data = data[countries].sum() +# +# plt.figure(figsize=(12, 8)) +# ax = sns.barplot(x=country_data.index, y=country_data.values) +# plt.title( +# f"Number of Google Webpages Licensed by Country ({selected_quarter})" +# ) +# plt.xlabel("Country") +# plt.ylabel("Number of Webpages") +# plt.xticks(rotation=45) +# +# # Add value numbers to the top of each bar +# for p in ax.patches: +# ax.annotate( +# format(p.get_height(), ",.0f"), +# (p.get_x() + p.get_width() / 2.0, p.get_height()), +# ha="center", +# va="center", +# xytext=(0, 9), +# textcoords="offset points", +# ) +# +# # Format the y-axis to display numbers without scientific notation +# ax.get_yaxis().get_major_formatter().set_scientific(False) +# ax.get_yaxis().set_major_formatter( +# plt.FuncFormatter(lambda x, loc: "{:,}".format(int(x))) +# ) +# +# output_directory = os.path.join( +# PATHS["data"], f"{selected_quarter}", "3-report" +# ) +# +# LOGGER.info(f"Output directory: {output_directory}") +# +# # Create the directory if it does not exist +# os.makedirs(output_directory, exist_ok=True) +# image_path = os.path.join(output_directory, "gcs_country_report.png") +# plt.savefig(image_path) +# +# if args.show_plots: +# plt.show() +# +# shared.update_readme( +# PATHS, +# image_path, +# "Google Custom Search", +# "Number of Google Webpages Licensed by Country", +# "Country Report", +# args, +# ) +# +# LOGGER.info("Visualization by country created.") +# +# +# def visualize_by_language(data, args): +# """ +# Create a bar chart for the number of webpages licensed by language. +# """ +# LOGGER.info( +# "Creating a bar chart for the number of webpages licensed by" +# " language." +# ) +# +# selected_quarter = args.quarter +# +# # Get the list of country columns dynamically +# columns = [col.strip() for col in data.columns.tolist()] +# +# start_index = columns.index("English") +# end_index = columns.index("Indonesian") + 1 +# +# languages = columns[start_index:end_index] +# +# data.columns = data.columns.str.strip() +# +# LOGGER.info(f"Cleaned Columns: {data.columns.tolist()}") +# +# # Aggregate the data by summing the counts for each country +# language_data = data[languages].sum() +# +# plt.figure(figsize=(12, 8)) +# ax = sns.barplot(x=language_data.index, y=language_data.values) +# plt.title( +# f"Number of Google Webpages Licensed by Language ({selected_quarter})" +# ) +# plt.xlabel("Language") +# plt.ylabel("Number of Webpages") +# plt.xticks(rotation=45) +# +# # Add value numbers to the top of each bar +# for p in ax.patches: +# ax.annotate( +# format(p.get_height(), ",.0f"), +# (p.get_x() + p.get_width() / 2.0, p.get_height()), +# ha="center", +# va="center", +# xytext=(0, 9), +# textcoords="offset points", +# ) +# +# # Format the y-axis to display numbers without scientific notation +# ax.get_yaxis().get_major_formatter().set_scientific(False) +# ax.get_yaxis().set_major_formatter( +# plt.FuncFormatter(lambda x, loc: "{:,}".format(int(x))) +# ) +# +# output_directory = os.path.join( +# PATHS["data"], f"{selected_quarter}", "3-report" +# ) +# +# LOGGER.info(f"Output directory: {output_directory}") +# +# # Create the directory if it does not exist +# os.makedirs(output_directory, exist_ok=True) +# image_path = os.path.join(output_directory, "gcs_language_report.png") +# plt.savefig(image_path) +# +# if args.show_plots: +# plt.show() +# +# shared.update_readme( +# PATHS, +# image_path, +# "Google Custom Search", +# "Number of Google Webpages Licensed by Language", +# "Language Report", +# args, +# ) +# +# LOGGER.info("Visualization by language created.") - # Fetch and merge changes - shared.fetch_and_merge(PATHS["repo"]) +def main(): args = parse_arguments() + args.logger = LOGGER + shared.log_paths(LOGGER, PATHS) + shared.git_fetch_and_merge(args, PATHS["repo"]) - data = load_data(args) - if data.empty: - return - - current_directory = os.getcwd() - LOGGER.info(f"Current working directory: {current_directory}") + # visualize_by_country(data, args) + visualize_top_25_tools(args) + # visualize_by_language(data, args) - visualize_by_country(data, args) - visualize_by_license_type(data, args) - visualize_by_language(data, args) - - # Add and commit changes - if not args.skip_commit: - shared.add_and_commit( - PATHS["repo"], PATHS["data_quarter"], "Add and commit new reports" - ) - - # Push changes - if not args.skip_push: - shared.push_changes(PATHS["repo"]) + args = shared.git_add_and_commit( + args, + PATHS["repo"], + PATHS["data_quarter"], + f"Add and commit Google Custom Search (GCS) reports for {QUARTER}", + ) + shared.git_push_changes(args, PATHS["repo"]) if __name__ == "__main__": @@ -348,11 +309,20 @@ def main(): LOGGER.error(e.message) sys.exit(e.exit_code) except SystemExit as e: - LOGGER.error(f"System exit with code: {e.code}") + if e.code != 0: + LOGGER.error(f"System exit with code: {e.code}") sys.exit(e.code) except KeyboardInterrupt: LOGGER.info("(130) Halted via KeyboardInterrupt.") sys.exit(130) except Exception: - LOGGER.exception(f"(1) Unhandled exception: {traceback.format_exc()}") + traceback_formatted = textwrap.indent( + highlight( + traceback.format_exc(), + PythonTracebackLexer(), + TerminalFormatter(), + ), + " ", + ) + LOGGER.critical(f"(1) Unhandled exception:\n{traceback_formatted}") sys.exit(1) From 0713b37e89eb50a69070c5ac416b73e146e8eaae Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Wed, 18 Dec 2024 08:40:02 -0800 Subject: [PATCH 08/32] add plot_totals_by_product --- scripts/3-report/gcs_report.py | 87 +++++++++++++++++++++++++++++++--- 1 file changed, 81 insertions(+), 6 deletions(-) diff --git a/scripts/3-report/gcs_report.py b/scripts/3-report/gcs_report.py index b864e93..267db16 100755 --- a/scripts/3-report/gcs_report.py +++ b/scripts/3-report/gcs_report.py @@ -64,7 +64,7 @@ def parse_arguments(): return args -def visualize_top_25_tools(args): +def plot_top_25_tools(args): """ Create a bar chart for the top 25 legal tools """ @@ -125,7 +125,81 @@ def millions_formatter(x, pos): LOGGER.info("Visualization by license type created.") -# def visualize_by_country(data, args): +def plot_totals_by_product(args): + """ + Create a bar chart of the totals by product + """ + file_path = shared.path_join( + PATHS["data_2-process"], "gcs_totals_by_product.csv" + ) + LOGGER.info(__doc__) + LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") + data = pd.read_csv(file_path) + + plt.figure(figsize=(10, 5)) + y_column = "CC legal tool product" + ax = sns.barplot( + data, + x="Count", + y=y_column, + hue=y_column, + palette="pastel", + legend=False, + ) + for index, row in data.iterrows(): + ax.annotate( + f"{row['Count']:>15,d}", + (0 + 80, index), + xycoords=("axes points", "data"), + color="black", + fontsize="x-small", + horizontalalignment="right", + verticalalignment="center", + ) + plt.title(f"Totals by product ({args.quarter})") + plt.ylabel("Creative Commons (CC) legal tool product") + plt.xscale("log") + plt.xlabel("Number of references") + + # Use the millions formatter for x-axis + def millions_formatter(x, pos): + """ + The two args are the value and tick position + """ + return f"{x * 1e-6:,.0f}M" + + ax.xaxis.set_major_formatter(ticker.FuncFormatter(millions_formatter)) + + plt.tight_layout() + if args.show_plots: + plt.show() + + image_path = shared.path_join( + PATHS["data_phase"], "gcs_totals_by_product.png" + ) + LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") + + if args.enable_save: + # Create the directory if it does not exist + os.makedirs(PATHS["data_phase"], exist_ok=True) + plt.savefig(image_path) + + shared.update_readme( + PATHS, + image_path, + "Google Custom Search", + "Bar chart showing how many documents there are for each Creative" + " Commons (CC) legal tool. **There are a total of" + f" {data['Count'].sum():,d} documents that are either CC licensed" + " or put in the public domain using a CC legal tool.**", + "Totals by product", + args, + ) + + LOGGER.info("Visualization by license type created.") + + +# def plot_by_country(data, args): # """ # Create a bar chart for the number of webpages licensed by country. # """ @@ -202,7 +276,7 @@ def millions_formatter(x, pos): # LOGGER.info("Visualization by country created.") # # -# def visualize_by_language(data, args): +# def plot_by_language(data, args)data/2024Q4/README.md: # """ # Create a bar chart for the number of webpages licensed by language. # """ @@ -286,9 +360,10 @@ def main(): shared.log_paths(LOGGER, PATHS) shared.git_fetch_and_merge(args, PATHS["repo"]) - # visualize_by_country(data, args) - visualize_top_25_tools(args) - # visualize_by_language(data, args) + plot_top_25_tools(args) + plot_totals_by_product(args) + # plot_by_country(data, args) + # plot_by_language(data, args) args = shared.git_add_and_commit( args, From ba7093fb292dcdf99a48d27d56ce10b05fb2bceb Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Wed, 18 Dec 2024 11:15:04 -0800 Subject: [PATCH 09/32] improve Google Custom Search (GCS) fetch accuracy with quotes and linkSite --- scripts/1-fetch/gcs_fetch.py | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/scripts/1-fetch/gcs_fetch.py b/scripts/1-fetch/gcs_fetch.py index 49a2886..031cfd5 100755 --- a/scripts/1-fetch/gcs_fetch.py +++ b/scripts/1-fetch/gcs_fetch.py @@ -203,8 +203,16 @@ def query_gcs(args, service, last_completed_plan_index, plan): for plan_row in plan[start:stop]: # noqa: E203 index = plan.index(plan_row) + 1 query_info = f"index: {index}, tool: {plan_row['TOOL_IDENTIFIER']}" - encoded_tool_url = urllib.parse.quote(plan_row["TOOL_URL"], safe=":/") - query_params = {"cx": GCS_CX, "q": encoded_tool_url} + # Note that the URL is quoted, which improves accuracy + # https://blog.google/products/search/how-were-improving-search-results-when-you-use-quotes/ + encoded_tool_url = urllib.parse.quote( + f'"{plan_row["TOOL_URL"]}"', safe=":/" + ) + query_params = { + "cx": GCS_CX, + "linkSite": plan_row["TOOL_URL"].lstrip("/"), + "q": encoded_tool_url, + } if plan_row["COUNTRY"]: query_info = f"{query_info}, country: {plan_row['COUNTRY']}" query_params["cr"] = plan_row["CR"] From ce68a8a1a8b794ac0db263bbcee71a9f90ac592d Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Thu, 19 Dec 2024 09:23:47 -0800 Subject: [PATCH 10/32] update data following accuracy improvements --- data/2024Q4/1-fetch/gcs_1_count.csv | 1304 ++++++++--------- .../1-fetch/gcs_2_count_by_language.csv | 560 +++---- data/2024Q4/2-process/gcs_top_25_tools.csv | 50 +- .../2-process/gcs_totals_by_free_cultural.csv | 4 +- .../2-process/gcs_totals_by_product.csv | 14 +- .../2-process/gcs_totals_by_restrictions.csv | 8 +- data/2024Q4/2-process/gcs_totals_by_unit.csv | 36 +- 7 files changed, 988 insertions(+), 988 deletions(-) diff --git a/data/2024Q4/1-fetch/gcs_1_count.csv b/data/2024Q4/1-fetch/gcs_1_count.csv index eb71e93..c01c77d 100644 --- a/data/2024Q4/1-fetch/gcs_1_count.csv +++ b/data/2024Q4/1-fetch/gcs_1_count.csv @@ -1,653 +1,653 @@ "PLAN_INDEX","TOOL_IDENTIFIER","COUNT" -"1","CC BY 4.0","414000000" -"2","CC BY-NC 4.0","154000000" -"3","CC BY-NC-ND 4.0","73400000" -"4","CC BY-NC-SA 4.0","70500000" -"5","CC BY-ND 4.0","122000000" -"6","CC BY-SA 4.0","185000000" -"7","PDM 1.0","13100000" -"8","CC0 1.0","29700000" 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"PLAN_INDEX","TOOL_IDENTIFIER","LANGUAGE","COUNT" -"653","CC BY 4.0","Arabic","239000" -"654","CC BY 4.0","Bulgarian","55900" -"655","CC BY 4.0","Catalan","260000" -"656","CC BY 4.0","Chinese (Simplified)","6420000" -"657","CC BY 4.0","Chinese (Traditional)","221000" -"658","CC BY 4.0","Croatian","113000" -"659","CC BY 4.0","Czech","581000" -"660","CC BY 4.0","Danish","124000" -"661","CC BY 4.0","Dutch","227000" -"662","CC BY 4.0","English","377000000" -"663","CC BY 4.0","Estonian","48100" -"664","CC BY 4.0","Finnish","191000" -"665","CC BY 4.0","French","4020000" -"666","CC BY 4.0","German","6630000" -"667","CC BY 4.0","Greek","176000" -"668","CC BY 4.0","Hebrew","75400" -"669","CC BY 4.0","Hungarian","140000" -"670","CC BY 4.0","Icelandic","28900" -"671","CC BY 4.0","Indonesian","12500000" -"672","CC BY 4.0","Italian","1010000" -"673","CC BY 4.0","Japanese","2040000" -"674","CC BY 4.0","Korean","278000" -"675","CC BY 4.0","Latvian","62400" -"676","CC BY 4.0","Lithuanian","85000" -"677","CC BY 4.0","Norwegian","192000" -"678","CC BY 4.0","Polish","480000" -"679","CC BY 4.0","Portuguese","9170000" -"680","CC BY 4.0","Romanian","104000" -"681","CC BY 4.0","Russian","12100000" -"682","CC BY 4.0","Serbian","194000" -"683","CC BY 4.0","Slovak","54400" -"684","CC BY 4.0","Slovenian","131000" -"685","CC BY 4.0","Spanish","14300000" -"686","CC BY 4.0","Swedish","201000" -"687","CC BY 4.0","Turkish","719000" -"688","CC BY-NC 4.0","Arabic","26600" -"689","CC BY-NC 4.0","Bulgarian","9340" -"690","CC BY-NC 4.0","Catalan","54400" -"691","CC BY-NC 4.0","Chinese (Simplified)","133000" -"692","CC BY-NC 4.0","Chinese (Traditional)","23200" -"693","CC BY-NC 4.0","Croatian","12700" -"694","CC BY-NC 4.0","Czech","35900" -"695","CC BY-NC 4.0","Danish","14800" -"696","CC BY-NC 4.0","Dutch","42500" -"697","CC BY-NC 4.0","English","148000000" -"698","CC BY-NC 4.0","Estonian","15800" -"699","CC BY-NC 4.0","Finnish","24100" -"700","CC BY-NC 4.0","French","4980000" -"701","CC BY-NC 4.0","German","216000" -"702","CC BY-NC 4.0","Greek","92200" -"703","CC BY-NC 4.0","Hebrew","2510" -"704","CC BY-NC 4.0","Hungarian","43800" -"705","CC BY-NC 4.0","Icelandic","8330" -"706","CC BY-NC 4.0","Indonesian","176000" -"707","CC BY-NC 4.0","Italian","94600" -"708","CC BY-NC 4.0","Japanese","183000" -"709","CC BY-NC 4.0","Korean","98300" -"710","CC BY-NC 4.0","Latvian","12600" -"711","CC BY-NC 4.0","Lithuanian","22000" -"712","CC BY-NC 4.0","Norwegian","46300" -"713","CC BY-NC 4.0","Polish","128000" -"714","CC BY-NC 4.0","Portuguese","6830000" -"715","CC BY-NC 4.0","Romanian","16900" -"716","CC BY-NC 4.0","Russian","106000" -"717","CC BY-NC 4.0","Serbian","20400" -"718","CC BY-NC 4.0","Slovak","6020" -"719","CC BY-NC 4.0","Slovenian","49500" -"720","CC BY-NC 4.0","Spanish","3170000" -"721","CC BY-NC 4.0","Swedish","58600" -"722","CC BY-NC 4.0","Turkish","396000" -"723","CC BY-NC-ND 4.0","Arabic","9180" -"724","CC BY-NC-ND 4.0","Bulgarian","3470" -"725","CC BY-NC-ND 4.0","Catalan","39900" -"726","CC BY-NC-ND 4.0","Chinese (Simplified)","55100" -"727","CC BY-NC-ND 4.0","Chinese (Traditional)","10100" -"728","CC BY-NC-ND 4.0","Croatian","6880" -"729","CC BY-NC-ND 4.0","Czech","22400" -"730","CC BY-NC-ND 4.0","Danish","7250" -"731","CC BY-NC-ND 4.0","Dutch","23000" -"732","CC BY-NC-ND 4.0","English","69200000" -"733","CC BY-NC-ND 4.0","Estonian","4180" -"734","CC BY-NC-ND 4.0","Finnish","15200" -"735","CC BY-NC-ND 4.0","French","140000" -"736","CC BY-NC-ND 4.0","German","117000" -"737","CC BY-NC-ND 4.0","Greek","35000" -"738","CC BY-NC-ND 4.0","Hebrew","1410" -"739","CC BY-NC-ND 4.0","Hungarian","16500" -"740","CC BY-NC-ND 4.0","Icelandic","10" -"741","CC BY-NC-ND 4.0","Indonesian","50000" -"742","CC BY-NC-ND 4.0","Italian","41000" -"743","CC BY-NC-ND 4.0","Japanese","132000" -"744","CC BY-NC-ND 4.0","Korean","22600" -"745","CC BY-NC-ND 4.0","Latvian","1550" -"746","CC BY-NC-ND 4.0","Lithuanian","17600" -"747","CC BY-NC-ND 4.0","Norwegian","19600" -"748","CC BY-NC-ND 4.0","Polish","61100" -"749","CC BY-NC-ND 4.0","Portuguese","263000" -"750","CC BY-NC-ND 4.0","Romanian","12500" -"751","CC BY-NC-ND 4.0","Russian","34800" -"752","CC BY-NC-ND 4.0","Serbian","12800" -"753","CC BY-NC-ND 4.0","Slovak","2780" -"754","CC BY-NC-ND 4.0","Slovenian","39100" -"755","CC BY-NC-ND 4.0","Spanish","1620000" -"756","CC BY-NC-ND 4.0","Swedish","25700" -"757","CC BY-NC-ND 4.0","Turkish","65400" -"758","CC BY-NC-SA 4.0","Arabic","10700" -"759","CC BY-NC-SA 4.0","Bulgarian","5680" -"760","CC BY-NC-SA 4.0","Catalan","11700" -"761","CC BY-NC-SA 4.0","Chinese (Simplified)","40600" -"762","CC BY-NC-SA 4.0","Chinese (Traditional)","4370" -"763","CC BY-NC-SA 4.0","Croatian","12700" -"764","CC BY-NC-SA 4.0","Czech","10600" -"765","CC BY-NC-SA 4.0","Danish","2520" -"766","CC BY-NC-SA 4.0","Dutch","15300" -"767","CC BY-NC-SA 4.0","English","66800000" -"768","CC BY-NC-SA 4.0","Estonian","8120" -"769","CC BY-NC-SA 4.0","Finnish","5730" -"770","CC BY-NC-SA 4.0","French","2460000" -"771","CC BY-NC-SA 4.0","German","86900" -"772","CC BY-NC-SA 4.0","Greek","66200" -"773","CC BY-NC-SA 4.0","Hebrew","527" -"774","CC BY-NC-SA 4.0","Hungarian","20900" -"775","CC BY-NC-SA 4.0","Icelandic","2250" -"776","CC BY-NC-SA 4.0","Indonesian","96800" -"777","CC BY-NC-SA 4.0","Italian","81100" -"778","CC BY-NC-SA 4.0","Japanese","55700" -"779","CC BY-NC-SA 4.0","Korean","22100" -"780","CC BY-NC-SA 4.0","Latvian","5300" -"781","CC BY-NC-SA 4.0","Lithuanian","3550" -"782","CC BY-NC-SA 4.0","Norwegian","16900" -"783","CC BY-NC-SA 4.0","Polish","86800" -"784","CC BY-NC-SA 4.0","Portuguese","2690000" -"785","CC BY-NC-SA 4.0","Romanian","7150" -"786","CC BY-NC-SA 4.0","Russian","34100" -"787","CC BY-NC-SA 4.0","Serbian","20400" -"788","CC BY-NC-SA 4.0","Slovak","6020" -"789","CC BY-NC-SA 4.0","Slovenian","4890" -"790","CC BY-NC-SA 4.0","Spanish","972000" -"791","CC BY-NC-SA 4.0","Swedish","16900" -"792","CC BY-NC-SA 4.0","Turkish","302000" -"793","CC BY-ND 4.0","Arabic","13900" -"794","CC BY-ND 4.0","Bulgarian","3820" -"795","CC BY-ND 4.0","Catalan","43900" -"796","CC BY-ND 4.0","Chinese (Simplified)","93900" -"797","CC BY-ND 4.0","Chinese (Traditional)","21000" -"798","CC BY-ND 4.0","Croatian","8180" -"799","CC BY-ND 4.0","Czech","26300" -"800","CC BY-ND 4.0","Danish","7880" -"801","CC BY-ND 4.0","Dutch","125000" -"802","CC BY-ND 4.0","English","119000000" -"803","CC BY-ND 4.0","Estonian","4660" -"804","CC BY-ND 4.0","Finnish","16400" -"805","CC BY-ND 4.0","French","149000" -"806","CC BY-ND 4.0","German","166000" -"807","CC BY-ND 4.0","Greek","38400" -"808","CC BY-ND 4.0","Hebrew","2250" -"809","CC BY-ND 4.0","Hungarian","18600" -"810","CC BY-ND 4.0","Icelandic","9" -"811","CC BY-ND 4.0","Indonesian","180000" -"812","CC BY-ND 4.0","Italian","52100" -"813","CC BY-ND 4.0","Japanese","153000" -"814","CC BY-ND 4.0","Korean","26300" -"815","CC BY-ND 4.0","Latvian","1700" -"816","CC BY-ND 4.0","Lithuanian","18500" -"817","CC BY-ND 4.0","Norwegian","23000" -"818","CC BY-ND 4.0","Polish","75200" -"819","CC BY-ND 4.0","Portuguese","271000" -"820","CC BY-ND 4.0","Romanian","13700" -"821","CC BY-ND 4.0","Russian","53400" -"822","CC BY-ND 4.0","Serbian","15500" -"823","CC BY-ND 4.0","Slovak","3250" -"824","CC BY-ND 4.0","Slovenian","42300" -"825","CC BY-ND 4.0","Spanish","1750000" -"826","CC BY-ND 4.0","Swedish","27200" -"827","CC BY-ND 4.0","Turkish","67300" -"828","CC BY-SA 4.0","Arabic","73300" -"829","CC BY-SA 4.0","Bulgarian","42100" -"830","CC BY-SA 4.0","Catalan","55800" -"831","CC BY-SA 4.0","Chinese (Simplified)","454000" -"832","CC BY-SA 4.0","Chinese (Traditional)","55900" -"833","CC BY-SA 4.0","Croatian","113000" -"834","CC BY-SA 4.0","Czech","83800" -"835","CC BY-SA 4.0","Danish","20900" -"836","CC BY-SA 4.0","Dutch","101000" -"837","CC BY-SA 4.0","English","171000000" -"838","CC BY-SA 4.0","Estonian","25100" -"839","CC BY-SA 4.0","Finnish","38500" -"840","CC BY-SA 4.0","French","1210000" -"841","CC BY-SA 4.0","German","2150000" -"842","CC BY-SA 4.0","Greek","92600" -"843","CC BY-SA 4.0","Hebrew","33700" -"844","CC BY-SA 4.0","Hungarian","56400" -"845","CC BY-SA 4.0","Icelandic","6840" -"846","CC BY-SA 4.0","Indonesian","693000" -"847","CC BY-SA 4.0","Italian","613000" -"848","CC BY-SA 4.0","Japanese","544000" -"849","CC BY-SA 4.0","Korean","65700" -"850","CC BY-SA 4.0","Latvian","16000" -"851","CC BY-SA 4.0","Lithuanian","21300" -"852","CC BY-SA 4.0","Norwegian","70400" -"853","CC BY-SA 4.0","Polish","239000" -"854","CC BY-SA 4.0","Portuguese","6440000" -"855","CC BY-SA 4.0","Romanian","69100" -"856","CC BY-SA 4.0","Russian","348000" -"857","CC BY-SA 4.0","Serbian","193000" -"858","CC BY-SA 4.0","Slovak","54100" -"859","CC BY-SA 4.0","Slovenian","20500" -"860","CC BY-SA 4.0","Spanish","4920000" -"861","CC BY-SA 4.0","Swedish","70200" -"862","CC BY-SA 4.0","Turkish","606000" -"863","PDM 1.0","Arabic","14300" -"864","PDM 1.0","Bulgarian","5790" -"865","PDM 1.0","Catalan","37900" -"866","PDM 1.0","Chinese (Simplified)","75800" -"867","PDM 1.0","Chinese (Traditional)","7240" -"868","PDM 1.0","Croatian","10100" -"869","PDM 1.0","Czech","38800" -"870","PDM 1.0","Danish","9060" -"871","PDM 1.0","Dutch","114000" -"872","PDM 1.0","English","5750000" -"873","PDM 1.0","Estonian","15700" -"874","PDM 1.0","Finnish","19700" -"875","PDM 1.0","French","102000" -"876","PDM 1.0","German","140000" -"877","PDM 1.0","Greek","7290" -"878","PDM 1.0","Hebrew","5180" -"879","PDM 1.0","Hungarian","10600" -"880","PDM 1.0","Icelandic","9" -"881","PDM 1.0","Indonesian","9010" -"882","PDM 1.0","Italian","58800" -"883","PDM 1.0","Japanese","49400" -"884","PDM 1.0","Korean","7140" -"885","PDM 1.0","Latvian","3760" -"886","PDM 1.0","Lithuanian","12100" -"887","PDM 1.0","Norwegian","20500" -"888","PDM 1.0","Polish","60100" -"889","PDM 1.0","Portuguese","31400" -"890","PDM 1.0","Romanian","11900" -"891","PDM 1.0","Russian","46000" -"892","PDM 1.0","Serbian","6480" -"893","PDM 1.0","Slovak","6010" -"894","PDM 1.0","Slovenian","18800" -"895","PDM 1.0","Spanish","126000" -"896","PDM 1.0","Swedish","62100" -"897","PDM 1.0","Turkish","10200" -"898","CC0 1.0","Arabic","18200" -"899","CC0 1.0","Bulgarian","14000" -"900","CC0 1.0","Catalan","7970" -"901","CC0 1.0","Chinese (Simplified)","60100" -"902","CC0 1.0","Chinese (Traditional)","19900" -"903","CC0 1.0","Croatian","8550" -"904","CC0 1.0","Czech","31100" -"905","CC0 1.0","Danish","21000" -"906","CC0 1.0","Dutch","217000" -"907","CC0 1.0","English","27500000" -"908","CC0 1.0","Estonian","16000" -"909","CC0 1.0","Finnish","21800" -"910","CC0 1.0","French","81700" -"911","CC0 1.0","German","113000" -"912","CC0 1.0","Greek","12600" -"913","CC0 1.0","Hebrew","6950" -"914","CC0 1.0","Hungarian","22100" -"915","CC0 1.0","Icelandic","2550" -"916","CC0 1.0","Indonesian","10600" -"917","CC0 1.0","Italian","38700" -"918","CC0 1.0","Japanese","39100" -"919","CC0 1.0","Korean","7830" -"920","CC0 1.0","Latvian","6690" -"921","CC0 1.0","Lithuanian","9630" -"922","CC0 1.0","Norwegian","10400" -"923","CC0 1.0","Polish","22200" -"924","CC0 1.0","Portuguese","29300" -"925","CC0 1.0","Romanian","15000" -"926","CC0 1.0","Russian","90200" -"927","CC0 1.0","Serbian","39000" -"928","CC0 1.0","Slovak","9630" -"929","CC0 1.0","Slovenian","3710" -"930","CC0 1.0","Spanish","137000" -"931","CC0 1.0","Swedish","72100" -"932","CC0 1.0","Turkish","8210" +"653","CC BY 4.0","Arabic","29500" +"654","CC BY 4.0","Bulgarian","10100" +"655","CC BY 4.0","Catalan","83700" +"656","CC BY 4.0","Chinese (Simplified)","161000" +"657","CC BY 4.0","Chinese (Traditional)","34100" +"658","CC BY 4.0","Croatian","60700" +"659","CC BY 4.0","Czech","139000" +"660","CC BY 4.0","Danish","34500" +"661","CC BY 4.0","Dutch","154000" +"662","CC BY 4.0","English","329000000" +"663","CC BY 4.0","Estonian","7000" +"664","CC BY 4.0","Finnish","63200" +"665","CC BY 4.0","French","693000" +"666","CC BY 4.0","German","4360000" +"667","CC BY 4.0","Greek","34900" +"668","CC BY 4.0","Hebrew","25900" +"669","CC BY 4.0","Hungarian","36900" +"670","CC BY 4.0","Icelandic","12700" +"671","CC BY 4.0","Indonesian","2710000" +"672","CC BY 4.0","Italian","206000" +"673","CC BY 4.0","Japanese","219000" +"674","CC BY 4.0","Korean","94000" +"675","CC BY 4.0","Latvian","23800" +"676","CC BY 4.0","Lithuanian","29800" +"677","CC BY 4.0","Norwegian","65800" +"678","CC BY 4.0","Polish","188000" +"679","CC BY 4.0","Portuguese","1940000" +"680","CC BY 4.0","Romanian","55200" +"681","CC BY 4.0","Russian","387000" +"682","CC BY 4.0","Serbian","62300" +"683","CC BY 4.0","Slovak","22800" +"684","CC BY 4.0","Slovenian","113000" +"685","CC BY 4.0","Spanish","6850000" +"686","CC BY 4.0","Swedish","56100" +"687","CC BY 4.0","Turkish","168000" +"688","CC BY-NC 4.0","Arabic","4780" +"689","CC BY-NC 4.0","Bulgarian","1100" +"690","CC BY-NC 4.0","Catalan","12100" +"691","CC BY-NC 4.0","Chinese (Simplified)","34100" +"692","CC BY-NC 4.0","Chinese (Traditional)","4710" +"693","CC BY-NC 4.0","Croatian","7330" +"694","CC BY-NC 4.0","Czech","8240" +"695","CC BY-NC 4.0","Danish","2740" +"696","CC BY-NC 4.0","Dutch","39100" +"697","CC BY-NC 4.0","English","130000000" +"698","CC BY-NC 4.0","Estonian","1980" +"699","CC BY-NC 4.0","Finnish","10400" +"700","CC BY-NC 4.0","French","376000" +"701","CC BY-NC 4.0","German","114000" +"702","CC BY-NC 4.0","Greek","14200" +"703","CC BY-NC 4.0","Hebrew","519" +"704","CC BY-NC 4.0","Hungarian","7430" +"705","CC BY-NC 4.0","Icelandic","3560" +"706","CC BY-NC 4.0","Indonesian","97800" +"707","CC BY-NC 4.0","Italian","21000" +"708","CC BY-NC 4.0","Japanese","19000" +"709","CC BY-NC 4.0","Korean","40000" +"710","CC BY-NC 4.0","Latvian","6030" +"711","CC BY-NC 4.0","Lithuanian","6100" +"712","CC BY-NC 4.0","Norwegian","8320" +"713","CC BY-NC 4.0","Polish","65600" +"714","CC BY-NC 4.0","Portuguese","898000" +"715","CC BY-NC 4.0","Romanian","15800" +"716","CC BY-NC 4.0","Russian","25100" +"717","CC BY-NC 4.0","Serbian","3360" +"718","CC BY-NC 4.0","Slovak","2560" +"719","CC BY-NC 4.0","Slovenian","57000" +"720","CC BY-NC 4.0","Spanish","799000" +"721","CC BY-NC 4.0","Swedish","8220" +"722","CC BY-NC 4.0","Turkish","105000" +"723","CC BY-NC-ND 4.0","Arabic","4640" +"724","CC BY-NC-ND 4.0","Bulgarian","1060" +"725","CC BY-NC-ND 4.0","Catalan","11200" +"726","CC BY-NC-ND 4.0","Chinese (Simplified)","33100" +"727","CC BY-NC-ND 4.0","Chinese (Traditional)","4420" +"728","CC BY-NC-ND 4.0","Croatian","6830" +"729","CC BY-NC-ND 4.0","Czech","7660" +"730","CC BY-NC-ND 4.0","Danish","2630" +"731","CC BY-NC-ND 4.0","Dutch","35100" +"732","CC BY-NC-ND 4.0","English","130000000" +"733","CC BY-NC-ND 4.0","Estonian","1640" +"734","CC BY-NC-ND 4.0","Finnish","10100" +"735","CC BY-NC-ND 4.0","French","233000" +"736","CC BY-NC-ND 4.0","German","85300" +"737","CC BY-NC-ND 4.0","Greek","12800" +"738","CC BY-NC-ND 4.0","Hebrew","509" +"739","CC BY-NC-ND 4.0","Hungarian","4840" +"740","CC BY-NC-ND 4.0","Icelandic","3200" +"741","CC BY-NC-ND 4.0","Indonesian","90700" +"742","CC BY-NC-ND 4.0","Italian","20000" +"743","CC BY-NC-ND 4.0","Japanese","29900" +"744","CC BY-NC-ND 4.0","Korean","39700" +"745","CC BY-NC-ND 4.0","Latvian","3920" +"746","CC BY-NC-ND 4.0","Lithuanian","5400" +"747","CC BY-NC-ND 4.0","Norwegian","8050" +"748","CC BY-NC-ND 4.0","Polish","63200" +"749","CC BY-NC-ND 4.0","Portuguese","771000" +"750","CC BY-NC-ND 4.0","Romanian","13600" +"751","CC BY-NC-ND 4.0","Russian","24600" +"752","CC BY-NC-ND 4.0","Serbian","3190" +"753","CC BY-NC-ND 4.0","Slovak","2160" +"754","CC BY-NC-ND 4.0","Slovenian","56700" +"755","CC BY-NC-ND 4.0","Spanish","698000" +"756","CC BY-NC-ND 4.0","Swedish","7290" +"757","CC BY-NC-ND 4.0","Turkish","99600" +"758","CC BY-NC-SA 4.0","Arabic","2000" +"759","CC BY-NC-SA 4.0","Bulgarian","686" +"760","CC BY-NC-SA 4.0","Catalan","3700" +"761","CC BY-NC-SA 4.0","Chinese (Simplified)","12000" +"762","CC BY-NC-SA 4.0","Chinese (Traditional)","1070" +"763","CC BY-NC-SA 4.0","Croatian","7330" +"764","CC BY-NC-SA 4.0","Czech","3550" +"765","CC BY-NC-SA 4.0","Danish","599" +"766","CC BY-NC-SA 4.0","Dutch","13000" +"767","CC BY-NC-SA 4.0","English","52000000" +"768","CC BY-NC-SA 4.0","Estonian","1210" +"769","CC BY-NC-SA 4.0","Finnish","3000" +"770","CC BY-NC-SA 4.0","French","302000" +"771","CC BY-NC-SA 4.0","German","50000" +"772","CC BY-NC-SA 4.0","Greek","10100" +"773","CC BY-NC-SA 4.0","Hebrew","70" +"774","CC BY-NC-SA 4.0","Hungarian","4200" +"775","CC BY-NC-SA 4.0","Icelandic","1090" +"776","CC BY-NC-SA 4.0","Indonesian","54100" +"777","CC BY-NC-SA 4.0","Italian","27600" +"778","CC BY-NC-SA 4.0","Japanese","7220" +"779","CC BY-NC-SA 4.0","Korean","10400" +"780","CC BY-NC-SA 4.0","Latvian","2690" +"781","CC BY-NC-SA 4.0","Lithuanian","2180" +"782","CC BY-NC-SA 4.0","Norwegian","3570" +"783","CC BY-NC-SA 4.0","Polish","55000" +"784","CC BY-NC-SA 4.0","Portuguese","524000" +"785","CC BY-NC-SA 4.0","Romanian","11400" +"786","CC BY-NC-SA 4.0","Russian","9330" +"787","CC BY-NC-SA 4.0","Serbian","3370" +"788","CC BY-NC-SA 4.0","Slovak","2530" +"789","CC BY-NC-SA 4.0","Slovenian","2620" +"790","CC BY-NC-SA 4.0","Spanish","532000" +"791","CC BY-NC-SA 4.0","Swedish","1660" +"792","CC BY-NC-SA 4.0","Turkish","86700" +"793","CC BY-ND 4.0","Arabic","3530" +"794","CC BY-ND 4.0","Bulgarian","927" +"795","CC BY-ND 4.0","Catalan","7830" +"796","CC BY-ND 4.0","Chinese (Simplified)","37300" +"797","CC BY-ND 4.0","Chinese (Traditional)","4880" +"798","CC BY-ND 4.0","Croatian","4600" +"799","CC BY-ND 4.0","Czech","5330" +"800","CC BY-ND 4.0","Danish","2000" +"801","CC BY-ND 4.0","Dutch","107000" +"802","CC BY-ND 4.0","English","97700000" +"803","CC BY-ND 4.0","Estonian","240" +"804","CC BY-ND 4.0","Finnish","7580" +"805","CC BY-ND 4.0","French","62500" +"806","CC BY-ND 4.0","German","90300" +"807","CC BY-ND 4.0","Greek","10500" +"808","CC BY-ND 4.0","Hebrew","305" +"809","CC BY-ND 4.0","Hungarian","4150" +"810","CC BY-ND 4.0","Icelandic","1160" +"811","CC BY-ND 4.0","Indonesian","95100" +"812","CC BY-ND 4.0","Italian","17000" +"813","CC BY-ND 4.0","Japanese","27300" +"814","CC BY-ND 4.0","Korean","14900" +"815","CC BY-ND 4.0","Latvian","190" +"816","CC BY-ND 4.0","Lithuanian","4940" +"817","CC BY-ND 4.0","Norwegian","4660" +"818","CC BY-ND 4.0","Polish","25100" +"819","CC BY-ND 4.0","Portuguese","132000" +"820","CC BY-ND 4.0","Romanian","12100" +"821","CC BY-ND 4.0","Russian","19900" +"822","CC BY-ND 4.0","Serbian","2980" +"823","CC BY-ND 4.0","Slovak","1460" +"824","CC BY-ND 4.0","Slovenian","51400" +"825","CC BY-ND 4.0","Spanish","368000" +"826","CC BY-ND 4.0","Swedish","3760" +"827","CC BY-ND 4.0","Turkish","33000" +"828","CC BY-SA 4.0","Arabic","14100" +"829","CC BY-SA 4.0","Bulgarian","7470" +"830","CC BY-SA 4.0","Catalan","22900" +"831","CC BY-SA 4.0","Chinese (Simplified)","51200" +"832","CC BY-SA 4.0","Chinese (Traditional)","12300" +"833","CC BY-SA 4.0","Croatian","60300" +"834","CC BY-SA 4.0","Czech","43200" +"835","CC BY-SA 4.0","Danish","12800" +"836","CC BY-SA 4.0","Dutch","85400" +"837","CC BY-SA 4.0","English","161000000" +"838","CC BY-SA 4.0","Estonian","4100" +"839","CC BY-SA 4.0","Finnish","17800" +"840","CC BY-SA 4.0","French","342000" +"841","CC BY-SA 4.0","German","1200000" +"842","CC BY-SA 4.0","Greek","20500" +"843","CC BY-SA 4.0","Hebrew","8820" +"844","CC BY-SA 4.0","Hungarian","24000" +"845","CC BY-SA 4.0","Icelandic","3990" +"846","CC BY-SA 4.0","Indonesian","234000" +"847","CC BY-SA 4.0","Italian","275000" +"848","CC BY-SA 4.0","Japanese","130000" +"849","CC BY-SA 4.0","Korean","37600" +"850","CC BY-SA 4.0","Latvian","7890" +"851","CC BY-SA 4.0","Lithuanian","9510" +"852","CC BY-SA 4.0","Norwegian","37100" +"853","CC BY-SA 4.0","Polish","136000" +"854","CC BY-SA 4.0","Portuguese","851000" +"855","CC BY-SA 4.0","Romanian","44000" +"856","CC BY-SA 4.0","Russian","118000" +"857","CC BY-SA 4.0","Serbian","61700" +"858","CC BY-SA 4.0","Slovak","22700" +"859","CC BY-SA 4.0","Slovenian","90700" +"860","CC BY-SA 4.0","Spanish","4550000" +"861","CC BY-SA 4.0","Swedish","30400" +"862","CC BY-SA 4.0","Turkish","128000" +"863","PDM 1.0","Arabic","3670" +"864","PDM 1.0","Bulgarian","758" +"865","PDM 1.0","Catalan","4210" +"866","PDM 1.0","Chinese (Simplified)","12600" +"867","PDM 1.0","Chinese (Traditional)","2900" +"868","PDM 1.0","Croatian","2710" +"869","PDM 1.0","Czech","12600" +"870","PDM 1.0","Danish","4250" +"871","PDM 1.0","Dutch","39800" +"872","PDM 1.0","English","4430000" +"873","PDM 1.0","Estonian","2030" +"874","PDM 1.0","Finnish","1730" +"875","PDM 1.0","French","54200" +"876","PDM 1.0","German","56000" +"877","PDM 1.0","Greek","2380" +"878","PDM 1.0","Hebrew","1700" +"879","PDM 1.0","Hungarian","3080" +"880","PDM 1.0","Icelandic","275" +"881","PDM 1.0","Indonesian","4090" +"882","PDM 1.0","Italian","27700" +"883","PDM 1.0","Japanese","17800" +"884","PDM 1.0","Korean","6060" +"885","PDM 1.0","Latvian","376" +"886","PDM 1.0","Lithuanian","1160" +"887","PDM 1.0","Norwegian","6410" +"888","PDM 1.0","Polish","17900" +"889","PDM 1.0","Portuguese","13900" +"890","PDM 1.0","Romanian","1750" +"891","PDM 1.0","Russian","15200" +"892","PDM 1.0","Serbian","2010" +"893","PDM 1.0","Slovak","1260" +"894","PDM 1.0","Slovenian","2410" +"895","PDM 1.0","Spanish","38400" +"896","PDM 1.0","Swedish","30500" +"897","PDM 1.0","Turkish","3830" +"898","CC0 1.0","Arabic","7820" +"899","CC0 1.0","Bulgarian","2090" +"900","CC0 1.0","Catalan","6090" +"901","CC0 1.0","Chinese (Simplified)","15300" +"902","CC0 1.0","Chinese (Traditional)","5430" +"903","CC0 1.0","Croatian","6180" +"904","CC0 1.0","Czech","16800" +"905","CC0 1.0","Danish","13100" +"906","CC0 1.0","Dutch","80900" +"907","CC0 1.0","English","29000000" +"908","CC0 1.0","Estonian","2760" +"909","CC0 1.0","Finnish","6830" +"910","CC0 1.0","French","65000" +"911","CC0 1.0","German","84800" +"912","CC0 1.0","Greek","5580" +"913","CC0 1.0","Hebrew","2880" +"914","CC0 1.0","Hungarian","8730" +"915","CC0 1.0","Icelandic","1540" +"916","CC0 1.0","Indonesian","7270" +"917","CC0 1.0","Italian","45600" +"918","CC0 1.0","Japanese","20100" +"919","CC0 1.0","Korean","8000" +"920","CC0 1.0","Latvian","1570" +"921","CC0 1.0","Lithuanian","2120" +"922","CC0 1.0","Norwegian","6390" +"923","CC0 1.0","Polish","27700" +"924","CC0 1.0","Portuguese","26600" +"925","CC0 1.0","Romanian","5740" +"926","CC0 1.0","Russian","29300" +"927","CC0 1.0","Serbian","23600" +"928","CC0 1.0","Slovak","3180" +"929","CC0 1.0","Slovenian","2870" +"930","CC0 1.0","Spanish","72000" +"931","CC0 1.0","Swedish","43000" +"932","CC0 1.0","Turkish","5910" diff --git a/data/2024Q4/2-process/gcs_top_25_tools.csv b/data/2024Q4/2-process/gcs_top_25_tools.csv index d526312..376525e 100644 --- a/data/2024Q4/2-process/gcs_top_25_tools.csv +++ b/data/2024Q4/2-process/gcs_top_25_tools.csv @@ -1,26 +1,26 @@ "CC legal tool","Count" -"CC BY 3.0 AT","793000000" -"CC BY 2.0 AT","774000000" -"CC BY 2.0 BE","774000000" -"CC BY 2.0 IT","767000000" -"CC BY 3.0 IT","762000000" -"CC BY 3.0 FR","732000000" -"CC BY 3.0 NO","669000000" -"CC BY 3.0 US","661000000" -"CC BY 3.0 DE","579000000" -"CC BY 2.0 DE","553000000" -"CC BY 4.0","414000000" -"CC BY 3.0 IE","361000000" -"CC BY-SA 3.0 AT","344000000" -"CC BY-SA 2.0 BE","335000000" -"CC BY-SA 2.0 AT","335000000" -"CC BY-SA 2.0 IT","335000000" -"CC BY-SA 3.0 IT","333000000" -"CC BY 2.0 UK","331000000" -"CC BY-SA 3.0 FR","325000000" -"CC BY-SA 3.0 NO","307000000" -"CC BY-SA 3.0 US","293000000" -"CC BY-SA 3.0 DE","279000000" -"CC BY-ND 3.0 AT","279000000" -"CC BY-SA 2.0 DE","275000000" -"CC BY-ND 3.0 TH","274000000" +"CC BY 2.0 AT","550000000" +"CC BY 2.0 IT","550000000" +"CC BY 2.0 BE","549000000" +"CC BY 3.0 IT","548000000" +"CC BY 3.0 AT","524000000" +"CC BY 3.0 FR","518000000" +"CC BY 3.0 NO","511000000" +"CC BY 3.0 US","486000000" +"CC BY 2.0 DE","432000000" +"CC BY 3.0 DE","407000000" +"CC BY 4.0","324000000" +"CC BY-ND 4.0","322000000" +"CC BY 3.0 IE","318000000" +"CC BY-SA 2.0 IT","284000000" +"CC BY-SA 2.0 BE","279000000" +"CC BY-SA 3.0 IT","279000000" +"CC BY-SA 2.0 AT","279000000" +"CC BY-SA 3.0 FR","276000000" +"CC BY 2.0 UK","274000000" +"CC BY-SA 3.0 AT","272000000" +"CC BY-SA 3.0 NO","268000000" +"CC BY-SA 3.0 US","251000000" +"CC BY-SA 2.0 DE","244000000" +"CC BY-SA 3.0 DE","237000000" +"CC BY 3.0 PH","228000000" diff --git a/data/2024Q4/2-process/gcs_totals_by_free_cultural.csv b/data/2024Q4/2-process/gcs_totals_by_free_cultural.csv index f787b4f..e0394fe 100644 --- a/data/2024Q4/2-process/gcs_totals_by_free_cultural.csv +++ b/data/2024Q4/2-process/gcs_totals_by_free_cultural.csv @@ -1,3 +1,3 @@ "Category","Count" -"Approved for Free Cultural Works","26263961000" -"Limited uses","18561939832" +"Approved for Free Cultural Works","21006439000" +"Limited uses","15762297041" diff --git a/data/2024Q4/2-process/gcs_totals_by_product.csv b/data/2024Q4/2-process/gcs_totals_by_product.csv index 7de4eb3..05a94ed 100644 --- a/data/2024Q4/2-process/gcs_totals_by_product.csv +++ b/data/2024Q4/2-process/gcs_totals_by_product.csv @@ -1,8 +1,8 @@ "CC legal tool product","Count" -"Licenses version 4.0","1018900000" -"Licenses version 3.0","20628432000" -"Licenses version 2.x","20875323832" -"Licenses version 1.0","2207545000" -"CC0 1.0","29700000" -"Public Domain Mark 1.0","13100000" -"Certification 1.0 US","52900000" +"Licenses version 4.0","1132000000" +"Licenses version 3.0","15289017400" +"Licenses version 2.x","18343329641" +"Licenses version 1.0","1918709000" +"CC0 1.0","30500000" +"Public Domain Mark 1.0","8180000" +"Certification 1.0 US","47000000" diff --git a/data/2024Q4/2-process/gcs_totals_by_restrictions.csv b/data/2024Q4/2-process/gcs_totals_by_restrictions.csv index fd9c9d2..28198aa 100644 --- a/data/2024Q4/2-process/gcs_totals_by_restrictions.csv +++ b/data/2024Q4/2-process/gcs_totals_by_restrictions.csv @@ -1,5 +1,5 @@ "Category","Count" -"level 0","95700000" -"level 1","26168261000" -"level 2","7524932400" -"level 3","11037007432" +"level 0","85680000" +"level 1","20920759000" +"level 2","5655765800" +"level 3","10106531241" diff --git a/data/2024Q4/2-process/gcs_totals_by_unit.csv b/data/2024Q4/2-process/gcs_totals_by_unit.csv index ca9e6eb..59fea4b 100644 --- a/data/2024Q4/2-process/gcs_totals_by_unit.csv +++ b/data/2024Q4/2-process/gcs_totals_by_unit.csv @@ -1,19 +1,19 @@ "Legal Tool Unit","Count" -"by","17312085000" -"by-sa","8115676000" -"by-nd","6830620000" -"by-nc","4772599000" -"by-nc-nd","3381697000" -"by-nc-sa","2243522400" -"nd","628900000" -"sampling+","454000000" -"sampling","315200000" -"sa","286500000" -"nc","139386000" -"nd-nc","138490000" -"nc-sampling+","57300000" -"nc-sa","54225000" -"certification","52900000" -"cc0","29700000" -"mark","13100000" -"devnations","432" +"by","13556393000" +"by-nd","7046112000" +"by-sa","6716396000" +"by-nc","3610532000" +"by-nc-nd","2371689000" +"by-nc-sa","1607258800" +"nd","533000000" +"sampling+","407900000" +"sampling","284800000" +"sa","240070000" +"nc","111130000" +"nd-nc","105730000" +"nc-sampling+","50000000" +"certification","47000000" +"nc-sa","42045000" +"cc0","30500000" +"mark","8180000" +"devnations","241" From a73aa365725735acf7e1862b205beda929aee62a Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Thu, 19 Dec 2024 14:14:54 -0800 Subject: [PATCH 11/32] Refactor for clarity and to be more "pythonic" - Update varibles names to be more consistent and use - section data source - entry: optional plot (optional) and description - Improve indexing code to be more pythonic and deterministic - Add more whitespace to output for readability of raw (non-rendered) Markdown - Remove unused (commented out) code --- scripts/shared.py | 166 +++++++++++++++++++--------------------------- 1 file changed, 70 insertions(+), 96 deletions(-) diff --git a/scripts/shared.py b/scripts/shared.py index 6afec15..fe79f24 100644 --- a/scripts/shared.py +++ b/scripts/shared.py @@ -1,6 +1,4 @@ # Standard library -# import argparse -# Standard library import logging import os from datetime import datetime, timezone @@ -135,28 +133,24 @@ def path_join(*paths): return os.path.abspath(os.path.realpath(os.path.join(*paths))) -def update_readme( - paths, image_path, data_source, description, section_title, args -): +def update_readme(args, data_source, entry_title, image_path, description): """ Update the README.md file with the generated images and descriptions. """ if not args.enable_save: return - LOGGER = args.logger + logger = args.logger + paths = args.paths readme_path = path_join(paths["data"], args.quarter, "README.md") # Define section markers for each data source - section_marker_start = f"" - section_marker_end = f"" + section_start_line = f"\n" + section_end_line = f"\n" # Define specific section markers for each report type - specific_section_start = f"" - specific_section_end = f"" - - # Convert image path to a relative path - rel_image_path = os.path.relpath(image_path, os.path.dirname(readme_path)) + entry_start_line = f"\n" + entry_end_line = f"\n" if os.path.exists(readme_path): with open(readme_path, "r") as f: @@ -164,104 +158,84 @@ def update_readme( else: lines = [] - # Ensure the title is at the top - title_line = f"# {args.quarter} Quantifying the Commons\n" - + title_line = f"# Quantifying the Commons {args.quarter}\n" if not lines or lines[0].strip() != title_line.strip(): - # Add title if not present or incorrect - lines = [title_line] + lines - - # Locate or create the data source section - section_start = section_end = None - for i, line in enumerate(lines): - if section_marker_start in line: - section_start = i - if section_marker_end in line: - section_end = i - - if section_start is None or section_end is None: - # If the data source section is not present, add it + # Add the title if it is not present or is incorrect + lines.insert(0, title_line) + lines.insert(1, "\n") + + # We only need to know the position of the end to append new entries + if section_start_line in lines: + # Locate the data source section if it is already present + section_end_index = lines.index(section_end_line) + else: + # Add the data source section if it is absent lines.extend( [ + f"{section_start_line}", + "\n", + "\n", f"## Data Source: {data_source}\n", - f"{section_marker_start}\n", - f"{section_marker_end}\n", + "\n", + "\n", + f"{section_end_line}", + "\n", ] ) - section_start = len(lines) - 2 - section_end = len(lines) - 1 - - # Locate or create the specific section within the data source section - specific_start = specific_end = None - for i in range(section_start, section_end): - if specific_section_start in lines[i]: - specific_start = i - if specific_section_end in lines[i]: - specific_end = i - - # Prepare the new content for this specific section - new_content = [ - f"{specific_section_start}\n", - f"### {section_title}\n", - f"![{description}]({rel_image_path})\n", + section_end_index = lines.index(section_end_line) + + # Locate the entry if it is already present + if entry_start_line in lines: + entry_start_index = lines.index(entry_start_line) + entry_end_index = lines.index(entry_end_line) + # Include any trailing empty/whitespace-only lines + while not lines[entry_end_index + 1].strip(): + entry_end_index += 1 + # Initalize variables of entry is not present + else: + entry_start_index = None + entry_end_index = None + + # Create entry markdown content + if image_path: + relative_image_path = os.path.relpath( + image_path, os.path.dirname(readme_path) + ) + image_line = f"![{description}]({relative_image_path})\n" + else: + image_line = "" + entry_lines = [ + f"{entry_start_line}", + "\n", + f"### {entry_title}\n", + "\n", + image_line, + "\n", f"{description}\n", - f"{specific_section_end}\n", + "\n", + f"{entry_end_line}", + "\n", + "\n", ] - # Replace or add the specific section content - if specific_start is not None and specific_end is not None: - # Replace the content between the specific markers + if entry_start_index is None: + # Add entry to end of section lines = ( - lines[:specific_start] - + new_content - + lines[specific_end + 1 :] # noqa: E203 + lines[:section_end_index] + entry_lines + lines[section_end_index:] ) else: - # Add new specific section before the end of the data source section - lines = lines[:section_end] + new_content + lines[section_end:] + # Replace entry + lines = ( + lines[:entry_start_index] + + entry_lines + + lines[entry_end_index + 1 :] # noqa: E203 + ) # Write back to the README.md file with open(readme_path, "w") as f: f.writelines(lines) - LOGGER.info(f"README path: {readme_path.replace(paths['repo'], '.')}") - LOGGER.info( - f"Updated README with new image and description for {section_title}." + logger.info(f"README path: {readme_path.replace(paths['repo'], '.')}") + logger.info( + f"Updated README with new image and description for {entry_title}." ) - - -# def main(): -# parser = argparse.ArgumentParser(description="Git operations script") -# parser.add_argument( -# "--operation", -# type=str, -# required=True, -# help="Operation to perform: fetch_and_merge, add_and_commit, push", -# ) -# parser.add_argument("--message", type=str, help="Commit message") -# parser.add_argument( -# "--branch", -# type=str, -# default="refine-automation", -# help="Branch to fetch and merge from", -# ) -# args = parser.parse_args() - -# repo_path = os.getcwd() # Assuming the script runs in repo root - -# if args.operation == "fetch_and_merge": -# fetch_and_merge(repo_path, args.branch) -# elif args.operation == "add_and_commit": -# if not args.message: -# raise ValueError( -# "Commit message is required for add_and_commit operation" -# ) -# add_and_commit(repo_path, args.message) -# elif args.operation == "push": -# push_changes(repo_path) -# else: -# raise ValueError("Unsupported operation") - - -# if __name__ == "__main__": -# main() From 955a29ee2463c58498ec348e581739d50802d0a4 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Thu, 19 Dec 2024 15:24:48 -0800 Subject: [PATCH 12/32] separate caption text and entry text --- scripts/shared.py | 23 ++++++++++++++++------- 1 file changed, 16 insertions(+), 7 deletions(-) diff --git a/scripts/shared.py b/scripts/shared.py index fe79f24..026446f 100644 --- a/scripts/shared.py +++ b/scripts/shared.py @@ -133,7 +133,14 @@ def path_join(*paths): return os.path.abspath(os.path.realpath(os.path.join(*paths))) -def update_readme(args, data_source, entry_title, image_path, description): +def update_readme( + args, + section_title, + entry_title, + image_path, + image_caption, + entry_text=None, +): """ Update the README.md file with the generated images and descriptions. """ @@ -141,14 +148,16 @@ def update_readme(args, data_source, entry_title, image_path, description): return logger = args.logger paths = args.paths + if entry_text is None: + entry_text = image_caption readme_path = path_join(paths["data"], args.quarter, "README.md") # Define section markers for each data source - section_start_line = f"\n" - section_end_line = f"\n" + section_start_line = f"\n" + section_end_line = f"\n" - # Define specific section markers for each report type + # Define entry markers for each plot (optional) and description entry_start_line = f"\n" entry_end_line = f"\n" @@ -175,7 +184,7 @@ def update_readme(args, data_source, entry_title, image_path, description): f"{section_start_line}", "\n", "\n", - f"## Data Source: {data_source}\n", + f"## {section_title}\n", "\n", "\n", f"{section_end_line}", @@ -201,7 +210,7 @@ def update_readme(args, data_source, entry_title, image_path, description): relative_image_path = os.path.relpath( image_path, os.path.dirname(readme_path) ) - image_line = f"![{description}]({relative_image_path})\n" + image_line = f"![{image_caption}]({relative_image_path})\n" else: image_line = "" entry_lines = [ @@ -211,7 +220,7 @@ def update_readme(args, data_source, entry_title, image_path, description): "\n", image_line, "\n", - f"{description}\n", + f"{entry_text}\n", "\n", f"{entry_end_line}", "\n", From 24741cf72ef52b1d25513b6cf84deb2ec33d20ba Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Thu, 19 Dec 2024 15:30:00 -0800 Subject: [PATCH 13/32] add GCS intro and references --- scripts/3-report/gcs_report.py | 101 +++++++++++++++--------- scripts/3-report/references.py | 135 +++++++++++++++++++++++++++++++++ 2 files changed, 202 insertions(+), 34 deletions(-) create mode 100755 scripts/3-report/references.py diff --git a/scripts/3-report/gcs_report.py b/scripts/3-report/gcs_report.py index 267db16..d44014d 100755 --- a/scripts/3-report/gcs_report.py +++ b/scripts/3-report/gcs_report.py @@ -30,6 +30,7 @@ # Constants QUARTER = os.path.basename(PATHS["data_quarter"]) +SECTION = "Google Custom Search (GCS)" def parse_arguments(): @@ -61,34 +62,73 @@ def parse_arguments(): args = parser.parse_args() if not args.enable_save and args.enable_git: parser.error("--enable-git requires --enable-save") + args.logger = LOGGER + args.paths = PATHS return args +def gcs_intro(args): + """ + Write Google Custom Search (GCS) introduction. + """ + LOGGER.info(plot_totals_by_product.__doc__.strip()) + file_path = shared.path_join( + PATHS["data_2-process"], "gcs_totals_by_product.csv" + ) + LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") + data = pd.read_csv(file_path) + shared.update_readme( + args, + SECTION, + "Overview", + None, + None, + "Google Custom Search (GCS) data uses the `totalResults` returned by" + " API for search queries of the legal tool URLs (quoted and using" + " `linkSite` for accuracy), countries codes, and language codes.\n" + "\n" + f"**The results show there are a total of {data['Count'].sum():,d}" + " online documents in the commons--documents that are licensed or put" + " in the public domain using a Creative Commons (CC) legal tool.**\n" + "\n" + "Thank you Google for providing the Programable Search Engine: Custom" + " Search JSON API!\n", + ) + + def plot_top_25_tools(args): """ Create a bar chart for the top 25 legal tools """ + LOGGER.info(plot_totals_by_product.__doc__.strip()) file_path = shared.path_join( PATHS["data_2-process"], "gcs_top_25_tools.csv" ) - LOGGER.info("Create a bar chart for the top 25 legal tools") LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") data = pd.read_csv(file_path) plt.figure(figsize=(10, 10)) - ax = sns.barplot(data, x="Count", y="CC legal tool") + y_column = "CC legal tool" + ax = sns.barplot( + data, + x="Count", + y=y_column, + hue=y_column, + palette="pastel", + legend=False, + ) for index, row in data.iterrows(): ax.annotate( f"{row['Count']:,d}", - (4, index), + (4 + 80, index), xycoords=("axes points", "data"), - color="white", - fontsize="x-small", - horizontalalignment="left", + color="black", + fontsize="small", + horizontalalignment="right", verticalalignment="center", ) plt.title(f"Top 25 legal tools ({args.quarter})") - plt.xlabel("Number of references") + plt.xlabel("Number of works") plt.ylabel("Creative Commons (CC) legal tool") # Use the millions formatter for x-axis @@ -113,13 +153,11 @@ def millions_formatter(x, pos): plt.savefig(image_path) shared.update_readme( - PATHS, - image_path, - "Google Custom Search", - "Bar chart showing the top 25 legal tools based on the count of" - " search results for each legal tool's URL.", - "Top 25 legal tools", args, + SECTION, + "Top 25 legal tools", + image_path, + "Bar chart showing the top 25 individual legal tools.", ) LOGGER.info("Visualization by license type created.") @@ -129,10 +167,10 @@ def plot_totals_by_product(args): """ Create a bar chart of the totals by product """ + LOGGER.info(plot_totals_by_product.__doc__.strip()) file_path = shared.path_join( PATHS["data_2-process"], "gcs_totals_by_product.csv" ) - LOGGER.info(__doc__) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") data = pd.read_csv(file_path) @@ -152,14 +190,14 @@ def plot_totals_by_product(args): (0 + 80, index), xycoords=("axes points", "data"), color="black", - fontsize="x-small", + fontsize="small", horizontalalignment="right", verticalalignment="center", ) plt.title(f"Totals by product ({args.quarter})") plt.ylabel("Creative Commons (CC) legal tool product") plt.xscale("log") - plt.xlabel("Number of references") + plt.xlabel("Number of works") # Use the millions formatter for x-axis def millions_formatter(x, pos): @@ -185,15 +223,12 @@ def millions_formatter(x, pos): plt.savefig(image_path) shared.update_readme( - PATHS, + args, + SECTION, + "Totals by product", image_path, - "Google Custom Search", "Bar chart showing how many documents there are for each Creative" - " Commons (CC) legal tool. **There are a total of" - f" {data['Count'].sum():,d} documents that are either CC licensed" - " or put in the public domain using a CC legal tool.**", - "Totals by product", - args, + " Commons (CC) legal tool product.", ) LOGGER.info("Visualization by license type created.") @@ -234,7 +269,7 @@ def millions_formatter(x, pos): # plt.xticks(rotation=45) # # # Add value numbers to the top of each bar -# for p in ax.patches: +# for p in ax.patcplot_totals_by_producthes: # ax.annotate( # format(p.get_height(), ",.0f"), # (p.get_x() + p.get_width() / 2.0, p.get_height()), @@ -265,12 +300,11 @@ def millions_formatter(x, pos): # plt.show() # # shared.update_readme( -# PATHS, +# args, +# SECTION, +# "Country Report", # image_path, -# "Google Custom Search", # "Number of Google Webpages Licensed by Country", -# "Country Report", -# args, # ) # # LOGGER.info("Visualization by country created.") @@ -343,12 +377,11 @@ def millions_formatter(x, pos): # plt.show() # # shared.update_readme( -# PATHS, +# args, +# SECTION, +# "Language Report", # image_path, -# "Google Custom Search", # "Number of Google Webpages Licensed by Language", -# "Language Report", -# args, # ) # # LOGGER.info("Visualization by language created.") @@ -356,12 +389,12 @@ def millions_formatter(x, pos): def main(): args = parse_arguments() - args.logger = LOGGER shared.log_paths(LOGGER, PATHS) shared.git_fetch_and_merge(args, PATHS["repo"]) - plot_top_25_tools(args) + gcs_intro(args) plot_totals_by_product(args) + plot_top_25_tools(args) # plot_by_country(data, args) # plot_by_language(data, args) diff --git a/scripts/3-report/references.py b/scripts/3-report/references.py new file mode 100755 index 0000000..ce4d380 --- /dev/null +++ b/scripts/3-report/references.py @@ -0,0 +1,135 @@ +#!/usr/bin/env python +""" +Add project references. +""" +# Standard library +import argparse +import os +import sys +import textwrap +import traceback + +# Third-party +from pygments import highlight +from pygments.formatters import TerminalFormatter +from pygments.lexers import PythonTracebackLexer + +# Add parent directory so shared can be imported +sys.path.append(os.path.join(os.path.dirname(__file__), "..")) + +# First-party/Local +import shared # noqa: E402 + +# Setup +LOGGER, PATHS = shared.setup(__file__) + +# Constants +QUARTER = os.path.basename(PATHS["data_quarter"]) +SECTION = "References" + + +def parse_arguments(): + """ + Parses command-line arguments, returns parsed arguments. + """ + LOGGER.info("Parsing command-line arguments") + parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument( + "--quarter", + default=QUARTER, + help="Data quarter in format YYYYQx, e.g., 2024Q2", + ) + parser.add_argument( + "--show-plots", + action="store_true", + help="Show generated plots (in addition to saving them)", + ) + parser.add_argument( + "--enable-save", + action="store_true", + help="Enable saving results", + ) + parser.add_argument( + "--enable-git", + action="store_true", + help="Enable git actions (fetch, merge, add, commit, and push)", + ) + args = parser.parse_args() + if not args.enable_save and args.enable_git: + parser.error("--enable-git requires --enable-save") + args.logger = LOGGER + args.paths = PATHS + return args + + +def data_locations(args): + """ + Write References + """ + shared.update_readme( + args, + SECTION, + "Data locations", + None, + None, + "This report was generated as part of:\n" + "\n" + "**[creativecommons/quantifying][repo]:** *quantify the size and" + " diversity of the commons--the collection of works that are openly" + " licensed or in the public domain*\n" + "\nThe data used to generate this report is avaiable in that" + " repository at the following locations:\n" + "\n" + " | Resource | Location |\n" + " | --------------- | -------- |\n" + " | Fetched data: | [`../1-fetch/`](../1-fetch) |\n" + " | Processed data: | [`../2-process/`](../2-process) |\n" + " | Report data: | [`../2-report/`](../2-report) |\n" + "\n" + "[repo]: https://github.com/creativecommons/quantifying\n", + ) + + +def main(): + args = parse_arguments() + shared.log_paths(LOGGER, PATHS) + shared.git_fetch_and_merge(args, PATHS["repo"]) + + data_locations(args) + + args = shared.git_add_and_commit( + args, + PATHS["repo"], + PATHS["data_quarter"], + f"Add and commit References for {QUARTER}", + ) + shared.git_push_changes(args, PATHS["repo"]) + + +if __name__ == "__main__": + try: + main() + except shared.QuantifyingException as e: + if e.exit_code == 0: + LOGGER.info(e.message) + else: + LOGGER.error(e.message) + sys.exit(e.exit_code) + except SystemExit as e: + if e.code != 0: + LOGGER.error(f"System exit with code: {e.code}") + sys.exit(e.code) + except KeyboardInterrupt: + LOGGER.info("(130) Halted via KeyboardInterrupt.") + sys.exit(130) + except Exception: + traceback_formatted = textwrap.indent( + highlight( + traceback.format_exc(), + PythonTracebackLexer(), + TerminalFormatter(), + ), + " ", + ) + LOGGER.critical(f"(1) Unhandled exception:\n{traceback_formatted}") + sys.exit(1) From 99bc9960d6718b5e26852f132ce3d1a96d45489b Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Fri, 20 Dec 2024 23:22:40 -0800 Subject: [PATCH 14/32] rename processed data sets. add current, old, retired. rmove top 25 --- data/2024Q4/2-process/gcs_top_25_tools.csv | 26 -- .../2-process/gcs_totals_by_product.csv | 8 - data/2024Q4/2-process/gcs_totals_by_unit.csv | 19 - scripts/2-process/gcs_process.py | 411 ++++++++++-------- 4 files changed, 222 insertions(+), 242 deletions(-) delete mode 100644 data/2024Q4/2-process/gcs_top_25_tools.csv delete mode 100644 data/2024Q4/2-process/gcs_totals_by_product.csv delete mode 100644 data/2024Q4/2-process/gcs_totals_by_unit.csv diff --git a/data/2024Q4/2-process/gcs_top_25_tools.csv b/data/2024Q4/2-process/gcs_top_25_tools.csv deleted file mode 100644 index 376525e..0000000 --- a/data/2024Q4/2-process/gcs_top_25_tools.csv +++ /dev/null @@ -1,26 +0,0 @@ -"CC legal tool","Count" -"CC BY 2.0 AT","550000000" -"CC BY 2.0 IT","550000000" -"CC BY 2.0 BE","549000000" -"CC BY 3.0 IT","548000000" -"CC BY 3.0 AT","524000000" -"CC BY 3.0 FR","518000000" -"CC BY 3.0 NO","511000000" -"CC BY 3.0 US","486000000" -"CC BY 2.0 DE","432000000" -"CC BY 3.0 DE","407000000" -"CC BY 4.0","324000000" -"CC BY-ND 4.0","322000000" -"CC BY 3.0 IE","318000000" -"CC BY-SA 2.0 IT","284000000" -"CC BY-SA 2.0 BE","279000000" -"CC BY-SA 3.0 IT","279000000" -"CC BY-SA 2.0 AT","279000000" -"CC BY-SA 3.0 FR","276000000" -"CC BY 2.0 UK","274000000" -"CC BY-SA 3.0 AT","272000000" -"CC BY-SA 3.0 NO","268000000" -"CC BY-SA 3.0 US","251000000" -"CC BY-SA 2.0 DE","244000000" -"CC BY-SA 3.0 DE","237000000" -"CC BY 3.0 PH","228000000" diff --git a/data/2024Q4/2-process/gcs_totals_by_product.csv b/data/2024Q4/2-process/gcs_totals_by_product.csv deleted file mode 100644 index 05a94ed..0000000 --- a/data/2024Q4/2-process/gcs_totals_by_product.csv +++ /dev/null @@ -1,8 +0,0 @@ -"CC legal tool product","Count" -"Licenses version 4.0","1132000000" -"Licenses version 3.0","15289017400" -"Licenses version 2.x","18343329641" -"Licenses version 1.0","1918709000" -"CC0 1.0","30500000" -"Public Domain Mark 1.0","8180000" -"Certification 1.0 US","47000000" diff --git a/data/2024Q4/2-process/gcs_totals_by_unit.csv b/data/2024Q4/2-process/gcs_totals_by_unit.csv deleted file mode 100644 index 59fea4b..0000000 --- a/data/2024Q4/2-process/gcs_totals_by_unit.csv +++ /dev/null @@ -1,19 +0,0 @@ -"Legal Tool Unit","Count" -"by","13556393000" -"by-nd","7046112000" -"by-sa","6716396000" -"by-nc","3610532000" -"by-nc-nd","2371689000" -"by-nc-sa","1607258800" -"nd","533000000" -"sampling+","407900000" -"sampling","284800000" -"sa","240070000" -"nc","111130000" -"nd-nc","105730000" -"nc-sampling+","50000000" -"certification","47000000" -"nc-sa","42045000" -"cc0","30500000" -"mark","8180000" -"devnations","241" diff --git a/scripts/2-process/gcs_process.py b/scripts/2-process/gcs_process.py index 912e13d..083c450 100755 --- a/scripts/2-process/gcs_process.py +++ b/scripts/2-process/gcs_process.py @@ -55,147 +55,11 @@ def parse_arguments(): args = parser.parse_args() if not args.enable_save and args.enable_git: parser.error("--enable-git requires --enable-save") + args.logger = LOGGER + args.paths = PATHS return args -# def load_quarter_data(quarter): -# """ -# Load data for a specific quarter. -# """ -# file_path = os.path.join(PATHS["data"], f"{quarter}", -# "1-fetch", "gcs_fetched.csv") -# if not os.path.exists(file_path): -# LOGGER.error(f"Data file for quarter {quarter} not found.") -# return None -# return pd.read_csv(file_path) - - -# def compare_data(current_quarter, previous_quarter): -# """ -# Compare data between two quarters. -# """ -# current_data = load_quarter_data(current_quarter) -# previous_data = load_quarter_data(previous_quarter) - -# if current_data is None or previous_data is None: -# return - -# # Process the data to compare by country -# compare_by_country(current_data, previous_data, -# current_quarter, previous_quarter) - -# # Process the data to compare by license -# compare_by_license(current_data, previous_data, -# current_quarter, previous_quarter) - -# # Process the data to compare by language -# compare_by_language(current_data, previous_data, -# current_quarter, previous_quarter) - - -# def compare_by_country(current_data, previous_data, -# current_quarter, previous_quarter): -# """ -# Compare the number of webpages licensed by country between two quarters. -# """ -# LOGGER.info(f"Comparing data by country between -# {current_quarter} and {previous_quarter}.") - -# # Get the list of country columns dynamically -# columns = [col.strip() for col in current_data.columns.tolist()] -# start_index = columns.index("United States") -# end_index = columns.index("Japan") + 1 - -# countries = columns[start_index:end_index] - -# current_country_data = current_data[countries].sum() -# previous_country_data = previous_data[countries].sum() - -# comparison = pd.DataFrame({ -# 'Country': countries, -# f'{current_quarter}': current_country_data.values, -# f'{previous_quarter}': previous_country_data.values, -# 'Difference': current_country_data.values -# - previous_country_data.values -# }) - -# LOGGER.info(f"Country comparison:\n{comparison}") - -# # Visualization code to be added here - - -# def compare_by_license(current_data, previous_data, -# current_quarter, previous_quarter): -# """ -# Compare the number of webpages licensed by license type -# between two quarters. -# """ -# LOGGER.info(f"Comparing data by license type -# between {current_quarter} and {previous_quarter}.") - -# current_license_data = -# current_data.groupby('LICENSE TYPE').sum().sum(axis=1) -# previous_license_data = -# previous_data.groupby('LICENSE TYPE').sum().sum(axis=1) - -# comparison = pd.DataFrame({ -# 'License Type': current_license_data.index, -# f'{current_quarter}': current_license_data.values, -# f'{previous_quarter}': previous_license_data.values, -# 'Difference': current_license_data.values -# - previous_license_data.values -# }) - -# LOGGER.info(f"License type comparison:\n{comparison}") - -# # Visualization code to be added here - - -# def compare_by_language(current_data, previous_data, -# current_quarter, previous_quarter): -# """ -# Compare the number of webpages licensed by language between two quarters. -# """ -# LOGGER.info(f"Comparing data by language between -# {current_quarter} and {previous_quarter}.") - -# # Get the list of language columns dynamically -# columns = [col.strip() for col in current_data.columns.tolist()] -# start_index = columns.index("English") -# languages = columns[start_index:] - -# current_language_data = current_data[languages].sum() -# previous_language_data = previous_data[languages].sum() - -# comparison = pd.DataFrame({ -# 'Language': languages, -# f'{current_quarter}': current_language_data.values, -# f'{previous_quarter}': previous_language_data.values, -# 'Difference': current_language_data.values -# - previous_language_data.values -# }) - -# LOGGER.info(f"Language comparison:\n{comparison}") - - -# def parse_arguments(): -# """ -# Parses command-line arguments, returns parsed arguments. -# """ -# LOGGER.info("Parsing command-line arguments") -# parser = argparse.ArgumentParser( -# description="Google Custom Search Comparison Report") -# parser.add_argument( -# "--current_quarter", type=str, required=True, -# help="Current quarter for comparison (e.g., 2024Q3)" -# ) -# parser.add_argument( -# "--previous_quarter", type=str, required=True, -# help="Previous quarter for comparison (e.g., 2024Q2)" -# ) -# return parser.parse_args() - - def data_to_csv(args, data, file_path): if not args.enable_save: return @@ -206,21 +70,11 @@ def data_to_csv(args, data, file_path): ) -def process_top_25_tools(args, count_data): - LOGGER.info("Processing count data: top 25 tools") - data = count_data.sort_values("COUNT", ascending=False) - data.reset_index(drop=True, inplace=True) - data = data.iloc[:25] - data.rename( - columns={"TOOL_IDENTIFIER": "CC legal tool", "COUNT": "Count"}, - inplace=True, - ) - file_path = shared.path_join(PATHS["data_phase"], "gcs_top_25_tools.csv") - data_to_csv(args, data, file_path) - - -def process_totals_by_product(args, count_data): - LOGGER.info("Processing count data: totals by product") +def process_product_totals(args, count_data): + """ + Processing count data: totals by product + """ + LOGGER.info(process_product_totals.__doc__.strip()) data = { "Licenses version 4.0": 0, "Licenses version 3.0": 0, @@ -254,46 +108,97 @@ def process_totals_by_product(args, count_data): data = pd.DataFrame( data.items(), columns=["CC legal tool product", "Count"] ) - file_path = shared.path_join( - PATHS["data_phase"], "gcs_totals_by_product.csv" - ) + file_path = shared.path_join(PATHS["data_phase"], "gcs_product_totals.csv") data_to_csv(args, data, file_path) -def process_totals_by_unit(args, count_data): - LOGGER.info("Processing count data: totals by unit") - data = {} +def process_current_old_retired_totals(args, count_data): + """ + Process count data: totals by unit in three categories: current, old, + and retired + """ + LOGGER.info(process_current_old_retired_totals.__doc__.strip()) + # https://creativecommons.org/retiredlicenses/ + retired = [ + # DevNations, + "CC DEVNATIONS ", + # NoDerivs + "CC ND ", + # NoDerivs-NonCommercial + "CC ND-NC ", + # NonCommercial + "CC NC ", + # NonCommercial-Sampling+ + "CC NC-SAMPLING+", + # NonCommercial-ShareAlike + "CC NC-SA ", + # Public Domain Dedication and Certification + "CC PUBLICDOMAIN", + # Sampling + "CC SAMPLING ", + # Sampling+ + "CC SAMPLING+ ", + # ShareAlike + "CC SA ", + ] + data = {"current": {}, "old": {}, "retired": {}} + status = {"Current": 0, "Old": 0, "Retired": 0} for row in count_data.itertuples(index=False): tool = row[0] count = row[1] - if tool.startswith("PDM"): - key = "mark" - elif "CC0" in tool: - key = "cc0" - elif "PUBLICDOMAIN" in tool: - key = "certification" + tool_begin = False + for version in ["1.0", "2.0", "2.1", "2.5", "3.0", "4.0"]: + if version in tool: + separator = tool.index(version) + # everything before version (including space) + tool_begin = tool[:separator] + if not tool_begin: + tool_begin = tool + # Current + if ( + ("BY" in tool and "4.0" in tool) + or tool.startswith("CC0") + or tool.startswith("PDM") + ): + try: + data["current"][tool] += count + except KeyError: + data["current"][tool] = count + status["Current"] += count + # Old + elif "BY" in tool and tool_begin not in retired: + if "ND-NC" in tool_begin: + tool_begin = tool_begin.replace("ND-NC", "NC-ND") + try: + data["old"][tool_begin.strip()] += count + except KeyError: + data["old"][tool_begin.strip()] = count + status["Old"] += count + # Retired else: - parts = tool.split() - key = parts[1].lower() - if key == "by-nd-nc": - key = "by-nc-nd" - if key not in data.keys(): - data[key] = count - else: - data[key] += count - - data = pd.DataFrame(data.items(), columns=["Legal Tool Unit", "Count"]) - data.sort_values("Count", ascending=False, inplace=True) - data.reset_index(drop=True, inplace=True) - file_path = shared.path_join(PATHS["data_phase"], "gcs_totals_by_unit.csv") - data_to_csv(args, data, file_path) + try: + data["retired"][tool_begin.strip()] += count + except KeyError: + data["retired"][tool_begin.strip()] = count + status["Retired"] += count + data["combined"] = status + + for key, value_data in data.items(): + dataframe = pd.DataFrame( + value_data.items(), columns=["CC legal tool", "Count"] + ) + file_path = shared.path_join( + PATHS["data_phase"], f"gcs_status_{key}_totals.csv" + ) + data_to_csv(args, dataframe, file_path) -# https://creativecommons.org/public-domain/freeworks/ def process_totals_by_free_cultural(args, count_data): - LOGGER.info( - "Processing count data: totals by Approved for Free Cultural Works" - ) + """ + Processing count data: totals by Approved for Free Cultural Works + """ + # https://creativecommons.org/public-domain/freeworks/ + LOGGER.info(process_totals_by_free_cultural.__doc__.strip()) data = { "Approved for Free Cultural Works": 0, "Limited use": 0, @@ -322,7 +227,10 @@ def process_totals_by_free_cultural(args, count_data): def process_totals_by_restrictions(args, count_data): - LOGGER.info("Processing count data: totals by restriction") + """ + Processing count data: totals by restriction + """ + LOGGER.info(process_totals_by_restrictions.__doc__.strip()) data = { "level 0 - unrestricted": 0, "level 1 - few restrictions": 0, @@ -353,7 +261,10 @@ def process_totals_by_restrictions(args, count_data): def process_totals_by_langauage(args, data): - LOGGER.info("Processing language data: totals by language") + """ + Processing language data: totals by language + """ + LOGGER.info(process_totals_by_langauage.__doc__.strip()) data = data.groupby(["LANGUAGE"], as_index=False)["COUNT"].sum() data = data.sort_values("COUNT", ascending=False) data.reset_index(drop=True, inplace=True) @@ -371,7 +282,10 @@ def process_totals_by_langauage(args, data): def process_totals_by_country(args, data): - LOGGER.info("Processing country data: totals by country") + """ + Processing country data: totals by country + """ + LOGGER.info(process_totals_by_country.__doc__.strip()) data = data.groupby(["COUNTRY"], as_index=False)["COUNT"].sum() data = data.sort_values("COUNT", ascending=False) data.reset_index(drop=True, inplace=True) @@ -410,6 +324,126 @@ def process_totals_by_country(args, data): # data_to_csv(args, data, file_path) +# def load_quarter_data(quarter): +# """ +# Load data for a specific quarter. +# """ +# file_path = os.path.join(PATHS["data"], f"{quarter}", +# "1-fetch", "gcs_fetched.csv") +# if not os.path.exists(file_path): +# LOGGER.error(f"Data file for quarter {quarter} not found.") +# return None +# return pd.read_csv(file_path) + + +# def compare_data(current_quarter, previous_quarter): +# """ +# Compare data between two quarters. +# """ +# current_data = load_quarter_data(current_quarter) +# previous_data = load_quarter_data(previous_quarter) + +# if current_data is None or previous_data is None: +# return + +# # Process the data to compare by country +# compare_by_country(current_data, previous_data, +# current_quarter, previous_quarter) + +# # Process the data to compare by license +# compare_by_license(current_data, previous_data, +# current_quarter, previous_quarter) + +# # Process the data to compare by language +# compare_by_language(current_data, previous_data, +# current_quarter, previous_quarter) + + +# def compare_by_country(current_data, previous_data, +# current_quarter, previous_quarter): +# """ +# Compare the number of webpages licensed by country between two quarters. +# """ +# LOGGER.info(f"Comparing data by country between +# {current_quarter} and {previous_quarter}.") + +# # Get the list of country columns dynamically +# columns = [col.strip() for col in current_data.columns.tolist()] +# start_index = columns.index("United States") +# end_index = columns.index("Japan") + 1 + +# countries = columns[start_index:end_index] + +# current_country_data = current_data[countries].sum() +# previous_country_data = previous_data[countries].sum() + +# comparison = pd.DataFrame({ +# 'Country': countries, +# f'{current_quarter}': current_country_data.values, +# f'{previous_quarter}': previous_country_data.values, +# 'Difference': current_country_data.values +# - previous_country_data.values +# }) + +# LOGGER.info(f"Country comparison:\n{comparison}") + +# # Visualization code to be added here + + +# def compare_by_license(current_data, previous_data, +# current_quarter, previous_quarter): +# """ +# Compare the number of webpages licensed by license type +# between two quarters. +# """ +# LOGGER.info(f"Comparing data by license type +# between {current_quarter} and {previous_quarter}.") + +# current_license_data = +# current_data.groupby('LICENSE TYPE').sum().sum(axis=1) +# previous_license_data = +# previous_data.groupby('LICENSE TYPE').sum().sum(axis=1) + +# comparison = pd.DataFrame({ +# 'License Type': current_license_data.index, +# f'{current_quarter}': current_license_data.values, +# f'{previous_quarter}': previous_license_data.values, +# 'Difference': current_license_data.values +# - previous_license_data.values +# }) + +# LOGGER.info(f"License type comparison:\n{comparison}") + +# # Visualization code to be added here + + +# def compare_by_language(current_data, previous_data, +# current_quarter, previous_quarter): +# """ +# Compare the number of webpages licensed by language between two quarters. +# """ +# LOGGER.info(f"Comparing data by language between +# {current_quarter} and {previous_quarter}.") + +# # Get the list of language columns dynamically +# columns = [col.strip() for col in current_data.columns.tolist()] +# start_index = columns.index("English") +# languages = columns[start_index:] + +# current_language_data = current_data[languages].sum() +# previous_language_data = previous_data[languages].sum() + +# comparison = pd.DataFrame({ +# 'Language': languages, +# f'{current_quarter}': current_language_data.values, +# f'{previous_quarter}': previous_language_data.values, +# 'Difference': current_language_data.values +# - previous_language_data.values +# }) + +# LOGGER.info(f"Language comparison:\n{comparison}") + + def main(): args = parse_arguments() shared.log_paths(LOGGER, PATHS) @@ -417,9 +451,8 @@ def main(): # Count data count_data = pd.read_csv(FILE1_COUNT, usecols=["TOOL_IDENTIFIER", "COUNT"]) - process_top_25_tools(args, count_data) - process_totals_by_product(args, count_data) - process_totals_by_unit(args, count_data) + process_product_totals(args, count_data) + process_current_old_retired_totals(args, count_data) process_totals_by_free_cultural(args, count_data) process_totals_by_restrictions(args, count_data) From 713b0c4a3f3569241705823ae2e8e23c861898f8 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Fri, 20 Dec 2024 23:23:53 -0800 Subject: [PATCH 15/32] update reporting plot styles and add gcs current, old, retired --- scripts/3-report/gcs_report.py | 363 +++++++++++++++++++++++++-------- scripts/shared.py | 31 ++- 2 files changed, 300 insertions(+), 94 deletions(-) diff --git a/scripts/3-report/gcs_report.py b/scripts/3-report/gcs_report.py index d44014d..c3b6ae4 100755 --- a/scripts/3-report/gcs_report.py +++ b/scripts/3-report/gcs_report.py @@ -71,9 +71,9 @@ def gcs_intro(args): """ Write Google Custom Search (GCS) introduction. """ - LOGGER.info(plot_totals_by_product.__doc__.strip()) + LOGGER.info(gcs_intro.__doc__.strip()) file_path = shared.path_join( - PATHS["data_2-process"], "gcs_totals_by_product.csv" + PATHS["data_2-process"], "gcs_product_totals.csv" ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") data = pd.read_csv(file_path) @@ -96,142 +96,330 @@ def gcs_intro(args): ) -def plot_top_25_tools(args): +def millions_formatter(x, pos): """ - Create a bar chart for the top 25 legal tools + Use the millions formatter for x-axis + + The two args are the value (x) and tick position (pos) """ - LOGGER.info(plot_totals_by_product.__doc__.strip()) - file_path = shared.path_join( - PATHS["data_2-process"], "gcs_top_25_tools.csv" - ) - LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") - data = pd.read_csv(file_path) + return f"{x * 1e-6:,.0f}M" - plt.figure(figsize=(10, 10)) - y_column = "CC legal tool" - ax = sns.barplot( - data, - x="Count", - y=y_column, - hue=y_column, - palette="pastel", - legend=False, - ) + +def annotate_count(ax, data, x, colors): + # annotate totals + i = 0 for index, row in data.iterrows(): ax.annotate( - f"{row['Count']:,d}", - (4 + 80, index), + f"{row['Count']:>15,d}", + (80, i), xycoords=("axes points", "data"), color="black", fontsize="small", + fontfamily="monospace", horizontalalignment="right", verticalalignment="center", ) - plt.title(f"Top 25 legal tools ({args.quarter})") - plt.xlabel("Number of works") - plt.ylabel("Creative Commons (CC) legal tool") + i += 1 + # annotate percentages + i = 0 + c = 0 + for index, row in data.iterrows(): + if c > len(colors): + c = 0 + percent = row[x] / data[x].sum() * 100 + ax.annotate( + f"{percent:5.2f}%", + (1.02, i), + xycoords=("axes fraction", "data"), + backgroundcolor=colors[c], + color="black", + fontsize="x-small", + fontfamily="monospace", + horizontalalignment="left", + verticalalignment="center", + ) + i += 1 + c += 1 + return ax + - # Use the millions formatter for x-axis - def millions_formatter(x, pos): - """ - The two args are the value and tick position - """ - return f"{x * 1e-6:.0f}M" +def combined_plot(args, data, title, x, y, bar_xscale=None, bar_ylabel=None): - ax.xaxis.set_major_formatter(ticker.FuncFormatter(millions_formatter)) + height = 1 + len(data) * 0.25 + if height < 2.5: + height = 2.5 + fig, (ax1, ax2) = plt.subplots( + 1, 2, figsize=(8, height), width_ratios=(4, 1) + ) + colors = sns.color_palette("pastel") + + # 1st axes: horizontal barplot of counts + data.plot.barh(ax=ax1, y=x, width=0.8, color=colors, legend=False) + ax1 = annotate_count(ax1, data, x, colors) + if bar_xscale is None: + bar_xscale = "linear" + ax1.set_xscale(bar_xscale) + if bar_ylabel is None: + ax1.set_ylabel("CC legal tool unit") + else: + ax1.set_ylabel(bar_ylabel) + ax1.set_xlabel("Number of works") + ax1.xaxis.set_major_formatter(ticker.FuncFormatter(millions_formatter)) + + # 2nd axes: pie chart of percentages + data.plot.pie( + ax=ax2, + y=x, + colors=colors, + labels=None, + legend=False, + radius=2, + ) + ax2.set_aspect("equal") + ax2.set_ylabel("Percent", labelpad=30) + + # plot + plt.suptitle(title) + plt.annotate( + f"Creative Commons (CC)\nbar x scale: {bar_xscale}, plot generated" + f" {QUARTER}", + (0.95, 5), + xycoords=("figure fraction", "figure points"), + color="gray", + fontsize="x-small", + horizontalalignment="right", + ) + # For default values, see: + # https://matplotlib.org/stable/users/explain/customizing.html#matplotlibrc-sample + plt.subplots_adjust(right=0.95, wspace=0.25) + # plt.subplots_adjust(right=0.95, bottom=0.25, wspace=0.25) plt.tight_layout() + if args.show_plots: plt.show() - image_path = shared.path_join(PATHS["data_phase"], "gcs_top_25_tools.png") + return plt + + +def plot_products(args): + """ + Create plots for CC legal tool product totals and percentages + """ + LOGGER.info(plot_products.__doc__.strip()) + file_path = shared.path_join( + PATHS["data_2-process"], "gcs_product_totals.csv" + ) + LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") + y = "CC legal tool product" + data = pd.read_csv(file_path, index_col=y) + + title = "Products totals and percentages " + plt = combined_plot( + args=args, + data=data, + title=title, + x="Count", + y=y, + bar_xscale="log", + bar_ylabel="CC legal tool products", + ) + + image_path = shared.path_join( + PATHS["data_phase"], "gcs_product_totals.png" + ) LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") if args.enable_save: # Create the directory if it does not exist os.makedirs(PATHS["data_phase"], exist_ok=True) - plt.savefig(image_path) + plt.savefig(image_path, dpi=300) shared.update_readme( args, SECTION, - "Top 25 legal tools", + title, image_path, - "Bar chart showing the top 25 individual legal tools.", + "Plots showing Creative Commons (CC) legal tool product totals and" + " percentages.", ) - LOGGER.info("Visualization by license type created.") - -def plot_totals_by_product(args): +def plot_tool_status(args): """ - Create a bar chart of the totals by product + Create plots for the CC legal tool status totals and percentages """ - LOGGER.info(plot_totals_by_product.__doc__.strip()) + LOGGER.info(plot_tool_status.__doc__.strip()) file_path = shared.path_join( - PATHS["data_2-process"], "gcs_totals_by_product.csv" + PATHS["data_2-process"], "gcs_status_combined_totals.csv" ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") - data = pd.read_csv(file_path) + y = "CC legal tool" + data = pd.read_csv(file_path, index_col=y) + data.sort_values(y, ascending=False, inplace=True) + + title = "CC legal tools status" + plt = combined_plot( + args=args, + data=data, + title=title, + x="Count", + y=y, + bar_xscale="log", + bar_ylabel="CC legal tool status", + ) + + image_path = shared.path_join( + PATHS["data_phase"], "gcs_status_tool_percentage.png" + ) + LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") + + if args.enable_save: + # Create the directory if it does not exist + os.makedirs(PATHS["data_phase"], exist_ok=True) + plt.savefig(image_path, dpi=300) + + shared.update_readme( + args, + SECTION, + title, + image_path, + "Plots showing Creative Commons (CC) legal tool status totals and" + " percentages.", + ) - plt.figure(figsize=(10, 5)) - y_column = "CC legal tool product" - ax = sns.barplot( - data, + +def plot_current_tools(args): + """ + Create plots for current CC legal tool totals and percentages + """ + LOGGER.info(plot_current_tools.__doc__.strip()) + file_path = shared.path_join( + PATHS["data_2-process"], "gcs_status_current_totals.csv" + ) + LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") + y = "CC legal tool" + data = pd.read_csv(file_path, index_col=y) + data.sort_values(y, ascending=False, inplace=True) + + title = "Current CC legal tool totals" + plt = combined_plot( + args=args, + data=data, + title=title, x="Count", - y=y_column, - hue=y_column, - palette="pastel", - legend=False, + y=y, + bar_xscale="log", ) - for index, row in data.iterrows(): - ax.annotate( - f"{row['Count']:>15,d}", - (0 + 80, index), - xycoords=("axes points", "data"), - color="black", - fontsize="small", - horizontalalignment="right", - verticalalignment="center", - ) - plt.title(f"Totals by product ({args.quarter})") - plt.ylabel("Creative Commons (CC) legal tool product") - plt.xscale("log") - plt.xlabel("Number of works") - # Use the millions formatter for x-axis - def millions_formatter(x, pos): - """ - The two args are the value and tick position - """ - return f"{x * 1e-6:,.0f}M" + image_path = shared.path_join( + PATHS["data_phase"], "gcs_status_current_totals.png" + ) + LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") + + if args.enable_save: + # Create the directory if it does not exist + os.makedirs(PATHS["data_phase"], exist_ok=True) + plt.savefig(image_path, dpi=300) + + shared.update_readme( + args, + SECTION, + title, + image_path, + "Plots showing current Creative Commons (CC) legal tool totals and" + " percentages.", + ) - ax.xaxis.set_major_formatter(ticker.FuncFormatter(millions_formatter)) - plt.tight_layout() - if args.show_plots: - plt.show() +def plot_old_tools(args): + """ + Create plots for old CC legal tool totals and percentages + """ + LOGGER.info(plot_old_tools.__doc__.strip()) + file_path = shared.path_join( + PATHS["data_2-process"], "gcs_status_old_totals.csv" + ) + LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") + y = "CC legal tool" + data = pd.read_csv(file_path, index_col=y) + data.sort_values(y, ascending=False, inplace=True) + + title = "Old CC legal tool totals" + plt = combined_plot( + args=args, + data=data, + title=title, + x="Count", + y="CC legal tool", + bar_xscale="log", + ) image_path = shared.path_join( - PATHS["data_phase"], "gcs_totals_by_product.png" + PATHS["data_phase"], "gcs_status_old_totals.png" ) LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") if args.enable_save: # Create the directory if it does not exist os.makedirs(PATHS["data_phase"], exist_ok=True) - plt.savefig(image_path) + plt.savefig(image_path, dpi=300) shared.update_readme( args, SECTION, - "Totals by product", + title, image_path, - "Bar chart showing how many documents there are for each Creative" - " Commons (CC) legal tool product.", + "Plots showing old Creative Commons (CC) legal tool totals and" + " percentages.", + "The unit names have been normalized (~~`CC BY-ND-NC`~~ =>" + " `CC BY-NC-ND`).", + ) + + +def plot_retired_tools(args): + """ + Create plots for retired CC legal tool totals and percentages + """ + LOGGER.info(plot_retired_tools.__doc__.strip()) + file_path = shared.path_join( + PATHS["data_2-process"], "gcs_status_retired_totals.csv" + ) + LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") + y = "CC legal tool" + data = pd.read_csv(file_path, index_col=y) + data.sort_values(y, ascending=False, inplace=True) + + title = "Retired CC legal tools" + plt = combined_plot( + args=args, + data=data, + title=title, + x="Count", + y="CC legal tool", + bar_xscale="log", + ) + + image_path = shared.path_join( + PATHS["data_phase"], "gcs_status_retired_totals.png" ) + LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") + + if args.enable_save: + # Create the directory if it does not exist + os.makedirs(PATHS["data_phase"], exist_ok=True) + plt.savefig(image_path, dpi=300) - LOGGER.info("Visualization by license type created.") + shared.update_readme( + args, + SECTION, + title, + image_path, + "Plots showing retired Creative Commons (CC) legal tools total and" + " percentages.", + "For more information on retired legal tools, see [Retired Legal Tools" + " - Creative Commons](https://creativecommons.org/retiredlicenses/).", + ) # def plot_by_country(data, args): @@ -250,7 +438,7 @@ def millions_formatter(x, pos): # start_index = columns.index("United States") # end_index = columns.index("Japan") + 1 # -# countries = columns[start_index:end_index] +# countries = columns[start_indeax.margins(x=0)x:end_index] # # data.columns = data.columns.str.strip() # @@ -294,7 +482,7 @@ def millions_formatter(x, pos): # # Create the directory if it does not exist # os.makedirs(output_directory, exist_ok=True) # image_path = os.path.join(output_directory, "gcs_country_report.png") -# plt.savefig(image_path) +# plt.savefig(image_path, dpi=300) # # if args.show_plots: # plt.show() @@ -371,7 +559,7 @@ def millions_formatter(x, pos): # # Create the directory if it does not exist # os.makedirs(output_directory, exist_ok=True) # image_path = os.path.join(output_directory, "gcs_language_report.png") -# plt.savefig(image_path) +# plt.savefig(image_path, dpi=300) # # if args.show_plots: # plt.show() @@ -393,8 +581,11 @@ def main(): shared.git_fetch_and_merge(args, PATHS["repo"]) gcs_intro(args) - plot_totals_by_product(args) - plot_top_25_tools(args) + # plot_products(args) + # plot_tool_status(args) + plot_current_tools(args) + # plot_old_tools(args) + # plot_retired_tools(args) # plot_by_country(data, args) # plot_by_language(data, args) diff --git a/scripts/shared.py b/scripts/shared.py index 026446f..90c9a95 100644 --- a/scripts/shared.py +++ b/scripts/shared.py @@ -146,10 +146,19 @@ def update_readme( """ if not args.enable_save: return + if image_path and not image_caption: + raise QuantifyingException( + "The update_readme function requires an image caption if an image" + " path is provided" + ) + if not image_path and image_caption: + raise QuantifyingException( + "The update_readme function requires an image path if an image" + " caption is provided" + ) + logger = args.logger paths = args.paths - if entry_text is None: - entry_text = image_caption readme_path = path_join(paths["data"], args.quarter, "README.md") @@ -210,17 +219,23 @@ def update_readme( relative_image_path = os.path.relpath( image_path, os.path.dirname(readme_path) ) - image_line = f"![{image_caption}]({relative_image_path})\n" + image = f"\n![{image_caption}]({relative_image_path})\n" else: - image_line = "" + image = "" + if entry_text and image_caption: + text = f"\n{image_caption}\n\n{entry_text}\n" + elif entry_text: + text = f"\n{entry_text}\n" + elif image_caption: + text = f"\n{image_caption}\n" + else: + text = "" entry_lines = [ f"{entry_start_line}", "\n", f"### {entry_title}\n", - "\n", - image_line, - "\n", - f"{entry_text}\n", + image, + text, "\n", f"{entry_end_line}", "\n", From c2e9a4a239caf3729669245e1467a84bb154132e Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Fri, 20 Dec 2024 23:24:23 -0800 Subject: [PATCH 16/32] re-enable plots --- scripts/3-report/gcs_report.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/scripts/3-report/gcs_report.py b/scripts/3-report/gcs_report.py index c3b6ae4..aea4f7f 100755 --- a/scripts/3-report/gcs_report.py +++ b/scripts/3-report/gcs_report.py @@ -581,11 +581,11 @@ def main(): shared.git_fetch_and_merge(args, PATHS["repo"]) gcs_intro(args) - # plot_products(args) - # plot_tool_status(args) + plot_products(args) + plot_tool_status(args) plot_current_tools(args) - # plot_old_tools(args) - # plot_retired_tools(args) + plot_old_tools(args) + plot_retired_tools(args) # plot_by_country(data, args) # plot_by_language(data, args) From 2c61cf5cd1f3948884a45b719934d501e4e65d92 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Mon, 23 Dec 2024 07:14:16 -0800 Subject: [PATCH 17/32] update processed data --- data/2024Q4/2-process/gcs_product_totals.csv | 8 +++ .../2-process/gcs_status_combined_totals.csv | 4 ++ .../2-process/gcs_status_current_totals.csv | 9 +++ .../2-process/gcs_status_old_totals.csv | 7 ++ .../2-process/gcs_status_retired_totals.csv | 11 +++ .../2-process/gcs_totals_by_free_cultural.csv | 2 +- .../2-process/gcs_totals_by_langauage.csv | 70 +++++++++---------- .../2-process/gcs_totals_by_restrictions.csv | 8 +-- 8 files changed, 79 insertions(+), 40 deletions(-) create mode 100644 data/2024Q4/2-process/gcs_product_totals.csv create mode 100644 data/2024Q4/2-process/gcs_status_combined_totals.csv create mode 100644 data/2024Q4/2-process/gcs_status_current_totals.csv create mode 100644 data/2024Q4/2-process/gcs_status_old_totals.csv create mode 100644 data/2024Q4/2-process/gcs_status_retired_totals.csv diff --git a/data/2024Q4/2-process/gcs_product_totals.csv b/data/2024Q4/2-process/gcs_product_totals.csv new file mode 100644 index 0000000..05a94ed --- /dev/null +++ b/data/2024Q4/2-process/gcs_product_totals.csv @@ -0,0 +1,8 @@ +"CC legal tool product","Count" +"Licenses version 4.0","1132000000" +"Licenses version 3.0","15289017400" +"Licenses version 2.x","18343329641" +"Licenses version 1.0","1918709000" +"CC0 1.0","30500000" +"Public Domain Mark 1.0","8180000" +"Certification 1.0 US","47000000" diff --git a/data/2024Q4/2-process/gcs_status_combined_totals.csv b/data/2024Q4/2-process/gcs_status_combined_totals.csv new file mode 100644 index 0000000..c4dab69 --- /dev/null +++ b/data/2024Q4/2-process/gcs_status_combined_totals.csv @@ -0,0 +1,4 @@ +"CC legal tool","Count" +"Current","1170680000" +"Old","33776380800" +"Retired","1821675241" diff --git a/data/2024Q4/2-process/gcs_status_current_totals.csv b/data/2024Q4/2-process/gcs_status_current_totals.csv new file mode 100644 index 0000000..8b825cd --- /dev/null +++ b/data/2024Q4/2-process/gcs_status_current_totals.csv @@ -0,0 +1,9 @@ +"CC legal tool","Count" +"CC BY 4.0","324000000" +"CC BY-NC 4.0","132000000" +"CC BY-NC-ND 4.0","132000000" +"CC BY-NC-SA 4.0","58000000" +"CC BY-ND 4.0","322000000" +"CC BY-SA 4.0","164000000" +"PDM 1.0","8180000" +"CC0 1.0","30500000" diff --git a/data/2024Q4/2-process/gcs_status_old_totals.csv b/data/2024Q4/2-process/gcs_status_old_totals.csv new file mode 100644 index 0000000..b453fc3 --- /dev/null +++ b/data/2024Q4/2-process/gcs_status_old_totals.csv @@ -0,0 +1,7 @@ +"CC legal tool","Count" +"CC BY","13232393000" +"CC BY-NC","3478532000" +"CC BY-NC-ND","2239689000" +"CC BY-NC-SA","1549258800" +"CC BY-ND","6724112000" +"CC BY-SA","6552396000" diff --git a/data/2024Q4/2-process/gcs_status_retired_totals.csv b/data/2024Q4/2-process/gcs_status_retired_totals.csv new file mode 100644 index 0000000..42d21b2 --- /dev/null +++ b/data/2024Q4/2-process/gcs_status_retired_totals.csv @@ -0,0 +1,11 @@ +"CC legal tool","Count" +"CC DEVNATIONS","241" +"CC NC","111130000" +"CC NC-SA","42045000" +"CC ND","533000000" +"CC ND-NC","105730000" +"CC SA","240070000" +"CC NC-SAMPLING+","50000000" +"CC SAMPLING","284800000" +"CC SAMPLING+","407900000" +"CC PUBLICDOMAIN","47000000" diff --git a/data/2024Q4/2-process/gcs_totals_by_free_cultural.csv b/data/2024Q4/2-process/gcs_totals_by_free_cultural.csv index e0394fe..20535c9 100644 --- a/data/2024Q4/2-process/gcs_totals_by_free_cultural.csv +++ b/data/2024Q4/2-process/gcs_totals_by_free_cultural.csv @@ -1,3 +1,3 @@ "Category","Count" "Approved for Free Cultural Works","21006439000" -"Limited uses","15762297041" +"Limited use","15762297041" diff --git a/data/2024Q4/2-process/gcs_totals_by_langauage.csv b/data/2024Q4/2-process/gcs_totals_by_langauage.csv index fa86011..fa14e8f 100644 --- a/data/2024Q4/2-process/gcs_totals_by_langauage.csv +++ b/data/2024Q4/2-process/gcs_totals_by_langauage.csv @@ -1,36 +1,36 @@ "Language","Count" -"English","984250000" -"Spanish","26995000" -"Portuguese","25724700" -"Indonesian","13715410" -"French","13142700" -"Russian","12812500" -"German","9618900" -"Chinese (Simplified)","7332500" -"Japanese","3196200" -"Turkish","2174110" -"Italian","1989300" -"Polish","1152400" -"Dutch","864800" -"Czech","829900" -"Swedish","533800" -"Korean","527970" -"Greek","520290" -"Catalan","511570" -"Serbian","501580" -"Arabic","405180" -"Norwegian","399100" -"Chinese (Traditional)","362710" -"Finnish","332430" -"Hungarian","328900" -"Slovenian","309800" -"Croatian","285110" -"Romanian","250250" -"Danish","207410" -"Lithuanian","189680" -"Slovak","142210" -"Bulgarian","140100" -"Estonian","137660" -"Hebrew","127927" -"Latvian","110000" -"Icelandic","48898" +"English","933130000" +"Spanish","13907400" +"German","6040400" +"Portuguese","5156500" +"Indonesian","3293060" +"French","2127700" +"Italian","639900" +"Turkish","630040" +"Russian","628430" +"Polish","578500" +"Dutch","554300" +"Japanese","470320" +"Slovenian","376700" +"Chinese (Simplified)","356600" +"Korean","250660" +"Czech","236380" +"Swedish","180930" +"Serbian","162510" +"Romanian","159590" +"Croatian","155980" +"Catalan","151730" +"Norwegian","140300" +"Finnish","120640" +"Greek","110960" +"Hungarian","93330" +"Danish","72619" +"Arabic","70040" +"Chinese (Traditional)","69810" +"Lithuanian","61210" +"Slovak","58650" +"Latvian","46466" +"Hebrew","40703" +"Icelandic","27515" +"Bulgarian","24191" +"Estonian","20960" diff --git a/data/2024Q4/2-process/gcs_totals_by_restrictions.csv b/data/2024Q4/2-process/gcs_totals_by_restrictions.csv index 28198aa..c046d4e 100644 --- a/data/2024Q4/2-process/gcs_totals_by_restrictions.csv +++ b/data/2024Q4/2-process/gcs_totals_by_restrictions.csv @@ -1,5 +1,5 @@ "Category","Count" -"level 0","85680000" -"level 1","20920759000" -"level 2","5655765800" -"level 3","10106531241" +"level 0 - unrestricted","85680000" +"level 1 - few restrictions","20920759000" +"level 2 - some restrictions","5655765800" +"level 3 - many restrictions","10106531241" From 00c8814b7d244f6bf7f30659d0bb5f5290a96377 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Mon, 23 Dec 2024 07:14:53 -0800 Subject: [PATCH 18/32] refactor GCS report - remove seaborn - update variable names to be more descriptive - use K and M abbrevations (in addition to B) - adjust plot formatting for readability --- scripts/3-report/gcs_report.py | 244 ++++++++++++++++++--------------- 1 file changed, 134 insertions(+), 110 deletions(-) diff --git a/scripts/3-report/gcs_report.py b/scripts/3-report/gcs_report.py index aea4f7f..5d36ac1 100755 --- a/scripts/3-report/gcs_report.py +++ b/scripts/3-report/gcs_report.py @@ -14,7 +14,7 @@ import matplotlib.pyplot as plt import matplotlib.ticker as ticker import pandas as pd -import seaborn as sns +from matplotlib import colormaps from pygments import highlight from pygments.formatters import TerminalFormatter from pygments.lexers import PythonTracebackLexer @@ -67,134 +67,128 @@ def parse_arguments(): return args -def gcs_intro(args): - """ - Write Google Custom Search (GCS) introduction. - """ - LOGGER.info(gcs_intro.__doc__.strip()) - file_path = shared.path_join( - PATHS["data_2-process"], "gcs_product_totals.csv" - ) - LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") - data = pd.read_csv(file_path) - shared.update_readme( - args, - SECTION, - "Overview", - None, - None, - "Google Custom Search (GCS) data uses the `totalResults` returned by" - " API for search queries of the legal tool URLs (quoted and using" - " `linkSite` for accuracy), countries codes, and language codes.\n" - "\n" - f"**The results show there are a total of {data['Count'].sum():,d}" - " online documents in the commons--documents that are licensed or put" - " in the public domain using a Creative Commons (CC) legal tool.**\n" - "\n" - "Thank you Google for providing the Programable Search Engine: Custom" - " Search JSON API!\n", - ) - - -def millions_formatter(x, pos): +def number_formatter(x, pos): """ Use the millions formatter for x-axis The two args are the value (x) and tick position (pos) """ - return f"{x * 1e-6:,.0f}M" + if x >= 1e9: + return f"{x * 1e-9:,.0f}B" + elif x >= 1e6: + return f"{x * 1e-6:,.0f}M" + elif x >= 1e3: + return f"{x * 1e-3:,.0f}K" + else: + return f"{x:,.0f}" -def annotate_count(ax, data, x, colors): - # annotate totals +def annotate_ylabels(ax, data, data_label, colors): i = 0 + c = 0 + ytick = ax.yaxis.get_major_ticks(numticks=1)[0] + # defaults: ytick.major.size + ytick.major.pad + indent = -1 * (ytick.get_tick_padding() + ytick.get_pad()) for index, row in data.iterrows(): + if c > len(colors): + c = 0 + + # annotate totals ax.annotate( - f"{row['Count']:>15,d}", - (80, i), + f" {row[data_label]:>15,d}", + (indent, i - 0.1), xycoords=("axes points", "data"), - color="black", - fontsize="small", - fontfamily="monospace", + color=colors[c], + fontsize="x-small", horizontalalignment="right", - verticalalignment="center", + verticalalignment="top", ) - i += 1 - # annotate percentages - i = 0 - c = 0 - for index, row in data.iterrows(): - if c > len(colors): - c = 0 - percent = row[x] / data[x].sum() * 100 + + # annotate percentages + percent = row[data_label] / data[data_label].sum() * 100 + if percent < 0.1: + percent = "< .1%" + else: + percent = f"{percent:4.1f}%" ax.annotate( - f"{percent:5.2f}%", + percent, (1.02, i), xycoords=("axes fraction", "data"), backgroundcolor=colors[c], - color="black", + color="white", fontsize="x-small", - fontfamily="monospace", horizontalalignment="left", verticalalignment="center", ) + i += 1 c += 1 return ax -def combined_plot(args, data, title, x, y, bar_xscale=None, bar_ylabel=None): +def combined_plot( + args, data, title, name_label, data_label, bar_xscale=None, bar_ylabel=None +): + if len(data) > 10: + raise shared.QuantifyingException( + "the combined_plot() function is limited to a maximum of 10 data" + " points" + ) + + plt.rcParams.update({"font.family": "monospace", "figure.dpi": 300}) - height = 1 + len(data) * 0.25 + height = 1 + len(data) * 0.5 if height < 2.5: height = 2.5 + fig, (ax1, ax2) = plt.subplots( - 1, 2, figsize=(8, height), width_ratios=(4, 1) + 1, 2, figsize=(8, height), width_ratios=(2, 1), layout="constrained" ) - - colors = sns.color_palette("pastel") + colors = colormaps["tab10"].colors # 1st axes: horizontal barplot of counts - data.plot.barh(ax=ax1, y=x, width=0.8, color=colors, legend=False) - ax1 = annotate_count(ax1, data, x, colors) - if bar_xscale is None: - bar_xscale = "linear" - ax1.set_xscale(bar_xscale) - if bar_ylabel is None: - ax1.set_ylabel("CC legal tool unit") + # pad tick labels to make room for annotation + tick_labels = [] + for index, row in data.iterrows(): + count = f"{row[data_label]:,d}" + tick_labels.append(f"{index}\n{' ' * len(count)}") + if bar_xscale == "log": + log = True else: - ax1.set_ylabel(bar_ylabel) + log = False + ax1.barh(y=tick_labels, width=data[data_label], color=colors, log=log) + ax1.tick_params(axis="x", which="major", labelrotation=45) ax1.set_xlabel("Number of works") - ax1.xaxis.set_major_formatter(ticker.FuncFormatter(millions_formatter)) + ax1.xaxis.set_major_formatter(ticker.FuncFormatter(number_formatter)) + if bar_ylabel is not None: + ax1.set_ylabel(bar_ylabel) + else: + ax1.set_ylabel(name_label) + ax1 = annotate_ylabels(ax1, data, data_label, colors) # 2nd axes: pie chart of percentages data.plot.pie( ax=ax2, - y=x, + y=data_label, colors=colors, labels=None, legend=False, - radius=2, + radius=1.25, ) - ax2.set_aspect("equal") - ax2.set_ylabel("Percent", labelpad=30) + ax2.set_title("Percent") + ax2.set_ylabel(None) # plot plt.suptitle(title) plt.annotate( - f"Creative Commons (CC)\nbar x scale: {bar_xscale}, plot generated" - f" {QUARTER}", + f"Creative Commons (CC)\nbar x scale: {bar_xscale}, data from" + f" {args.quarter}", (0.95, 5), xycoords=("figure fraction", "figure points"), color="gray", fontsize="x-small", horizontalalignment="right", ) - # For default values, see: - # https://matplotlib.org/stable/users/explain/customizing.html#matplotlibrc-sample - plt.subplots_adjust(right=0.95, wspace=0.25) - # plt.subplots_adjust(right=0.95, bottom=0.25, wspace=0.25) - plt.tight_layout() if args.show_plots: plt.show() @@ -202,6 +196,35 @@ def combined_plot(args, data, title, x, y, bar_xscale=None, bar_ylabel=None): return plt +def gcs_intro(args): + """ + Write Google Custom Search (GCS) introduction. + """ + LOGGER.info(gcs_intro.__doc__.strip()) + file_path = shared.path_join( + PATHS["data_2-process"], "gcs_product_totals.csv" + ) + LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") + data = pd.read_csv(file_path) + shared.update_readme( + args, + SECTION, + "Overview", + None, + None, + "Google Custom Search (GCS) data uses the `totalResults` returned by" + " API for search queries of the legal tool URLs (quoted and using" + " `linkSite` for accuracy), countries codes, and language codes.\n" + "\n" + f"**The results show there are a total of {data['Count'].sum():,d}" + " online documents in the commons--documents that are licensed or put" + " in the public domain using a Creative Commons (CC) legal tool.**\n" + "\n" + "Thank you Google for providing the Programable Search Engine: Custom" + " Search JSON API!\n", + ) + + def plot_products(args): """ Create plots for CC legal tool product totals and percentages @@ -211,18 +234,19 @@ def plot_products(args): PATHS["data_2-process"], "gcs_product_totals.csv" ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") - y = "CC legal tool product" - data = pd.read_csv(file_path, index_col=y) + name_label = "CC legal tool product" + data = pd.read_csv(file_path, index_col=name_label) + data = data[::-1] # reverse index title = "Products totals and percentages " plt = combined_plot( args=args, data=data, title=title, - x="Count", - y=y, + name_label=name_label, + data_label="Count", bar_xscale="log", - bar_ylabel="CC legal tool products", + bar_ylabel=name_label, ) image_path = shared.path_join( @@ -233,7 +257,7 @@ def plot_products(args): if args.enable_save: # Create the directory if it does not exist os.makedirs(PATHS["data_phase"], exist_ok=True) - plt.savefig(image_path, dpi=300) + plt.savefig(image_path) shared.update_readme( args, @@ -254,17 +278,17 @@ def plot_tool_status(args): PATHS["data_2-process"], "gcs_status_combined_totals.csv" ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") - y = "CC legal tool" - data = pd.read_csv(file_path, index_col=y) - data.sort_values(y, ascending=False, inplace=True) + name_label = "CC legal tool" + data = pd.read_csv(file_path, index_col=name_label) + data.sort_values(name_label, ascending=False, inplace=True) title = "CC legal tools status" plt = combined_plot( args=args, data=data, title=title, - x="Count", - y=y, + name_label=name_label, + data_label="Count", bar_xscale="log", bar_ylabel="CC legal tool status", ) @@ -277,7 +301,7 @@ def plot_tool_status(args): if args.enable_save: # Create the directory if it does not exist os.makedirs(PATHS["data_phase"], exist_ok=True) - plt.savefig(image_path, dpi=300) + plt.savefig(image_path) shared.update_readme( args, @@ -298,17 +322,17 @@ def plot_current_tools(args): PATHS["data_2-process"], "gcs_status_current_totals.csv" ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") - y = "CC legal tool" - data = pd.read_csv(file_path, index_col=y) - data.sort_values(y, ascending=False, inplace=True) + name_label = "CC legal tool" + data = pd.read_csv(file_path, index_col=name_label) + data.sort_values(name_label, ascending=False, inplace=True) - title = "Current CC legal tool totals" + title = "Current CC legal tools" plt = combined_plot( args=args, data=data, title=title, - x="Count", - y=y, + name_label=name_label, + data_label="Count", bar_xscale="log", ) @@ -320,7 +344,7 @@ def plot_current_tools(args): if args.enable_save: # Create the directory if it does not exist os.makedirs(PATHS["data_phase"], exist_ok=True) - plt.savefig(image_path, dpi=300) + plt.savefig(image_path) shared.update_readme( args, @@ -341,17 +365,17 @@ def plot_old_tools(args): PATHS["data_2-process"], "gcs_status_old_totals.csv" ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") - y = "CC legal tool" - data = pd.read_csv(file_path, index_col=y) - data.sort_values(y, ascending=False, inplace=True) + name_label = "CC legal tool" + data = pd.read_csv(file_path, index_col=name_label) + data.sort_values(name_label, ascending=False, inplace=True) - title = "Old CC legal tool totals" + title = "Old CC legal tools" plt = combined_plot( args=args, data=data, title=title, - x="Count", - y="CC legal tool", + name_label=name_label, + data_label="Count", bar_xscale="log", ) @@ -363,7 +387,7 @@ def plot_old_tools(args): if args.enable_save: # Create the directory if it does not exist os.makedirs(PATHS["data_phase"], exist_ok=True) - plt.savefig(image_path, dpi=300) + plt.savefig(image_path) shared.update_readme( args, @@ -386,17 +410,17 @@ def plot_retired_tools(args): PATHS["data_2-process"], "gcs_status_retired_totals.csv" ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") - y = "CC legal tool" - data = pd.read_csv(file_path, index_col=y) - data.sort_values(y, ascending=False, inplace=True) + name_label = "CC legal tool" + data = pd.read_csv(file_path, index_col=name_label) + data.sort_values(name_label, ascending=False, inplace=True) title = "Retired CC legal tools" plt = combined_plot( args=args, data=data, title=title, - x="Count", - y="CC legal tool", + name_label=name_label, + data_label="Count", bar_xscale="log", ) @@ -408,7 +432,7 @@ def plot_retired_tools(args): if args.enable_save: # Create the directory if it does not exist os.makedirs(PATHS["data_phase"], exist_ok=True) - plt.savefig(image_path, dpi=300) + plt.savefig(image_path) shared.update_readme( args, @@ -482,7 +506,7 @@ def plot_retired_tools(args): # # Create the directory if it does not exist # os.makedirs(output_directory, exist_ok=True) # image_path = os.path.join(output_directory, "gcs_country_report.png") -# plt.savefig(image_path, dpi=300) +# plt.savefig(image_path) # # if args.show_plots: # plt.show() @@ -559,7 +583,7 @@ def plot_retired_tools(args): # # Create the directory if it does not exist # os.makedirs(output_directory, exist_ok=True) # image_path = os.path.join(output_directory, "gcs_language_report.png") -# plt.savefig(image_path, dpi=300) +# plt.savefig(image_path) # # if args.show_plots: # plt.show() From f9bf30355bb8377c462e4dffe34d2f953c42a630 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Mon, 23 Dec 2024 07:18:39 -0800 Subject: [PATCH 19/32] update processed data with more accurate gcs data --- .../2-process/gcs_totals_by_country.csv | 462 +++++++++--------- 1 file changed, 231 insertions(+), 231 deletions(-) diff --git a/data/2024Q4/2-process/gcs_totals_by_country.csv b/data/2024Q4/2-process/gcs_totals_by_country.csv index b6c61a2..4fae0d3 100644 --- a/data/2024Q4/2-process/gcs_totals_by_country.csv +++ b/data/2024Q4/2-process/gcs_totals_by_country.csv @@ -1,243 +1,243 @@ "Country","Count" -"Serbia and Montenegro","1106100000" -"United States","864000000" -"Iran, Islamic Republic of","15980892" -"Brazil","15360853" -"Germany","14042900" -"Indonesia","11441775" -"United Kingdom","8800400" -"Ukraine","4989296" -"Mexico","2934399" -"Australia","2594360" -"Spain","2582500" -"Canada","2213430" -"Peru","1747424" -"France","1553130" -"Turkey","1514794" -"Japan","1394160" -"Poland","1322800" -"Italy","1275300" -"Russian Federation","1058953" -"Netherlands","1057500" -"Korea, Republic of","966700" -"Ireland","917320" -"Colombia","916430" -"Switzerland","880370" -"China","860900" -"Argentina","805166" -"India","735658" -"Uzbekistan","595797" -"Singapore","519939" -"Belgium","496290" -"Czech Republic","474060" -"Greece","451234" -"Finland","436430" -"Ecuador","374886" -"Norway","335258" -"Vietnam","301957" -"Sweden","281770" -"Costa Rica","275784" -"Slovenia","250198" -"New Zealand","245662" -"South Africa","200603" -"Chile","194551" -"Portugal","178845" -"Denmark","176026" -"Hong Kong","175952" -"Cuba","158171" -"Bhutan","151807" -"Lithuania","146030" -"Austria","133880" -"Thailand","128158" -"Romania","118767" -"Hungary","117927" -"Malaysia","89157" -"Croatia (Hrvatska)","83417" -"Iraq","80600" -"Venezuela","76042" -"Pakistan","70074" -"Taiwan, Province of China","66275" -"Luxembourg","65115" -"Nicaragua","62352" -"Saudi Arabia","51656" -"Nigeria","50606" -"Philippines","49785" -"Slovakia","43334" -"Bulgaria","43125" -"Aruba","42384" -"Armenia","41479" -"United Arab Emirates","39962" -"Moldova, Republic of","38414" -"Panama","37978" -"Guatemala","36121" -"Latvia","35198" -"Egypt","35072" -"Israel","34987" -"Kenya","34316" -"Uruguay","27945" -"Cyprus","24665" -"Iceland","23696" -"Qatar","23075" -"El Salvador","20280" -"Estonia","20080" -"Ghana","18965" -"Puerto Rico","17340" -"Madagascar","17176" -"Macedonia, the Former Yugosalv Republic of","16279" -"Paraguay","14254" -"Syrian Arab Republic","14082" -"Belarus","14034" -"Virgin Islands, U.S.","13874" -"Kazakhstan","13414" -"Algeria","13395" -"Rwanda","12878" -"Dominican Republic","12444" -"Azerbaijan","12140" -"Somalia","10381" -"Palestinian Territory","10136" -"Jordan","9490" -"Sri Lanka","9391" -"Tunisia","9340" -"Nepal","8796" -"Bolivia","8280" -"Lebanon","8192" -"Bosnia and Herzegovina","7891" -"Uganda","7388" -"Libyan Arab Jamahiriya","7022" -"Bangladesh","6917" -"Morocco","6818" -"Zimbabwe","6805" -"Tanzania, United Republic of","6559" -"Georgia","6103" -"Ethiopia","6011" -"Senegal","5947" -"Malta","5403" -"Albania","5127" -"Malawi","4768" -"Oman","4297" -"Virgin Islands, British","4000" -"Kyrgyzstan","3937" -"Yemen","3865" -"Congo, the Democratic Republic of the","3728" -"Mongolia","3425" -"Tonga","3223" -"Maldives","3192" -"Zambia","2539" -"Macao","2315" -"Niger","2243" -"Saint Lucia","2182" -"Burkina Faso","1970" -"Cambodia","1928" -"Myanmar","1813" -"Samoa","1654" -"Afghanistan","1597" -"Mozambique","1427" -"Namibia","1408" -"Guyana","1387" -"Jamaica","1341" -"Sierra Leone","1334" -"Antarctica","1218" -"Saint Pierre and Miquelon","1116" -"Tajikistan","979" -"Trinidad and Tobago","956" -"Faroe Islands","931" -"Cote D'ivoire","902" -"Sao Tome and Principe","843" -"Holy See (Vatican City State)","822" -"Botswana","753" -"Angola","727" -"Bahrain","662" -"Brunei Darussalam","636" -"Papua New Guinea","587" -"Fiji","509" -"Benin","500" -"Vanuatu","420" -"Saint Helena","415" -"Haiti","413" -"Sudan","340" -"Lesotho","335" -"Cameroon","323" -"Reunion","289" -"Congo","272" -"Liechtenstein","260" -"Mauritius","209" -"New Caledonia","200" -"French Polynesia","193" -"Honduras","168" -"Grenada","167" -"Gambia","166" -"Christmas Island","142" -"Falkland Islands (Malvinas)","137" -"Greenland","134" -"Swaziland","109" -"San Marino","108" -"Kuwait","98" -"Seychelles","91" -"Cape Verde","74" -"Mali","74" -"Belize","54" -"Saint Vincent and the Grenadines","47" -"Togo","47" -"Chad","44" -"Barbados","44" -"Equatorial Guinea","41" -"Andorra","41" -"Micronesia, Federated States of","37" -"Antigua and Barbuda","33" -"Burundi","32" -"Lao People's Democratic Republic","31" -"Palau","31" -"Dominica","30" -"American Samoa","28" -"Djibouti","26" -"Bahamas","25" -"Monaco","24" -"Wallis and Futuna","22" -"Bermuda","22" -"Kiribati","19" -"Gibraltar","18" -"French Guiana","18" -"Solomon Islands","16" -"Suriname","16" -"South Georgia and the South Sandwich Islands","15" -"Northern Mariana Islands","13" -"Norfolk Island","13" -"Cook Islands","13" -"Cayman Islands","12" -"Martinique","12" -"Guinea","11" -"Mauritania","9" -"Eritrea","9" +"Serbia and Montenegro","1189020000" +"United States","1001950000" +"Germany","12031900" +"United Kingdom","5348200" +"Brazil","1225402" +"France","776590" +"Spain","540230" +"Korea, Republic of","523913" +"Switzerland","518770" +"Canada","505720" +"Australia","501160" +"Netherlands","500610" +"Poland","467420" +"Indonesia","464766" +"Italy","337715" +"Japan","329490" +"Argentina","305668" +"Ireland","298550" +"Colombia","285080" +"Iran, Islamic Republic of","268490" +"Russian Federation","264007" +"India","252241" +"Belgium","236430" +"China","231860" +"Turkey","205764" +"Finland","186944" +"Sweden","176891" +"Mexico","174174" +"Denmark","171947" +"Slovenia","156250" +"Singapore","136608" +"South Africa","124099" +"Hong Kong","121683" +"Peru","98460" +"Norway","89557" +"Costa Rica","83621" +"Czech Republic","80608" +"Ecuador","78348" +"Ukraine","76967" +"Portugal","76889" +"Aruba","74692" +"Austria","73839" +"New Zealand","64452" +"Croatia (Hrvatska)","64051" +"Lithuania","52709" +"Greece","43780" +"Nicaragua","43722" +"Chile","43448" +"Malaysia","39233" +"Hungary","36620" +"Saudi Arabia","34136" +"Cuba","32785" +"Nigeria","30231" +"Romania","27824" +"Venezuela","26313" +"Israel","24304" +"Philippines","22414" +"Slovakia","21442" +"Bulgaria","18844" +"Pakistan","17099" +"Thailand","16742" +"Uzbekistan","15893" +"Luxembourg","15621" +"Taiwan, Province of China","15481" +"Iraq","15225" +"Qatar","12249" +"Moldova, Republic of","12082" +"Panama","11434" +"Iceland","11139" +"Egypt","9909" +"United Arab Emirates","9088" +"Ghana","8721" +"Somalia","8677" +"Azerbaijan","7437" +"Lebanon","7328" +"Kenya","7227" +"Armenia","6735" +"Vietnam","6483" +"El Salvador","5558" +"Bolivia","5198" +"Paraguay","5145" +"Algeria","5066" +"Nepal","4955" +"Latvia","4942" +"Cyprus","4922" +"Estonia","4781" +"Rwanda","3727" +"Virgin Islands, U.S.","3640" +"Madagascar","3566" +"Uganda","3555" +"Kazakhstan","3166" +"Sri Lanka","3143" +"Uruguay","2984" +"Congo, the Democratic Republic of the","2553" +"Bosnia and Herzegovina","2512" +"Ethiopia","2488" +"Malta","2465" +"Virgin Islands, British","2284" +"Jordan","2199" +"Tanzania, United Republic of","2130" +"Bangladesh","2017" +"Syrian Arab Republic","1926" +"Yemen","1758" +"Zimbabwe","1734" +"Libyan Arab Jamahiriya","1707" +"Macedonia, the Former Yugosalv Republic of","1699" +"Georgia","1541" +"Maldives","1426" +"Oman","1412" +"Saint Lucia","1392" +"Tonga","1381" +"Morocco","1202" +"Guatemala","1108" +"Dominican Republic","1071" +"Albania","1033" +"Bhutan","958" +"Tunisia","878" +"Cambodia","850" +"Namibia","816" +"Macao","682" +"Mozambique","600" +"Angola","553" +"Brunei Darussalam","544" +"Puerto Rico","456" +"Belarus","418" +"Palestinian Territory","411" +"Botswana","402" +"Malawi","388" +"Fiji","339" +"Sierra Leone","311" +"Zambia","310" +"Samoa","298" +"Burkina Faso","270" +"Faroe Islands","254" +"Afghanistan","252" +"Jamaica","249" +"Haiti","239" +"Kyrgyzstan","229" +"Bahrain","199" +"Myanmar","184" +"Trinidad and Tobago","168" +"Honduras","165" +"Tajikistan","149" +"New Caledonia","139" +"Mongolia","132" +"Liechtenstein","131" +"Mauritius","118" +"Benin","117" +"Senegal","112" +"Congo","112" +"Saint Helena","106" +"Lesotho","102" +"Saint Pierre and Miquelon","101" +"Sao Tome and Principe","97" +"Cameroon","91" +"Reunion","90" +"Holy See (Vatican City State)","75" +"Seychelles","70" +"Papua New Guinea","63" +"Cape Verde","59" +"Grenada","57" +"Chad","54" +"Kuwait","50" +"Greenland","47" +"Niger","43" +"Cote D'ivoire","42" +"Gambia","39" +"Barbados","36" +"Antarctica","36" +"Sudan","31" +"Lao People's Democratic Republic","27" +"Guyana","27" +"Belize","27" +"Monaco","26" +"Wallis and Futuna","24" +"Vanuatu","23" +"Togo","22" +"Christmas Island","21" +"Bermuda","21" +"Gibraltar","17" +"Saint Vincent and the Grenadines","16" +"San Marino","16" +"Antigua and Barbuda","15" +"Burundi","15" +"American Samoa","15" +"Andorra","14" +"Micronesia, Federated States of","13" +"Bahamas","13" +"Cayman Islands","13" +"Solomon Islands","13" +"Suriname","12" +"Norfolk Island","12" +"Mali","10" +"Guinea","9" "Tuvalu","9" +"Eritrea","9" +"Niue","9" +"South Georgia and the South Sandwich Islands","8" +"Djibouti","8" +"Turkmenistan","7" +"Mauritania","7" "Saint Kitts and Nevis","7" -"Gabon","5" -"Liberia","5" +"Falkland Islands (Malvinas)","6" +"Northern Mariana Islands","5" +"Swaziland","5" +"Nauru","5" "Turks and Caicos Islands","5" -"Turkmenistan","4" -"Guadeloupe","4" -"Niue","4" -"Guinea-Bissau","4" -"Comoros","3" +"Guinea-Bissau","5" +"Cook Islands","4" +"Equatorial Guinea","4" +"Palau","4" "Anguilla","3" -"Mayotte","2" -"Central African Republic","2" -"French Southern Territories","1" -"Nauru","1" -"Pitcairn","0" +"Liberia","3" +"Kiribati","2" +"Mayotte","1" +"Comoros","1" +"British Indian Ocean Territory","0" "Western Sahara","0" -"Marshall Islands","0" +"Bouvet Island","0" "Yugoslavia","0" -"Guam","0" -"Svalbard and Jan Mayen","0" -"France, Metropolitan","0" -"Montserrat","0" "United States Minor Outlying Islands","0" -"East Timor","0" +"Netherlands Antilles","0" +"Tokelau","0" +"Central African Republic","0" "Korea, Democratic People's Republic of","0" -"Bouvet Island","0" -"British Indian Ocean Territory","0" "Heard Island and Mcdonald Islands","0" -"Tokelau","0" +"Guam","0" +"Guadeloupe","0" +"Pitcairn","0" +"Gabon","0" +"French Southern Territories","0" +"French Polynesia","0" +"French Guiana","0" +"France, Metropolitan","0" +"Martinique","0" +"Montserrat","0" "European Union","0" -"Netherlands Antilles","0" +"East Timor","0" +"Dominica","0" +"Svalbard and Jan Mayen","0" "Cocos (Keeling) Islands","0" +"Marshall Islands","0" From a117c6af947fb0d6d9bde8591371c20576b601c0 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Mon, 23 Dec 2024 08:01:27 -0800 Subject: [PATCH 20/32] fix spelling mistake --- ...ngauage.csv => gcs_totals_by_language.csv} | 0 scripts/2-process/gcs_process.py | 35 ++++--------------- 2 files changed, 6 insertions(+), 29 deletions(-) rename data/2024Q4/2-process/{gcs_totals_by_langauage.csv => gcs_totals_by_language.csv} (100%) diff --git a/data/2024Q4/2-process/gcs_totals_by_langauage.csv b/data/2024Q4/2-process/gcs_totals_by_language.csv similarity index 100% rename from data/2024Q4/2-process/gcs_totals_by_langauage.csv rename to data/2024Q4/2-process/gcs_totals_by_language.csv diff --git a/scripts/2-process/gcs_process.py b/scripts/2-process/gcs_process.py index 083c450..0c3533d 100755 --- a/scripts/2-process/gcs_process.py +++ b/scripts/2-process/gcs_process.py @@ -260,11 +260,11 @@ def process_totals_by_restrictions(args, count_data): data_to_csv(args, data, file_path) -def process_totals_by_langauage(args, data): +def process_totals_by_language(args, data): """ Processing language data: totals by language """ - LOGGER.info(process_totals_by_langauage.__doc__.strip()) + LOGGER.info(process_totals_by_language.__doc__.strip()) data = data.groupby(["LANGUAGE"], as_index=False)["COUNT"].sum() data = data.sort_values("COUNT", ascending=False) data.reset_index(drop=True, inplace=True) @@ -276,7 +276,7 @@ def process_totals_by_langauage(args, data): inplace=True, ) file_path = shared.path_join( - PATHS["data_phase"], "gcs_totals_by_langauage.csv" + PATHS["data_phase"], "gcs_totals_by_language.csv" ) data_to_csv(args, data, file_path) @@ -302,28 +302,6 @@ def process_totals_by_country(args, data): data_to_csv(args, data, file_path) -# Data is already limited to licenses 4.0, CC0, and PDM -# -# def process_license_40_totals_by_langauage(args, data): -# LOGGER.info("Processing language data: top 25 languages") -# data = data[data["TOOL_IDENTIFIER"].str.contains("CC BY")] -# data = data[data["TOOL_IDENTIFIER"].str.contains("4.0")] -# data = data.groupby(["LANGUAGE"], as_index=False)['COUNT'].sum() -# data = data.sort_values("COUNT", ascending=False) -# data.reset_index(drop=True, inplace=True) -# data.rename( -# columns={ -# "LANGUAGE": "Language", -# "COUNT": "Count", -# }, -# inplace=True, -# ) -# file_path = shared.path_join( -# PATHS["data_phase"], "gcs_license_40_totals_by_langauage.csv" -# ) -# data_to_csv(args, data, file_path) - - # def load_quarter_data(quarter): # """ # Load data for a specific quarter. @@ -348,7 +326,7 @@ def process_totals_by_country(args, data): # # Process the data to compare by country # compare_by_country(current_data, previous_data, -# current_quarter, previous_quarter) +# current_quarter, previous_quarter) # # Process the data to compare by license # compare_by_license(current_data, previous_data, @@ -360,7 +338,7 @@ def process_totals_by_country(args, data): # def compare_by_country(current_data, previous_data, -# current_quarter, previous_quarter): +# current_quarter, previous_quarter): # """ # Compare the number of webpages licensed by country between two quarters. # """ @@ -460,8 +438,7 @@ def main(): language_data = pd.read_csv( FILE2_LANGUAGE, usecols=["TOOL_IDENTIFIER", "LANGUAGE", "COUNT"] ) - process_totals_by_langauage(args, language_data) - # process_license_40_totals_by_langauage(args, language_data) + process_totals_by_language(args, language_data) # Country data country_data = pd.read_csv( From 711ecb685ed1bb8fc65b81db426f4161416b2aba Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Mon, 23 Dec 2024 08:21:39 -0800 Subject: [PATCH 21/32] improve naming and add plots plots added - plot_countries_highest_usage - plot_languages_highest_usage - plot_free_culture --- scripts/3-report/gcs_report.py | 351 +++++++++++++++++---------------- 1 file changed, 179 insertions(+), 172 deletions(-) diff --git a/scripts/3-report/gcs_report.py b/scripts/3-report/gcs_report.py index 5d36ac1..91e7278 100755 --- a/scripts/3-report/gcs_report.py +++ b/scripts/3-report/gcs_report.py @@ -155,6 +155,7 @@ def combined_plot( if bar_xscale == "log": log = True else: + bar_xscale = "linear" log = False ax1.barh(y=tick_labels, width=data[data_label], color=colors, log=log) ax1.tick_params(axis="x", which="major", labelrotation=45) @@ -202,10 +203,12 @@ def gcs_intro(args): """ LOGGER.info(gcs_intro.__doc__.strip()) file_path = shared.path_join( - PATHS["data_2-process"], "gcs_product_totals.csv" + PATHS["data"], args.quarter, "2-process", "gcs_product_totals.csv" ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") - data = pd.read_csv(file_path) + name_label = "CC legal tool product" + data = pd.read_csv(file_path, index_col=name_label) + total_count = f"{data['Count'].sum():,d}" shared.update_readme( args, SECTION, @@ -216,9 +219,9 @@ def gcs_intro(args): " API for search queries of the legal tool URLs (quoted and using" " `linkSite` for accuracy), countries codes, and language codes.\n" "\n" - f"**The results show there are a total of {data['Count'].sum():,d}" - " online documents in the commons--documents that are licensed or put" - " in the public domain using a Creative Commons (CC) legal tool.**\n" + f"**The results indicate there are a total of {total_count} online" + " works in the commons--documents that are licensed or put in the" + " public domain using a Creative Commons (CC) legal tool.**\n" "\n" "Thank you Google for providing the Programable Search Engine: Custom" " Search JSON API!\n", @@ -231,12 +234,12 @@ def plot_products(args): """ LOGGER.info(plot_products.__doc__.strip()) file_path = shared.path_join( - PATHS["data_2-process"], "gcs_product_totals.csv" + PATHS["data"], args.quarter, "2-process", "gcs_product_totals.csv" ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") name_label = "CC legal tool product" data = pd.read_csv(file_path, index_col=name_label) - data = data[::-1] # reverse index + data = data[::-1] # reverse order title = "Products totals and percentages " plt = combined_plot( @@ -275,7 +278,10 @@ def plot_tool_status(args): """ LOGGER.info(plot_tool_status.__doc__.strip()) file_path = shared.path_join( - PATHS["data_2-process"], "gcs_status_combined_totals.csv" + PATHS["data"], + args.quarter, + "2-process", + "gcs_status_combined_totals.csv", ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") name_label = "CC legal tool" @@ -293,9 +299,7 @@ def plot_tool_status(args): bar_ylabel="CC legal tool status", ) - image_path = shared.path_join( - PATHS["data_phase"], "gcs_status_tool_percentage.png" - ) + image_path = shared.path_join(PATHS["data_phase"], "gcs_tool_status.png") LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") if args.enable_save: @@ -319,7 +323,10 @@ def plot_current_tools(args): """ LOGGER.info(plot_current_tools.__doc__.strip()) file_path = shared.path_join( - PATHS["data_2-process"], "gcs_status_current_totals.csv" + PATHS["data"], + args.quarter, + "2-process", + "gcs_status_current_totals.csv", ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") name_label = "CC legal tool" @@ -333,11 +340,10 @@ def plot_current_tools(args): title=title, name_label=name_label, data_label="Count", - bar_xscale="log", ) image_path = shared.path_join( - PATHS["data_phase"], "gcs_status_current_totals.png" + PATHS["data_phase"], "gcs_status_current_tools.png" ) LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") @@ -362,7 +368,7 @@ def plot_old_tools(args): """ LOGGER.info(plot_old_tools.__doc__.strip()) file_path = shared.path_join( - PATHS["data_2-process"], "gcs_status_old_totals.csv" + PATHS["data"], args.quarter, "2-process", "gcs_status_old_totals.csv" ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") name_label = "CC legal tool" @@ -376,11 +382,10 @@ def plot_old_tools(args): title=title, name_label=name_label, data_label="Count", - bar_xscale="log", ) image_path = shared.path_join( - PATHS["data_phase"], "gcs_status_old_totals.png" + PATHS["data_phase"], "gcs_status_old_tools.png" ) LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") @@ -407,7 +412,10 @@ def plot_retired_tools(args): """ LOGGER.info(plot_retired_tools.__doc__.strip()) file_path = shared.path_join( - PATHS["data_2-process"], "gcs_status_retired_totals.csv" + PATHS["data"], + args.quarter, + "2-process", + "gcs_status_retired_totals.csv", ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") name_label = "CC legal tool" @@ -425,7 +433,7 @@ def plot_retired_tools(args): ) image_path = shared.path_join( - PATHS["data_phase"], "gcs_status_retired_totals.png" + PATHS["data_phase"], "gcs_status_retired_tools.png" ) LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") @@ -446,157 +454,155 @@ def plot_retired_tools(args): ) -# def plot_by_country(data, args): -# """ -# Create a bar chart for the number of webpages licensed by country. -# """ -# LOGGER.info( -# "Creating a bar chart for the number of webpages licensed by country." -# ) -# -# selected_quarter = args.quarter -# -# # Get the list of country columns dynamically -# columns = [col.strip() for col in data.columns.tolist()] -# -# start_index = columns.index("United States") -# end_index = columns.index("Japan") + 1 -# -# countries = columns[start_indeax.margins(x=0)x:end_index] -# -# data.columns = data.columns.str.strip() -# -# LOGGER.info(f"Cleaned Columns: {data.columns.tolist()}") -# -# # Aggregate the data by summing the counts for each country -# country_data = data[countries].sum() -# -# plt.figure(figsize=(12, 8)) -# ax = sns.barplot(x=country_data.index, y=country_data.values) -# plt.title( -# f"Number of Google Webpages Licensed by Country ({selected_quarter})" -# ) -# plt.xlabel("Country") -# plt.ylabel("Number of Webpages") -# plt.xticks(rotation=45) -# -# # Add value numbers to the top of each bar -# for p in ax.patcplot_totals_by_producthes: -# ax.annotate( -# format(p.get_height(), ",.0f"), -# (p.get_x() + p.get_width() / 2.0, p.get_height()), -# ha="center", -# va="center", -# xytext=(0, 9), -# textcoords="offset points", -# ) -# -# # Format the y-axis to display numbers without scientific notation -# ax.get_yaxis().get_major_formatter().set_scientific(False) -# ax.get_yaxis().set_major_formatter( -# plt.FuncFormatter(lambda x, loc: "{:,}".format(int(x))) -# ) -# -# output_directory = os.path.join( -# PATHS["data"], f"{selected_quarter}", "3-report" -# ) -# -# LOGGER.info(f"Output directory: {output_directory}") -# -# # Create the directory if it does not exist -# os.makedirs(output_directory, exist_ok=True) -# image_path = os.path.join(output_directory, "gcs_country_report.png") -# plt.savefig(image_path) -# -# if args.show_plots: -# plt.show() -# -# shared.update_readme( -# args, -# SECTION, -# "Country Report", -# image_path, -# "Number of Google Webpages Licensed by Country", -# ) -# -# LOGGER.info("Visualization by country created.") -# -# -# def plot_by_language(data, args)data/2024Q4/README.md: -# """ -# Create a bar chart for the number of webpages licensed by language. -# """ -# LOGGER.info( -# "Creating a bar chart for the number of webpages licensed by" -# " language." -# ) -# -# selected_quarter = args.quarter -# -# # Get the list of country columns dynamically -# columns = [col.strip() for col in data.columns.tolist()] -# -# start_index = columns.index("English") -# end_index = columns.index("Indonesian") + 1 -# -# languages = columns[start_index:end_index] -# -# data.columns = data.columns.str.strip() -# -# LOGGER.info(f"Cleaned Columns: {data.columns.tolist()}") -# -# # Aggregate the data by summing the counts for each country -# language_data = data[languages].sum() -# -# plt.figure(figsize=(12, 8)) -# ax = sns.barplot(x=language_data.index, y=language_data.values) -# plt.title( -# f"Number of Google Webpages Licensed by Language ({selected_quarter})" -# ) -# plt.xlabel("Language") -# plt.ylabel("Number of Webpages") -# plt.xticks(rotation=45) -# -# # Add value numbers to the top of each bar -# for p in ax.patches: -# ax.annotate( -# format(p.get_height(), ",.0f"), -# (p.get_x() + p.get_width() / 2.0, p.get_height()), -# ha="center", -# va="center", -# xytext=(0, 9), -# textcoords="offset points", -# ) -# -# # Format the y-axis to display numbers without scientific notation -# ax.get_yaxis().get_major_formatter().set_scientific(False) -# ax.get_yaxis().set_major_formatter( -# plt.FuncFormatter(lambda x, loc: "{:,}".format(int(x))) -# ) -# -# output_directory = os.path.join( -# PATHS["data"], f"{selected_quarter}", "3-report" -# ) -# -# LOGGER.info(f"Output directory: {output_directory}") -# -# # Create the directory if it does not exist -# os.makedirs(output_directory, exist_ok=True) -# image_path = os.path.join(output_directory, "gcs_language_report.png") -# plt.savefig(image_path) -# -# if args.show_plots: -# plt.show() -# -# shared.update_readme( -# args, -# SECTION, -# "Language Report", -# image_path, -# "Number of Google Webpages Licensed by Language", -# ) -# -# LOGGER.info("Visualization by language created.") +def plot_countries_highest_usage(args): + """ + Create plots for the countries with highest usage of current tools + """ + LOGGER.info(plot_countries_highest_usage.__doc__.strip()) + file_path = shared.path_join( + PATHS["data"], args.quarter, "2-process", "gcs_totals_by_country.csv" + ) + LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") + name_label = "Country" + data_label = "Count" + data = pd.read_csv(file_path, index_col=name_label) + total_count = f"{data['Count'].sum():,d}" + data.sort_values(data_label, ascending=False, inplace=True) + data = data[:10] # limit to highest 10 + data = data[::-1] # reverse order + + title = "Countries with highest usage of current tools" + plt = combined_plot( + args=args, + data=data, + title=title, + name_label=name_label, + data_label=data_label, + bar_xscale="log", + ) + + image_path = shared.path_join( + PATHS["data_phase"], "gcs_countries_highest_usage_current_tools.png" + ) + LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") + + if args.enable_save: + # Create the directory if it does not exist + os.makedirs(PATHS["data_phase"], exist_ok=True) + plt.savefig(image_path) + + shared.update_readme( + args, + SECTION, + title, + image_path, + "Plots showing countries with the highest useage of the current" + " Creative Commons (CC) legal tools.", + "The current tools include Licenses version 4.0 (CC BY 4.0, CC BY-NC" + " 4.0, CC BY-NC-ND 4.0, CC BY-NC-SA 4.0, CC-BY-ND 4.0, CC BY-SA 4.0)," + " CC0 1.0, and the Public Domain Mark (PDM 1.0).\n" + "\n" + f"The complete data set indicates there are a total of {total_count}" + " online works using a current CC legal tool.", + ) + + +def plot_languages_highest_usage(args): + """ + Create plots for the languages with highest usage of current tools + """ + LOGGER.info(plot_languages_highest_usage.__doc__.strip()) + file_path = shared.path_join( + PATHS["data"], args.quarter, "2-process", "gcs_totals_by_language.csv" + ) + LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") + name_label = "Language" + data_label = "Count" + data = pd.read_csv(file_path, index_col=name_label) + total_count = f"{data['Count'].sum():,d}" + data.sort_values(data_label, ascending=False, inplace=True) + data = data[:10] # limit to highest 10 + data = data[::-1] # reverse order + + title = "Languages with highest usage of current tools" + plt = combined_plot( + args=args, + data=data, + title=title, + name_label=name_label, + data_label=data_label, + bar_xscale="log", + ) + + image_path = shared.path_join( + PATHS["data_phase"], "gcs_languages_highest_usage_current_tools.png" + ) + LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") + + if args.enable_save: + # Create the directory if it does not exist + os.makedirs(PATHS["data_phase"], exist_ok=True) + plt.savefig(image_path) + + shared.update_readme( + args, + SECTION, + title, + image_path, + "Plots showing languages with the highest useage of the current" + " Creative Commons (CC) legal tools.", + "The current tools include Licenses version 4.0 (CC BY 4.0, CC BY-NC" + " 4.0, CC BY-NC-ND 4.0, CC BY-NC-SA 4.0, CC-BY-ND 4.0, CC BY-SA 4.0)," + " CC0 1.0, and the Public Domain Mark (PDM 1.0).\n" + "\n" + f"The complete data set indicates there are a total of {total_count}" + " online works using a current CC legal tool.", + ) + + +def plot_free_culture(args): + """ + Create plots for the languages with highest usage of current tools + """ + LOGGER.info(plot_free_culture.__doc__.strip()) + file_path = shared.path_join( + PATHS["data"], + args.quarter, + "2-process", + "gcs_totals_by_free_cultural.csv", + ) + LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") + name_label = "Category" + data_label = "Count" + data = pd.read_csv(file_path, index_col=name_label) + + title = "Approved for Free Cultural Works" + plt = combined_plot( + args=args, + data=data, + title=title, + name_label=name_label, + data_label=data_label, + ) + + image_path = shared.path_join(PATHS["data_phase"], "gcs_free_culture.png") + LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") + + if args.enable_save: + # Create the directory if it does not exist + os.makedirs(PATHS["data_phase"], exist_ok=True) + plt.savefig(image_path) + + shared.update_readme( + args, + SECTION, + title, + image_path, + "Plots showing Approved for Free Cultural Works legal tool usage.", + "For more information on retired legal tools, see [Understanding Free" + " Cultural Works - Creative" + " Commons](https://creativecommons.org/public-domain/freeworks/).", + ) def main(): @@ -610,8 +616,9 @@ def main(): plot_current_tools(args) plot_old_tools(args) plot_retired_tools(args) - # plot_by_country(data, args) - # plot_by_language(data, args) + plot_countries_highest_usage(args) + plot_languages_highest_usage(args) + plot_free_culture(args) args = shared.git_add_and_commit( args, From 5a1e1625b0afca093d18cb96aab250d89bb1a823 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Mon, 6 Jan 2025 14:44:43 -0800 Subject: [PATCH 22/32] add and fix support for specifying quarter --- scripts/2-process/gcs_process.py | 155 +++++-------------------------- scripts/3-report/gcs_report.py | 39 ++++---- scripts/shared.py | 13 +++ 3 files changed, 54 insertions(+), 153 deletions(-) diff --git a/scripts/2-process/gcs_process.py b/scripts/2-process/gcs_process.py index 0c3533d..e5bc2ae 100755 --- a/scripts/2-process/gcs_process.py +++ b/scripts/2-process/gcs_process.py @@ -26,13 +26,6 @@ LOGGER, PATHS = shared.setup(__file__) # Constants -FILE1_COUNT = shared.path_join(PATHS["data_1-fetch"], "gcs_1_count.csv") -FILE2_LANGUAGE = shared.path_join( - PATHS["data_1-fetch"], "gcs_2_count_by_language.csv" -) -FILE3_COUNTRY = shared.path_join( - PATHS["data_1-fetch"], "gcs_3_count_by_country.csv" -) QUARTER = os.path.basename(PATHS["data_quarter"]) @@ -42,19 +35,28 @@ def parse_arguments(): """ LOGGER.info("Parsing command-line options") parser = argparse.ArgumentParser(description=__doc__) + parser.add_argument( + "--quarter", + default=QUARTER, + help=f"Data quarter in format YYYYQx (default: {QUARTER})", + ) parser.add_argument( "--enable-save", action="store_true", - help="Enable saving results", + help="Enable saving results (default: False)", ) parser.add_argument( "--enable-git", action="store_true", - help="Enable git actions (fetch, merge, add, commit, and push)", + help="Enable git actions such as fetch, merge, add, commit, and push" + " (default: False)", ) args = parser.parse_args() if not args.enable_save and args.enable_git: parser.error("--enable-git requires --enable-save") + if args.quarter != QUARTER: + global PATHS + PATHS = shared.update_paths(LOGGER, PATHS, QUARTER, args.quarter) args.logger = LOGGER args.paths = PATHS return args @@ -302,150 +304,39 @@ def process_totals_by_country(args, data): data_to_csv(args, data, file_path) -# def load_quarter_data(quarter): -# """ -# Load data for a specific quarter. -# """ -# file_path = os.path.join(PATHS["data"], f"{quarter}", -# "1-fetch", "gcs_fetched.csv") -# if not os.path.exists(file_path): -# LOGGER.error(f"Data file for quarter {quarter} not found.") -# return None -# return pd.read_csv(file_path) - - -# def compare_data(current_quarter, previous_quarter): -# """ -# Compare data between two quarters. -# """ -# current_data = load_quarter_data(current_quarter) -# previous_data = load_quarter_data(previous_quarter) - -# if current_data is None or previous_data is None: -# return - -# # Process the data to compare by country -# compare_by_country(current_data, previous_data, -# current_quarter, previous_quarter) - -# # Process the data to compare by license -# compare_by_license(current_data, previous_data, -# current_quarter, previous_quarter) - -# # Process the data to compare by language -# compare_by_language(current_data, previous_data, -# current_quarter, previous_quarter) - - -# def compare_by_country(current_data, previous_data, -# current_quarter, previous_quarter): -# """ -# Compare the number of webpages licensed by country between two quarters. -# """ -# LOGGER.info(f"Comparing data by country between -# {current_quarter} and {previous_quarter}.") - -# # Get the list of country columns dynamically -# columns = [col.strip() for col in current_data.columns.tolist()] -# start_index = columns.index("United States") -# end_index = columns.index("Japan") + 1 - -# countries = columns[start_index:end_index] - -# current_country_data = current_data[countries].sum() -# previous_country_data = previous_data[countries].sum() - -# comparison = pd.DataFrame({ -# 'Country': countries, -# f'{current_quarter}': current_country_data.values, -# f'{previous_quarter}': previous_country_data.values, -# 'Difference': current_country_data.values -# - previous_country_data.values -# }) - -# LOGGER.info(f"Country comparison:\n{comparison}") - -# # Visualization code to be added here - - -# def compare_by_license(current_data, previous_data, -# current_quarter, previous_quarter): -# """ -# Compare the number of webpages licensed by license type -# between two quarters. -# """ -# LOGGER.info(f"Comparing data by license type -# between {current_quarter} and {previous_quarter}.") - -# current_license_data = -# current_data.groupby('LICENSE TYPE').sum().sum(axis=1) -# previous_license_data = -# previous_data.groupby('LICENSE TYPE').sum().sum(axis=1) - -# comparison = pd.DataFrame({ -# 'License Type': current_license_data.index, -# f'{current_quarter}': current_license_data.values, -# f'{previous_quarter}': previous_license_data.values, -# 'Difference': current_license_data.values -# - previous_license_data.values -# }) - -# LOGGER.info(f"License type comparison:\n{comparison}") - -# # Visualization code to be added here - - -# def compare_by_language(current_data, previous_data, -# current_quarter, previous_quarter): -# """ -# Compare the number of webpages licensed by language between two quarters. -# """ -# LOGGER.info(f"Comparing data by language between -# {current_quarter} and {previous_quarter}.") - -# # Get the list of language columns dynamically -# columns = [col.strip() for col in current_data.columns.tolist()] -# start_index = columns.index("English") -# languages = columns[start_index:] - -# current_language_data = current_data[languages].sum() -# previous_language_data = previous_data[languages].sum() - -# comparison = pd.DataFrame({ -# 'Language': languages, -# f'{current_quarter}': current_language_data.values, -# f'{previous_quarter}': previous_language_data.values, -# 'Difference': current_language_data.values -# - previous_language_data.values -# }) - -# LOGGER.info(f"Language comparison:\n{comparison}") - - def main(): args = parse_arguments() shared.log_paths(LOGGER, PATHS) shared.git_fetch_and_merge(args, PATHS["repo"]) # Count data - count_data = pd.read_csv(FILE1_COUNT, usecols=["TOOL_IDENTIFIER", "COUNT"]) + file1_count = shared.path_join(PATHS["data_1-fetch"], "gcs_1_count.csv") + count_data = pd.read_csv(file1_count, usecols=["TOOL_IDENTIFIER", "COUNT"]) process_product_totals(args, count_data) process_current_old_retired_totals(args, count_data) process_totals_by_free_cultural(args, count_data) process_totals_by_restrictions(args, count_data) # Langauge data + file2_language = shared.path_join( + PATHS["data_1-fetch"], "gcs_2_count_by_language.csv" + ) language_data = pd.read_csv( - FILE2_LANGUAGE, usecols=["TOOL_IDENTIFIER", "LANGUAGE", "COUNT"] + file2_language, usecols=["TOOL_IDENTIFIER", "LANGUAGE", "COUNT"] ) process_totals_by_language(args, language_data) # Country data + file3_country = shared.path_join( + PATHS["data_1-fetch"], "gcs_3_count_by_country.csv" + ) country_data = pd.read_csv( - FILE3_COUNTRY, usecols=["TOOL_IDENTIFIER", "COUNTRY", "COUNT"] + file3_country, usecols=["TOOL_IDENTIFIER", "COUNTRY", "COUNT"] ) process_totals_by_country(args, country_data) + # TODO: compare with previous quarter, previous year + args = shared.git_add_and_commit( args, PATHS["repo"], diff --git a/scripts/3-report/gcs_report.py b/scripts/3-report/gcs_report.py index 91e7278..f67155b 100755 --- a/scripts/3-report/gcs_report.py +++ b/scripts/3-report/gcs_report.py @@ -42,26 +42,30 @@ def parse_arguments(): parser.add_argument( "--quarter", default=QUARTER, - help="Data quarter in format YYYYQx, e.g., 2024Q2", + help=f"Data quarter in format YYYYQx (default: {QUARTER})", ) parser.add_argument( "--show-plots", action="store_true", - help="Show generated plots (in addition to saving them)", + help="Show generated plots (default: False)", ) parser.add_argument( "--enable-save", action="store_true", - help="Enable saving results", + help="Enable saving results (default: False)", ) parser.add_argument( "--enable-git", action="store_true", - help="Enable git actions (fetch, merge, add, commit, and push)", + help="Enable git actions such as fetch, merge, add, commit, and push" + " (default: False)", ) args = parser.parse_args() if not args.enable_save and args.enable_git: parser.error("--enable-git requires --enable-save") + if args.quarter != QUARTER: + global PATHS + PATHS = shared.update_paths(LOGGER, PATHS, QUARTER, args.quarter) args.logger = LOGGER args.paths = PATHS return args @@ -203,7 +207,8 @@ def gcs_intro(args): """ LOGGER.info(gcs_intro.__doc__.strip()) file_path = shared.path_join( - PATHS["data"], args.quarter, "2-process", "gcs_product_totals.csv" + PATHS["data_2-process"], + "gcs_product_totals.csv", ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") name_label = "CC legal tool product" @@ -234,7 +239,7 @@ def plot_products(args): """ LOGGER.info(plot_products.__doc__.strip()) file_path = shared.path_join( - PATHS["data"], args.quarter, "2-process", "gcs_product_totals.csv" + PATHS["data_2-process"], "gcs_product_totals.csv" ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") name_label = "CC legal tool product" @@ -278,9 +283,7 @@ def plot_tool_status(args): """ LOGGER.info(plot_tool_status.__doc__.strip()) file_path = shared.path_join( - PATHS["data"], - args.quarter, - "2-process", + PATHS["data_2-process"], "gcs_status_combined_totals.csv", ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") @@ -323,9 +326,7 @@ def plot_current_tools(args): """ LOGGER.info(plot_current_tools.__doc__.strip()) file_path = shared.path_join( - PATHS["data"], - args.quarter, - "2-process", + PATHS["data_2-process"], "gcs_status_current_totals.csv", ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") @@ -368,7 +369,7 @@ def plot_old_tools(args): """ LOGGER.info(plot_old_tools.__doc__.strip()) file_path = shared.path_join( - PATHS["data"], args.quarter, "2-process", "gcs_status_old_totals.csv" + PATHS["data_2-process"], "gcs_status_old_totals.csv" ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") name_label = "CC legal tool" @@ -412,9 +413,7 @@ def plot_retired_tools(args): """ LOGGER.info(plot_retired_tools.__doc__.strip()) file_path = shared.path_join( - PATHS["data"], - args.quarter, - "2-process", + PATHS["data_2-process"], "gcs_status_retired_totals.csv", ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") @@ -460,7 +459,7 @@ def plot_countries_highest_usage(args): """ LOGGER.info(plot_countries_highest_usage.__doc__.strip()) file_path = shared.path_join( - PATHS["data"], args.quarter, "2-process", "gcs_totals_by_country.csv" + PATHS["data_2-process"], "gcs_totals_by_country.csv" ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") name_label = "Country" @@ -513,7 +512,7 @@ def plot_languages_highest_usage(args): """ LOGGER.info(plot_languages_highest_usage.__doc__.strip()) file_path = shared.path_join( - PATHS["data"], args.quarter, "2-process", "gcs_totals_by_language.csv" + PATHS["data_2-process"], "gcs_totals_by_language.csv" ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") name_label = "Language" @@ -566,9 +565,7 @@ def plot_free_culture(args): """ LOGGER.info(plot_free_culture.__doc__.strip()) file_path = shared.path_join( - PATHS["data"], - args.quarter, - "2-process", + PATHS["data_2-process"], "gcs_totals_by_free_cultural.csv", ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") diff --git a/scripts/shared.py b/scripts/shared.py index 90c9a95..48b1847 100644 --- a/scripts/shared.py +++ b/scripts/shared.py @@ -48,6 +48,19 @@ def setup(current_file): return logger, paths +def update_paths(logger, paths, old_quarter, new_quarter): + logger.info(f"Updating paths: replacing {old_quarter} with {new_quarter}") + for label in [ + "data_1-fetch", + "data_2-process", + "data_3-report", + "data_phase", + "data_quarter", + ]: + paths[label] = paths[label].replace(old_quarter, new_quarter) + return paths + + def log_paths(logger, paths): paths_list = [] repo_path = paths["repo"] From 52e1a02ea8b2330eb3a9b69426916ff9e28c46ef Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Mon, 6 Jan 2025 15:03:41 -0800 Subject: [PATCH 23/32] rename report to be more generic --- scripts/3-report/{references.py => notes.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename scripts/3-report/{references.py => notes.py} (100%) diff --git a/scripts/3-report/references.py b/scripts/3-report/notes.py similarity index 100% rename from scripts/3-report/references.py rename to scripts/3-report/notes.py From ae0433f4ed9da0c31b94b0112561e02b73c7181b Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Mon, 6 Jan 2025 15:04:20 -0800 Subject: [PATCH 24/32] add support for specifying quarter and usage section --- scripts/3-report/notes.py | 49 ++++++++++++++++++++++++++++++++++----- 1 file changed, 43 insertions(+), 6 deletions(-) diff --git a/scripts/3-report/notes.py b/scripts/3-report/notes.py index ce4d380..8671703 100755 --- a/scripts/3-report/notes.py +++ b/scripts/3-report/notes.py @@ -25,7 +25,7 @@ # Constants QUARTER = os.path.basename(PATHS["data_quarter"]) -SECTION = "References" +SECTION = "Notes" def parse_arguments(): @@ -37,26 +37,30 @@ def parse_arguments(): parser.add_argument( "--quarter", default=QUARTER, - help="Data quarter in format YYYYQx, e.g., 2024Q2", + help=f"Data quarter in format YYYYQx (default: {QUARTER})", ) parser.add_argument( "--show-plots", action="store_true", - help="Show generated plots (in addition to saving them)", + help="Show generated plots (default: False)", ) parser.add_argument( "--enable-save", action="store_true", - help="Enable saving results", + help="Enable saving results (default: False)", ) parser.add_argument( "--enable-git", action="store_true", - help="Enable git actions (fetch, merge, add, commit, and push)", + help="Enable git actions such as fetch, merge, add, commit, and push" + " (default: False)", ) args = parser.parse_args() if not args.enable_save and args.enable_git: parser.error("--enable-git requires --enable-save") + if args.quarter != QUARTER: + global PATHS + PATHS = shared.update_paths(LOGGER, PATHS, QUARTER, args.quarter) args.logger = LOGGER args.paths = PATHS return args @@ -77,7 +81,7 @@ def data_locations(args): "**[creativecommons/quantifying][repo]:** *quantify the size and" " diversity of the commons--the collection of works that are openly" " licensed or in the public domain*\n" - "\nThe data used to generate this report is avaiable in that" + "\nThe data used to generate this report is available in that" " repository at the following locations:\n" "\n" " | Resource | Location |\n" @@ -90,12 +94,45 @@ def data_locations(args): ) +def usage(args): + """ + Write copyright + """ + shared.update_readme( + args, + SECTION, + "Usage", + None, + None, + "The Creative Commons (CC) icons, images, and logos are for use under" + " the Creative Commons Trademark Policy (see [Policies - Creative" + " Commons][ccpolicies]). **They *aren't* licensed under a Creative" + " Commons license** (also see [Could I use a CC license to share my" + " logo or trademark? - Frequently Asked Questions - Creative" + " Commons][tmfaq]).\n" + "\n" + "[![CC0 1.0 Universal (CC0 1.0) Public Domain Dedication" + "button][cc-zero-png]][cc-zero]\n" + "Otherwise, this report is dedicated to the public domain under the" + " [CC0 1.0 Universal (CC0 1.0) Public Domain Dedication][cc-zero].\n" + "\n" + "[ccpolicies]: https://creativecommons.org/policies\n" + "[tmfaq]: https://creativecommons.org/faq/" + "#could-i-use-a-cc-license-to-share-my-logo-or-trademark\n" + "[cc-zero-png]: https://licensebuttons.net/l/zero/1.0/88x31.png" + ' "CC0 1.0 Universal (CC0 1.0) Public Domain Dedication button"\n' + "[cc-zero]: https://creativecommons.org/publicdomain/zero/1.0/" + ' "Creative Commons — CC0 1.0 Universal"', + ) + + def main(): args = parse_arguments() shared.log_paths(LOGGER, PATHS) shared.git_fetch_and_merge(args, PATHS["repo"]) data_locations(args) + usage(args) args = shared.git_add_and_commit( args, From c7a763d530cdda6986f4a7d5fec4c041ae7ea067 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Mon, 6 Jan 2025 15:09:46 -0800 Subject: [PATCH 25/32] rename functions for easier sorting --- scripts/1-fetch/deviantart_fetch.py | 2 +- scripts/1-fetch/gcs_fetch.py | 2 +- scripts/1-fetch/github_fetch.py | 2 +- scripts/1-fetch/internetarchive_fetch.py | 2 +- scripts/1-fetch/metmuseum_fetch.py | 2 +- scripts/1-fetch/vimeo_fetch.py | 2 +- scripts/1-fetch/wikicommons_fetch.py | 2 +- scripts/1-fetch/wikipedia_fetch.py | 2 +- scripts/1-fetch/youtube_fetch.py | 2 +- scripts/2-process/gcs_process.py | 4 ++-- scripts/3-report/gcs_report.py | 4 ++-- scripts/3-report/notes.py | 4 ++-- scripts/shared.py | 4 ++-- 13 files changed, 17 insertions(+), 17 deletions(-) diff --git a/scripts/1-fetch/deviantart_fetch.py b/scripts/1-fetch/deviantart_fetch.py index 35195c3..3ab92fd 100755 --- a/scripts/1-fetch/deviantart_fetch.py +++ b/scripts/1-fetch/deviantart_fetch.py @@ -243,7 +243,7 @@ def main(): return # Log the paths being used - shared.log_paths(LOGGER, PATHS) + shared.paths_log(LOGGER, PATHS) # Create data directory for this phase os.makedirs(PATHS["data_phase"], exist_ok=True) diff --git a/scripts/1-fetch/gcs_fetch.py b/scripts/1-fetch/gcs_fetch.py index 895cdfa..6533deb 100755 --- a/scripts/1-fetch/gcs_fetch.py +++ b/scripts/1-fetch/gcs_fetch.py @@ -271,7 +271,7 @@ def query_gcs(args, service, last_completed_plan_index, plan): def main(): args = parse_arguments() - shared.log_paths(LOGGER, PATHS) + shared.paths_log(LOGGER, PATHS) service = get_search_service() shared.git_fetch_and_merge(args, PATHS["repo"]) initialize_all_data_files(args) diff --git a/scripts/1-fetch/github_fetch.py b/scripts/1-fetch/github_fetch.py index 689c96c..fc1412e 100755 --- a/scripts/1-fetch/github_fetch.py +++ b/scripts/1-fetch/github_fetch.py @@ -169,7 +169,7 @@ def query_github(args, session): def main(): args = parse_arguments() - shared.log_paths(LOGGER, PATHS) + shared.paths_log(LOGGER, PATHS) check_for_completion() session = get_requests_session() tool_data = query_github(args, session) diff --git a/scripts/1-fetch/internetarchive_fetch.py b/scripts/1-fetch/internetarchive_fetch.py index ca6d340..92b3e59 100755 --- a/scripts/1-fetch/internetarchive_fetch.py +++ b/scripts/1-fetch/internetarchive_fetch.py @@ -202,7 +202,7 @@ def main(): return # Log the paths being used - shared.log_paths(LOGGER, PATHS) + shared.paths_log(LOGGER, PATHS) # Create data directory for this phase os.makedirs(PATHS["data_phase"], exist_ok=True) diff --git a/scripts/1-fetch/metmuseum_fetch.py b/scripts/1-fetch/metmuseum_fetch.py index 80e25d5..6c378c3 100755 --- a/scripts/1-fetch/metmuseum_fetch.py +++ b/scripts/1-fetch/metmuseum_fetch.py @@ -171,7 +171,7 @@ def main(): return # Log the paths being used - shared.log_paths(LOGGER, PATHS) + shared.paths_log(LOGGER, PATHS) # Create data directory for this phase os.makedirs(PATHS["data_phase"], exist_ok=True) diff --git a/scripts/1-fetch/vimeo_fetch.py b/scripts/1-fetch/vimeo_fetch.py index 124655f..d307e62 100755 --- a/scripts/1-fetch/vimeo_fetch.py +++ b/scripts/1-fetch/vimeo_fetch.py @@ -213,7 +213,7 @@ def main(): return # Log the paths being used - shared.log_paths(LOGGER, PATHS) + shared.paths_log(LOGGER, PATHS) # Create data directory for this phase os.makedirs(PATHS["data_phase"], exist_ok=True) diff --git a/scripts/1-fetch/wikicommons_fetch.py b/scripts/1-fetch/wikicommons_fetch.py index 8467d8b..ed5ea02 100755 --- a/scripts/1-fetch/wikicommons_fetch.py +++ b/scripts/1-fetch/wikicommons_fetch.py @@ -254,7 +254,7 @@ def main(): return # Log the paths being used - shared.log_paths(LOGGER, PATHS) + shared.paths_log(LOGGER, PATHS) # Create data directory for this phase os.makedirs(PATHS["data_phase"], exist_ok=True) diff --git a/scripts/1-fetch/wikipedia_fetch.py b/scripts/1-fetch/wikipedia_fetch.py index 5a32d5a..57a0466 100755 --- a/scripts/1-fetch/wikipedia_fetch.py +++ b/scripts/1-fetch/wikipedia_fetch.py @@ -198,7 +198,7 @@ def main(): return # Log the paths being used - shared.log_paths(LOGGER, PATHS) + shared.paths_log(LOGGER, PATHS) # Create data directory for this phase os.makedirs(PATHS["data_phase"], exist_ok=True) diff --git a/scripts/1-fetch/youtube_fetch.py b/scripts/1-fetch/youtube_fetch.py index b75660d..7689ab9 100755 --- a/scripts/1-fetch/youtube_fetch.py +++ b/scripts/1-fetch/youtube_fetch.py @@ -236,7 +236,7 @@ def main(): return # Log the paths being used - shared.log_paths(LOGGER, PATHS) + shared.paths_log(LOGGER, PATHS) # Create data directory for this phase os.makedirs(PATHS["data_phase"], exist_ok=True) diff --git a/scripts/2-process/gcs_process.py b/scripts/2-process/gcs_process.py index e5bc2ae..8dcb9cf 100755 --- a/scripts/2-process/gcs_process.py +++ b/scripts/2-process/gcs_process.py @@ -56,7 +56,7 @@ def parse_arguments(): parser.error("--enable-git requires --enable-save") if args.quarter != QUARTER: global PATHS - PATHS = shared.update_paths(LOGGER, PATHS, QUARTER, args.quarter) + PATHS = shared.paths_update(LOGGER, PATHS, QUARTER, args.quarter) args.logger = LOGGER args.paths = PATHS return args @@ -306,7 +306,7 @@ def process_totals_by_country(args, data): def main(): args = parse_arguments() - shared.log_paths(LOGGER, PATHS) + shared.paths_log(LOGGER, PATHS) shared.git_fetch_and_merge(args, PATHS["repo"]) # Count data diff --git a/scripts/3-report/gcs_report.py b/scripts/3-report/gcs_report.py index f67155b..0f82458 100755 --- a/scripts/3-report/gcs_report.py +++ b/scripts/3-report/gcs_report.py @@ -65,7 +65,7 @@ def parse_arguments(): parser.error("--enable-git requires --enable-save") if args.quarter != QUARTER: global PATHS - PATHS = shared.update_paths(LOGGER, PATHS, QUARTER, args.quarter) + PATHS = shared.paths_update(LOGGER, PATHS, QUARTER, args.quarter) args.logger = LOGGER args.paths = PATHS return args @@ -604,7 +604,7 @@ def plot_free_culture(args): def main(): args = parse_arguments() - shared.log_paths(LOGGER, PATHS) + shared.paths_log(LOGGER, PATHS) shared.git_fetch_and_merge(args, PATHS["repo"]) gcs_intro(args) diff --git a/scripts/3-report/notes.py b/scripts/3-report/notes.py index 8671703..e633998 100755 --- a/scripts/3-report/notes.py +++ b/scripts/3-report/notes.py @@ -60,7 +60,7 @@ def parse_arguments(): parser.error("--enable-git requires --enable-save") if args.quarter != QUARTER: global PATHS - PATHS = shared.update_paths(LOGGER, PATHS, QUARTER, args.quarter) + PATHS = shared.paths_update(LOGGER, PATHS, QUARTER, args.quarter) args.logger = LOGGER args.paths = PATHS return args @@ -128,7 +128,7 @@ def usage(args): def main(): args = parse_arguments() - shared.log_paths(LOGGER, PATHS) + shared.paths_log(LOGGER, PATHS) shared.git_fetch_and_merge(args, PATHS["repo"]) data_locations(args) diff --git a/scripts/shared.py b/scripts/shared.py index 48b1847..b198afe 100644 --- a/scripts/shared.py +++ b/scripts/shared.py @@ -48,7 +48,7 @@ def setup(current_file): return logger, paths -def update_paths(logger, paths, old_quarter, new_quarter): +def paths_update(logger, paths, old_quarter, new_quarter): logger.info(f"Updating paths: replacing {old_quarter} with {new_quarter}") for label in [ "data_1-fetch", @@ -61,7 +61,7 @@ def update_paths(logger, paths, old_quarter, new_quarter): return paths -def log_paths(logger, paths): +def paths_log(logger, paths): paths_list = [] repo_path = paths["repo"] for label, path in paths.items(): From 5ed2a7d0e4815f30b278b5ae6a1ad3b5641a85c3 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Mon, 6 Jan 2025 15:11:30 -0800 Subject: [PATCH 26/32] sort functions --- scripts/shared.py | 120 +++++++++++++++++++++++----------------------- 1 file changed, 60 insertions(+), 60 deletions(-) diff --git a/scripts/shared.py b/scripts/shared.py index b198afe..83a53b5 100644 --- a/scripts/shared.py +++ b/scripts/shared.py @@ -15,66 +15,6 @@ def __init__(self, message, exit_code=None): super().__init__(self.message) -def setup(current_file): - # Set up logging - logging.basicConfig( - level=logging.INFO, - format="%(asctime)s - %(levelname)s - %(module)s - %(message)s", - ) - logger = logging.getLogger(__name__) - - # Datetime - datetime_today = datetime.now(timezone.utc) - quarter = PeriodIndex([datetime_today.date()], freq="Q")[0] - - # Paths - paths = {} - paths["repo"] = os.path.dirname(path_join(__file__, "..")) - paths["dotenv"] = path_join(paths["repo"], ".env") - paths["data"] = os.path.dirname( - os.path.abspath(os.path.realpath(current_file)) - ) - current_phase = os.path.basename( - os.path.dirname(os.path.abspath(os.path.realpath(current_file))) - ) - paths["data"] = path_join(paths["repo"], "data") - data_quarter = path_join(paths["data"], f"{quarter}") - for phase in ["1-fetch", "2-process", "3-report"]: - paths[f"data_{phase}"] = path_join(data_quarter, phase) - paths["data_phase"] = path_join(data_quarter, current_phase) - - paths["data_quarter"] = data_quarter - - return logger, paths - - -def paths_update(logger, paths, old_quarter, new_quarter): - logger.info(f"Updating paths: replacing {old_quarter} with {new_quarter}") - for label in [ - "data_1-fetch", - "data_2-process", - "data_3-report", - "data_phase", - "data_quarter", - ]: - paths[label] = paths[label].replace(old_quarter, new_quarter) - return paths - - -def paths_log(logger, paths): - paths_list = [] - repo_path = paths["repo"] - for label, path in paths.items(): - label = f"{label}:" - if label == "repo:": - paths_list.append(f"\n{' ' * 4}{label} {path}") - else: - path_new = path.replace(repo_path, ".") - paths_list.append(f"\n{' ' * 8}{label:<15} {path_new}") - paths_list = "".join(paths_list) - logger.info(f"PATHS:{paths_list}") - - def git_fetch_and_merge(args, repo_path, branch=None): if not args.enable_git: return @@ -146,6 +86,66 @@ def path_join(*paths): return os.path.abspath(os.path.realpath(os.path.join(*paths))) +def paths_log(logger, paths): + paths_list = [] + repo_path = paths["repo"] + for label, path in paths.items(): + label = f"{label}:" + if label == "repo:": + paths_list.append(f"\n{' ' * 4}{label} {path}") + else: + path_new = path.replace(repo_path, ".") + paths_list.append(f"\n{' ' * 8}{label:<15} {path_new}") + paths_list = "".join(paths_list) + logger.info(f"PATHS:{paths_list}") + + +def paths_update(logger, paths, old_quarter, new_quarter): + logger.info(f"Updating paths: replacing {old_quarter} with {new_quarter}") + for label in [ + "data_1-fetch", + "data_2-process", + "data_3-report", + "data_phase", + "data_quarter", + ]: + paths[label] = paths[label].replace(old_quarter, new_quarter) + return paths + + +def setup(current_file): + # Set up logging + logging.basicConfig( + level=logging.INFO, + format="%(asctime)s - %(levelname)s - %(module)s - %(message)s", + ) + logger = logging.getLogger(__name__) + + # Datetime + datetime_today = datetime.now(timezone.utc) + quarter = PeriodIndex([datetime_today.date()], freq="Q")[0] + + # Paths + paths = {} + paths["repo"] = os.path.dirname(path_join(__file__, "..")) + paths["dotenv"] = path_join(paths["repo"], ".env") + paths["data"] = os.path.dirname( + os.path.abspath(os.path.realpath(current_file)) + ) + current_phase = os.path.basename( + os.path.dirname(os.path.abspath(os.path.realpath(current_file))) + ) + paths["data"] = path_join(paths["repo"], "data") + data_quarter = path_join(paths["data"], f"{quarter}") + for phase in ["1-fetch", "2-process", "3-report"]: + paths[f"data_{phase}"] = path_join(data_quarter, phase) + paths["data_phase"] = path_join(data_quarter, current_phase) + + paths["data_quarter"] = data_quarter + + return logger, paths + + def update_readme( args, section_title, From ee3f5f8f40e838734c5c2a55f0594e0c17c4f989 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Mon, 6 Jan 2025 15:26:02 -0800 Subject: [PATCH 27/32] move plotting code to shared library --- scripts/3-report/gcs_report.py | 150 ++------------------------------- scripts/plot.py | 144 +++++++++++++++++++++++++++++++ 2 files changed, 153 insertions(+), 141 deletions(-) create mode 100644 scripts/plot.py diff --git a/scripts/3-report/gcs_report.py b/scripts/3-report/gcs_report.py index 0f82458..1d7f137 100755 --- a/scripts/3-report/gcs_report.py +++ b/scripts/3-report/gcs_report.py @@ -11,10 +11,7 @@ import traceback # Third-party -import matplotlib.pyplot as plt -import matplotlib.ticker as ticker import pandas as pd -from matplotlib import colormaps from pygments import highlight from pygments.formatters import TerminalFormatter from pygments.lexers import PythonTracebackLexer @@ -23,6 +20,7 @@ sys.path.append(os.path.join(os.path.dirname(__file__), "..")) # First-party/Local +import plot # noqa: E402 import shared # noqa: E402 # Setup @@ -71,136 +69,6 @@ def parse_arguments(): return args -def number_formatter(x, pos): - """ - Use the millions formatter for x-axis - - The two args are the value (x) and tick position (pos) - """ - if x >= 1e9: - return f"{x * 1e-9:,.0f}B" - elif x >= 1e6: - return f"{x * 1e-6:,.0f}M" - elif x >= 1e3: - return f"{x * 1e-3:,.0f}K" - else: - return f"{x:,.0f}" - - -def annotate_ylabels(ax, data, data_label, colors): - i = 0 - c = 0 - ytick = ax.yaxis.get_major_ticks(numticks=1)[0] - # defaults: ytick.major.size + ytick.major.pad - indent = -1 * (ytick.get_tick_padding() + ytick.get_pad()) - for index, row in data.iterrows(): - if c > len(colors): - c = 0 - - # annotate totals - ax.annotate( - f" {row[data_label]:>15,d}", - (indent, i - 0.1), - xycoords=("axes points", "data"), - color=colors[c], - fontsize="x-small", - horizontalalignment="right", - verticalalignment="top", - ) - - # annotate percentages - percent = row[data_label] / data[data_label].sum() * 100 - if percent < 0.1: - percent = "< .1%" - else: - percent = f"{percent:4.1f}%" - ax.annotate( - percent, - (1.02, i), - xycoords=("axes fraction", "data"), - backgroundcolor=colors[c], - color="white", - fontsize="x-small", - horizontalalignment="left", - verticalalignment="center", - ) - - i += 1 - c += 1 - return ax - - -def combined_plot( - args, data, title, name_label, data_label, bar_xscale=None, bar_ylabel=None -): - if len(data) > 10: - raise shared.QuantifyingException( - "the combined_plot() function is limited to a maximum of 10 data" - " points" - ) - - plt.rcParams.update({"font.family": "monospace", "figure.dpi": 300}) - - height = 1 + len(data) * 0.5 - if height < 2.5: - height = 2.5 - - fig, (ax1, ax2) = plt.subplots( - 1, 2, figsize=(8, height), width_ratios=(2, 1), layout="constrained" - ) - colors = colormaps["tab10"].colors - - # 1st axes: horizontal barplot of counts - # pad tick labels to make room for annotation - tick_labels = [] - for index, row in data.iterrows(): - count = f"{row[data_label]:,d}" - tick_labels.append(f"{index}\n{' ' * len(count)}") - if bar_xscale == "log": - log = True - else: - bar_xscale = "linear" - log = False - ax1.barh(y=tick_labels, width=data[data_label], color=colors, log=log) - ax1.tick_params(axis="x", which="major", labelrotation=45) - ax1.set_xlabel("Number of works") - ax1.xaxis.set_major_formatter(ticker.FuncFormatter(number_formatter)) - if bar_ylabel is not None: - ax1.set_ylabel(bar_ylabel) - else: - ax1.set_ylabel(name_label) - ax1 = annotate_ylabels(ax1, data, data_label, colors) - - # 2nd axes: pie chart of percentages - data.plot.pie( - ax=ax2, - y=data_label, - colors=colors, - labels=None, - legend=False, - radius=1.25, - ) - ax2.set_title("Percent") - ax2.set_ylabel(None) - - # plot - plt.suptitle(title) - plt.annotate( - f"Creative Commons (CC)\nbar x scale: {bar_xscale}, data from" - f" {args.quarter}", - (0.95, 5), - xycoords=("figure fraction", "figure points"), - color="gray", - fontsize="x-small", - horizontalalignment="right", - ) - - if args.show_plots: - plt.show() - - return plt - - def gcs_intro(args): """ Write Google Custom Search (GCS) introduction. @@ -247,7 +115,7 @@ def plot_products(args): data = data[::-1] # reverse order title = "Products totals and percentages " - plt = combined_plot( + plt = plot.combined_plot( args=args, data=data, title=title, @@ -292,7 +160,7 @@ def plot_tool_status(args): data.sort_values(name_label, ascending=False, inplace=True) title = "CC legal tools status" - plt = combined_plot( + plt = plot.combined_plot( args=args, data=data, title=title, @@ -335,7 +203,7 @@ def plot_current_tools(args): data.sort_values(name_label, ascending=False, inplace=True) title = "Current CC legal tools" - plt = combined_plot( + plt = plot.combined_plot( args=args, data=data, title=title, @@ -377,7 +245,7 @@ def plot_old_tools(args): data.sort_values(name_label, ascending=False, inplace=True) title = "Old CC legal tools" - plt = combined_plot( + plt = plot.combined_plot( args=args, data=data, title=title, @@ -422,7 +290,7 @@ def plot_retired_tools(args): data.sort_values(name_label, ascending=False, inplace=True) title = "Retired CC legal tools" - plt = combined_plot( + plt = plot.combined_plot( args=args, data=data, title=title, @@ -471,7 +339,7 @@ def plot_countries_highest_usage(args): data = data[::-1] # reverse order title = "Countries with highest usage of current tools" - plt = combined_plot( + plt = plot.combined_plot( args=args, data=data, title=title, @@ -524,7 +392,7 @@ def plot_languages_highest_usage(args): data = data[::-1] # reverse order title = "Languages with highest usage of current tools" - plt = combined_plot( + plt = plot.combined_plot( args=args, data=data, title=title, @@ -574,7 +442,7 @@ def plot_free_culture(args): data = pd.read_csv(file_path, index_col=name_label) title = "Approved for Free Cultural Works" - plt = combined_plot( + plt = plot.combined_plot( args=args, data=data, title=title, diff --git a/scripts/plot.py b/scripts/plot.py new file mode 100644 index 0000000..c7f4736 --- /dev/null +++ b/scripts/plot.py @@ -0,0 +1,144 @@ +# Standard library +import os +import sys + +# Third-party +import matplotlib.pyplot as plt +import matplotlib.ticker as ticker +from matplotlib import colormaps + +# Add parent directory so shared can be imported +sys.path.append(os.path.dirname(__file__)) + +# First-party/Local +import shared # noqa: E402 + + +def annotate_ylabels(ax, data, data_label, colors): + i = 0 + c = 0 + ytick = ax.yaxis.get_major_ticks(numticks=1)[0] + # defaults: ytick.major.size + ytick.major.pad + indent = -1 * (ytick.get_tick_padding() + ytick.get_pad()) + for index, row in data.iterrows(): + if c > len(colors): + c = 0 + + # annotate totals + ax.annotate( + f" {row[data_label]:>15,d}", + (indent, i - 0.1), + xycoords=("axes points", "data"), + color=colors[c], + fontsize="x-small", + horizontalalignment="right", + verticalalignment="top", + ) + + # annotate percentages + percent = row[data_label] / data[data_label].sum() * 100 + if percent < 0.1: + percent = "< .1%" + else: + percent = f"{percent:4.1f}%" + ax.annotate( + percent, + (1.02, i), + xycoords=("axes fraction", "data"), + backgroundcolor=colors[c], + color="white", + fontsize="x-small", + horizontalalignment="left", + verticalalignment="center", + ) + + i += 1 + c += 1 + return ax + + +def combined_plot( + args, data, title, name_label, data_label, bar_xscale=None, bar_ylabel=None +): + if len(data) > 10: + raise shared.QuantifyingException( + "the combined_plot() function is limited to a maximum of 10 data" + " points" + ) + + plt.rcParams.update({"font.family": "monospace", "figure.dpi": 300}) + + height = 1 + len(data) * 0.5 + if height < 2.5: + height = 2.5 + + fig, (ax1, ax2) = plt.subplots( + 1, 2, figsize=(8, height), width_ratios=(2, 1), layout="constrained" + ) + colors = colormaps["tab10"].colors + + # 1st axes: horizontal barplot of counts + # pad tick labels to make room for annotation + tick_labels = [] + for index, row in data.iterrows(): + count = f"{row[data_label]:,d}" + tick_labels.append(f"{index}\n{' ' * len(count)}") + if bar_xscale == "log": + log = True + else: + bar_xscale = "linear" + log = False + ax1.barh(y=tick_labels, width=data[data_label], color=colors, log=log) + ax1.tick_params(axis="x", which="major", labelrotation=45) + ax1.set_xlabel("Number of works") + ax1.xaxis.set_major_formatter(ticker.FuncFormatter(number_formatter)) + if bar_ylabel is not None: + ax1.set_ylabel(bar_ylabel) + else: + ax1.set_ylabel(name_label) + ax1 = annotate_ylabels(ax1, data, data_label, colors) + + # 2nd axes: pie chart of percentages + data.plot.pie( + ax=ax2, + y=data_label, + colors=colors, + labels=None, + legend=False, + radius=1.25, + ) + ax2.set_title("Percent") + ax2.set_ylabel(None) + + # plot + plt.suptitle(title) + plt.annotate( + f"Creative Commons (CC)\nbar x scale: {bar_xscale}, data from" + f" {args.quarter}", + (0.95, 5), + xycoords=("figure fraction", "figure points"), + color="gray", + fontsize="x-small", + horizontalalignment="right", + ) + + if args.show_plots: + plt.show() + + return plt + + +def number_formatter(x, pos): + """ + Use the millions formatter for x-axis + + The two args are the value (x) and tick position (pos) + """ + if x >= 1e9: + return f"{x * 1e-9:,.0f}B" + elif x >= 1e6: + return f"{x * 1e-6:,.0f}M" + elif x >= 1e3: + return f"{x * 1e-3:,.0f}K" + else: + return f"{x:,.0f}" From 000b7a3e7b409809c379fb43cb12148c75db16f7 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Mon, 6 Jan 2025 15:44:01 -0800 Subject: [PATCH 28/32] remove extra space --- scripts/3-report/gcs_report.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/3-report/gcs_report.py b/scripts/3-report/gcs_report.py index 1d7f137..d2255a4 100755 --- a/scripts/3-report/gcs_report.py +++ b/scripts/3-report/gcs_report.py @@ -114,7 +114,7 @@ def plot_products(args): data = pd.read_csv(file_path, index_col=name_label) data = data[::-1] # reverse order - title = "Products totals and percentages " + title = "Products totals and percentages" plt = plot.combined_plot( args=args, data=data, From c7575044c5a2ce298ca095b2747485c615fd3307 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Mon, 6 Jan 2025 15:48:09 -0800 Subject: [PATCH 29/32] add 2024Q4 report --- ..._countries_highest_usage_current_tools.png | Bin 0 -> 210848 bytes data/2024Q4/3-report/gcs_free_culture.png | Bin 0 -> 113722 bytes ..._languages_highest_usage_current_tools.png | Bin 0 -> 206777 bytes data/2024Q4/3-report/gcs_product_totals.png | Bin 0 -> 200018 bytes .../3-report/gcs_status_current_tools.png | Bin 0 -> 211725 bytes data/2024Q4/3-report/gcs_status_old_tools.png | Bin 0 -> 175156 bytes .../3-report/gcs_status_retired_tools.png | Bin 0 -> 228972 bytes data/2024Q4/3-report/gcs_tool_status.png | Bin 0 -> 109180 bytes .../3-report/github_repo_content_licenses.png | Bin 0 -> 168329 bytes data/2024Q4/README.md | 172 ++++++++++++++++++ 10 files changed, 172 insertions(+) create mode 100644 data/2024Q4/3-report/gcs_countries_highest_usage_current_tools.png create mode 100644 data/2024Q4/3-report/gcs_free_culture.png create mode 100644 data/2024Q4/3-report/gcs_languages_highest_usage_current_tools.png create mode 100644 data/2024Q4/3-report/gcs_product_totals.png create mode 100644 data/2024Q4/3-report/gcs_status_current_tools.png create mode 100644 data/2024Q4/3-report/gcs_status_old_tools.png create mode 100644 data/2024Q4/3-report/gcs_status_retired_tools.png create mode 100644 data/2024Q4/3-report/gcs_tool_status.png create mode 100644 data/2024Q4/3-report/github_repo_content_licenses.png create mode 100644 data/2024Q4/README.md diff --git a/data/2024Q4/3-report/gcs_countries_highest_usage_current_tools.png b/data/2024Q4/3-report/gcs_countries_highest_usage_current_tools.png new file mode 100644 index 0000000000000000000000000000000000000000..e9577d94366447b7436bb614254eac0dc4296020 GIT binary patch literal 210848 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/dev/null +++ b/data/2024Q4/README.md @@ -0,0 +1,172 @@ +# Quantifying the Commons 2024Q4 + + + + +## Google Custom Search (GCS) + + + + +### Overview + +Google Custom Search (GCS) data uses the `totalResults` returned by API for search queries of the legal tool URLs (quoted and using `linkSite` for accuracy), countries codes, and language codes. + +**The results indicate there are a total of 36,768,736,041 online works in the commons--documents that are licensed or put in the public domain using a Creative Commons (CC) legal tool.** + +Thank you Google for providing the Programable Search Engine: Custom Search JSON API! + + + + + + + +### Products totals and percentages + +![Plots showing Creative Commons (CC) legal tool product totals and percentages.](3-report/gcs_product_totals.png) + +Plots showing Creative Commons (CC) legal tool product totals and percentages. + + + + + + +### CC legal tools status + +![Plots showing Creative Commons (CC) legal tool status totals and percentages.](3-report/gcs_tool_status.png) + +Plots showing Creative Commons (CC) legal tool status totals and percentages. + + + + + + +### Current CC legal tools + +![Plots showing current Creative Commons (CC) legal tool totals and percentages.](3-report/gcs_status_current_tools.png) + +Plots showing current Creative Commons (CC) legal tool totals and percentages. + + + + + + +### Old CC legal tools + +![Plots showing old Creative Commons (CC) legal tool totals and percentages.](3-report/gcs_status_old_tools.png) + +Plots showing old Creative Commons (CC) legal tool totals and percentages. + +The unit names have been normalized (~~`CC BY-ND-NC`~~ => `CC BY-NC-ND`). + + + + + + +### Retired CC legal tools + +![Plots showing retired Creative Commons (CC) legal tools total and percentages.](3-report/gcs_status_retired_tools.png) + +Plots showing retired Creative Commons (CC) legal tools total and percentages. + +For more information on retired legal tools, see [Retired Legal Tools - Creative Commons](https://creativecommons.org/retiredlicenses/). + + + + + + +### Countries with highest usage of current tools + +![Plots showing countries with the highest useage of the current Creative Commons (CC) legal tools.](3-report/gcs_countries_highest_usage_current_tools.png) + +Plots showing countries with the highest useage of the current Creative Commons (CC) legal tools. + +The current tools include Licenses version 4.0 (CC BY 4.0, CC BY-NC 4.0, CC BY-NC-ND 4.0, CC BY-NC-SA 4.0, CC-BY-ND 4.0, CC BY-SA 4.0), CC0 1.0, and the Public Domain Mark (PDM 1.0). + +The complete data set indicates there are a total of 2,220,330,077 online works using a current CC legal tool. + + + + + + +### Languages with highest usage of current tools + +![Plots showing languages with the highest useage of the current Creative Commons (CC) legal tools.](3-report/gcs_languages_highest_usage_current_tools.png) + +Plots showing languages with the highest useage of the current Creative Commons (CC) legal tools. + +The current tools include Licenses version 4.0 (CC BY 4.0, CC BY-NC 4.0, CC BY-NC-ND 4.0, CC BY-NC-SA 4.0, CC-BY-ND 4.0, CC BY-SA 4.0), CC0 1.0, and the Public Domain Mark (PDM 1.0). + +The complete data set indicates there are a total of 970,145,024 online works using a current CC legal tool. + + + + + + +### Approved for Free Cultural Works + +![Plots showing Approved for Free Cultural Works legal tool usage.](3-report/gcs_free_culture.png) + +Plots showing Approved for Free Cultural Works legal tool usage. + +For more information on retired legal tools, see [Understanding Free Cultural Works - Creative Commons](https://creativecommons.org/public-domain/freeworks/). + + + + + + + + + +## Notes + + + + +### Data locations + +This report was generated as part of: + +**[creativecommons/quantifying][repo]:** *quantify the size and diversity of the commons--the collection of works that are openly licensed or in the public domain* + +The data used to generate this report is available in that repository at the following locations: + + | Resource | Location | + | --------------- | -------- | + | Fetched data: | [`../1-fetch/`](../1-fetch) | + | Processed data: | [`../2-process/`](../2-process) | + | Report data: | [`../2-report/`](../2-report) | + +[repo]: https://github.com/creativecommons/quantifying + + + + + + + +### Usage + +The Creative Commons (CC) icons, images, and logos are for use under the Creative Commons Trademark Policy (see [Policies - Creative Commons][ccpolicies]). **They *aren't* licensed under a Creative Commons license** (also see [Could I use a CC license to share my logo or trademark? - Frequently Asked Questions - Creative Commons][tmfaq]). + +[![CC0 1.0 Universal (CC0 1.0) Public Domain Dedicationbutton][cc-zero-png]][cc-zero] +Otherwise, this report is dedicated to the public domain under the [CC0 1.0 Universal (CC0 1.0) Public Domain Dedication][cc-zero]. + +[ccpolicies]: https://creativecommons.org/policies +[tmfaq]: https://creativecommons.org/faq/#could-i-use-a-cc-license-to-share-my-logo-or-trademark +[cc-zero-png]: https://licensebuttons.net/l/zero/1.0/88x31.png "CC0 1.0 Universal (CC0 1.0) Public Domain Dedication button" +[cc-zero]: https://creativecommons.org/publicdomain/zero/1.0/ "Creative Commons — CC0 1.0 Universal" + + + + + From 0647329860d1068d8534bf8e3e28ddeb42d0f9c5 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Thu, 9 Jan 2025 07:49:25 -0800 Subject: [PATCH 30/32] Impove terms and wording - Use "Latest" and "Prior" instead of "~~Current~~" and "~~Old~~" - Clarify licensing --- .../2-process/gcs_status_combined_totals.csv | 4 +- ...otals.csv => gcs_status_latest_totals.csv} | 0 ...totals.csv => gcs_status_prior_totals.csv} | 0 ..._countries_highest_usage_current_tools.png | Bin 210848 -> 0 bytes ...s_countries_highest_usage_latest_tools.png | Bin 0 -> 209929 bytes ..._languages_highest_usage_current_tools.png | Bin 206777 -> 0 bytes ...s_languages_highest_usage_latest_tools.png | Bin 0 -> 205802 bytes .../3-report/gcs_status_current_tools.png | Bin 211725 -> 0 bytes .../3-report/gcs_status_latest_tools.png | Bin 0 -> 211330 bytes data/2024Q4/3-report/gcs_status_old_tools.png | Bin 175156 -> 0 bytes .../3-report/gcs_status_prior_tools.png | Bin 0 -> 175358 bytes data/2024Q4/3-report/gcs_tool_status.png | Bin 109180 -> 108958 bytes data/2024Q4/README.md | 52 ++++++++-------- scripts/2-process/gcs_process.py | 28 ++++----- scripts/3-report/gcs_report.py | 58 +++++++++--------- scripts/3-report/notes.py | 9 +-- 16 files changed, 76 insertions(+), 75 deletions(-) rename data/2024Q4/2-process/{gcs_status_current_totals.csv => gcs_status_latest_totals.csv} (100%) rename data/2024Q4/2-process/{gcs_status_old_totals.csv => gcs_status_prior_totals.csv} (100%) delete mode 100644 data/2024Q4/3-report/gcs_countries_highest_usage_current_tools.png create mode 100644 data/2024Q4/3-report/gcs_countries_highest_usage_latest_tools.png delete mode 100644 data/2024Q4/3-report/gcs_languages_highest_usage_current_tools.png create mode 100644 data/2024Q4/3-report/gcs_languages_highest_usage_latest_tools.png delete mode 100644 data/2024Q4/3-report/gcs_status_current_tools.png create mode 100644 data/2024Q4/3-report/gcs_status_latest_tools.png delete mode 100644 data/2024Q4/3-report/gcs_status_old_tools.png create mode 100644 data/2024Q4/3-report/gcs_status_prior_tools.png diff --git a/data/2024Q4/2-process/gcs_status_combined_totals.csv b/data/2024Q4/2-process/gcs_status_combined_totals.csv index c4dab69..93b2614 100644 --- a/data/2024Q4/2-process/gcs_status_combined_totals.csv +++ b/data/2024Q4/2-process/gcs_status_combined_totals.csv @@ -1,4 +1,4 @@ "CC legal tool","Count" -"Current","1170680000" -"Old","33776380800" +"Latest","1170680000" +"Prior","33776380800" "Retired","1821675241" diff --git a/data/2024Q4/2-process/gcs_status_current_totals.csv 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z+SB71Q+x!r8r%P9hyOkj{H9q!X<0Ybe?INse?PvqaaqRyylL`ZZUO&MnEv}SWM2IR zLI3`B{N^$He^iOz^$36ep}yw-de!*Y#B2ZWOZz`>mVExmw*Po}|NC>N*8YFJ+(iyM XiSLIWSFh - + -### Current CC legal tools +### Latest CC legal tools -![Plots showing current Creative Commons (CC) legal tool totals and percentages.](3-report/gcs_status_current_tools.png) +![Plots showing latest Creative Commons (CC) legal tool totals and percentages.](3-report/gcs_status_latest_tools.png) -Plots showing current Creative Commons (CC) legal tool totals and percentages. +Plots showing latest Creative Commons (CC) legal tool totals and percentages. - + - + -### Old CC legal tools +### Prior CC legal tools -![Plots showing old Creative Commons (CC) legal tool totals and percentages.](3-report/gcs_status_old_tools.png) +![Plots showing prior Creative Commons (CC) legal tool totals and percentages.](3-report/gcs_status_prior_tools.png) -Plots showing old Creative Commons (CC) legal tool totals and percentages. +Plots showing prior Creative Commons (CC) legal tool totals and percentages. The unit names have been normalized (~~`CC BY-ND-NC`~~ => `CC BY-NC-ND`). - + @@ -79,34 +79,34 @@ For more information on retired legal tools, see [Retired Legal Tools - Creative - + -### Countries with highest usage of current tools +### Countries with highest usage of latest tools -![Plots showing countries with the highest useage of the current Creative Commons (CC) legal tools.](3-report/gcs_countries_highest_usage_current_tools.png) +![Plots showing countries with the highest useage of the latest Creative Commons (CC) legal tools.](3-report/gcs_countries_highest_usage_latest_tools.png) -Plots showing countries with the highest useage of the current Creative Commons (CC) legal tools. +Plots showing countries with the highest useage of the latest Creative Commons (CC) legal tools. -The current tools include Licenses version 4.0 (CC BY 4.0, CC BY-NC 4.0, CC BY-NC-ND 4.0, CC BY-NC-SA 4.0, CC-BY-ND 4.0, CC BY-SA 4.0), CC0 1.0, and the Public Domain Mark (PDM 1.0). +The latest tools include Licenses version 4.0 (CC BY 4.0, CC BY-NC 4.0, CC BY-NC-ND 4.0, CC BY-NC-SA 4.0, CC-BY-ND 4.0, CC BY-SA 4.0), CC0 1.0, and the Public Domain Mark (PDM 1.0). -The complete data set indicates there are a total of 2,220,330,077 online works using a current CC legal tool. +The complete data set indicates there are a total of 2,220,330,077 online works using a latest CC legal tool. - + - + -### Languages with highest usage of current tools +### Languages with highest usage of latest tools -![Plots showing languages with the highest useage of the current Creative Commons (CC) legal tools.](3-report/gcs_languages_highest_usage_current_tools.png) +![Plots showing languages with the highest useage of the latest Creative Commons (CC) legal tools.](3-report/gcs_languages_highest_usage_latest_tools.png) -Plots showing languages with the highest useage of the current Creative Commons (CC) legal tools. +Plots showing languages with the highest useage of the latest Creative Commons (CC) legal tools. -The current tools include Licenses version 4.0 (CC BY 4.0, CC BY-NC 4.0, CC BY-NC-ND 4.0, CC BY-NC-SA 4.0, CC-BY-ND 4.0, CC BY-SA 4.0), CC0 1.0, and the Public Domain Mark (PDM 1.0). +The latest tools include Licenses version 4.0 (CC BY 4.0, CC BY-NC 4.0, CC BY-NC-ND 4.0, CC BY-NC-SA 4.0, CC-BY-ND 4.0, CC BY-SA 4.0), CC0 1.0, and the Public Domain Mark (PDM 1.0). -The complete data set indicates there are a total of 970,145,024 online works using a current CC legal tool. +The complete data set indicates there are a total of 970,145,024 online works using a latest CC legal tool. - + @@ -156,10 +156,10 @@ The data used to generate this report is available in that repository at the fol ### Usage -The Creative Commons (CC) icons, images, and logos are for use under the Creative Commons Trademark Policy (see [Policies - Creative Commons][ccpolicies]). **They *aren't* licensed under a Creative Commons license** (also see [Could I use a CC license to share my logo or trademark? - Frequently Asked Questions - Creative Commons][tmfaq]). +The Creative Commons (CC) icons and logos are for use under the Creative Commons Trademark Policy (see [Policies - Creative Commons][ccpolicies]). **They *aren't* licensed under a Creative Commons license** (also see [Could I use a CC license to share my logo or trademark? - Frequently Asked Questions - Creative Commons][tmfaq]). [![CC0 1.0 Universal (CC0 1.0) Public Domain Dedicationbutton][cc-zero-png]][cc-zero] -Otherwise, this report is dedicated to the public domain under the [CC0 1.0 Universal (CC0 1.0) Public Domain Dedication][cc-zero]. +Otherwise, this report (including the plot images) is dedicated to the public domain under the [CC0 1.0 Universal (CC0 1.0) Public Domain Dedication][cc-zero]. [ccpolicies]: https://creativecommons.org/policies [tmfaq]: https://creativecommons.org/faq/#could-i-use-a-cc-license-to-share-my-logo-or-trademark diff --git a/scripts/2-process/gcs_process.py b/scripts/2-process/gcs_process.py index 8dcb9cf..c5d354b 100755 --- a/scripts/2-process/gcs_process.py +++ b/scripts/2-process/gcs_process.py @@ -114,12 +114,12 @@ def process_product_totals(args, count_data): data_to_csv(args, data, file_path) -def process_current_old_retired_totals(args, count_data): +def process_latest_prior_retired_totals(args, count_data): """ - Process count data: totals by unit in three categories: current, old, + Process count data: totals by unit in three categories: latest, prior, and retired """ - LOGGER.info(process_current_old_retired_totals.__doc__.strip()) + LOGGER.info(process_latest_prior_retired_totals.__doc__.strip()) # https://creativecommons.org/retiredlicenses/ retired = [ # DevNations, @@ -143,8 +143,8 @@ def process_current_old_retired_totals(args, count_data): # ShareAlike "CC SA ", ] - data = {"current": {}, "old": {}, "retired": {}} - status = {"Current": 0, "Old": 0, "Retired": 0} + data = {"latest": {}, "prior": {}, "retired": {}} + status = {"Latest": 0, "Prior": 0, "Retired": 0} for row in count_data.itertuples(index=False): tool = row[0] count = row[1] @@ -156,26 +156,26 @@ def process_current_old_retired_totals(args, count_data): tool_begin = tool[:separator] if not tool_begin: tool_begin = tool - # Current + # Latest if ( ("BY" in tool and "4.0" in tool) or tool.startswith("CC0") or tool.startswith("PDM") ): try: - data["current"][tool] += count + data["latest"][tool] += count except KeyError: - data["current"][tool] = count - status["Current"] += count - # Old + data["latest"][tool] = count + status["Latest"] += count + # Prior elif "BY" in tool and tool_begin not in retired: if "ND-NC" in tool_begin: tool_begin = tool_begin.replace("ND-NC", "NC-ND") try: - data["old"][tool_begin.strip()] += count + data["prior"][tool_begin.strip()] += count except KeyError: - data["old"][tool_begin.strip()] = count - status["Old"] += count + data["prior"][tool_begin.strip()] = count + status["Prior"] += count # Retired else: try: @@ -313,7 +313,7 @@ def main(): file1_count = shared.path_join(PATHS["data_1-fetch"], "gcs_1_count.csv") count_data = pd.read_csv(file1_count, usecols=["TOOL_IDENTIFIER", "COUNT"]) process_product_totals(args, count_data) - process_current_old_retired_totals(args, count_data) + process_latest_prior_retired_totals(args, count_data) process_totals_by_free_cultural(args, count_data) process_totals_by_restrictions(args, count_data) diff --git a/scripts/3-report/gcs_report.py b/scripts/3-report/gcs_report.py index d2255a4..2929dee 100755 --- a/scripts/3-report/gcs_report.py +++ b/scripts/3-report/gcs_report.py @@ -188,21 +188,21 @@ def plot_tool_status(args): ) -def plot_current_tools(args): +def plot_latest_tools(args): """ - Create plots for current CC legal tool totals and percentages + Create plots for latest CC legal tool totals and percentages """ - LOGGER.info(plot_current_tools.__doc__.strip()) + LOGGER.info(plot_latest_tools.__doc__.strip()) file_path = shared.path_join( PATHS["data_2-process"], - "gcs_status_current_totals.csv", + "gcs_status_latest_totals.csv", ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") name_label = "CC legal tool" data = pd.read_csv(file_path, index_col=name_label) data.sort_values(name_label, ascending=False, inplace=True) - title = "Current CC legal tools" + title = "Latest CC legal tools" plt = plot.combined_plot( args=args, data=data, @@ -212,7 +212,7 @@ def plot_current_tools(args): ) image_path = shared.path_join( - PATHS["data_phase"], "gcs_status_current_tools.png" + PATHS["data_phase"], "gcs_status_latest_tools.png" ) LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") @@ -226,25 +226,25 @@ def plot_current_tools(args): SECTION, title, image_path, - "Plots showing current Creative Commons (CC) legal tool totals and" + "Plots showing latest Creative Commons (CC) legal tool totals and" " percentages.", ) -def plot_old_tools(args): +def plot_prior_tools(args): """ - Create plots for old CC legal tool totals and percentages + Create plots for prior CC legal tool totals and percentages """ - LOGGER.info(plot_old_tools.__doc__.strip()) + LOGGER.info(plot_prior_tools.__doc__.strip()) file_path = shared.path_join( - PATHS["data_2-process"], "gcs_status_old_totals.csv" + PATHS["data_2-process"], "gcs_status_prior_totals.csv" ) LOGGER.info(f"data file: {file_path.replace(PATHS['repo'], '.')}") name_label = "CC legal tool" data = pd.read_csv(file_path, index_col=name_label) data.sort_values(name_label, ascending=False, inplace=True) - title = "Old CC legal tools" + title = "Prior CC legal tools" plt = plot.combined_plot( args=args, data=data, @@ -254,7 +254,7 @@ def plot_old_tools(args): ) image_path = shared.path_join( - PATHS["data_phase"], "gcs_status_old_tools.png" + PATHS["data_phase"], "gcs_status_prior_tools.png" ) LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") @@ -268,7 +268,7 @@ def plot_old_tools(args): SECTION, title, image_path, - "Plots showing old Creative Commons (CC) legal tool totals and" + "Plots showing prior Creative Commons (CC) legal tool totals and" " percentages.", "The unit names have been normalized (~~`CC BY-ND-NC`~~ =>" " `CC BY-NC-ND`).", @@ -323,7 +323,7 @@ def plot_retired_tools(args): def plot_countries_highest_usage(args): """ - Create plots for the countries with highest usage of current tools + Create plots for the countries with highest usage of latest tools """ LOGGER.info(plot_countries_highest_usage.__doc__.strip()) file_path = shared.path_join( @@ -338,7 +338,7 @@ def plot_countries_highest_usage(args): data = data[:10] # limit to highest 10 data = data[::-1] # reverse order - title = "Countries with highest usage of current tools" + title = "Countries with highest usage of latest tools" plt = plot.combined_plot( args=args, data=data, @@ -349,7 +349,7 @@ def plot_countries_highest_usage(args): ) image_path = shared.path_join( - PATHS["data_phase"], "gcs_countries_highest_usage_current_tools.png" + PATHS["data_phase"], "gcs_countries_highest_usage_latest_tools.png" ) LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") @@ -363,20 +363,20 @@ def plot_countries_highest_usage(args): SECTION, title, image_path, - "Plots showing countries with the highest useage of the current" + "Plots showing countries with the highest useage of the latest" " Creative Commons (CC) legal tools.", - "The current tools include Licenses version 4.0 (CC BY 4.0, CC BY-NC" + "The latest tools include Licenses version 4.0 (CC BY 4.0, CC BY-NC" " 4.0, CC BY-NC-ND 4.0, CC BY-NC-SA 4.0, CC-BY-ND 4.0, CC BY-SA 4.0)," " CC0 1.0, and the Public Domain Mark (PDM 1.0).\n" "\n" f"The complete data set indicates there are a total of {total_count}" - " online works using a current CC legal tool.", + " online works using a latest CC legal tool.", ) def plot_languages_highest_usage(args): """ - Create plots for the languages with highest usage of current tools + Create plots for the languages with highest usage of latest tools """ LOGGER.info(plot_languages_highest_usage.__doc__.strip()) file_path = shared.path_join( @@ -391,7 +391,7 @@ def plot_languages_highest_usage(args): data = data[:10] # limit to highest 10 data = data[::-1] # reverse order - title = "Languages with highest usage of current tools" + title = "Languages with highest usage of latest tools" plt = plot.combined_plot( args=args, data=data, @@ -402,7 +402,7 @@ def plot_languages_highest_usage(args): ) image_path = shared.path_join( - PATHS["data_phase"], "gcs_languages_highest_usage_current_tools.png" + PATHS["data_phase"], "gcs_languages_highest_usage_latest_tools.png" ) LOGGER.info(f"image file: {image_path.replace(PATHS['repo'], '.')}") @@ -416,20 +416,20 @@ def plot_languages_highest_usage(args): SECTION, title, image_path, - "Plots showing languages with the highest useage of the current" + "Plots showing languages with the highest useage of the latest" " Creative Commons (CC) legal tools.", - "The current tools include Licenses version 4.0 (CC BY 4.0, CC BY-NC" + "The latest tools include Licenses version 4.0 (CC BY 4.0, CC BY-NC" " 4.0, CC BY-NC-ND 4.0, CC BY-NC-SA 4.0, CC-BY-ND 4.0, CC BY-SA 4.0)," " CC0 1.0, and the Public Domain Mark (PDM 1.0).\n" "\n" f"The complete data set indicates there are a total of {total_count}" - " online works using a current CC legal tool.", + " online works using a latest CC legal tool.", ) def plot_free_culture(args): """ - Create plots for the languages with highest usage of current tools + Create plots for the languages with highest usage of latest tools """ LOGGER.info(plot_free_culture.__doc__.strip()) file_path = shared.path_join( @@ -478,8 +478,8 @@ def main(): gcs_intro(args) plot_products(args) plot_tool_status(args) - plot_current_tools(args) - plot_old_tools(args) + plot_latest_tools(args) + plot_prior_tools(args) plot_retired_tools(args) plot_countries_highest_usage(args) plot_languages_highest_usage(args) diff --git a/scripts/3-report/notes.py b/scripts/3-report/notes.py index e633998..5d9d91c 100755 --- a/scripts/3-report/notes.py +++ b/scripts/3-report/notes.py @@ -104,8 +104,8 @@ def usage(args): "Usage", None, None, - "The Creative Commons (CC) icons, images, and logos are for use under" - " the Creative Commons Trademark Policy (see [Policies - Creative" + "The Creative Commons (CC) icons and logos are for use under the" + " Creative Commons Trademark Policy (see [Policies - Creative" " Commons][ccpolicies]). **They *aren't* licensed under a Creative" " Commons license** (also see [Could I use a CC license to share my" " logo or trademark? - Frequently Asked Questions - Creative" @@ -113,8 +113,9 @@ def usage(args): "\n" "[![CC0 1.0 Universal (CC0 1.0) Public Domain Dedication" "button][cc-zero-png]][cc-zero]\n" - "Otherwise, this report is dedicated to the public domain under the" - " [CC0 1.0 Universal (CC0 1.0) Public Domain Dedication][cc-zero].\n" + "Otherwise, this report (including the plot images) is dedicated to" + " the public domain under the [CC0 1.0 Universal (CC0 1.0) Public" + " Domain Dedication][cc-zero].\n" "\n" "[ccpolicies]: https://creativecommons.org/policies\n" "[tmfaq]: https://creativecommons.org/faq/" From dbf9ef1c73fe8e012c4b010c3e0ec62328ba6e51 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Thu, 9 Jan 2025 08:09:35 -0800 Subject: [PATCH 31/32] provide more context for Approved for Free Cultural Works --- data/2024Q4/README.md | 4 +++- scripts/3-report/gcs_report.py | 12 +++++++++--- 2 files changed, 12 insertions(+), 4 deletions(-) diff --git a/data/2024Q4/README.md b/data/2024Q4/README.md index d1754a5..9572982 100644 --- a/data/2024Q4/README.md +++ b/data/2024Q4/README.md @@ -117,7 +117,9 @@ The complete data set indicates there are a total of 970,145,024 online works us Plots showing Approved for Free Cultural Works legal tool usage. -For more information on retired legal tools, see [Understanding Free Cultural Works - Creative Commons](https://creativecommons.org/public-domain/freeworks/). +[Understanding Free Cultural Works - Creative Commons](https://creativecommons.org/public-domain/freeworks/): + +> Using [the Freedom Defined definition of a "Free Cultural Work"], material licensed under CC BY or BY-SA is a free cultural work. (So is anything in the worldwide public domain marked with CC0 or the Public Domain Mark.) CC’s other licenses– BY-NC, BY-ND, BY-NC-SA, and BY-NC-ND–only allow more limited uses, and material under these licenses is not considered a free cultural work. diff --git a/scripts/3-report/gcs_report.py b/scripts/3-report/gcs_report.py index 2929dee..105313f 100755 --- a/scripts/3-report/gcs_report.py +++ b/scripts/3-report/gcs_report.py @@ -464,9 +464,15 @@ def plot_free_culture(args): title, image_path, "Plots showing Approved for Free Cultural Works legal tool usage.", - "For more information on retired legal tools, see [Understanding Free" - " Cultural Works - Creative" - " Commons](https://creativecommons.org/public-domain/freeworks/).", + "[Understanding Free Cultural Works - Creative" + " Commons](https://creativecommons.org/public-domain/freeworks/):\n" + "\n" + '> Using [the Freedom Defined definition of a "Free Cultural Work"],' + " material licensed under CC BY or BY-SA is a free cultural work. (So" + " is anything in the worldwide public domain marked with CC0 or the" + " Public Domain Mark.) CC’s other licenses– BY-NC, BY-ND, BY-NC-SA," + " and BY-NC-ND–only allow more limited uses, and material under these" + " licenses is not considered a free cultural work.", ) From f8b3ccaceaac6ee141374d4c1c9b65f1c4bbc475 Mon Sep 17 00:00:00 2001 From: Timid Robot Zehta Date: Thu, 9 Jan 2025 08:35:13 -0800 Subject: [PATCH 32/32] fix data paths --- data/2024Q4/README.md | 6 +++--- scripts/3-report/notes.py | 6 +++--- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/data/2024Q4/README.md b/data/2024Q4/README.md index 9572982..b2f4c1d 100644 --- a/data/2024Q4/README.md +++ b/data/2024Q4/README.md @@ -144,9 +144,9 @@ The data used to generate this report is available in that repository at the fol | Resource | Location | | --------------- | -------- | - | Fetched data: | [`../1-fetch/`](../1-fetch) | - | Processed data: | [`../2-process/`](../2-process) | - | Report data: | [`../2-report/`](../2-report) | + | Fetched data: | [`1-fetch/`](1-fetch) | + | Processed data: | [`2-process/`](2-process) | + | Report data: | [`3-report/`](3-report) | [repo]: https://github.com/creativecommons/quantifying diff --git a/scripts/3-report/notes.py b/scripts/3-report/notes.py index 5d9d91c..ccefd05 100755 --- a/scripts/3-report/notes.py +++ b/scripts/3-report/notes.py @@ -86,9 +86,9 @@ def data_locations(args): "\n" " | Resource | Location |\n" " | --------------- | -------- |\n" - " | Fetched data: | [`../1-fetch/`](../1-fetch) |\n" - " | Processed data: | [`../2-process/`](../2-process) |\n" - " | Report data: | [`../2-report/`](../2-report) |\n" + " | Fetched data: | [`1-fetch/`](1-fetch) |\n" + " | Processed data: | [`2-process/`](2-process) |\n" + " | Report data: | [`3-report/`](3-report) |\n" "\n" "[repo]: https://github.com/creativecommons/quantifying\n", )

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