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import ssl |
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import warnings |
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import datasets |
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import subprocess |
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import pandas as pd |
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import urllib.request |
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from time import sleep |
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import streamlit as st |
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from datetime import date |
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import plotly.express as px |
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from urllib.error import HTTPError |
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|
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warnings.simplefilter("ignore", UserWarning) |
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warnings.simplefilter("ignore", FutureWarning) |
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pd.options.display.float_format = '{:.2f}'.format |
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ssl._create_default_https_context = ssl._create_unverified_context |
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|
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st.set_page_config(page_title="Wikipedia Corpora Report", page_icon="https://webspace.clarkson.edu/~alshahsf/images/wikipedia1.png") |
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|
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st.markdown(""" |
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<h1 style='text-align: center';>Wikipedia Corpora Meta Report</h1> |
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<h5 style='text-align: center';>A Metadata Report of How Wikipedia Editions Are Generated and Edited</h5> |
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""", unsafe_allow_html=True) |
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def fetch_wikis_codes(): |
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try: |
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urls = [r'https://en.wikipedia.org/wiki/Statistics_of_Wikipedias', |
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r'https://meta.wikimedia.org/wiki/List_of_Wikipedias'] |
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|
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for url in urls: |
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try: tables = pd.read_html(url) |
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except urllib.error.HTTPError: continue |
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|
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for i in range(len(tables)): |
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dataframe = tables[i] |
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columns = list(dataframe.columns.values) |
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|
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if(set(['Language', 'Wiki']).issubset(set(columns))): |
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wikis_codes = tables[i] |
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break |
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wikis_codes = wikis_codes[['Wiki', 'Language']] |
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wikis_codes = wikis_codes[wikis_codes["Language"].str.contains("(closed)") == False] |
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wikis_codes = wikis_codes.set_index('Wiki').to_dict()['Language'] |
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return wikis_codes |
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|
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except: |
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wikis_codes = {'en': 'English', 'ceb': 'Cebuano', 'de': 'German', 'sv': 'Swedish', 'fr': 'French', 'nl': 'Dutch', 'ru': 'Russian', |
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'es': 'Spanish', 'it': 'Italian', 'arz': 'Egyptian Arabic', 'pl': 'Polish', 'ja': 'Japanese', 'zh': 'Chinese', 'vi': |
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'Vietnamese', 'uk': 'Ukrainian', 'war': 'Waray', 'ar': 'Arabic', 'pt': 'Portuguese', 'fa': 'Persian', 'ca': 'Catalan', |
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'sr': 'Serbian', 'id': 'Indonesian', 'ko': 'Korean', 'no': 'Norwegian (Bokmål)', 'ce': 'Chechen', 'fi': 'Finnish', 'cs': |
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'Czech', 'tr': 'Turkish', 'hu': 'Hungarian', 'tt': 'Tatar', 'sh': 'Serbo-Croatian', 'ro': 'Romanian', 'zh-min-nan': |
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'Southern Min', 'eu': 'Basque', 'ms': 'Malay', 'eo': 'Esperanto', 'he': 'Hebrew', 'hy': 'Armenian', 'da': 'Danish', 'bg': |
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'Bulgarian', 'cy': 'Welsh', 'sk': 'Slovak', 'azb': 'South Azerbaijani', 'uz': 'Uzbek', 'et': 'Estonian', 'simple': |
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'Simple English', 'be': 'Belarusian', 'kk': 'Kazakh', 'min': 'Minangkabau', 'el': 'Greek', 'hr': 'Croatian', 'lt': 'Lithuanian', |
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'gl': 'Galician', 'az': 'Azerbaijani', 'ur': 'Urdu', 'sl': 'Slovene', 'lld': 'Ladin', 'ka': 'Georgian', 'nn': 'Norwegian (Nynorsk)', |
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'hi': 'Hindi', 'th': 'Thai', 'ta': 'Tamil', 'bn': 'Bengali', 'la': 'Latin', 'mk': 'Macedonian', 'zh-yue': 'Cantonese', 'ast': |
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'Asturian', 'lv': 'Latvian', 'af': 'Afrikaans', 'tg': 'Tajik', 'my': 'Burmese', 'mg': 'Malagasy', 'mr': 'Marathi', 'sq': 'Albanian', |
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'bs': 'Bosnian', 'oc': 'Occitan', 'te': 'Telugu', 'ml': 'Malayalam', 'nds': 'Low German', 'be-tarask': 'Belarusian (Taraškievica)', |
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'br': 'Breton', 'ky': 'Kyrgyz', 'sw': 'Swahili', 'jv': 'Javanese', 'lmo': 'Lombard', 'new': 'Newar', 'pnb': 'Western Punjabi', 'vec': |
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'Venetian', 'ht': 'Haitian Creole', 'pms': 'Piedmontese', 'ba': 'Bashkir', 'lb': 'Luxembourgish', 'su': 'Sundanese', 'ku': 'Kurdish (Kurmanji)', |
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'ga': 'Irish', 'szl': 'Silesian', 'is': 'Icelandic', 'fy': 'West Frisian', 'cv': 'Chuvash', 'ckb': 'Kurdish (Sorani)', 'pa': 'Punjabi', 'tl': |
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'Tagalog', 'an': 'Aragonese', 'wuu': 'Wu Chinese', 'diq': 'Zaza', 'io': 'Ido', 'sco': 'Scots', 'vo': 'Volapük', 'yo': 'Yoruba', 'ne': 'Nepali', |
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'ia': 'Interlingua', 'kn': 'Kannada', 'gu': 'Gujarati', 'als': 'Alemannic German', 'ha': 'Hausa', 'avk': 'Kotava', 'bar': 'Bavarian', 'crh': |
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'Crimean Tatar', 'scn': 'Sicilian', 'bpy': 'Bishnupriya Manipuri', 'qu': 'Quechua (Southern Quechua)', 'nv': 'Navajo', 'mn': 'Mongolian', 'xmf': |
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'Mingrelian', 'ban': 'Balinese', 'si': 'Sinhala', 'tum': 'Tumbuka', 'ps': 'Pashto', 'frr': 'North Frisian', 'os': 'Ossetian', 'mzn': 'Mazanderani', |
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'bat-smg': 'Samogitian', 'or': 'Odia', 'ig': 'Igbo', 'sah': 'Yakut', 'cdo': 'Eastern Min', 'gd': 'Scottish Gaelic', 'bug': 'Buginese', 'yi': 'Yiddish', |
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'sd': 'Sindhi', 'ilo': 'Ilocano', 'am': 'Amharic', 'nap': 'Neapolitan', 'li': 'Limburgish', 'bcl': 'Central Bikol', 'fo': 'Faroese', 'gor': 'Gorontalo', |
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'hsb': 'Upper Sorbian', 'map-bms': 'Banyumasan', 'mai': 'Maithili', 'shn': 'Shan', 'eml': 'Emilian-Romagnol', 'ace': 'Acehnese', 'zh-classical': |
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'Classical Chinese', 'sa': 'Sanskrit', 'as': 'Assamese', 'wa': 'Walloon', 'ie': 'Interlingue', 'hyw': 'Western Armenian', 'lij': 'Ligurian', 'mhr': |
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'Meadow Mari', 'zu': 'Zulu', 'sn': 'Shona', 'hif': 'Fiji Hindi', 'mrj': 'Hill Mari', 'bjn': 'Banjarese', 'mni': 'Meitei', 'km': 'Khmer', 'hak': |
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'Hakka Chinese', 'roa-tara': 'Tarantino', 'pam': 'Kapampangan', 'sat': 'Santali', 'rue': 'Rusyn', 'nso': 'Northern Sotho', 'bh': 'Bihari (Bhojpuri)', |
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'so': 'Somali', 'mi': 'Māori', 'se': 'Northern Sámi', 'myv': 'Erzya', 'vls': 'West Flemish', 'nds-nl': 'Dutch Low Saxon', 'dag': 'Dagbani', 'sc': |
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'Sardinian', 'ary': 'Moroccan Arabic', 'co': 'Corsican', 'kw': 'Cornish', 'bo': 'Lhasa Tibetan', 'vep': 'Veps', 'glk': 'Gilaki', 'tk': 'Turkmen', 'kab': |
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'Kabyle', 'gan': 'Gan Chinese', 'rw': 'Kinyarwanda', 'fiu-vro': 'Võro', 'ab': 'Abkhaz', 'gv': 'Manx', 'ug': 'Uyghur', 'nah': 'Nahuatl', 'zea': 'Zeelandic', |
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'skr': 'Saraiki', 'frp': 'Franco-Provençal', 'udm': 'Udmurt', 'pcd': 'Picard', 'mt': 'Maltese', 'kv': 'Komi', 'csb': 'Kashubian', 'gn': 'Guarani', 'smn': |
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'Inari Sámi', 'ay': 'Aymara', 'nrm': 'Norman', 'ks': 'Kashmiri', 'lez': 'Lezgian', 'lfn': 'Lingua Franca Nova', 'olo': 'Livvi-Karelian', 'mwl': 'Mirandese', |
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'stq': 'Saterland Frisian', 'lo': 'Lao', 'ang': 'Old English', 'mdf': 'Moksha', 'fur': 'Friulian', 'rm': 'Romansh', 'lad': 'Judaeo-Spanish', 'kaa': 'Karakalpak', |
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'gom': 'Konkani (Goan Konkani)', 'ext': 'Extremaduran', 'koi': 'Permyak', 'tyv': 'Tuvan', 'pap': 'Papiamento', 'av': 'Avar', 'dsb': 'Lower Sorbian', 'ln': |
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'Lingala', 'dty': 'Doteli', 'tw': 'Twi', 'cbk-zam': 'Chavacano (Zamboanga)', 'dv': 'Maldivian', 'ksh': 'Ripuarian', 'za': 'Zhuang (Standard Zhuang)', 'gag': |
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'Gagauz', 'bxr': 'Buryat (Russia Buriat)', 'pfl': 'Palatine German', 'lg': 'Luganda', 'szy': 'Sakizaya', 'pag': 'Pangasinan', 'blk': "Pa'O", 'pi': 'Pali', |
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'tay': 'Atayal', 'haw': 'Hawaiian', 'awa': 'Awadhi', 'inh': 'Ingush', 'krc': 'Karachay-Balkar', 'xal': 'Kalmyk Oirat', 'pdc': 'Pennsylvania Dutch', 'to': |
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'Tongan', 'atj': 'Atikamekw', 'tcy': 'Tulu', 'arc': 'Aramaic (Syriac)', 'mnw': 'Mon', 'jam': 'Jamaican Patois', 'shi': 'Shilha', 'kbp': 'Kabiye', 'wo': |
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'Wolof', 'anp': 'Angika', 'kbd': 'Kabardian', 'nia': 'Nias', 'nov': 'Novial', 'om': 'Oromo', 'ki': 'Kikuyu', 'nqo': "N'Ko", 'bi': 'Bislama', 'xh': 'Xhosa', |
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'tpi': 'Tok Pisin', 'tet': 'Tetum', 'ff': 'Fula', 'roa-rup': 'Aromanian', 'jbo': 'Lojban', 'fj': 'Fijian', 'kg': 'Kongo (Kituba)', 'lbe': 'Lak', 'ty': 'Tahitian', |
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'guw': 'Gun', 'cu': 'Old Church Slavonic', 'trv': 'Seediq', 'ami': 'Amis', 'srn': 'Sranan Tongo', 'sm': 'Samoan', 'mad': 'Madurese', 'alt': 'Southern Altai', |
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'ltg': 'Latgalian', 'gcr': 'French Guianese Creole', 'chr': 'Cherokee', 'tn': 'Tswana', 'ny': 'Chewa', 'st': 'Sotho', 'pih': 'Norfuk', 'rmy': 'Romani (Vlax Romani)', |
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'got': 'Gothic', 'ee': 'Ewe', 'pcm': 'Nigerian Pidgin', 'bm': 'Bambara', 'ss': 'Swazi', 'ts': 'Tsonga', 've': 'Venda', 'kcg': 'Tyap', 'chy': 'Cheyenne', 'rn': |
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'Kirundi', 'ch': 'Chamorro', 'gur': 'Frafra', 'ik': 'Iñupiaq', 'ady': 'Adyghe', 'pnt': 'Pontic Greek', 'guc': 'Wayuu', 'iu': 'Inuktitut', 'pwn': 'Paiwan', 'sg': |
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'Sango', 'din': 'Dinka', 'ti': 'Tigrinya', 'kl': 'Greenlandic', 'dz': 'Dzongkha', 'cr': 'Cree', 'ak': 'Akan'} |
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return wikis_codes |
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|
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|
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def run_daemon(args): |
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result = subprocess.run(args, capture_output=True, text=True) |
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try: result.check_returncode() |
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except subprocess.CalledProcessError as exception: raise exception |
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labels = [] |
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wiki_codes = fetch_wikis_codes() |
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for key, value in wiki_codes.items(): |
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labels.append(f"{value} ({key})") |
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selected_language = st.selectbox("Select or Search for a Wikipedia language:", labels, placeholder="Select or Search for a Wikipedia language") |
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@st.cache_data |
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def fetch_metadata_dataset(): |
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|
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dataset = datasets.load_dataset("SaiedAlshahrani/Wikipedia-Corpora-Report", split="train") |
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dataset = dataset.to_pandas() |
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return dataset |
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dataset = fetch_metadata_dataset() |
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metadata = dataset[dataset['Wiki'] == selected_language] |
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retrieval_date = metadata['Retrieval-Date'].iloc[0] |
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|
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now_date = date.today() |
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data_date = date(int(retrieval_date.split('-')[0]), int(retrieval_date.split('-')[1]), int(retrieval_date.split('-')[2])) |
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delta = now_date - data_date |
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pages_content_bots = metadata['Values'].iloc[0] |
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pages_content_humans = metadata['Values'].iloc[1] |
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pages_non_content_bots = metadata['Values'].iloc[2] |
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pages_non_content_humans = metadata['Values'].iloc[3] |
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|
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edits_content_bots = metadata['Values'].iloc[4] |
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edits_content_humans = metadata['Values'].iloc[5] |
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edits_non_content_bots = metadata['Values'].iloc[6] |
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edits_non_content_humans = metadata['Values'].iloc[7] |
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pages_content_pages = pages_content_bots+pages_content_humans |
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pages_non_content_pages = pages_non_content_bots+pages_non_content_humans |
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total_pages = pages_content_pages+pages_non_content_pages |
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edits_content_pages = edits_content_bots+edits_content_humans |
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edits_non_content_pages = edits_non_content_bots+edits_non_content_humans |
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total_edits = edits_content_pages + edits_non_content_pages |
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wiki_metadata = pd.DataFrame(metadata).reset_index(drop=True) |
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col1 , cc, col2 = st.columns([1.5, 1.75, 1], gap="small") |
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|
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with col1: |
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display_data_table = st.checkbox(f'Display metadata in a table.', value=False) |
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|
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with cc: |
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st.markdown(f"<p style='color:lightgray;font-family:'IBM Plex Sans',sans-serif;font-size:18px;'> ⓘ Latest Metadata Update: {retrieval_date}</p>", unsafe_allow_html=True) |
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|
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with col2: |
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download_button = st.download_button(label="Download Metadata", data=wiki_metadata.to_csv().encode('utf-8'), |
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file_name=f'{selected_language.split("(")[0].strip(" ")}-Metadata-{retrieval_date}.csv', mime='text/csv',) |
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|
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fig = px.sunburst(data_frame=wiki_metadata, |
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path=['Wiki','Metric', 'Sub-Metric', 'Editors'], |
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values='Values', |
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branchvalues="total", |
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color_discrete_sequence=['darkgray', 'black'], |
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template='xgridoff') |
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|
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fig.update_traces(textinfo='label+percent parent') |
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fig.update_traces(hovertemplate="Label=%{label}<br>Value=%{value}<br>Parent=%{parent}</br>") |
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fig.update_layout(margin=dict(t=0, l=0, r=0, b=0)) |
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|
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fig.add_layout_image(dict(x=.430, y=.615, sizex=0.23, sizey=0.23, opacity=0.22, layer="below", |
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source="https://upload.wikimedia.org/wikipedia/commons/6/63/Wikipedia-logo.png")) |
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st.plotly_chart(fig, theme=None, use_container_width=True, config={'displayModeBar': False}) |
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|
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if display_data_table: |
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table_st_style = """ |
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<style> |
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table { |
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border-collapse: collapse; |
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border: 1px solid black; |
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border-spacing: 0; |
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margin-left: 0; |
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margin-right: 0; |
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width: 100%;} |
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|
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page { |
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border-collapse: collapse;} |
|
|
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td, th, tr { |
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border: 1px solid black; |
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padding: 0;} |
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|
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.contentTableHeader { |
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background-color: lightgray; |
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color: black;} |
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</style> |
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""" |
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st.markdown(table_st_style, unsafe_allow_html=True) |
|
|
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st.markdown(f""" |
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<table border="1" width="100%" cellpadding="0" cellspacing="0"> |
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<thead class="contentTableHeader"> |
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<tr> |
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<td style="text-align:center"><b>Wikipedia</b></td> |
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<td style="text-align:center"><b>Totals</b></td> |
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<td style="text-align:center"><b>Pages</b></td> |
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<td style="text-align:center"><b>Editors</b></td> |
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</tr> |
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</thead> |
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<tbody style="margin: 0;padding: 0"> |
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<tr> |
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<td style="text-align:center"; rowspan=8>{selected_language}</td> |
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<td style="text-align:center"; rowspan=4>Pages ({total_pages:,})</td> |
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<td style="text-align:center"; rowspan=2>Articles ({pages_content_pages:,})</td> |
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<td style="text-align:center">Bots ({pages_content_bots:,})</td> |
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</tr> |
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<tr> |
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<td style="text-align:center">Humans ({pages_content_humans:,})</td> |
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</tr> |
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<tr> |
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<td style="text-align:center"; rowspan=2>Non-Articles ({pages_non_content_pages:,})</td> |
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<td style="text-align:center">Bots ({pages_non_content_bots:,})</td> |
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</tr> |
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<tr> |
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<td style="text-align:center">Humans ({pages_non_content_humans:,})</td> |
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</tr> |
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<tr> |
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<td style="text-align:center"; rowspan=4>Edits ({total_edits:,})</td> |
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<td style="text-align:center"; rowspan=2>Articles ({edits_content_pages:,})</td> |
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<td style="text-align:center">Bots ({edits_content_bots:,})</td> |
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</tr> |
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<tr> |
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<td style="text-align:center"; >Humans ({edits_content_humans:,})</td> |
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</tr> |
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<tr> |
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<td style="text-align:center"; rowspan=2>Non-Articles ({edits_non_content_pages:,})</td> |
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<td style="text-align:center">Bots ({edits_non_content_bots:,})</td> |
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</tr> |
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<tr> |
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<td style="text-align:center">Humans ({edits_non_content_humans:,})</td> |
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</tr> |
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</tbody> |
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</table> |
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""", unsafe_allow_html=True) |
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|
|
fonts_style = """ |
|
<style> |
|
@import url('https://fonts.googleapis.com/css2?family=IBM+Plex+Sans:wght@200&display=swap'); |
|
</style> |
|
""" |
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st.markdown(fonts_style, unsafe_allow_html=True) |
|
|
|
hide_st_style = """ |
|
<style> |
|
MainMenu {visibility: hidden;} |
|
header {visibility: hidden;} |
|
footer {visibility: hidden;} |
|
button[title="View fullscreen"]{visibility: hidden;} |
|
</style> |
|
""" |
|
st.markdown(hide_st_style, unsafe_allow_html=True) |
|
|
|
footer=""" |
|
<style> |
|
.footer { |
|
position: fixed; |
|
left: 0; |
|
bottom: 0; |
|
width: 100%; |
|
background-color: white; |
|
color: #737373; |
|
text-align: center;} |
|
|
|
.p1 { |
|
font-family: 'IBM Plex Sans', sans-serif; |
|
font-size: 12px} |
|
|
|
</style> |
|
|
|
<div class="footer"> <p class="p1">Copyright©2023 by Saied Alshahrani<br>Hosted with Hugging Face Spaces 🤗</p> </div> |
|
|
|
""" |
|
st.markdown(footer, unsafe_allow_html=True) |
|
|
|
st.markdown(""" |
|
<style> |
|
.block-container { |
|
padding-top: 0rem; |
|
padding-bottom: 0rem; |
|
padding-left: 0rem; |
|
padding-right: 0rem; |
|
} |
|
</style> |
|
""", unsafe_allow_html=True) |
|
|
|
st.markdown(""" |
|
<style> |
|
.br { |
|
display: block; |
|
margin: 0px 0; |
|
} |
|
</style> |
|
""", unsafe_allow_html=True) |
|
|
