Molo, Habr.
Eli nqaku kukuqhubekeka okunengqiqo kokulinganisa
Ukongeza kwizibalo zangempela, ukulinganisa okuhlaziyiweyo kwamanqaku kuya kunikwa, kunye nekhowudi ethile yomthombo kwabo banomdla kwindlela esebenza ngayo.
Kwabo banomdla kwinto eyenzekayo, ukuqhubeka kuphantsi kokusikwa. Abo banomdla kuhlalutyo olunzulu lwamacandelo esayithi banokujonga kwakhona
Idatha yemvelaphi
Olu luhlu alukho semthethweni, kwaye andinalo naluphi na ulwazi lwangaphakathi. Njengoko unokubona ngokulula ngokujonga kwibar yedilesi yesikhangeli sakho, onke amanqaku akuHabré anenombolo eqhubekayo. Emva koko ngumbandela wobuchule, sifunda ngokulula onke amanqaku ngokulandelelana kumjikelo (kwintambo enye kunye nekhefu, ukuze ungalayishi umncedisi). Amaxabiso ngokwawo afunyenwe ngumcazululi olula kwiPython (imithombo iyafumaneka
2019-08-11T22:36Z,https://habr.com/ru/post/463197/,"Blazor + MVVM = Silverlight наносит ответный удар, потому что древнее зло непобедимо",votes:11,votesplus:17,votesmin:6,bookmarks:40,views:5300,comments:73
2019-08-11T05:26Z,https://habr.com/ru/news/t/463199/,"В NASA испытали систему автономного управления одного микроспутника другим",votes:15,votesplus:15,votesmin:0,bookmarks:2,views:1700,comments:7
Ukuqhubekeka
Ukwahlulahlula siya kusebenzisa iPython, iPandas kunye neMatplotlib. Abo bangenamdla kwizibalo banokutsiba le nxalenye kwaye baye ngqo kumanqaku.
Okokuqala kufuneka ulayishe idatha kwimemori kwaye ukhethe idatha yonyaka oyifunayo.
import pandas as pd
import datetime
import matplotlib.dates as mdates
from matplotlib.ticker import FormatStrFormatter
from pandas.plotting import register_matplotlib_converters
df = pd.read_csv("habr.csv", sep=',', encoding='utf-8', error_bad_lines=True, quotechar='"', comment='#')
dates = pd.to_datetime(df['datetime'], format='%Y-%m-%dT%H:%MZ')
df['datetime'] = dates
year = 2019
df = df[(df['datetime'] >= pd.Timestamp(datetime.date(year, 1, 1))) & (df['datetime'] < pd.Timestamp(datetime.date(year+1, 1, 1)))]
print(df.shape)
Kuyavela ukuba kulo nyaka (nangona ungekagqibi) ngexesha lokubhala, amanqaku ayi-12715 apapashiweyo. Ukuthelekisa, kuyo yonke i-2018 - 15904. Ngokubanzi, kuninzi - oku malunga namanqaku angama-43 ngosuku (kwaye oku kuphela ngokulinganisa okulungileyo; mangaphi amanqaku ewonke akhutshelweyo ahamba kakubi okanye acinyiwe, umntu unokuqikelela kuphela okanye uqikelelo oluqikelelwayo ukusuka kwizikhewu phakathi kweziphawuli).
Masikhethe iindawo eziyimfuneko kwiseti yedatha. Njengeemetrics siya kusebenzisa inani leembono, izimvo, amaxabiso okala kunye nenani leebhukhimakhi.
def to_float(s):
# "bookmarks:22" => 22.0
num = ''.join(i for i in s if i.isdigit())
return float(num)
def to_int(s):
# "bookmarks:22" => 22
num = ''.join(i for i in s if i.isdigit())
return int(num)
def to_date(dt):
return dt.date()
date = dates.map(to_date, na_action=None)
views = df["views"].map(to_int, na_action=None)
bookmarks = df["bookmarks"].map(to_int, na_action=None)
votes = df["votes"].map(to_float, na_action=None)
votes_up = df["up"].map(to_float, na_action=None)
votes_down = df["down"].map(to_float, na_action=None)
comments = df["comments"].map(to_int, na_action=None)
df['date'] = date
df['views'] = views
df['votes'] = votes
df['bookmarks'] = bookmarks
df['up'] = votes_up
df['down'] = votes_down
Ngoku idatha yongezwe kwi-dataset kwaye sinokuyisebenzisa. Masiqokelele idatha ngemini kwaye sithathe amaxabiso aphakathi.
g = df.groupby(['date'])
days_count = g.size().reset_index(name='counts')
year_days = days_count['date'].values
grouped = g.median().reset_index()
grouped['counts'] = days_count['counts']
counts_per_day = grouped['counts'].values
counts_per_day_avg = grouped['counts'].rolling(window=20).mean()
view_per_day = grouped['views'].values
view_per_day_avg = grouped['views'].rolling(window=20).mean()
votes_per_day = grouped['votes'].values
votes_per_day_avg = grouped['votes'].rolling(window=20).mean()
bookmarks_per_day = grouped['bookmarks'].values
bookmarks_per_day_avg = grouped['bookmarks'].rolling(window=20).mean()
Ngoku inxalenye enomdla kukuba sinokujonga iigrafu.
Makhe sijonge inani lopapasho kwiHabré ngo-2019.
import matplotlib.pyplot as plt
plt.rcParams["figure.figsize"] = (16, 8)
fig, ax = plt.subplots()
plt.bar(year_days, counts_per_day, label='Articles/day')
plt.plot(year_days, counts_per_day_avg, 'g-', label='Articles avg/day')
plt.xticks(rotation=45)
ax.xaxis.set_major_formatter(mdates.DateFormatter("%d-%m-%Y"))
ax.xaxis.set_major_locator(mdates.MonthLocator(interval=1))
plt.legend(loc='best')
plt.tight_layout()
plt.show()
Isiphumo sinomdla. Njengoko ubona, uHabr ebeyi "sausage" encinci unyaka wonke. Andisazi isizathu.
Ukuthelekisa, i-2018 ibonakala ilula kancinci:
Ngokubanzi, andibonanga kuncipha kakhulu kwinani lamanqaku apapashiweyo ngo-2019 kwigrafu. Ngaphezu koko, ngokuchaseneyo, kubonakala kwanda kwanda kancinci ukususela ehlobo.
Kodwa iigrafu ezimbini ezilandelayo ziyandidandathekisa ngakumbi.
I-avareji yenani leembono ngenqaku ngalinye:
Ukalisho oluyi-avareji ngenqaku ngalinye:
Njengoko ubona, inani eliphakathi leembono liyancipha kancinci unyaka wonke. Oku kunokuchazwa yinyaniso yokuba amanqaku amatsha akakakhonjiswa kwiinjini zokukhangela, kwaye azifumaneki rhoqo. Kodwa ukuhla kwe-avareji yokulinganisa kwinqaku ngalinye akuqondakali ngakumbi. Imvakalelo yeyokuba abafundi abanalo ixesha lokujonga amanqaku amaninzi okanye abahoyi kumanqaku. Ngokwembono yenkqubo yokuvuza umbhali, lo mkhwa awukho mnandi kakhulu.
Ngendlela, oku akuzange kwenzeke ngo-2018, kwaye ishedyuli ingaphezulu okanye ingaphantsi.
Ngokubanzi, abanini bemithombo banento yokucinga ngayo.
Kodwa masithethe ngezinto ezibuhlungu. Ngokubanzi, sinokuthi uHabr "wasinda" ehlotyeni utshintsho ngempumelelo, kwaye inani lamanqaku kwisiza alizange linciphe.
Inqanaba
Ngoku, eneneni, ukukala. Ndivuyisana nabo bathe bangena kuyo. Makhe ndikukhumbuze kwakhona ukuba ukulinganisa akukho mthethweni, mhlawumbi kukho into endiyiphosileyo, kwaye ukuba inqaku elithile lifanele libe lapha, kodwa akunjalo, bhala, ndiya kuyongeza ngesandla. Njengomlinganiselo, ndisebenzisa iimetriki ezibaliweyo, endicinga ukuba zinomdla kakhulu.
Amanqaku aphezulu ngenani leembono
Ubuxoki be-LED bomlinganiselo ongazange ubonwe ngaphambili 241000 iimbono, 569 izimvo, rating +364.0/-1.0'Inqaku lomsebenzi elivuthelweyo': Izazinzulu ziqhubekisele phambili iiyure ezili-109 zokwabelana ngesondo ngomlomo ukuphuhlisa i-AI efunxa uDick 236000 iimbono, 361 izimvo, rating +240.0/-68.0Yintoni etshaye umyili: imipu engaqhelekanga 235000 izimvo, 123 izimvo, rating +119.0/-9.0Indlela endingazange ndisebenze ngayo eSberbank unyaka 233000 iimbono, 580 izimvo, rating +449.0/-14.0Izazinzulu zifumene eyona vertebrate indala ephilayo emhlabeni 221000 iimbono, 211 izimvo, rating +82.0/-14.0Iibhalbhu ezihlakaniphile ezilahliweyo zingumthombo oxabisekileyo wolwazi lomntu 219000 iimbono, 147 izimvo, rating +73.0/-11.0Kumkani wophuhliso 178000 iimbono, 668 izimvo, rating +315.0/-60.0Ubuqhophololo kunye neesignesha zedijithali - yonke into imbi kakhulu 175000 iimbono, 778 izimvo, rating +356.0/-0.0Uchungechunge lweTV 'eChernobyl': jonga kwaye ucinge 172000 izimvo, 803 izimvo, rating +164.0/-25.0Eyona UI yolawulo lwevolyum imbi kakhulu 166000 iimbono, 176 izimvo, rating +292.0/-30.0Umdwelisi wenkqubo onyanisekileyo uqalise kwakhona 165000 izimvo, 283 izimvo, rating +410.0/-40.0Ndiyonakalisa impilo yabaphuhlisi ngokuphononongwa kwekhowudi yam kwaye ndiyaxolisa 164000 iimbono, 12 izimvo, rating +33.0/-3.0Indlela iMegafon etshise ngayo kubhaliso lweselfowuni 162000 iimbono, 676 izimvo, rating +624.0/-2.0Uqhushululu ePikabu. Abasebenzisi bathontelana kwiReddit ngobuninzi 160000 izimvo, 484 izimvo, rating +215.0/-41.0Iibhetri ze-AAA ezitshiphu kwaye ziyabiza 159000 izimvo, 382 izimvo, rating +363.0/-6.0Uthathe umhlala phantsi kwi-22 156000 izimvo, 922 izimvo, rating +259.0/-100.0Umntu ngaphandle kwe-smartphone 152000 iimbono, 736 izimvo, rating +173.0/-25.0Ngaba uyafuna ii-LED zanaphakade? Vula iintsimbi zokubethela kunye neefayile. Okanye izibane ze-DIY zasekhaya 149000 izimvo, 262 izimvo, rating +94.0/-6.0Yintoni ongafanele uyenze ukuba ifowuni yakho ibiwe 144000 iimbono, 638 izimvo, rating +259.0/-27.0Nge-1 kaFebruwari 2019, indawo yakho inokuyeka ukusebenza. 143000 izimvo, 162 izimvo, rating +89.0/-8.0
Amanqaku aphezulu ngomlinganiselo wokujonga umlinganiselo
Ukukhulula i-Screws, iSigaba sesi-2: Umhla wokugqibela weVoti kunye nolunye utshintsho 14000 iimbono, ireyithingi +238.0/-3.0'Iinkalo' ze-Euclid kwi-TeX 10800 iimbono, ireyithingi +136.0/-0.0Umvuzo womsebenzisi kubabhali beHabr 26400 iimbono, ireyithingi +320.0/-0.0Ii-typos zokunika ingxelo kupapasho 18900 iimbono, ireyithingi +179.0/-2.0Molo Lizwe! Okanye uHabr ngesiNgesi, v1.0 21000 iimbono, ireyithingi +178.0/-2.0Ubomi kumasuntswana 34000 iimbono, ireyithingi +267.0/-2.0Impucuko yaseSprings, 5/5 25800 iimbono, ireyithingi +201.0/-1.0Ukudlala iTetris kwiscreen se-electromechanical 16300 iimbono, ireyithingi +124.0/-0.0Yenza kwakhona iifonti kwiscreen seCRT 13400 iimbono, ireyithingi +101.0/-0.0Imodeli yezibalo yomdlalo weDobble 14600 iimbono, ireyithingi +110.0/-0.0Umyalezo obalulekileyo malunga nezimemo kwiprofayile 18300 iimbono, ireyithingi +137.0/-8.0Sikhulula amandongomane kwimithetho kaHabr 48300 iimbono, ireyithingi +338.0/-13.0Umlingo wesitrato wokuthelekisa ikhowudi. Ukutyhila iimfihlelo 21700 iimbono, ireyithingi +144.0/-0.0Uluhlu oluhlakaniphile lwamanani abhalwe ngamagama 20500 iimbono, ireyithingi +136.0/-1.0Iimodeli zeGenerics kunye nemetaprogramming: Hamba, Rust, Swift, D kunye nabanye 17000 iimbono, ireyithingi +110.0/-2.0Ukudala isiseko solwazi lwehlabathi kwiibhetri 22200 iimbono, ireyithingi +139.0/-0.0Indlela endibhale ngayo kwaye ndapapasha incwadi malunga neYunivesithi yaseMoscow State, okanye i-12 iimpazamo ezinzulu 21600 iimbono, ireyithingi +134.0/-0.0Malunga nekati, umfazi, oonyana ababini, ingcamango ... kunye nokunye. Ibali eliqhubekayo 43000 iimbono, ireyithingi +269.0/-8.0755 Megapixel Compute Video: Plenoptics Izolo, Namhlanje naNgomso 41500 iimbono, ireyithingi +244.0/-0.0Ukuxinana kweploti kwiivenkile 27500 iimbono, ireyithingi +160.0/-1.0
Amanqaku aphezulu ngamagqabantshintshi kumlinganiselo wokujonga
I-GitHub yaqala ukuvala iindawo zokugcina zabasebenzisi abavela eCrimea, Cuba, Iran, North Korea naseSyria 44500 iimbono, 1309 izimvo, rating +115.0/-6.0izifundo Ukrainian 60400 izimvo, 1672 izimvo, rating +285.0/-41.0Sikhulula amandongomane kwimithetho kaHabr 48300 iimbono, 1285 izimvo, rating +338.0/-13.0I-Rally ngokuchasene nokuba yedwa kwe-RuNet 50900 izimvo, 923 izimvo, rating +204.0/-32.0Indlela yokuya emsebenzini kumavili amabini 47100 iimbono, 781 izimvo, rating +113.0/-10.0Ukuntlitheka kwenqwelomoya eSheremetyevo: izifaniso zembali 82400 iimbono, 1211 izimvo, rating +147.0/-11.0Iinjineli zihlangula abantu abalahlekileyo ehlathini, kodwa ihlathi alikanikezeli 28900 izimvo, 423 izimvo, rating +132.0/-1.0I-Rally ngokuchasene nokuhlukaniswa kwe-Runet 63300 iimbono, 820 izimvo, rating +182.0/-20.0Lusebenza njani ukhuseleko lwabantwana kulwazi - kunye nebali elichulumancisayo malunga nokuba luqale phi na (18+) 65400 iimbono, 811 izimvo, rating +175.0/-2.0Molo Lizwe! Okanye uHabr ngesiNgesi, v1.0 21000 iimbono, 249 izimvo, rating +178.0/-2.0Indlela yokuthenga iitapile ngokuchanekileyo ukuba u-colorblind 51800 iimbono, 607 izimvo, rating +135.0/-3.0Kunjani ukuba ngumgcini wesoftware wasimahla? 22900 iimbono, 259 izimvo, rating +129.0/-3.0Ukukhulula i-Screws, iSigaba sesi-2: Umhla wokugqibela weVoti kunye nolunye utshintsho 14000 iimbono, 158 izimvo, rating +238.0/-3.0Imveliso ye-pilot ye-electronics ngexabiso elincinci 34200 izimvo, 382 izimvo, rating +165.0/-3.0Sinokuyixhobisa njani iMegafon? 39800 iimbono, 405 izimvo, rating +140.0/-6.0Iimfazwe zenyukliya zexesha elidluleyo? 83400 izimvo, 843 izimvo, rating +133.0/-5.0Molo Lizwe! Okanye ngolwimi lwesiNgesi uHabr, v1.0 60300 iimbono, 591 izimvo, rating +268.0/-7.0Isithuba njengenkumbulo engacacanga 43200 izimvo, 402 izimvo, rating +190.0/-7.0Umvuzo womsebenzisi kubabhali beHabr 26400 iimbono, 245 izimvo, rating +320.0/-0.0Imigaqo yentengiso yasimahla njengoko iqondwa yi-United States 56300 izimvo, 502 izimvo, rating +160.0/-44.0
Amanqaku aphezulu aphikisanayo
State kunye T-ababulali 752 izimvo, rating +83.0/-80.0, 15100 izimvoAba bantu banetyhefu: batyhefa iiprojekthi Izimvo eziyi-120, ukukala +67.0/-51.0, iimbono ze-50300Kutheni ufanele ufunde ukuya? Izimvo eziyi-70, ukukala +76.0/-57.0, iimbono ze-23100Ndifunde i-80 kwakhona kwaye ndinemibuzo. Izimvo eziyi-635, ukukala +135.0/-94.0, iimbono ze-90700Kutheni ukuba yiVegetarian ngenene ayinakwenzeka Izimvo eziyi-940, ukukala +76.0/-52.0, iimbono ze-51600Inkqubo esebenzayo: into yokudlala yobudenge ebulala imveliso. Icandelo loku-1 394 izimvo, rating +100.0/-68.0, 54000 izimvoSabhala eyona khowudi iluncedo ebomini bethu, kodwa yaphoswa kwinkunkuma. Kunye nathi Izimvo eziyi-259, ukukala +101.0/-63.0, iimbono ze-62900Isibongozo esiya kuApple Izimvo eziyi-96, ukukala +90.0/-52.0, iimbono ze-39300Kutheni iWindows ingalawuli ngo-2019, okanye i-CHADNT? 881 izimvo, ukala +123.0/-70.0, 75000 izimvoAndikho nyani Izimvo eziyi-246, ukukala +105.0/-59.0, iimbono ze-63900Iindlela ezintlanu ezoyikisayo kuphuhliso lwangoku 262 izimvo, rating +95.0/-52.0, 77400 izimvoNgokukhawuleza ulibale i-OOP, kungcono kuwe kunye neenkqubo zakho 1271 izimvo, ukala +131.0/-63.0, 128000 izimvoUnyaka emva kwevili lemoto yombane Izimvo eziyi-1098, ukukala +131.0/-58.0, iimbono ze-71800Ndiza kuyeka ukulahla izinto emgqomeni Izimvo eziyi-179, ukukala +147.0/-62.0, iimbono ze-34400Ndibambe xa unako Izimvo eziyi-215, ukukala +141.0/-58.0, iimbono ze-65400Uthathe umhlala phantsi kwi-22 922 izimvo, rating +259.0/-100.0, 156000 izimvoImpendulo yogqirha wengqondo kwinqaku elithi 'Ugula kwaye usempilweni' 272 izimvo, rating +154.0/-55.0, 43400 izimvoIilwimi ezintsha zokucwangcisa zibulala ngokuthe cwaka unxibelelwano lwethu nenyani 764 izimvo, rating +164.0/-52.0, 106000 izimvoUkusela utywala kwisigaba samva nje Izimvo eziyi-597, ukukala +208.0/-60.0, iimbono ze-123000'Inqaku lomsebenzi elivuthelweyo': Izazinzulu ziqhubekisele phambili iiyure ezili-109 zokwabelana ngesondo ngomlomo ukuphuhlisa i-AI efunxa uDick 361 izimvo, ukala +240.0/-68.0, 236000 izimvo
Amanqaku aphezulu ngokukala
Indlela iMegafon etshise ngayo kubhaliso lweselfowuni , 676 izimvo, rating +624.0/-2.0, 162000 izimvo'Umxholo weselula' usimahla, ngaphandle kweSMS okanye ubhaliso. Iinkcukacha zobuqhetseba obuvela kwiMegafon , 474 izimvo, rating +488.0/-8.0, 112000 izimvoInnovation in Russian , 612 izimvo, rating +480.0/-33.0, 127000 izimvoIndlela endingazange ndisebenze ngayo eSberbank unyaka , 580 izimvo, rating +449.0/-14.0, 233000 izimvoIndlela iProtonmail ivaliwe ngayo eRashiya , 398 izimvo, rating +418.0/-7.0, 102000 izimvoIminyaka eyi-10 kwi-IT kunye nokuxilongwa kwe-schizophrenia, iingcebiso zokusinda , 281 izimvo, ukala +403.0/-8.0, 122000 izimvoUmdwelisi wenkqubo onyanisekileyo uqalise kwakhona , 283 izimvo, rating +410.0/-40.0, 165000 izimvoXa u-'a' engalingani no-'a'. Emva kwe-hack , 64 izimvo, rating +374.0/-5.0, 74600 izimvoYenze ibe nkulu! Ukwandiswa kwesisombululo sanamhlanje , 214 izimvo, rating +366.0/-1.0, 104000 izimvoUbuxoki be-LED bomlinganiselo ongazange ubonwe ngaphambili , 569 izimvo, rating +364.0/-1.0, 241000 izimvoIibhetri ze-AAA ezitshiphu kwaye ziyabiza , 382 izimvo, rating +363.0/-6.0, 159000 izimvoUbuqhophololo kunye neesignesha zedijithali - yonke into imbi kakhulu , 778 izimvo, rating +356.0/-0.0, 175000 izimvoIJapan: ilizwe elinengqondo ephangaleleyo kangangokuba ngamanye amaxesha kungabikho ngqiqweni kuthi , 483 izimvo, rating +365.0/-12.0, 138000 izimvoSikhulula amandongomane kwimithetho kaHabr , 1285 izimvo, rating +338.0/-13.0, 48300 izimvoUmvuzo womsebenzisi kubabhali beHabr , 245 izimvo, rating +320.0/-0.0, 26400 izimvoNdibambe njani i hacker , 273 izimvo, rating +305.0/-6.0, 110000 izimvoIintsomi zefiziksi edumileyo yanamhlanje , 556 izimvo, rating +304.0/-6.0, 99600 izimvoNgoku abaphuhlisi abalungileyo balinganiswa ngeembono kunye nababhalisi - kwaye oku kubi , 486 izimvo, rating +324.0/-26.0, 74800 izimvoUkusinda kungquzulwano lwentloko kwaye kutheni i-amnesia ingeyiyo le nto uyicingayo , 165 izimvo, rating +297.0/-4.0, 61800 izimvoIskena sePort kwiakhawunti yakho yeRostelecom , 194 izimvo, rating +300.0/-8.0, 111000 izimvo
Amanqaku aphezulu ngenani leebhukhimakhi
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Phezulu ngomlinganiselo weebhukhimaksi kwiimboniselo
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Yhuu. Ndinokhetho oluninzi olunomdla, kodwa andizukubadika abafundi.
isiphelo
Xa ndisakha ukulinganisa, ndanikela ingqalelo kwiingongoma ezimbini ezibonakala zinomdla.
Okokuqala, i-60% ephezulu ngamanqaku ohlobo lwe-"geektimes". Ingaba kuya kuba mbalwa kubo kunyaka ozayo, kwaye uHabr uya kubonakala njani ngaphandle kwamanqaku malunga nobhiya, indawo, iyeza, njl., andazi. Ngokuqinisekileyo abafundi baya kulahlekelwa yinto. Masibone.
Okwesibini, iibhukhimakhi eziphezulu zajika zaba kumgangatho ophezulu ngokungalindelekanga. Oku kuyaqondakala ngokwasengqondweni; abafundi basenokunganikeli ngqalelo kwireyithingi, kodwa ukuba inqaku isidingo, emva koko iya kongezwa kwiibhukhimaksi zakho. Kwaye nantsi eyona ngqwalasela inkulu yamanqaku aluncedo nanzulu. Ndicinga ukuba abanini sayithi kufuneka ngandlela-thile bacinge ngoqhagamshelwano phakathi kwenani leebhukhimakhi kunye neprogram yemivuzo ukuba bafuna ukwandisa olu didi oluthile lwamanqaku apha kwi-Habré.
Into efana nale. Ndiyathemba ukuba ibinolwazi.
Uluhlu lwamanqaku luye lwaba lude, kulungile, mhlawumbi lungcono. Kumnandi ukufunda wonke umntu.
umthombo: www.habr.com