Hlo Habr.
Kab lus no yog ib qho laj thawj txuas ntxiv ntawm qhov ntsuas
Ntxiv nrog rau qhov tseeb txheeb cais, qhov kev ntsuam xyuas tshiab ntawm cov khoom yuav raug muab, nrog rau qee qhov chaws rau cov neeg nyiam ua haujlwm li cas.
Rau cov neeg uas txaus siab rau qhov tshwm sim, qhov txuas ntxiv yog nyob rau hauv kev txiav. Cov neeg uas xav paub ntau ntxiv txog kev txheeb xyuas cov ntu ntawm lub xaib kuj tuaj yeem saib
Cov ntaub ntawv los ntawm cov ntaub ntawv
Qhov kev ntsuam xyuas no tsis raug cai, thiab kuv tsis muaj cov ntaub ntawv sab hauv. Raws li koj tuaj yeem pom tau yooj yim los ntawm kev saib ntawm qhov chaw nyob ntawm koj tus browser, tag nrho cov ntawv ntawm HabrΓ© muaj tus lej txuas ntxiv. Tom qab ntawd nws yog ib qho teeb meem ntawm cov txheej txheem, peb tsuas yog nyeem tag nrho cov ntawv hauv kab hauv ib lub voj voog (hauv ib lub xov thiab nrog ncua, thiaj li tsis mus thauj cov neeg rau zaub mov). Cov txiaj ntsig lawv tus kheej tau txais los ntawm ib qho yooj yim parser hauv Python (qhov chaw muaj
2019-08-11T22:36Z,https://habr.com/ru/post/463197/,"Blazor + MVVM = Silverlight Π½Π°Π½ΠΎΡΠΈΡ ΠΎΡΠ²Π΅ΡΠ½ΡΠΉ ΡΠ΄Π°Ρ, ΠΏΠΎΡΠΎΠΌΡ ΡΡΠΎ Π΄ΡΠ΅Π²Π½Π΅Π΅ Π·Π»ΠΎ Π½Π΅ΠΏΠΎΠ±Π΅Π΄ΠΈΠΌΠΎ",votes:11,votesplus:17,votesmin:6,bookmarks:40,views:5300,comments:73
2019-08-11T05:26Z,https://habr.com/ru/news/t/463199/,"Π NASA ΠΈΡΠΏΡΡΠ°Π»ΠΈ ΡΠΈΡΡΠ΅ΠΌΡ Π°Π²ΡΠΎΠ½ΠΎΠΌΠ½ΠΎΠ³ΠΎ ΡΠΏΡΠ°Π²Π»Π΅Π½ΠΈΡ ΠΎΠ΄Π½ΠΎΠ³ΠΎ ΠΌΠΈΠΊΡΠΎΡΠΏΡΡΠ½ΠΈΠΊΠ° Π΄ΡΡΠ³ΠΈΠΌ",votes:15,votesplus:15,votesmin:0,bookmarks:2,views:1700,comments:7
Ua
Rau kev txheeb xyuas peb yuav siv Python, Pandas thiab Matplotlib. Cov neeg uas tsis txaus siab rau kev txheeb cais tuaj yeem hla qhov no thiab mus ncaj qha rau cov ntawv.
Ua ntej koj yuav tsum thauj cov dataset rau hauv lub cim xeeb thiab xaiv cov ntaub ntawv rau xyoo xav tau.
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)
Nws hloov tawm tias xyoo no (txawm tias nws tseem tsis tau tiav) thaum lub sijhawm sau ntawv, 12715 tsab xov xwm tau luam tawm. Rau kev sib piv, rau tag nrho 2018 - 15904. Feem ntau, ntau - qhov no yog hais txog 43 tsab xov xwm ib hnub twg (thiab qhov no tsuas yog nrog qhov kev ntsuam xyuas zoo; pes tsawg cov ntawv tau rub tawm uas mus tsis zoo lossis raug tshem tawm, ib tus tuaj yeem kwv yees xwb. los yog kwv yees kwv yees los ntawm qhov khoob ntawm cov cim).
Cia peb xaiv qhov tsim nyog teb los ntawm cov ntaub ntawv. Raws li kev ntsuas peb yuav siv cov naj npawb ntawm cov kev pom, cov lus pom, qhov ntsuas qhov tseem ceeb thiab tus lej ntawm cov ntawv cim.
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
Tam sim no cov ntaub ntawv tau ntxiv rau hauv dataset thiab peb tuaj yeem siv nws. Cia peb muab cov ntaub ntawv los ntawm ib hnub thiab coj tus nqi nruab nrab.
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()
Tam sim no qhov nthuav yog qhov peb tuaj yeem saib cov duab.
Cia peb saib tus naj npawb ntawm cov ntawv tshaj tawm ntawm Habre hauv 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()
Qhov tshwm sim yog nthuav. Raws li koj tuaj yeem pom, Habr tau me ntsis "khoom qab zib" thoob plaws hauv lub xyoo. Kuv tsis paub yog vim li cas.
Rau kev sib piv, 2018 zoo li me ntsis smoother:
Feem ntau, kuv tsis pom muaj qhov txo qis ntawm cov ntawv luam tawm xyoo 2019 ntawm daim duab. Ntxiv mus, ntawm qhov tsis sib xws, nws zoo li tau nce me ntsis txij li lub caij ntuj sov.
Tab sis ob daim duab tom ntej no ua rau kuv nyuaj siab me ntsis ntxiv.
Qhov nruab nrab tus naj npawb ntawm kev pom ib kab lus:
Qhov ntsuas nruab nrab ntawm ib kab lus:
Raws li koj tuaj yeem pom, qhov nruab nrab ntawm cov kev pom tau txo qis me ntsis thoob plaws hauv lub xyoo. Qhov no tuaj yeem piav qhia los ntawm qhov tseeb tias cov ntawv tshiab tseem tsis tau raug ntsuas los ntawm kev tshawb fawb xyaw, thiab lawv tsis pom ntau zaus. Tab sis qhov poob qis hauv qhov ntsuas nruab nrab ntawm ib kab lus yog qhov tsis nkag siab ntau dua. Qhov kev xav yog tias cov neeg nyeem tsuas yog tsis muaj sijhawm los saib los ntawm ntau cov ntawv lossis tsis xyuam xim rau qhov kev ntaus nqi. Los ntawm qhov pom ntawm tus sau nqi zog qhov kev pab cuam, qhov sib txawv no tsis kaj siab heev.
Los ntawm txoj kev, qhov no tsis tshwm sim nyob rau hauv 2018, thiab lub sij hawm yog ntau los yog tsawg txawm.
Feem ntau, cov tswv peev txheej muaj qee yam xav txog.
Tab sis cia peb tsis txhob tham txog tej yam tu siab. Feem ntau, peb tuaj yeem hais tias Habr "muaj sia nyob" lub caij ntuj sov hloov pauv tau zoo, thiab cov ntawv xov xwm ntawm lub xaib tsis txo qis.
Ntsuam Xyuas
Tam sim no, qhov tseeb, qhov ntsuas. Ua kev zoo siab rau cov neeg uas tau nkag mus rau hauv. Cia kuv ceeb toom rau koj ib zaug ntxiv tias qhov ntsuas tsis raug cai, tej zaum kuv tsis nco ib yam dab tsi, thiab yog tias qee tsab xov xwm yuav tsum nyob ntawm no, tab sis nws tsis yog, sau, kuv yuav ntxiv nws manually. Raws li kev ntsuas, kuv siv cov ntsuas ntsuas, uas kuv xav tias yog qhov nthuav heev.
Sab saum toj kab lus los ntawm tus naj npawb ntawm views
LED lus dag ntawm unprecedented proportions 241000 views, 569 lus, ntsuam xyuas +364.0/-1.0'Blow Job Article': Cov kws tshawb fawb tau ua tiav 109 Teev ntawm qhov ncauj deev los tsim AI Uas Dick 236000 views, 361 lus, ntsuam xyuas +240.0/-68.0Dab tsi tus kws tsim qauv haus luam yeeb: riam phom txawv txawv 235000 views, 123 lus, ntsuam xyuas +119.0/-9.0Yuav ua li cas kuv tsis ua hauj lwm ntawm Sberbank rau ib xyoos 233000 views, 580 lus, ntsuam xyuas +449.0/-14.0Cov kws tshawb fawb tau pom qhov qub tshaj plaws nyob hauv lub ntiaj teb 221000 views, 211 lus, ntsuam xyuas +82.0/-14.0Muab pov tseg lub teeb ntse ntse yog qhov tseem ceeb ntawm cov ntaub ntawv tus kheej 219000 views, 147 lus, ntsuam xyuas +73.0/-11.0Vaj Ntxwv ntawm Kev Txhim Kho 178000 views, 668 lus, ntsuam xyuas +315.0/-60.0Kev dag ntxias thiab kos npe digital - txhua yam phem heev 175000 views, 778 lus, ntsuam xyuas +356.0/-0.0TV series 'Chernobyl': saib thiab xav 172000 views, 803 lus, ntsuam xyuas +164.0/-25.0Qhov phem tshaj ntim tswj UI puas tau 166000 views, 176 lus, ntsuam xyuas +292.0/-30.0Honest programmer rov pib dua 165000 views, 283 lus, ntsuam xyuas +410.0/-40.0Kuv rhuav tshem cov neeg tsim tawm lub neej nrog kuv cov lus tshuaj xyuas thiab kuv thov txim 164000 views, 12 lus, ntsuam xyuas +33.0/-3.0Yuav ua li cas Megafon hlawv tawm ntawm mobile subscriptions 162000 views, 676 lus, ntsuam xyuas +624.0/-2.0Riot ntawm Pikabu. Cov neeg siv flock rau Reddit hauv kev tsav tsheb 160000 views, 484 lus, ntsuam xyuas +215.0/-41.0Pheej yig thiab kim AAA roj teeb 159000 views, 382 lus, ntsuam xyuas +363.0/-6.0Retire ntawm 22 156000 views, 922 lus, ntsuam xyuas +259.0/-100.0Tus txiv neej tsis muaj smartphone 152000 views, 736 lus, ntsuam xyuas +173.0/-25.0Koj puas xav tau LEDs nyob mus ib txhis? Uncover soldering hlau thiab cov ntaub ntawv. Los yog DIY teeb pom kev zoo hauv tsev 149000 views, 262 lus, ntsuam xyuas +94.0/-6.0Yuav tsis ua li cas yog tias koj lub xov tooj raug nyiag lawm 144000 views, 638 lus, ntsuam xyuas +259.0/-27.0Thaum Lub Ob Hlis 1, 2019, koj lub xaib yuav tsum tsis ua haujlwm. 143000 views, 162 lus, ntsuam xyuas +89.0/-8.0
Sab saum toj cov khoom los ntawm kev ntaus nqi rau kev pom piv
Loosing the Screws, Part 2: Post Voting Deadline and Other Changes 14000 views, ntsuam xyuas +238.0/-3.0Heev pretentious 'Elements' ntawm Euclid hauv TeX 10800 views, ntsuam xyuas +136.0/-0.0Tus neeg siv khoom plig rau Habr sau ntawv 26400 views, ntsuam xyuas +320.0/-0.0Xa cov lus hais txog typos hauv kev tshaj tawm 18900 views, ntsuam xyuas +179.0/-2.0Nyob zoo ntiaj teb! Los yog Habr hauv Lus Askiv, v1.0 21000 views, ntsuam xyuas +178.0/-2.0Lub neej ntawm particle 34000 views, ntsuam xyuas +267.0/-2.0Springs Civilization, 5/5 25800 views, ntsuam xyuas +201.0/-1.0Ua si Tetris ntawm lub vijtsam electromechanical 16300 views, ntsuam xyuas +124.0/-0.0Rov tsim cov fonts los ntawm CRT screen 13400 views, ntsuam xyuas +101.0/-0.0Tus qauv lej ntawm qhov kev ua si Dobble 14600 views, ntsuam xyuas +110.0/-0.0Cov lus tseem ceeb txog kev caw profile 18300 views, ntsuam xyuas +137.0/-8.0Peb xoob cov txiv ntoo hauv Habr txoj cai 48300 views, ntsuam xyuas +338.0/-13.0Txoj kev khawv koob ntawm kev sib piv codec. Qhia cov secrets 21700 views, ntsuam xyuas +144.0/-0.0Ntse parser rau cov lej sau ua lus 20500 views, ntsuam xyuas +136.0/-1.0Generics thiab metaprogramming qauv: Mus, Rust, Swift, D thiab lwm yam 17000 views, ntsuam xyuas +110.0/-2.0Tsim kom muaj kev paub thoob ntiaj teb ntawm cov roj teeb 22200 views, ntsuam xyuas +139.0/-0.0Yuav ua li cas kuv tau sau thiab luam tawm ib phau ntawv hais txog Moscow State University, los yog 12 qhov yuam kev tseem ceeb 21600 views, ntsuam xyuas +134.0/-0.0Hais txog tus miv, tus poj niam, ob tug tub, lub tswv yim ... thiab ntau dua. Zaj dab neeg txuas ntxiv mus 43000 views, ntsuam xyuas +269.0/-8.0755 Megapixel Compute Video: Plenoptics nag hmo, Hnub no thiab tag kis 41500 views, ntsuam xyuas +244.0/-0.0Qhov ntom ntom ntom ntom hauv khw muag khoom 27500 views, ntsuam xyuas +160.0/-1.0
Sab saum toj cov khoom los ntawm cov lus pom rau kev pom piv
GitHub pib thaiv cov chaw cia khoom ntawm cov neeg siv los ntawm Crimea, Cuba, Iran, North Kauslim thiab Syria 44500 views, 1309 lus, ntsuam xyuas +115.0/-6.0Ukrainian zaj lus qhia 60400 views, 1672 lus, ntsuam xyuas +285.0/-41.0Peb xoob cov txiv ntoo hauv Habr txoj cai 48300 views, 1285 lus, ntsuam xyuas +338.0/-13.0Rally tawm tsam kev sib cais ntawm RuNet 50900 views, 923 lus, ntsuam xyuas +204.0/-32.0Yuav ua li cas mus ua hauj lwm ntawm ob lub log 47100 views, 781 lus, ntsuam xyuas +113.0/-10.0Lub dav hlau poob ntawm Sheremetyevo: keeb kwm piv txwv 82400 views, 1211 lus, ntsuam xyuas +147.0/-11.0Engineers tab tom cawm cov neeg uas ploj lawm hauv hav zoov, tab sis hav zoov tseem tsis tau tso tseg 28900 views, 423 lus, ntsuam xyuas +132.0/-1.0Rally tawm tsam kev sib cais ntawm Runet 63300 views, 820 lus, ntsuam xyuas +182.0/-20.0Yuav ua li cas kev tiv thaiv ntawm cov menyuam yaus los ntawm cov ntaub ntawv ua haujlwm - thiab zaj dab neeg enchanting txog qhov twg nws xub tuaj (18+) 65400 views, 811 lus, ntsuam xyuas +175.0/-2.0Nyob zoo ntiaj teb! Los yog Habr hauv Lus Askiv, v1.0 21000 views, 249 lus, ntsuam xyuas +178.0/-2.0Yuav ua li cas yuav qos yaj ywm kom raug yog tias koj yog xim dig muag 51800 views, 607 lus, ntsuam xyuas +135.0/-3.0Yuav ua li cas yog ib tug dawb software tswj? 22900 views, 259 lus, ntsuam xyuas +129.0/-3.0Loosing the Screws, Part 2: Post Voting Deadline and Other Changes 14000 views, 158 lus, ntsuam xyuas +238.0/-3.0Pilot tsim cov khoom siv hluav taws xob rau tus nqi tsawg kawg nkaus 34200 views, 382 lus, ntsuam xyuas +165.0/-3.0Peb tuaj yeem muab Megafon li cas? 39800 views, 405 lus, ntsuam xyuas +140.0/-6.0Nuclear tsov rog ntawm yav dhau los nyob deb? 83400 views, 843 lus, ntsuam xyuas +133.0/-5.0Nyob zoo ntiaj teb! Los yog lus Askiv Habr, v1.0 60300 views, 591 lus, ntsuam xyuas +268.0/-7.0Qhov chaw ua lub cim xeeb tsis meej 43200 views, 402 lus, ntsuam xyuas +190.0/-7.0Tus neeg siv khoom plig rau Habr sau ntawv 26400 views, 245 lus, ntsuam xyuas +320.0/-0.0Kev ua lag luam dawb raws li nkag siab los ntawm Tebchaws Meskas 56300 views, 502 lus, ntsuam xyuas +160.0/-44.0
Sab saum toj feem ntau cov lus tsis sib haum xeeb
Xeev thiab T-killers 752 lus, ntsuam xyuas +83.0/-80.0, 15100 viewsCov txiv neej no lom: lawv lom tej yaam num 120 lus, ntsuam xyuas +67.0/-51.0, 50300 viewsVim li cas koj yuav tsum kawm Mus 70 lus, ntsuam xyuas +76.0/-57.0, 23100 viewsKuv tau nyeem 80 resumes thiab muaj lus nug. 635 lus, ntsuam xyuas +135.0/-94.0, 90700 viewsVim Li Cas Kev Ua Neeg Tsis Noj Qab Haus Huv yog qhov ua tsis tau tiag 940 lus, ntsuam xyuas +76.0/-52.0, 51600 viewsFunctional programming: ib qho khoom ua si ruam uas tua cov khoom tsim tau. Ntu 1 394 lus, ntsuam xyuas +100.0/-68.0, 54000 viewsPeb tau sau cov cai tseem ceeb tshaj plaws ntawm peb lub neej, tab sis nws tau muab pov rau hauv lub thoob khib nyiab. Ua ke nrog peb 259 lus, ntsuam xyuas +101.0/-63.0, 62900 viewsKev thov rau Apple 96 lus, ntsuam xyuas +90.0/-52.0, 39300 viewsVim li cas Windows tsis kav xyoo 2019, lossis CHADNT? 881 lus, ntsuam xyuas +123.0/-70.0, 75000 viewsKuv tsis yog tiag 246 lus, ntsuam xyuas +105.0/-59.0, 63900 viewsTsib yam txaus ntshai hauv kev txhim kho niaj hnub no 262 lus, ntsuam xyuas +95.0/-52.0, 77400 viewsLub sijhawm koj tsis nco qab OOP, qhov zoo dua rau koj thiab koj cov kev pabcuam 1271 lus, ntsuam xyuas +131.0/-63.0, 128000 viewsIb xyoos tom qab lub log ntawm lub tsheb fais fab 1098 lus, ntsuam xyuas +131.0/-58.0, 71800 viewsKuv yuav tsum tsis txhob muab cov khoom pov tseg rau hauv lub thoob khib nyiab 179 lus, ntsuam xyuas +147.0/-62.0, 34400 viewsCatch Me Yog Koj Ua Tau 215 lus, ntsuam xyuas +141.0/-58.0, 65400 viewsRetire ntawm 22 922 lus, ntsuam xyuas +259.0/-100.0, 156000 viewsPsychiatrist teb rau tsab xov xwm 'Siab thiab noj qab nyob zoo' 272 lus, ntsuam xyuas +154.0/-55.0, 43400 viewsCov lus programming tshiab tau ntsiag to tua peb kev sib txuas nrog kev muaj tiag 764 lus, ntsuam xyuas +164.0/-52.0, 106000 viewsLate stage alcoholism 597 lus, ntsuam xyuas +208.0/-60.0, 123000 views'Blow Job Article': Cov kws tshawb fawb tau ua tiav 109 Teev ntawm qhov ncauj deev los tsim AI Uas Dick 361 lus, ntsuam xyuas +240.0/-68.0, 236000 views
Cov lus saum toj kawg nkaus los ntawm kev ntaus nqi
Yuav ua li cas Megafon hlawv tawm ntawm mobile subscriptions , 676 lus pom, ntsuam xyuas +624.0/-2.0, 162000 views'Cov ntsiab lus txawb' yog dawb, tsis muaj SMS lossis sau npe. Cov ntsiab lus ntawm kev dag ntxias los ntawm Megafon , 474 lus pom, ntsuam xyuas +488.0/-8.0, 112000 viewsInnovation nyob rau hauv Russia , 612 lus pom, ntsuam xyuas +480.0/-33.0, 127000 viewsYuav ua li cas kuv tsis ua hauj lwm ntawm Sberbank rau ib xyoos , 580 lus pom, ntsuam xyuas +449.0/-14.0, 233000 viewsYuav ua li cas Protonmail raug thaiv hauv Russia , 398 lus pom, ntsuam xyuas +418.0/-7.0, 102000 views10 xyoo hauv IT nrog kev kuaj mob ntawm tus mob schizophrenia, cov lus qhia txog kev ciaj sia , 281 lus pom, ntsuam xyuas +403.0/-8.0, 122000 viewsHonest programmer rov pib dua , 283 lus pom, ntsuam xyuas +410.0/-40.0, 165000 viewsThaum 'a' tsis sib npaug rau 'a'. Nyob rau hauv lub wake ntawm ib tug hack , 64 lus pom, ntsuam xyuas +374.0/-5.0, 74600 viewsUa kom loj dua! Kev daws teeb meem niaj hnub no , 214 lus pom, ntsuam xyuas +366.0/-1.0, 104000 viewsLED lus dag ntawm unprecedented proportions , 569 lus pom, ntsuam xyuas +364.0/-1.0, 241000 viewsPheej yig thiab kim AAA roj teeb , 382 lus pom, ntsuam xyuas +363.0/-6.0, 159000 viewsKev dag ntxias thiab kos npe digital - txhua yam phem heev , 778 lus pom, ntsuam xyuas +356.0/-0.0, 175000 viewsNyiv: ib lub tebchaws uas muaj kev nkag siab zoo uas qee zaum tsis tsim nyog rau peb , 483 lus pom, ntsuam xyuas +365.0/-12.0, 138000 viewsPeb xoob cov txiv ntoo hauv Habr txoj cai , 1285 lus pom, ntsuam xyuas +338.0/-13.0, 48300 viewsTus neeg siv khoom plig rau Habr sau ntawv , 245 lus pom, ntsuam xyuas +320.0/-0.0, 26400 viewsYuav ua li cas kuv ntes tau ib tug hacker , 273 lus pom, ntsuam xyuas +305.0/-6.0, 110000 viewsMyths ntawm niaj hnub nrov physics , 556 lus pom, ntsuam xyuas +304.0/-6.0, 99600 viewsTam sim no cov neeg tsim khoom zoo raug ntsuas los ntawm kev pom thiab cov neeg siv npe - thiab qhov no yog qhov phem , 486 lus pom, ntsuam xyuas +324.0/-26.0, 74800 viewsCiaj sia nyob ntawm kev sib tsoo taub hau thiab yog vim li cas amnesia tsis yog li koj xav , 165 lus pom, ntsuam xyuas +297.0/-4.0, 61800 viewsChaw nres nkoj scanner hauv koj tus kheej tus account Rostelecom , 194 lus pom, ntsuam xyuas +300.0/-8.0, 111000 views
Sab saum toj cov khoom los ntawm tus naj npawb ntawm bookmarks
42 Google Advanced Search Operators (Tau Sau Npe) 47100 views, 917 bookmarksYuav ua li cas los ua Java tus tsim tawm hauv 1,5 xyoo 89500 views, 894 bookmarksQauv. Console kev siv hluav taws xob rau kev pom qhov tshwm sim ntawm cov lus txib ntawm lub plhaub 58400 views, 801 bookmarksHBO, ua tsaug rau koj ceeb toom rau kuv ... 'Chernobyl thawj pab pawg' los ntawm Belarusian kws muag tshuaj 89500 views, 797 bookmarksCov tswv yim tswv yim, piv txwv thiab SSH qhov 40000 views, 787 bookmarks256 kab ntawm liab qab C ++: sau cov duab hluav taws xob los ntawm kos hauv ob peb teev 60000 views, 745 bookmarksAsynchronous programming (tag nrho cov chav kawm) 36700 views, 690 bookmarksCov neeg ua haujlwm 'Hlawv': Puas muaj txoj hauv kev tawm? 116000 views, 688 bookmarksIb qho kev nthuav dav dav ntawm Python kev xam phaj. Tswv yim thiab tricks 28400 views, 687 bookmarks15 Phau ntawv ntawm Machine Learning for Beginners 18700 views, 670 bookmarksCourse of lectures on JavaScript and Node.js at KPI 52500 views, 656 bookmarksKuv sau lej lej hauv LaTeX hauv Vim li cas 58100 views, 652 bookmarksQhov kuv tau kawm txoj kev nyuaj (tshaj 30 xyoo hauv kev txhim kho software) 100000 views, 651 bookmarksKev xaiv cov slides muaj txiaj ntsig los ntawm Julia Evans 41000 views, 587 bookmarksHTTP headers rau lub luag haujlwm tsim tawm 33600 views, 566 bookmarksN + 7 phau ntawv muaj txiaj ntsig 42700 views, 563 bookmarksHack lub tsheb npav CAN ntawm lub tsheb. Virtual dashboard 60700 views, 562 bookmarksUa tib zoo txav mus rau Netherlands nrog tus poj niam thiab qiv nyiaj. Ntu 1: Nrhiav Txoj Haujlwm 76200 views, 555 bookmarksTCP vs UDP lossis yav tom ntej ntawm cov txheej txheem network 50300 views, 538 bookmarksQhov zoo tshaj plaws Linux Distributions rau Qub Computers 66000 views, 523 bookmarks
Sab saum toj los ntawm qhov piv ntawm bookmarks rau views
15 Phau ntawv ntawm Machine Learning for Beginners 670 bookmarks, 18700 viewsSuab paj nruag rau koj cov haujlwm: 12 qhov kev pab cuam thematic nrog cov ntawv tso cai raws li Creative Commons 477 bookmarks, 18100 viewsIb qho kev nthuav dav dav ntawm Python kev xam phaj. Tswv yim thiab tricks 687 bookmarks, 28400 viewsKev xaiv cov ntaub ntawv rau kev kawm tshuab 455 bookmarks, 19000 viewsDungeon generator raws li graph nodes 304 bookmarks, 12700 viewsIb qho yooj yim piav qhia ntawm pathfinding thiab A * algorithms 316 bookmarks, 13500 viewsCov cuab yeej Web, lossis qhov twg los pib ua tus pentester? 421 bookmarks, 18800 viewsKawm Docker, Ntu 2: Cov ntsiab lus thiab cov tswv yim 341 bookmarks, 15600 viewsKawm Docker, Ntu 3: Dockerfiles 297 bookmarks, 13800 viewsCov cuab yeej rau kev tshuaj xyuas thiab kev debugging .NET daim ntawv thov 244 bookmarks, 11600 viewsYuav ua li cas debug ib puag ncig hloov pauv hauv Linux 322 bookmarks, 15900 viewsYuav ua li cas coj koj thawj kauj ruam hauv robotics? 224 bookmarks, 11200 viewsLabyrinths: kev faib tawm, tiam, nrhiav kev daws teeb meem 318 bookmarks, 16000 viewsCov tswv yim tswv yim, piv txwv thiab SSH qhov 787 bookmarks, 40000 viewsCourse of lectures 'Fundamentals of digital signal processing' 418 bookmarks, 21400 views42 Google Advanced Search Operators (Tau Sau Npe) 917 bookmarks, 47100 views3D Game Shaders rau Beginners 239 bookmarks, 12400 viewsTargeted bypass ntawm PKH thaiv ntawm lub router nrog OpenWrt siv WireGuard thiab DNSCrypt 302 bookmarks, 15700 viewsUa haujlwm ntawm kev txawj siv pab pawg thiab kev pom cov ntaub ntawv hauv Python 192 bookmarks, 10000 viewsLwm Github 2: machine learning, datasets and Jupyter Notebooks 265 bookmarks, 13900 views
Sab saum toj cov lus los ntawm cov lus pom
Ukrainian zaj lus qhia 1672 lus, 60400 views9m729 ua. Ob peb lo lus hais txog "tus neeg ua txhaum cai" ntawm INF Treaty 1371 lus, 83000 viewsGitHub pib thaiv cov chaw cia khoom ntawm cov neeg siv los ntawm Crimea, Cuba, Iran, North Kauslim thiab Syria 1309 lus, 44500 viewsPeb xoob cov txiv ntoo hauv Habr txoj cai 1285 lus, 48300 viewsLub sijhawm koj tsis nco qab OOP, qhov zoo dua rau koj thiab koj cov kev pabcuam 1271 lus, 128000 viewsLub dav hlau poob ntawm Sheremetyevo: keeb kwm piv txwv 1211 lus, 82400 viewsGeneration Y ua li cas rau tiam neeg hlawv? 1122 lus, 81500 viewsLub tsheb hluav taws xob tsis yog rau kuv 1116 lus, 50700 viewsIb xyoos tom qab lub log ntawm lub tsheb fais fab 1098 lus, 71800 viewsLub Xeev tam sim no ntawm Kev Tshawb Fawb Txog Kev Nco 1021 lus, 27500 viewsFinland tau sau txog cov txiaj ntsig ua ntej ntawm nws qhov kev sim nrog kev lees paub cov nyiaj tau los yooj yim 999 lus, 62100 viewsKev sib tham txog kev lag luam ncaj ncees 997 lus, 7700 viewsVim Li Cas Kev Ua Neeg Tsis Noj Qab Haus Huv yog qhov ua tsis tau tiag 940 lus, 51600 viewsNub nua, peb tua Internet 933 lus, 120000 viewsRally tawm tsam kev sib cais ntawm RuNet 923 lus, 50900 viewsRetire ntawm 22 922 lus, 156000 viewsXaiv lub tsheb rau ib tus kws tshaj lij IT, lossis cov lus qhia los ntawm lub khob dej tshuaj yej rau dummies 914 lus, 43400 viewsVim li cas Senior Developers tsis tuaj yeem ua haujlwm 901 lus, 119000 viewsTxoj kev npaj tau rov qab mus rau kev lag luam 892 lus, 27800 viewsTus kheej lub nroog teleporter 889 lus, 40800 views
Thiab thaum kawg, tus kawg Antitop los ntawm cov neeg tsis nyiam
Retire ntawm 22 , 922 lus, ntsuam xyuas +259.0/-100.0Kuv tau nyeem 80 resumes thiab muaj lus nug. , 635 lus, ntsuam xyuas +135.0/-94.0Nub nua, peb tua Internet , 933 lus, ntsuam xyuas +392.0/-83.0Xeev thiab T-killers , 752 lus, ntsuam xyuas +83.0/-80.0Vim li cas Windows tsis kav xyoo 2019, lossis CHADNT? , 881 lus, ntsuam xyuas +123.0/-70.0Functional programming: ib qho khoom ua si ruam uas tua cov khoom tsim tau. Ntu 1 , 394 lus, ntsuam xyuas +100.0/-68.0'Blow Job Article': Cov kws tshawb fawb tau ua tiav 109 Teev ntawm qhov ncauj deev los tsim AI Uas Dick , 361 lus, ntsuam xyuas +240.0/-68.0Peb tau sau cov cai tseem ceeb tshaj plaws ntawm peb lub neej, tab sis nws tau muab pov rau hauv lub thoob khib nyiab. Ua ke nrog peb , 259 lus, ntsuam xyuas +101.0/-63.0Lub sijhawm koj tsis nco qab OOP, qhov zoo dua rau koj thiab koj cov kev pabcuam , 1271 lus, ntsuam xyuas +131.0/-63.0Kuv yuav tsum tsis txhob muab cov khoom pov tseg rau hauv lub thoob khib nyiab , 179 lus, ntsuam xyuas +147.0/-62.0Vaj Ntxwv ntawm Kev Txhim Kho , 668 lus, ntsuam xyuas +315.0/-60.0Late stage alcoholism , 597 lus, ntsuam xyuas +208.0/-60.0Kuv tsis yog tiag , 246 lus, ntsuam xyuas +105.0/-59.0Catch Me Yog Koj Ua Tau , 215 lus, ntsuam xyuas +141.0/-58.0Ib xyoos tom qab lub log ntawm lub tsheb fais fab , 1098 lus, ntsuam xyuas +131.0/-58.0Vim li cas koj yuav tsum kawm Mus , 70 lus, ntsuam xyuas +76.0/-57.0Psychiatrist teb rau tsab xov xwm 'Siab thiab noj qab nyob zoo' , 272 lus, ntsuam xyuas +154.0/-55.0Kev thov rau Apple , 96 lus, ntsuam xyuas +90.0/-52.0Cov lus programming tshiab tau ntsiag to tua peb kev sib txuas nrog kev muaj tiag , 764 lus, ntsuam xyuas +164.0/-52.0Tsib yam txaus ntshai hauv kev txhim kho niaj hnub no , 262 lus, ntsuam xyuas +95.0/-52.0
Ugh. Kuv muaj ob peb qhov kev xaiv nthuav ntxiv, tab sis kuv yuav tsis dhuav cov neeg nyeem.
xaus
Thaum tsim qhov kev ntsuam xyuas, kuv tau mloog ob lub ntsiab lus uas zoo li nthuav.
Ua ntej, 60% ntawm sab saum toj yog cov khoom ntawm "geektimes" hom. Txawm hais tias yuav muaj tsawg dua ntawm lawv xyoo tom ntej, thiab Habr yuav zoo li cas yam tsis muaj cov khoom hais txog npias, chaw, tshuaj, thiab lwm yam, kuv tsis paub. Muaj tseeb tiag, cov nyeem yuav poob ib yam dab tsi. Cia peb saib.
Thib ob, cov ntawv sau saum toj kawg nkaus tau dhau los ua cov khoom lag luam zoo siab. Qhov no yog kev nkag siab ntawm lub hlwb; cov neeg nyeem yuav tsis them nyiaj rau qhov ntsuas, tab sis yog tias tsab xov xwm xav tau, ces nws yuav muab ntxiv rau koj bookmarks. Thiab ntawm no yog precisely qhov loj tshaj concentration ntawm cov khoom tseem ceeb thiab loj. Kuv xav tias cov tswv ntawm lub vev xaib yuav tsum xav li cas los ntawm kev sib txuas ntawm tus lej ntawm bookmarks thiab cov txiaj ntsig kev pabcuam yog tias lawv xav nce qib tshwj xeeb ntawm cov ntawv no ntawm HabrΓ©.
Tej yam zoo li no. Kuv vam tias nws yog cov ntaub ntawv.
Daim ntawv teev cov kab lus tau hloov mus ntev, zoo, nws yog qhov zoo dua. Zoo siab nyeem sawv daws.
Tau qhov twg los: www.hab.com