This article has participated in the “Digitalstar Project” and won a creative gift package to challenge the creative incentive money.

This article is a super super core data analysis article, data sources from the mining official article data (refers to crawling article data), and then do analysis of these data processing

My personal subjective view, a popular article should have the following conditions:

  • A good caption can also make readers want to click on it, such as zooming in to see bushi.

  • A good headline will draw readers in

  • Practical class, such as knowledge point explanation, will have higher reading and collection

  • Creative, will have a higher reading volume

Data are then used to verify whether these views are accurate

The basis of data statistics

Now, select the front track and use the latest sorting condition to obtain all articles published by digg friends in the recent period in reverse order. The statistics have several dimensions, such as the number of read and favorites (referring to the situation where there are mutual likes, the number of likes is ignored here), how are the titles and pictures of popular titles, and see the level distribution of digg friends

Through the debugging of the page, it is found that the fetch is used to dynamically pull the data to render the page, and the standard cursor + size parameter combination is used to pull the paging data. Unfortunately, the cursor in the paging is encrypted. There is no way to get the paging data we need by simply specifying cursor = n

The feasible method is to transform fetch, save the requested data, manually use the scroll bar to trigger the mining automatically invoke FETCH, cache relevant parameters, and then call pull in batches and do data processing

For the specific gameplay of the modification, please refer to this article: a SAO operation extended from fetch…

Finally, 1451 documents were obtained, and the time range was 2021-10-16 05:07:07 to 2021-10-27 02:19:59, roughly 9 days

Recently sprout new distribution

During this period of time, the active posts are distributed in LV1 and LV2. Lv1 shows that the nuggets’ recent promotion activities are very effective and have attracted a lot of new posts and shares. Lv 1 will be available as long as it has posted and obtained a “like”

level The number of
0 52
1 714
2 433
3 176
4 39
5 30
6 7

Reading analysis

Recently, the number of articles read, most of the articles, even on the 100 reading is not, it is bleak

Expand each level of reading by digging friends level again and see where the hidden masters are

reading No level lv 1 lv 2 lv 3 lv 4 lv 5 lv 6 A combined The percentage
< 100 52 580 218 49 2 1 0 902 62.16
< 200 0 92 107 48 5 3 0 255 17.57
< 300 0 25 46 16 7 1 0 95 6.54
< 400 0 9 10 10 4 6 1 40 2.75
< 500 0 2 8 7 5 2 0 24 1.65
< 1000 0 6 22 24 3 6 2 63 4.34
< 2000 0 0 13 11 8 6 4 42 2.89
< 3000 0 0 2 2 1 2 0 7 0.48
< 5000 0 0 4 5 2 1 0 12 0.82
< 10000 0 0 2 4 0 1 0 7 0.48
P 10000 0 0 1 0 2 1 0 4 0.27

Top 10 most read items

Using a chart to show the top 10 most-read articles, let’s see what the top 10 most-read articles look like

LV-4  If sichuan The toy Vite that Yu Creek developed a few years ago, with just over 100 lines of code, is a great way to understand how Vite works
Created: 2021-10-21 00:18:23
Review: 2021-10-21 00:26:02
📖 👍 394 21951
💬 ⭐ 47, 427
LV-5  Sunshine_Lin “Ten thousand words summary” stay up late to summarize 50 JS advanced knowledge points, all will you be god!!
Created: 2021-10-25 00:40:54
Review: 2021-10-25 03:10:38
📖 👍 759 13937
💬 ⭐ 1277 64
LV-4  Front end bighead fish Because of these three things, I completely lost regular expressions.
Created: 2021-10-22 00:02:00
Review: 2021-10-22 00:02:14
📖 👍 777 12551
💬 ⭐ 1080 130
LV-2  Mr Little mo Career Anxiety for front-end female programmers in 1997
Created: 2021-10-21 08:06:59
Review: 2021-10-21 09:52:02
📖 👍 54 10593
💬 ⭐ 5 239
LV-2  dreamer_sen Tencent hotspot do front-end outsourcing in the two years
Created: 2021-10-21 16:31:12
Review: 2021-10-22 03:30:58
📖 👍 83 9579
💬 ⭐ 31 90
LV-3  Cookies _ Vue react (5)
Created: 2021-10-18 01:43:42
Review: 2021-10-19 06:57:44
📖 8812  👍 59 
31 ⭐ 💬 57
LV-3  The mouse king QAQ What was the experience of having your open source project written into your speech by Yuxi
Created: 2021-10-25 16:56:48
Trial: 2021-10-26 04:01:08
📖 👍 235 7953
💬 ⭐ 70 77
LV-5  Sunshine_Lin 50 basic knowledge points of JavaScript encountered in the work, full marks to find me to take the prize!
Created: 2021-10-20 00:38:42
Review: 2021-10-20 03:08:38
📖 👍 280 7729
💬 ⭐ 52, 449
LV-2  Ned Thanks to Vue3, LET me meet this knowledge
Created: 2021-10-18 07:51:39
Review: 2021-10-19 07:10:13
📖 👍 78 6205
💬 ⭐ 30, 84
LV-3  Tya o Flutter – have you seen such a cool App 😍?
Created: 2021-10-24 10:20:48
Review: 2021-10-24 10:53:47
📖 👍 112 5811
💬 ⭐ 36, 90

The reading capacity is 10-50

It is also of great reference value to present the articles from 10-50 in the form of tables

bosses The title 📖 👍 💬 ⭐ If there is a figure
Lv-3  Yang Village long 10.23 You Yuxi in Early chat live share summary: Vue3 ecological development status and prospects 5720 113 25 51 ☑
Lv-2  Sun Yiyang High energy ahead! How good can a front-end programmer’s README look 4751 102 6 88 ☑
Lv-3  Little seventeen Doesn’t the front end know Nginx yet? Come and learn! 4749 126 14 183
Lv-3  Cold grass “Algorithmic thinking 🌿” To solve a small problem, I wrote 88 W lines of code! 🌧 ️ 4720 62 26 35 ☑
Lv-2  The king of boy Front end code buried toss 📝 4479 54 5 62
Lv-3  XboxYan CSS implements “indefinite line number” truncation of text 4439 219 40 276 ☑
Lv-3  Cazon the Magician The React wave was actually targeted 4219 26 7 8 ☑
Lv-4  MuHua 12 performance optimization tips for Vue development. See how many you’ve used 4113 122 14 169 ☑
Lv-5  The cloud of the world Big challenge! JS front-end knowledge entry, how many pass you? 3679 80 24 68 ☑
Lv-2  Programmer bus How was udad’s recommended component library developed? 3493 78 12 59 ☑
Lv-3  fancy Vue, are you really good at it? 3465 127 10 226 ☑
Lv-4  ITEM 🔥 build webpack 5.x knowledge system by analyzing Webapck interview questions 3429 236 34 361 ☑
Lv-2  AEI Don’t use it all the time

! What about semantic tags?
3036 48 27 62 ☑
Lv-4  MuHua Understand the nextTick implementation principle of Vue2 and Vue3 2998 69 9 86 ☑
Lv-2  cjinhuo Mac tools programmers should know about 2889 101 34 92 ☑
Lv-5  CUGGZ Use TypeScript elegantly in React. 2852 157 20 166 ☑
Lv-3  Cazon the Magician React new documentation is finally here 2787 28 4 18 ☑
Lv-5  CUGGZ What do you know about package.json? 2609 99 4 125 ☑
Lv-3  Run, Lou I brought you 10 “science and technology feeling full” visual data screen ⚡, collection is equal to learn ~ 2546 79 36 109 ☑
Lv-2  tager Two sentences of CSS to fix the page scrolling lag problem? 😅 😅 2288 43 2 32
Lv-5  The cloud of the world NaN you may not understand, take five minutes to let you understand can not understand 1987 52 6 23 ☑
Lv-4  God said let there be light Different memory management methods are very clever 1861 20 3 6 ☑
Lv-5  I’m not an alien. React-router upgrade 1818 41 8 15 ☑
Lv-3  _Battle How do Vue single page applications do pre-render 1777 56 5 23 ☑
Lv-2  jjjona0215 What? I patented a scaffold! 1774 30 12 49 ☑
Lv-5  Tan Guangzhi Some common Git advanced knowledge and skills 1757 38 6 63
Lv-4  God said let there be light Think the front end doesn’t need to know algorithms? So let’s look at a real example 1606 8 10 7 ☑
Lv-3  _Battle Mobile frequently asked Questions 1603 75 12 89 ☑
Lv-2  git-Dignity Front-end, deploy dist to Nginx 1600 18 3 19 ☑
Lv-3  The mouse king QAQ Vue component library Theme replacement, one key skin 1575 30 17 17
Lv-6  A guard old ape Teach you to use JS to develop the “Kingdom of the Wind” game map! Introductory tutorial, big guy don’t enter ~ 1510 24 3 8 ☑
Lv-2  _ Yang Chen Solution to blank page of front-end release 1496 17 14 24
Lv-2  Still, the world is beautiful A quick look at one of the ES features (ES7-ES8) 1421 32 12 23 ☑
Lv-2  The battlefield packet Native JavaScript soul Quiz: How much can you answer? 1396 62 12 56 ☑
Lv-3  Jimmy_kiwi Umi3 tutorial (hit me if you haven’t started) 1369 33 10 35
Lv-2  Oil the yo 😭 Blood and tears collection! Long practice summary of uniAPP applets development! 1359 62 12 86 ☑
Lv-6  A guard old ape These 45 JS judgment questions you might be asked in an interview! How many answers can you get right? 1335 31 4 52 ☑
Lv-5  Tan Guangzhi Vscode + vite + vue3 + TS + ESLint + stylelint Code automatic formatting 1332 12 9 42
Lv-6  A guard old ape Learn to play with CSS. These five games will take your CSS mastery one step further! 1325 28 3 43 ☑
Lv-5  shanyue Why does TailwindCSS work so well? 1320 22 14 18

Dig for articles your friends like to collect

Let’s take a look at what a good article that can be recognized (that is, collected) looks like

bosses The title 📖 👍 💬 ⭐ If there is a figure
LV-5Sunshine_Lin “Ten thousand words summary” stay up late to summarize 50 JS advanced knowledge points, all will you be god!! 13937 759 64 1277
LV-4Front end bighead fish Because of these three things, I completely lost regular expressions. 12551 777 130 1080
LV-5Sunshine_Lin 50 basic knowledge points of JavaScript encountered in the work, full marks to find me to take the prize! 7729 280 52 449
LV-4If sichuan The toy Vite that Yu Creek developed a few years ago, with just over 100 lines of code, is a great way to understand how Vite works 21951 394 47 427
LV-4ITEM 🔥 build webpack 5.x knowledge system by analyzing Webapck interview questions 3429 236 34 361
LV-3XboxYan CSS implements “indefinite line number” truncation of text 4439 219 40 276
LV-3fancy Vue, are you really good at it? 3465 127 10 226
LV-3Little seventeen Doesn’t the front end know Nginx yet? Come and learn! 4749 126 14 183 is
LV-4MuHua 12 performance optimization tips for Vue development. See how many you’ve used 4113 122 14 169
LV-5CUGGZ Use TypeScript elegantly in React. 2852 157 20 166
LV-5CUGGZ What do you know about package.json? 2609 99 4 125
LV-3Run, Lou I brought you 10 “science and technology feeling full” visual data screen ⚡, collection is equal to learn ~ 2546 79 36 109
LV-2cjinhuo Mac tools programmers should know about 2889 101 34 92
LV-3Tya o Flutter – have you seen such a cool App 😍? 5811 112 36 90
LV-3_Battle Mobile frequently asked Questions 1603 75 12 89
LV-2Sun Yiyang High energy ahead! How good can a front-end programmer’s README look 4751 102 6 88
LV-4MuHua Understand the nextTick implementation principle of Vue2 and Vue3 2998 69 9 86
LV-2Oil the yo 😭 Blood and tears collection! Long practice summary of uniAPP applets development! 1359 62 12 86
LV-2Ned Thanks to Vue3, LET me meet this knowledge 6205 78 30 84
LV-2kang Basic JavaScript algorithm and Interview Summary (1W1 word) 944 51 1 78 is

Creation is not easy, look forward to your encouragement ❤~