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網頁爬蟲合法嗎？
這是一個資料驅動的世界。採購和消費外部資料是許多企業的需要。不僅如此，利用公開可用的資料是許多企業生存和削弱競爭的唯一途徑。
雖然網頁爬蟲是解鎖網路資料的關鍵，但在 Web 爬蟲的合法性和道德性方面存在很多困惑和迷思。這篇文章旨在解決這些問題，並使這一主題更加清晰。它還介紹了你應該遵循的最佳做法，以及你應該尊重的法律和道德底線，以便在保持安全和合法的情況下，從網頁爬蟲中獲得最佳效果。
網頁爬蟲相關線上課程可參考 https://softnshare.com/tag/python-webscrap/
https://www.crawlnow.com/blog/is-web-scraping-legal
上週看到英國政府的人工智慧 AI 國家新戰略，我也同時注意到英國的資料改革計畫 (DATA REFORM)，他們提到資料使用 "Data is one of the most important resources in the world and we want our laws to be based on common sense, not box-ticking."，這就像是我們台灣過去提倡的"開放為原則，不開放為例外"，但實際上是有很多選擇性的例外!
在英國有資料法的國家都如此重視改革，成立資料倫理委員會，更何況我們欠缺資料開放或應用的相關法案，值得大家重視。
另外這次改革包含
1. 對騷擾電話和簡訊進行更嚴厲的處罰。
2. 簡化 AI 和其他尖端技術的研究人員和開發人員對資料的使用流程。
3. 因應新冠疫情，以前所未有方式開放資料方式，以拯救更多生命的。
4. 加強企業保護個人資料安全的責任，同時賦予他們發展和創新的能力。
第4點他們提到小型的髮廊的個資保護方式，也應該要重視，但不該和大型的科技公司一樣的嚴苛做法。
相信大家都是知道，我們的個資常常散亂在許多地方，政府的資料有一定的規範(仍有很大改進空間)，但許多非政府蒐集我們的資料已經到氾濫卻無保護的制度，值得我們重視。
#JOJO正宗印度菜
jojo indian餐廳裝飾佈置都好靚，而且位置寬敞，餐牌都有中英文對照。
電視不斷播放印度明星既mv，置身印度既感覺。
pani puri ($48)
呢個係印度常見的一種街頭小吃。
Panipuri其實係空心既油炸球，填入馬鈴薯泥、洋蔥、番茄、豆類等等，再淋上一種綠色非常酸既湯汁，最後撒上鹽和印度香料。
再另加上兩款唔同既醬汁，一款係羅望子醬，酸酸甜甜，一款係薄荷味但後勁帶點辣，味道非常有層次。
Panipuri is one of the most common street foods in Indian.
Crispy, hollow, fried dough balls stuffed with boiled potatoes, onions, beans and tomatoes, topped with salt, Indian species and a green sour dressing.
Dipping panipuri on two different sauces creates a complicated taste - crispy, mint flavored with spicy after taste.
Jo Jo Indian Cuisine
地址
灣仔駱克道37-39號得利樓2樓
2/F, David House, 37-39 Lockhart Road, Wan Chai
#香港食評
#食好西系
#飲飲食食
#Panipuri
#curry #curryrice #currylover #currynight #カレー #カレーライス #カレー部 #カレー好き #咖喱 #咖喱飯 #咖哩 #咖哩飯
#食評 #食記 #hkfood
#灣仔印度菜 #印度菜
#灣仔美食 #wanchai #灣仔咖喱
#香港グルメ #hkfoodlover
#foodblogger #hkfoodie #hkblogger
Welcome to this channel, My name is Yvonne. I'm a soap maker in Taiwan, if you like my videos, pls. subscribe and click the bell for notification.
If you are new to soap making, pls. make sure you read the SDS of sodium hydroxide carefully and put on your gloves, mask and google to protect yourself before starting.
Spanish Needles Bidens alba is a very common weed with goof medical functions. Our ancients used it in herbal tea and some skin treatment, like small wood, itching, bug bites. I gathered the plants last weekend and made soaps with them. My college designed this stamp for it, I really like the Chinese characters in the design.
Recently, "how to prepare the lye solution of herbal soaps" was discussed in our Facebook group. Some people like to use regular herbal juice and some people like to use frozen herbal juice, so I tried both methods with the same recipe at the same time and the results are very similar (almost the same). I don't like the irritating air while dissolving lye in the regular juice, so I'd rather spend more time to freeze the juice and dissolve lye in the frozen one.
【配方Recipe】
橄欖油 Olive Oil: 600g
米糠油 Ricebran Oil: 400g
椰子油 Coconut Oil: 400g
棕櫚油 RSPO - Palm Oil: 400g
可可脂 Cocoa Butter: 200g
99%氫氧化鈉 Sodium Hydroxide: 289g
純水 Distilled Water: 578g
大花咸豐草 Spanish Needle: 適量/moderate
超脂橄欖油 Superfat Olive Oil: 60ml
快樂鼠尾草精油 Clary Sage Essential Oil: 20ml
苦橙葉精油 Petitgrain Essential Oil: 20ml
薰衣草精油 Lavender Essential Oil: 20ml
Subscribe👉https://goo.gl/chz3Dp
Facebook👉https://www.facebook.com/ohmycattles/
Instagram👉@ohmycattles
Bili Bili👉https://pse.is/SNTVB
E-mail👉[email protected]
2021/08/23（紀實型原著）
#Lightbody #共感光體
“共感光體”與
生命的進化、
Evolution-
“Light body common sensation”
/.原著紀實 Rasta Wang x Yellowstix
*片尾
“Taiwan”
/.Yellowstix
https://music.apple.com/us/album/taiwan/1575525214?i=1575525215
*今日章節；Daily Chapter:
「你們要思念上面的事，不要思念地上的事。 但現在你們要棄絕這一切的事，以及惱恨、忿怒、惡毒、毀謗，並口中污穢的言語。 不要彼此說謊；因你們已經脫去舊人和舊人的行為， 穿上了新人。這新人在知識上漸漸更新，正如造他主的形像。 無論做甚麼，都要從心裏做，像是給主做的，不是給人做的， 那行不義的必受不義的報應；主並不偏待人。」
歌羅西書 3:2, 8-10, 23, 25 CUNP-神
「Set your mind on the things that are above, not on the things that are upon the earth. but now do ye also put them all away: anger, wrath, malice, railing, shameful speaking out of your mouth: lie not one to another; seeing that ye have put off the old man with his doings, and have put on the new man, that is being renewed unto knowledge after the image of him that created him: whatsoever ye do, work heartily, as unto the Lord, and not unto men; For he that doeth wrong shall receive again for the wrong that he hath done: and there is no respect of persons.」
Colossians 3:2, 8-10, 23, 25 ASV
（目前專注於療癒及生命紀錄，也恢復線上諮詢及捐款，如需手術請至以下官網詳閱。☀️🙏)
Donation for us as below（樂捐）:
台幣帳號：
戶名：王大囍
銀行代號：808
銀行名稱：玉山銀行內湖分行
帳號：0462968127363
台幣帳號：
銀行代號：048
銀行名稱：王道銀行
帳號：01000115473288
美元帳號：
戶名：王大囍
E.SUN Multi-Currency Deposit
存戶帳號：0015879086033
Dream Walker: RastaWang.com
（夢行者,™，醒夢人）
2021/08/15（紀實型原著）
#時空療癒術 #路徑光化術 #靈魂伴侶
#Soulmate #TimeWork#夢見熨斗
*夢、熨斗：象徵家的條理與愛情的溫暖。
*Dream, iron: symbolizes the organization of the family and the warmth of love.
/.原著 王大喜（Rasta Wang)

*今日章節；Daily Chapter:
「親愛的弟兄啊，一切的靈，你們不可都信，總要試驗那些靈是出於神的不是，因為世上有許多假先知已經出來了。 凡靈認耶穌基督是成了肉身來的，就是出於神的；從此你們可以認出神的靈來。 凡靈不認耶穌，就不是出於神，這是那敵基督者的靈。你們從前聽見他要來，現在已經在世上了。 小子們哪，你們是屬神的，並且勝了他們；因為那在你們裏面的，比那在世界上的更大。 他們是屬世界的，所以論世界的事，世人也聽從他們。 我們是屬神的，認識神的就聽從我們；不屬神的就不聽從我們。從此我們可以認出真理的靈和謬妄的靈來。 親愛的弟兄啊，我們應當彼此相愛，因為愛是從神來的。凡有愛心的，都是由神而生，並且認識神。 沒有愛心的，就不認識神，因為神就是愛。 神差他獨生子到世間來，使我們藉着他得生，神愛我們的心在此就顯明了。 不是我們愛神，乃是神愛我們，差他的兒子為我們的罪作了挽回祭，這就是愛了。 親愛的弟兄啊，神既是這樣愛我們，我們也當彼此相愛。 從來沒有人見過神，我們若彼此相愛，神就住在我們裏面，愛他的心在我們裏面得以完全了。 神將他的靈賜給我們，從此就知道我們是住在他裏面，他也住在我們裏面。 父差子作世人的救主；這是我們所看見且作見證的。 凡認耶穌為神兒子的，神就住在他裏面，他也住在神裏面。 神愛我們的心，我們也知道也信。 神就是愛；住在愛裏面的，就是住在神裏面，神也住在他裏面。 這樣，愛在我們裏面得以完全，我們就可以在審判的日子坦然無懼。因為他如何，我們在這世上也如何。 愛裏沒有懼怕；愛既完全，就把懼怕除去。因為懼怕裏含着刑罰，懼怕的人在愛裏未得完全。 我們愛，因為神先愛我們。 人若說「我愛神」，卻恨他的弟兄，就是說謊話的；不愛他所看見的弟兄，就不能愛沒有看見的神。 愛神的，也當愛弟兄，這是我們從神所受的命令。」
約翰一書 4:1-21 CUNP-神
「Beloved, believe not every spirit, but prove the spirits, whether they are of God; because many false prophets are gone out into the world. Hereby know ye the Spirit of God: every spirit that confesseth that Jesus Christ is come in the flesh is of God: and every spirit that confesseth not Jesus is not of God: and this is the spirit of the antichrist, whereof ye have heard that it cometh; and now it is in the world already. Ye are of God, my little children, and have overcome them: because greater is he that is in you than he that is in the world. They are of the world: therefore speak they as of the world, and the world heareth them. We are of God: he that knoweth God heareth us; he who is not of God heareth us not. By this we know the spirit of truth, and the spirit of error. Beloved, let us love one another: for love is of God; and every one that loveth is begotten of God, and knoweth God. He that loveth not knoweth not God; for God is love. Herein was the love of God manifested in us, that God hath sent his only begotten Son into the world that we might live through him. Herein is love, not that we loved God, but that he loved us, and sent his Son to be the propitiation for our sins. Beloved, if God so loved us, we also ought to love one another. No man hath beheld God at any time: if we love one another, God abideth in us, and his love is perfected in us: hereby we know that we abide in him and he in us, because he hath given us of his Spirit. And we have beheld and bear witness that the Father hath sent the Son to be the Saviour of the world. Whosoever shall confess that Jesus is the Son of God, God abideth in him, and he in God. And we know and have believed the love which God hath in us. God is love; and he that abideth in love abideth in God, and God abideth in him. Herein is love made perfect with us, that we may have boldness in the day of judgment; because as he is, even so are we in this world. There is no fear in love: but perfect love casteth out fear, because fear hath punishment; and he that feareth is not made perfect in love. We love, because he first loved us. If a man say, I love God, and hateth his brother, he is a liar: for he that loveth not his brother whom he hath seen, cannot love God whom he hath not seen. And this commandment have we from him, that he who loveth God love his brother also.」
1 John 4:1-21 ASV
*共感意識同時性創作、
On parallel common sensation art work, synchronized as、
片尾曲、
“Taiwan”
/.Yellowstix
https://music.apple.com/us/album/taiwan/1575525214?i=1575525215
（目前專注於療癒及生命紀錄，也恢復線上諮詢及捐款，如需手術請至以下官網詳閱。☀️🙏)
Donation for us as below（樂捐）:
台幣帳號：
戶名：王大囍
銀行代號：808
銀行名稱：玉山銀行內湖分行
帳號：0462968127363
台幣帳號：
銀行代號：048
銀行名稱：王道銀行
帳號：01000115473288
美元帳號：
戶名：王大囍
E.SUN Multi-Currency Deposit
存戶帳號：0015879086033
Dream Walker: RastaWang.com
（夢行者,™，醒夢人）
