#Extract data from H&M
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How to Extract Products Data from H&M with Google Chrome

Data You Can Scrape From H&M
Product’s Name
Pricing
Total Reviews
Product’s Description
Product’s Details

The screenshot provided below indicates various data fields, which we scrape at 3i Data Scraping:
Requests
Google’s Chrome Browser: You would require to download the Chrome browser and the extension requires the Chrome 49+ version.
Web Scraping for Chrome Extension: Web Scraper extension could be downloaded from Chrome’s Web Store. Once downloaded the extension, you would get a spider icon included in the browser’s toolbar.
Finding The URLs
H&M helps you to search products that you could screen depending on the parameters including product types, sizes, colors, etc. The web scraper assists you to scrape data from H&M as per the requirements. You could choose the filters for data you require and copy corresponding URLs. In Web Scraper toolbars, click on the Sitemap option, choose the option named “Edit metadata’ to paste the new URLs (as per the filter) as Start URL.
For comprehensive steps about how to extract H&M data, you may watch the video given here or continue to read:
Importing H&M Scraper
After you install the extension, you can right-click anyplace on the page and go to the ‘Inspect’ option as well as Developer Tool console would pop up. Just click on the ‘Web Scraper’ tab and go to the ‘Create new sitemap’ option as well as click on the ‘Import sitemap’ button. Now paste JSON underneath into Sitemap’s JSON box.
Running The Scraper
To start extracting, just go to the Sitemap option and click the ‘Scrape’ alternative from the drop-down menu. Another window of Chrome will come, permitting the extension for scrolling and collecting data. Whenever the extraction is completed, the browser will be closed automatically and sends the notice.
Downloading The Data
For downloading the extracted data in a CSV file format, which you could open with Google Sheets or MS Excel, go to the Sitemap’s drop-down menu > Export as CSV > Download Now.
Disclaimer: All the codes given in our tutorials are for illustration as well as learning objectives only. So, we are not liable for how they are used as well as assume no liabilities for any harmful usage of source codes. The presence of these codes on our website does not indicate that we inspire scraping or scraping the websites given in the codes as well as supplement the tutorial.
#data extraction#web scraping services#Extract data from H&M#H&M Data Scraping#Data Extractor#Web Scraping Services#Ecommerce data scraping services#Data Extractor from H&M
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MURKOFF CORPORATION NEUROPSYCHIATRIC REHABILITATION DIVISION PATIENT OBSERVATION FILE – INTERNAL USE ONLY
TW: mentions of drug use, medical abuse, mentions of sex slavery, mentions of ncro, 18+ CONTENT
THIS IS AN OUTLAST OC- I DO NOT SUPPORT ANYTHING THEY DO NOR DO I SUPPORT ANYTHING THAT HAPPENS TO THEM

SUBJECT NAME: Weiss, Ulrich CLASSIFICATION: Prime Asset – Tier III Liability STATUS: Active Containment / Continuous Reagent Exposure OBSERVATION DATE: 13 January 1950 SUPERVISING OFFICER: Dr. Edwin H. Langston, MD, PNRD
ACQUISITION SUMMARY:
Subject Weiss was transferred to Murkoff custody under Article 7-E of the U.S. Military Repatriation Agreement, following his discharge from the 43rd Infantry Battalion (Black Flag Division). Preliminary assessments from Army Psych-Evaluation Form 214-B described Weiss as “affectively neutered,” with an “enhanced tolerance for atrocity.” Recommendation for retrieval was submitted by Field Liaison Caldwell following Incident 43-21A: Weiss was located unarmed, unclothed, and unresponsive amidst the dismembered remains of seven individuals—mixed combatant affiliation.
Command review cited “persistent behavioral anomalies incompatible with civilian reintegration.” Subject entered Murkoff custody on 4 December 1949 under Section 12-C of the Asset Conversion Protocol.
BIOGRAPHICAL OVERVIEW:
Extracted case data (see Interview Logs HN-04 to HN-09) suggest subject underwent prolonged exposure to early-stage psychosocial trauma. Redacted family records (Flag Code: RED-SLATE) confirm patterns of sexual commodification from infancy through adolescence. By age 16, subject was no longer of “market utility” and entered forced conscription through a covert recruitment pipeline attached to private defense contracts.
Combat reports from Commanding Officer Sgt. R. Dalton describe Weiss as “ritualistic, eerily serene under fire, with a reverence for death that bordered on spiritual compulsion.” Confirmed kill-count stands at 14; however, incident logs from Specialists Greene (KIA) and Murray (AWOL) indicate repeated absences following engagements and unauthorized reappearances—frequently in close proximity to deceased hostiles in what appeared to be self-constructed mortuary tableaux.
TRIAL PERFORMANCE – PHASE REPORTS:
PHASE I – SENSORY OVERLOAD STIMULI: Minimal affect response. Subject exhibited hyper-tolerance to visual and auditory trauma. Pupillary response flat. Cortisol and norepinephrine levels remained within baseline.
PHASE II – PSEUDOFAMILIAL REGRESSION: Subject exhibited disassociation interspersed with muttering in low-register Russian. Increased theta wave activity observed. No attempt made to engage or escape stimuli.
PHASE III – COMBAT SIMULATION: “OPERATION BLOODWOMB” Subject entered acute manic state. Four staff fatalities recorded (see Incident 43-21B). Surveillance footage confirms subject mutilated own legs post-event.
Subject’s behavioral response deemed “instrumental to Murkoff’s Conditioning Index Model (CIM).” Future scenarios will maintain enhanced realism and theological overlay.
EQUIPMENT ADAPTATION:
Post-Phase III trials introduced experimental restraint therapy via subject-specific weaponization. “The Cruciform Lash." Weapon includes multi-hook barbs and hollow needle spines.
Observed behavior includes rhythmic stroking of device, verbal affirmations, and ocular fixation exceeding 8 minutes during idle periods. Technician M. Hargrove notes: “He treats it less like a tool and more like a scared child.”
OBSERVATIONAL NOTES:
Date: 18 March 1950 During authorized exposure session, subject was mounted to cruciform brace. Upon application of controlled electroconvulsant stimuli, subject transitioned from nonverbal rigidity into cadenced speech. Began in military cadence, transitioned into fragmented religious Russian dialect—identified keywords include “Cпасение,” “Кровь,” and “Долг.” (Trans. "Redemption," "Blood," "Duty.")
Subject remains compliant when stimuli-paired with violence. Current state approximates programmed zealotry. Any deviation from protocol induces unpredictable aggression.
Further recommendations:
Maintain cruciform exposure therapy biweekly.
Introduce auditory reinforcement loops during REM cycles.
Deny all unscripted human interaction.
Signed: Dr. Edwin H. Langston Chief of Behavioral Engineering MURKOFF CORPORATION
I plan on writing for him more in the future with more stories that will involve YOU guys!
I cant believe that I have to say this but I do not support anything they do nor do I support anything that happens to them, they are merely an OC that I plan and wish to flesh out with you all in a respectful manner. :)
#outlast 1#outlast trials#outlast 2#outlast oc#x fem!reader#x female reader#x male reader#x male y/n#x gn y/n#x gn reader#upcoming fic#rp
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The Void Crawler - Floor 1: The Main Promenade and The Lift
Introduction
Regardless of who hired you, you have accepted the job to explore the derelict vessel HA Void Crawler. Your mission: figure out what happened, extract the data requested from your patron, get out.
Good luck Lancer, and I’ll see you soon.
Mission Start (LL 0)
The designated insert and extraction point is a cargo hangar bay on the starboard side, near the bow. Schematics indicate that the hangar and hallways leading off from it are large enough to fit most of not all mechs on the market.
The cargo bay is devoid of anything of value. Many of the boxes have been opened, with whatever being inside being taken who knows where.
Scans indicate that the air is breathable, and rats can be found scurrying through the hold. This is despite that reports indicate that the life support systems are down.
As you and your team move through the hall, you notice that the ship is temperate. Despite a decade of being lost in orbit around a small moon, the Void Crawler is completely safe for organic life. You take a step, and feel something soft and wet under your foot.
You stepped on a patch of moss.
As you walk deeper into the vessel, the moss gets more and more prominent. With each step, the air gets crisper, and the moss gets thicker. Eventually the moss shifts to a tall grass, and you swear you saw something move through the brush.
The hall eventually leads to the main promenade. What once was the center of life within this ship, where people would eat, relax, and enjoy their time off. But now it is literally the center of life, as a forest has sprung up in the three floors. Vines hung over the edges of the upper floors as long twisting branches block out the ceiling lights. A pond has formed at the opposite end of the room, being fed from a waterfall pouring from an old cafe on the third floor. God only knows where this water is coming from.
The more eagle eyed lancer's can notice arrows and a blood trail in the dirt. But before this can be investigated, your team recieves a message from your transport.
"Heads up lancer's, we got company. I'm pulling back to a save position. You're on your own until you clear them out."
A reported 4-8 assault grunt mechs, 1 pyro mech, and 1 witch mech had made land fall in the hangar. One should note that while the assault and pyro mechs aesthetically match Harrison Armory (even if Harrison Armory was the company that hired the party), the witch appears to be combination ISP-N and HORUS. As well, the witch would avoid combat when possible. Should the witch be the last NPC mech standing, they will turn invisible and leave.
Once combat is offer, the party will receive the following message for their mech communications, spoken through a text-to-speech style voice:
"H 3 1 1 0 F R 1 3 N D =) 1 M C Y 1 A! 0 F F 3 R R 3 P 1 A R $! H 3 R 3!"
A map of the ship will be uploaded to the mech's systems, with a passage to nearby elevator being hilighted.
Should the party instead focus on exploring the rest of the area, they will find more signs of sentient life. A net by the pond. A carving on a tree. A few tents hastily buried underneath. It's obvious something had lived here. Was it the original crew? Are the rumors of the Void Crawler discovering alien life true? Are they coexisting? There isn't enough evidence to know for certain.
The Lift (LL 1)
Upon entering the elevator that the mysterious message pointed to, it is clear that this isn't a normal elevator. The dimly light room was large enough to fit around ten mechs without issue. Comparing the lift to the map or the vessel provided indicates that this area was too large for where it should be.
All the materials needed to repair mechs, alongside the appropriate printers to print parts and even new mechs are all set up and waiting for use. Alongside this, an appropriate amount of bunks for the party to sleep in, a large freezer containing enough food to last the party indefinitely if rationed correctly, a prototype growth vat to grow even more food if needed, a stockpile of spare clothing, a bathroom (with a shower and laundry machine), and a terminal connected to the omninet. Whenever an expendable resource (such as food or toilet paper) is used, it will be replaced when the party aren’t looking at where it is normally stored. On the terminal, a sloppily hand-written sticky note saying "for u. b ComfY. pLes stAy."
On the opposite side of where you entered, at the right corner, there is metal gray pillar that doesn't match the style of the rest of the lift. The best way to describe it is as if the pillar was phasing through the lift. It is warm to the touch and you can faintly hear the sounds of sloshing liquid coming from inside.
On the pillar, about chest height, is a collection of buttons that resemble to floor buttons of a normal elevator. The buttons are labelled 1-12 (note that the Void Crawler only has seven levels). The 1 button lit up, indicating you are on level 1 (also note you entered the vessel through the fourth floor hangar and did not change floors up to this point).
This lift will act as the main resting place for the party during this mission. The party can use the area to heal from injuries, repair damaged mechs, print out new ones, and acquire licenses. As well, this is also how the party will travel to the other levels of this "dungeon."
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Interesting Papers for Week 2, 2024
Amblyopic stereo vision is efficient but noisy. Alarcon Carrillo, S., Hess, R. F., Mao, Y., Zhou, J., & Baldwin, A. S. (2023). Vision Research, 210, 108267.
When knowledge hurts: humans are willing to receive pain for obtaining non-instrumental information. Bode, S., Sun, X., Jiwa, M., Cooper, P. S., Chong, T. T.-J., & Egorova-Brumley, N. (2023). Proceedings of the Royal Society B: Biological Sciences, 290 (2002).
Active inductive inference in children and adults: A constructivist perspective. Bramley, N. R., & Xu, F. (2023). Cognition, 238, 105471.
Normative and mechanistic model of an adaptive circuit for efficient encoding and feature extraction. Chapochnikov, N. M., Pehlevan, C., & Chklovskii, D. B. (2023). Proceedings of the National Academy of Sciences, 120(29), e2117484120.
Having multiple selves helps learning agents explore and adapt in complex changing worlds. Dulberg, Z., Dubey, R., Berwian, I. M., & Cohen, J. D. (2023). Proceedings of the National Academy of Sciences, 120(28), e2221180120.
The perception of silence. Goh, R. Z., Phillips, I. B., & Firestone, C. (2023). Proceedings of the National Academy of Sciences, 120(29), e2301463120.
Statistical learning across passive listening adjusts perceptual weights of speech input dimensions. Hodson, A. J., Shinn-Cunningham, B. G., & Holt, L. L. (2023). Cognition, 238, 105473.
Acetylcholine‐sensitive control of long‐term synaptic potentiation in hippocampal CA3 neurons. Kassab, R. (2023). Hippocampus, 33(8), 948–969.
Learning the Vector Coding of Egocentric Boundary Cells from Visual Data. Lian, Y., Williams, S., Alexander, A. S., Hasselmo, M. E., & Burkitt, A. N. (2023). Journal of Neuroscience, 43(28), 5180–5190.
Blocking D2/D3 dopamine receptors in male participants increases volatility of beliefs when learning to trust others. Mikus, N., Eisenegger, C., Mathys, C., Clark, L., Müller, U., Robbins, T. W., … Naef, M. (2023). Nature Communications, 14, 4049.
Flexible specificity of memory in Drosophila depends on a comparison between choices. Modi, M. N., Rajagopalan, A. E., Rouault, H., Aso, Y., & Turner, G. C. (2023). eLife, 12, e80923.
Memory and attention: A double dissociation between memory encoding and memory retrieval. Mulligan, N. W., Spataro, P., & West, J. T. (2023). Cognition, 238, 105509.
A functional logic for neurotransmitter corelease in the cholinergic forebrain pathway. Nair, A., Teo, Y. Y., Augustine, G. J., & Graf, M. (2023). Proceedings of the National Academy of Sciences, 120(28), e2218830120.
On the Functional Role of Gamma Synchronization in the Retinogeniculate System of the Cat. Neuenschwander, S., Rosso, G., Branco, N., Freitag, F., Tehovnik, E. J., Schmidt, K. E., & Baron, J. (2023). Journal of Neuroscience, 43(28), 5204–5220.
From Motivation to Action: Action Cost Better Predicts Changes in Premovement Beta-Band Activity than Speed. Pierrieau, E., Berret, B., Lepage, J.-F., & Bernier, P.-M. (2023). Journal of Neuroscience, 43(28), 5264–5275.
Circuit coordination of opposing neuropeptide and neurotransmitter signals. Soden, M. E., Yee, J. X., & Zweifel, L. S. (2023). Nature, 619(7969), 332–337.
Reinforcement learning establishes a minimal metacognitive process to monitor and control motor learning performance. Sugiyama, T., Schweighofer, N., & Izawa, J. (2023). Nature Communications, 14, 3988.
Natural statistics support a rational account of confidence biases. Webb, T. W., Miyoshi, K., So, T. Y., Rajananda, S., & Lau, H. (2023). Nature Communications, 14, 3992.
Subspace partitioning in the human prefrontal cortex resolves cognitive interference. Weber, J., Iwama, G., Solbakk, A.-K., Blenkmann, A. O., Larsson, P. G., Ivanovic, J., … Helfrich, R. (2023). Proceedings of the National Academy of Sciences, 120(28), e2220523120.
Trait anxiety is associated with hidden state inference during aversive reversal learning. Zika, O., Wiech, K., Reinecke, A., Browning, M., & Schuck, N. W. (2023). Nature Communications, 14, 4203.
#neuroscience#science#research#brain science#scientific publications#cognitive science#neurobiology#cognition#psychophysics#neurons#neural computation#neural networks#computational neuroscience
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How Does QR Code Technology Work?
Introduction
A QR code (Quick Response code) is a widely used technology that allows users to scan and access digital information instantly.
From mobile payments and marketing to product tracking and event check-ins, QR codes have become a convenient tool in everyday life.
But how does QR code technology work, and what makes it so efficient?
Understanding the mechanics behind QR codes helps explain why they are a reliable and versatile solution for digital interactions.

The Basics of QR Code Technology
1. What Is a QR Code?
A QR code is a two-dimensional barcode that can store various types of data, including:
Website links
Contact details
Text messages
Payment information
Product details
Unlike traditional barcodes that only store information in one direction (horizontally), QR codes store data in both horizontal and vertical patterns.
This allows QR codes to hold significantly more data than regular barcodes.
Read more:
Can I generate a QR code without an internet connection?
Can I add a company logo inside a QR code?
2. How QR Codes Are Structured
A QR code consists of a unique black-and-white square pattern with several key components:
Positioning Markers: Large squares in three corners that help scanners detect the QR code’s orientation.
Alignment Patterns: Smaller squares inside the QR code that help with accurate reading, even if the code is slightly distorted.
Timing Patterns: Alternating black and white modules that assist the scanner in determining data position.
Data Modules: The actual encoded information stored in the QR code.
Error Correction Codes: Allow the QR code to remain functional even if part of it is damaged or obscured.
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How a QR Code Stores and Encodes Data
1. Encoding Data in a QR Code
When a QR code is generated, the data is converted into a binary format, which is then arranged into a pattern of black and white squares.
Each small square (or module) represents a specific piece of information that is processed by a QR scanner.
The QR code’s error correction system ensures that even if some parts of the code are missing or smudged, it can still be scanned correctly.
2. QR Code Error Correction Levels
QR codes use Reed-Solomon error correction, which allows them to function even if they are partially damaged.
There are four levels of error correction:
Level L (Low): Can restore up to 7% of damaged data.
Level M (Medium): Can restore up to 15% of damaged data.
Level Q (Quartile): Can restore up to 25% of damaged data.
Level H (High): Can restore up to 30% of damaged data.
Higher error correction levels are often used for QR codes printed on physical materials that may experience wear and tear.
How QR Codes Are Scanned
1. The Scanning Process
Scanning a QR code involves the following steps:
Camera or Scanner Detection: A device (smartphone, tablet, or QR scanner) captures the QR code’s image.
Decoding the Pattern: The scanner processes the black-and-white modules and converts them into binary data.
Extracting Information: The data is interpreted and displayed, such as opening a website, retrieving contact details, or making a payment.
2. Different Ways to Scan a QR Code
QR codes can be scanned using:
Smartphone cameras (iOS and Android)
QR code scanner apps
Google Lens and built-in AI recognition
Retail barcode scanners
Most modern smartphones have built-in QR code scanning features, eliminating the need for third-party apps.
Types of QR Codes
1. Static QR Codes
Static QR codes store fixed information that cannot be changed after generation.
Examples include:
Website URLs
Contact details (vCard)
Text messages
These QR codes are best for long-term use where information does not need updating.
2. Dynamic QR Codes
Dynamic QR codes store editable links that can be updated or modified even after the QR code is generated.
They are used for:
Marketing campaigns
Event tickets
Payment processing
Dynamic QR codes are more flexible and often come with tracking features for analytics.
Applications of QR Code Technology
1. Mobile Payments
QR codes are widely used for digital transactions through services like Apple Pay, Google Pay, and WeChat Pay.
Users can scan a QR code to complete payments securely and efficiently.
2. Marketing and Advertising
Businesses use QR codes on:
Flyers and posters to link to promotional websites.
Product packaging for additional details or discounts.
Social media to provide quick access to brand profiles.
3. Contactless Menus and Ordering
Restaurants and cafes use QR codes for digital menus, allowing customers to order without touching physical materials.
4. Event Ticketing and Check-Ins
QR codes simplify event entry by replacing paper tickets with scannable digital passes.
5. Healthcare and Medical Records
Hospitals and clinics use QR codes for:
Patient identification.
Accessing medical history.
Booking appointments.
The Future of QR Code Technology
1. AI and Machine Learning Integration
Future QR code scanners will use AI-powered recognition for more accurate and faster scanning.
2. Blockchain-Based QR Codes
Blockchain technology will enhance security for QR-based transactions, making them safer against fraud.
3. Smart QR Codes with Augmented Reality
Upcoming QR code versions may integrate augmented reality (AR) for interactive experiences in retail and education.
Conclusion
A QR code works by encoding data into a pattern of black-and-white squares, which are then scanned and decoded into usable information.
With features like error correction, dynamic editing, and advanced scanning capabilities, QR codes have become a versatile tool in modern technology.
As QR code technology continues to evolve, its applications will expand into even more industries, making it an essential part of digital interactions.
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Introducing IndiMag 2: Versatile, Precise, and Easy to Use

Versatile
The IndiMag 2 offers a broad range of applications, designed to process from 1 to 48 samples in a single run, accommodating up to 4 washing steps. This flexibility ensures it meets the demands of diverse laboratory environments, making it a versatile tool for various nucleic acid isolation needs.
Precise
IndiMag 2 boasts an extensive temperature range from 4°C to 100°C, providing precise control for various processes:
Heat up to activate or accelerate reactions: Reach up to 100°C to ensure efficient reaction activation and acceleration.
Cool down to stabilize extracted nucleic acids: Maintain temperatures as low as 4°C to protect sensitive DNA or RNA samples post-extraction.
Easy to Use
Designed with user convenience in mind, IndiMag 2 features:
Intuitive touchscreen interface: Simplifies operation with a user-friendly display.
Quick and easy deck loading: Streamlines the sample preparation process.
Inbuilt UV light for process safety: Ensures efficient decontamination to maintain sample integrity and prevent cross-contamination.
Discover IndiMag 2
Watch our video to see the user-friendly, versatile benchtop instrument for automated magnetic-bead based nucleic acid isolation in action. Experience how the IndiMag 2 can revolutionize your laboratory workflow with its superior performance and ease of use.
Key Features
Stronger magnets for higher performance: Enhanced magnetic strength ensures superior nucleic acid isolation.
Precise temperature control: Capable of cooling down to 4°C and heating up to 100°C.
Intuitive touchscreen interface: Facilitates easy operation and protocol management.
LED status light: Provides clear visual status updates.
USB port: Enables easy data transfer and protocol updates.
Inbuilt UV light: Ensures efficient decontamination for process safety.
Technical Specifications
Loading capacity: Up to 48 samples per run.
Dimensions: 60 cm (W) x 73 cm (H) x 80 cm (D).
Net weight: 32 kg (approximately 40 kg with packaging).
Power requirements: 100–240 V/AC (+/- 10%) / 600 Watt (internal 24 V).
Operating conditions: Suitable for laboratory environments with temperatures from +5 to +40°C and relative humidity from 20% to 80% (non-condensing).
Operating altitude: 0 to 5000 m.
User interface: Touchscreen, no PC required.
Protocol storage: Preloaded with protocols for IndiMag kits and cartridges, with the capacity for 90 custom protocols.
Warranty: 2 years, with additional service plans available.
Prefilled IndiMag Cartridges
Enhance your workflow efficiency with prefilled IndiMag cartridges. These cartridges, prefilled with reagents, ensure faster and more consistent workflows, complementing the IndiMag 2’s advanced features.
Light Up Your Lab
IndiMag 2 brings superior magnetic bead-based nucleic acid isolation to your lab with precise temperature control, an open platform, a built-in computer, an intuitive touchscreen, and an intelligent status light.
Book a Demo Today
Experience the revolutionary IndiMag 2 in action. Book a demo on Indicial bioscience today and see how it can transform your laboratory processes with its versatile, precise, and easy-to-use features.
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Exploring the Benefits of AI Tools for Students
Helpful Ai Tools for Students, students are constantly seeking ways to enhance their productivity and efficiency in academic tasks. One of the most significant advancements aiding students is the integration of Artificial Intelligence (AI) tools into their learning environments. These tools offer a myriad of benefits, revolutionizing how students approach various tasks and empowering them to excel in their academic journey. Let's delve into the benefits of these AI tools and how they are shaping the educational landscape.
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Enhancing Productivity with AI Tools
Helpful AI Tools for Students
AI tools designed specifically for students are tailored to streamline their workflow and improve their overall productivity. These tools encompass a range of functionalities, from organizing study materials to assisting in complex calculations and data analysis. Students can leverage these tools to:
Organize Study Materials: AI-powered tools can categorize and organize study materials, making it easier for students to access relevant information swiftly. This organization helps in creating structured study plans and aids in better retention of knowledge.
Automate Research: AI algorithms can sift through vast amounts of data to extract relevant information, saving students valuable time in their research endeavors. By automating this process, students can focus more on analyzing the data and deriving meaningful insights.
Improve Writing Skills: AI writing assistants are equipped with grammar and style-checking capabilities, helping students refine their writing skills. These tools provide real-time suggestions for improving clarity, coherence, and overall quality of written assignments.
Enhance Learning Experience: AI-based educational platforms offer personalized learning experiences by adapting content and pacing according to individual student needs. This adaptive learning approach ensures that students grasp concepts effectively and progress at their optimal pace.
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Video Lecture Transcription AI Tool
One of the most beneficial AI tools for students is the Video Lecture Transcription AI Tool. This tool transcribes audio content from video lectures into text format, making it easier for students to review and study the material. Key advantages of this tool include:
Accessibility: Transcribed lectures enhance accessibility for students with hearing impairments or language barriers, ensuring inclusivity in education.
Revision Aid: Students can refer to transcribed lectures while revising topics, reinforcing their understanding and clarifying any missed points during live sessions.
Note-taking Assistance: Transcriptions serve as comprehensive notes, allowing students to focus on understanding concepts rather than frantically jotting down information during lectures.
AI Writer for Students
Another invaluable Ai Writer for Students is the AI Writer, designed to assist students in generating high-quality written content effortlessly. This tool offers several benefits:
Time Efficiency: AI Writers can quickly generate well-structured essays, reports, and research papers, saving students hours of manual writing and editing.
Content Enhancement: AI Writers provide suggestions for improving vocabulary, sentence structure, and overall coherence, helping students elevate the quality of their written work.
Plagiarism Prevention: These tools often include plagiarism detection features, ensuring that students' work is original and academically sound.
Ai Formula Generator Bot for Excel
For students engaged in STEM fields or data analysis, the Ai Formula Generator Bot for Excel is a game-changer. This tool automates complex calculations and formula generation, offering the following advantages:
Accuracy: The AI Bot ensures accurate calculations, reducing the risk of human error in complex mathematical tasks.
Time-saving: Students can complete intricate data analysis and computations in Excel efficiently, freeing up time for in-depth analysis and interpretation of results.
Learning Support: By automating repetitive tasks, the AI Bot allows students to focus on understanding underlying concepts and theories, enhancing their learning experience.
Conclusion
AI tools have become indispensable assets for students, offering a wide array of benefits that streamline tasks, enhance learning experiences, and foster academic success. From organizing study materials to automating complex calculations and improving writing skills, these tools empower students to achieve their full potential in an increasingly digital-driven educational landscape. As AI continues to evolve, its integration into education promises even greater innovations and opportunities for students worldwide.
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A Guide To Scraping H&M Products With Python And BeautifulSoup For Enhanced Business Insights
A Guide To Scraping H&M Products With Python And BeautifulSoup For Enhanced Business Insights
Retail industries are competing at a high pace. Hence, to stay competitive, retail data scraping has become imperative. This process involves extracting crucial information from competitors' websites, monitoring pricing strategies, and analyzing customer reviews. Retailers utilize H&M product data scraping service to gain insights into market trends, optimize pricing strategies, and enhance inventory management. By staying informed about competitors and market dynamics, businesses can make data-driven decisions, adapt swiftly to changes, and ultimately provide customers with a more competitive and responsive shopping experience. However, ethical practices and compliance with legal requirements are crucial to ensure the responsible use of retail data scraping.
About H&M
Hennes & Mauritz AB is abbreviated as H&M. Since 1947 it has grown into one of the world's prominent fashion retailers, offering a wide range of accessories, clothing, and footwear for men, women, and children. Known for its affordable and trendy fashion, H&M operates globally with a vast network of stores and an online presence, making fashion accessible to a broad consumer base. The company is also committed to sustainability and has initiatives to promote ethical and environmentally conscious practices in the fashion industry. Scrape H&M product data to gather information on product details, prices, and availability for analysis and business insights.
List of Data Fields
Product Name
Product Category
Description
SKU
Brand
Size
Availability
Price
Images
Reviews
Ratings
Specifications
Shipping Information
Significance of Scraping H&M Retail Data
Scraping H&M retail data holds significant strategic importance for businesses aiming to stay competitive and informed in the dynamic retail landscape. Here's a detailed exploration of its significance:
Competitor Intelligence: Web scraping H&M data provides retailers with a comprehensive understanding of their competitors' pricing, product offerings, and promotional strategies. This competitive intelligence is crucial for making informed decisions and staying relevant in the market.
Pricing Strategy Optimization: Retailers can use Ecommerce Data Scraping Services to optimize their pricing strategies by analyzing scraped pricing data from H&M. This includes adjusting prices to remain competitive, offering discounts strategically, and responding promptly to market changes.
Inventory Management Enhancement: Monitoring H&M's product availability and stock levels through web scraping allows retailers to fine-tune their inventory management. It helps minimize stockouts, prevent overstock situations, and ensure efficient supply chain operations.
Market Trend Identification: Scraping H&M data enables businesses to identify and capitalize on emerging market trends. Analyzing product preferences and trends on the H&M platform helps retailers align their offerings with evolving consumer demands.
Customer Preferences Analysis: Examining customer reviews, ratings, and feedback on H&M products using E-Commerce Product Data Scraper gives retailers insights into consumer preferences. This information is invaluable for tailoring product assortments and enhancing the customer experience.
Strategic Decision-Making: The scraped data from H&M serves as a foundation for strategic decision-making. Retailers can adapt their business strategies based on observed patterns, ensuring agility in response to changing market conditions.
Product Assortment Planning: Detailed information on H&M's product categories, styles, and assortments aids retailers in planning their product range. It helps in aligning offerings with current fashion trends and customer expectations.
User Experience Enhancement: Utilizing scraped data empowers retailers to enhance the overall user experience. By incorporating successful elements observed on the H&M platform, businesses can optimize their website design, marketing strategies, and customer engagement tactics.
Today, we'll explore scraping H&M products with Python and BeautifulSoup in an uncomplicated and elegant way. This article introduces you to real-world problem-solving, ensuring simplicity and practical results for a quick understanding.
To begin, ensure you have Python 3 installed. If not, install Python 3 before proceeding. Next, install Beautiful Soup with:pip3 install beautifulsoup4
Additionally, we require library requests, lxml, and soupsieve to fetch data, convert it to XML, and utilize CSS selectors. Install these libraries by using the following command:pip3 install requests soupsieve 1xml
Save this as scrapeHM.py.
If you execute it:python3 scrapeHM.py
You will observe the entire HTML page.
When deploying this in production and aiming to scale to numerous links, encountering IP blocks from H&M is likely. To address this, employing a rotating proxy service becomes essential. Utilizing a Proxies API enables routing calls through a vast pool of residential proxies, mitigating the risk of IP blocks.
Feel free to get in touch with iWeb Data Scraping for comprehensive information! Whether you seek web scraping service or mobile app data scraping, our team can assist you. Contact us today to explore your requirements and discover how our data scraping solutions can provide you with efficiency and reliability tailored to your unique needs.
Know More: https://www.iwebdatascraping.com/scraping-h-and-m-products-with-python-and-beautifulsoup.php
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What Is H&M?
H&M is a multinational Clothing-Retail & Accessories providing company that provides clothes for men, women, teenagers, and Children. H&M operates in more than 74 countries with 5000+ stores in the world with various company brands and have over 1,26,000 full-time employees. H&M is the world’s 2nd largest clothing retail company. H&M provides online shopping in 33 countries. The estimated revenue of H&M is $25.191 Billion.
List Of Data Fields
At RetailGators, we extract the required data fields given below. We extract H&M using Web Scraper Chrome Extraction.
Product Name
Price
Number of Reviews
Product Description
Product Details
Category of Cloths
Product Color
Product Size
Product Type
How We Scrape Data From H&M?
H&M allows you to search for different products that can be filtered as per factors like product price, product type, size, color, and many others. The Scraper will allow you to scrape data from the H&M as per your requirements. You need to select filters for your data you need to copy the equivalent URL.
H&M Data Scraping Tool helps you to collect structured data from H&M from the traffic using H&M normally. H&M scraper helps you to extract product data from H&M fashion online store. It allows you to scrape the whole site, particular categories, and products.
H&M Scraper
After adding an extension, you need to right-click anywhere on a page, or you need to inspect and develop tools and a popup will come up. Click on the tab name Web Scraper and you can go on to ‘Create New Sitemaps�� after that you need to click on the button and can easily import the sitemap option. RetailGators helps you to download the data into many different formats like CSV, JSON, and Excel.
Why RetailGators?
We have a professional team that helps you immediately if you have any problems while using H&M Data Scraping Services. Our eCommerce Data Scraping Services is capable, reliable, and offer you quick results without any error.
Scraping H&M Scraping Services helps you to save your time, money, and efforts. We can scrape data in a couple of hours, which might take a week or days if you do it yourself.
We are working on H&M Data Scraping Service Using Google Chrome that extract the required data.
Our expert team of H&M Data Scraping Services API knows how to convert unstructured data into structured data.
So if you are looking for the best H&M Product Data Scraping Services, then contact RetailGators for all your queries.
source code: https://www.retailgators.com/how-to-scrape-product-data-from-h-and-m-using-google-chrome.php
#scrape h&m product data#extract h&m product data#Scrape Data from H&M#ecommerce web scraping tool#ecommerce data scraping service
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How to Extract Product Data from H&M with Google Chrome?
Data You Can Scrape from H&M
Product’s Name
Pricing
Total Reviews
Product’s Description
Product’s Details

Requests
Google’s Chrome Browser: You would require to download the Chrome browser and the extension requires the Chrome 49+ version.
Web Scraping for Chrome Extension: Web Scraper extension could be downloaded from Chrome’s Web Store. Once downloaded the extension, you would get a spider icon included in the browser’s toolbar.
Finding the URLs
H&M helps you to search products that you could screen depending on the parameters including product types, sizes, colors, etc. The web scraper assists you to scrape data from H&M as per the requirements. You could choose the filters for data you require and copy corresponding URLs. In Web Scraper toolbars, click on the Sitemap option, choose the option named “Edit metadata’ to paste the new URLs (as per the filter) as Start URL.
For comprehensive steps about how to extract H&M data, you may watch the video given here or continue to read:
Importing H&M Scraper
After you install the extension, you can right-click anyplace on the page and go to the ‘Inspect’ option as well as Developer Tool console would pop up. Just click on the ‘Web Scraper’ tab and go to the ‘Create new sitemap’ option as well as click on the ‘Import sitemap’ button. Now paste JSON underneath into Sitemap’s JSON box.
Running the Scraper
To start extracting, just go to the Sitemap option and click the 'Scrape' alternative from the drop-down menu. Another window of Chrome will come, permitting the extension for scrolling and collecting data. Whenever the extraction is completed, the browser will be closed automatically and sends the notice.
Downloading the Data
For downloading the extracted data in a CSV file format, which you could open with Google Sheets or MS Excel, go to the Sitemap’s drop-down menu > Export as CSV > Download Now.
Disclaimer: All the codes given in our tutorials are for illustration as well as learning objectives only. So, we are not liable for how they are used as well as assume no liabilities for any harmful usage of source codes. The presence of these codes on our website does not indicate that we inspire scraping or scraping the websites given in the codes as well as supplement the tutorial. These tutorials only assist in illustrating the method of programming data scrapers for well-known internet sites. We are not indebted to offer any help for the codes, in case, you add your different questions in a comments sector, and we might occasionally address them.
#scrap data from H&M#importing H&M scraper#product data scraping#Web scraper#Data scraping services#Extract product data
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Data Science meets the Many Body Problem
Since the machine learning course I did this semester at Tsinghua university was mainly focused on typical data science applications, I was curious in how far those methods can be applied in physics. Of course it is nothing new that neural networks can in principle also be used for physical applications - however, tensor network methods still seem to be dominant in the field of numerical many body physics. Thus, I decided to dive in a little into the literature about the usage of Restrictive Boltzmann Machines (RBM) in many body physics.
What are RBMs?
Usually, RBMs are used for instance for recommendation tasks (e.g. video recommendations on video platforms) and many more. In general, it is a unsupervised learning technique which makes use of minimizing its "energy". Thus, the intuition behind RBMs is, despite their data science applications, already related to physics: We will see that it is no surprise that "Boltzmann" is part of the name of this method. An RBM utilizes input data, tries to extract meaningful features from it and wants to find the probability distribution over the input. This follows the physical intuition as follows: The RBM is a neural network with two layers, a hidden and a visible layer, where each node can adopt binary values. An example network looks like:
where the x denote the visible nodes, the h the hidden nodes and W denotes the weights between both layers. Note that there are no links in between the nodes of a single layer; this is why these networks are called restricted Boltzmann machines.
The network is governed by a corresponding energy function as:
where we also have the offsets of the single nodes (a for the visible nodes and b for the hidden nodes). Given this energy function, one can determine the probability distribution by the Boltzmann distribution where Z is a partition function, as familiar from classical statistical physics. As usual, the energy is supposed to be minimized, what is done by the learning algorithm of the RBM but this should not explained here since it would go beyond the scope of a brief blog entry. At this point I'd only like to mention that there are some difficulties determining e.g. the partition function (which is intractable in general) and that this requires some sophisticated algortihms. If you're interested in this and how the RBMs work exactly, a neat and far more rigorous introduction into RBMs can be found here.
One side note at this point: RBMs were introduced by Geoffrey Hinton after John Hopfield (a physicist) invented the so-called Hopfield networks which are also such an energy based mechanism, based on the physical intuition of Ising models.
Note that so far we only talked about the RBMs as they are used in data science - despite their physical intuition, they had so far nothing to do with neither quantum mechanics nor the many body problem. This is what comes next.
How can this be linked to condensed matter?
As introduced in [1], an RBM that can represent a quantum many body state would look like this:
In comparison to the previous network we changed the labels from x to σ, where the σ's denote e.g. spin 1/2 configurations, bosonic occupation numbers and so on. For them one has to choose a basis, e.g. the σ^z basis. This configuration can be summarized in the set S. Hence, the visible nodes are the N physical nodes of the system. The M hidden nodes h play the role of auxiliary (spin) variables. The authors describe the understanding of such a neural-network quantum state as follows: "The many-body wave function is a mapping of the N−dimensional set S to (exponentially many) complex numbers which fully specify the amplitude and the phase of the quantum state. The point of view we take here is to interpret the wave function as a computational black box which, given an input manybody configuration S, returns a phase and an amplitude according to Ψ(S)" [1, p.2]. Thus, one gives a certain spin configuration as input and the RBM generates the state, in the following form:
Thus, once can recognize that the form of such a neural-network quantum state adopts a similar form as the aforementioned Boltzmann distribution (exponential of energy function). However, there is additionally a sum over all possible hidden configurations which specifies the full state. After setting a state up in this form, one aim could be to find the ground state corresponding to a certain Hamiltonian, and according to the authors of [1], their RBM method gives decent results for this task!
Similarity to tensor networks
Interesting is, that this framework (even though it appears very different) has some analogous quantities as tensor network states. For example, the representational quality of a neural-network quantum state can be increased by increasing the number of hidden states: Thus, the ratio M/N plays a similar role as the bond dimension of a tensor product state! There are many more similarities, which should not be discussed here but can be found in [3].
Nevertheless, I'd like to mention an important distinction, which is also crucial for tensor network states, because some algorithms (DMRG etc.) can only handle area law states properly. While volume law states have an entanglement entropy which scales with the volume of the partitions of a state, an area law state has a scaling only proportionally with the area of the cut. Area law states can be handled better numerically, because the bond dimension of tensor network states explode for volume law states (more on tensor networks and area law can be found in [4]). According to [2] the difference between area law states and volume law states can be captured in a neat way with RBM states: While volume law states must have full connections between the hidden and physical nodes, an area law state has fewer links - this imposes locality in a sense. The RBM states thus give a neat intuition between the differenece of both kinds of states.
All in all, RBMs seem to be an interesting approach to connect both data science methods and many body physics. It may be that they have strengths which the usual tensor networks approaches lack: for instance, the authors of [2, p.888] claim that it might be possible that RBMs might be able to handle volume law states better than usual tensor network approaches do, which would be of course a major benefit. Since I haven't heard of this approach within the condensed matter framework before, I'm very curious how the importance of this method will evolve in future research!
--- References:
[1] Carleo, Troyer, Solving the Quantum Many-Body Problem with Artificial Neural Networks, arXiv:1606.02318
[2] Melco, Carleo, Carrasquilla, Cirac, Restricted Boltzmann machines in quantum physics, https://doi.org/10.1038/s41567-019-0545-1
[3] Chen, Cheng, Xie, Wang, Xiang, Equivalence of restricted Boltzmann machines and tensor network states, arXiv:1701.04831
[4] Hauschild, Pollmann, Efficient numerical simulations with Tensor Networks: Tensor Network Python (TeNPy), arXiv:1805.00055
#mysteriousquantumphysics#quantum physics#many body physics#education#studyblr#physics#physicsblr#machine learning#neural networks#artificial intelligence#women in science#tsinghua university
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Download sims 2 without disc
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Learn the alphabet with Spy Camp
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L: "Last week, he froze my chemistry textbook in liquid nitrogen. I didn't realize he'd done it until I dropped it in the mess hall and it shattered."
M: "...might seem surprising that the principal of the CIA's academy for future intelligence agents wasn't intelligent himself- but then, both the CIA and the academy are run by the government."
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V. Adding missing body parts / Frankenmeshing / Finishing touches
(Previous: IV. The most useful meshing tools in Blender)
I know I promised to finally talk about uv maps, but I realised I forgot to cover some tiny, but important meshing-related details. Originally I hoped I could mention them in the parts dedicated to uvs or clones, but somehow they didn't properly fit into any of those topics, so I decided it'd be better to make a separate post about them. I probably will have to re-mention some of this stuff later though, so sorry in advance for anything being redundant!
1) Adding missing body parts
I mentioned a long time ago that my dress, being made from a top, comes without legs. It's not a problem, as it's supposed to be floor-length anyway – but what if it wasn't? What if it reached e.g. only until knees? Or what if you accidentally (or not) deleted/messed up some other body parts, like hands or neck, and wanted to replace them?
To fix this, first of all we need to get the right body meshes from S4S.
It's almost the same steps as in the very beginning, when we were getting the top which we used as a base for the dress. Open S4S, choose 'Create 3D mesh' under CAS and then click the CAS button. Just as back then, you'll see a list of all EA CAS assets existing in your game.
To find meshes of different body parts, type 'nude' in the box in the top right corner. No worries, it's The Sims, everything is safe for work (a.k.a. Barbie-style).
Now you have to select whatever it is that you need. Let's stick to the idea of a knee-length dress in need of some legs. Click the female naked bottom (if you're not sure which one is which, hover over the picture; it'll tell you if it's yf – young female – or ym - young male) and then hit 'Next'.
You'll be asked to name your package, but – just like in case of the top – it completely doesn't matter. It's only the mesh we want – once it's extracted, we can delete the package file.
Now that the package is created, you can access its data. Again, just like in case of the top: go to 'Meshes' and click the 'Export mesh' button. Make sure NOT to change the LOD!
You can close S4S now – that was all we needed from it.
Before we go back to our mesh, I suggest we open the newly extracted legs' mesh, select all the vertices (a) and remove doubles (w, choose from the list). By default each mesh coming straight from S4S is cut in certain places (I guess wherever there are cuts in the uv-1?) - and in case of a naked body such cuts are most definitely not needed.
Save and close.
Now, open the mesh which needs the legs. For this tutorial, I cut off the bottom part of the dress I was making. As you can see, it's very legless.
Go to Object Mode (tab), open the 'File' menu and choose 'Append'.
Now you have to find your extracted legs' mesh. However, you'll notice that just selecting the right blend file isn't enough – when you click it, it opens like a normal folder, making you choose from more specific contents of the blend file/package. Here comes the tricky and very important part: the mesh data sits in the 'Object' folder, NOT in 'Mesh'. When you open the 'Object' folder, you'll find inside the file you're looking for: s4studio_mesh_1. Select it and click 'Append from Library'.
Kaboom!
As you're going to join the legs with your mesh anyway, you can safely delete the bone_shape.001 and rig.001. You don't need them and they'll just be making your blend file bigger. It's only the mesh that's necessary.
Now we need to edit the appended legs by deleting the parts which we don't need. Select the legs' mesh, go to edit mode, turn on the x-ray and select (b) everything which will be hidden underneath the skirt. Leave some margin though!
Delete (x) the selected vertices and go back to object mode.
As you can see, right now your dress and the legs are separate from each other – in other words, they are separate cuts. And while some (...many...) EA meshes include several cuts, they are never cut in this way. We need to join them.
Select the legs' mesh on the right and, while holding shift, the dress' mesh. Then simply press ctrl+j. That's all! The legs are where they're supposed to be.
In case you're interested, if you want to do the opposite – turn a part of your mesh into a new cut – select that part, press p and choose 'selection' from the drop-down menu.
Of course, appending isn't limited to saving your dresses from leglessness. As mentioned, the same principle can be used for adding any other body parts... Or even clothes.
2) Frankenmeshing
There's not much I can say to it right now, without going into cuts, weights and uv maps, but if you want to try it, that's your starting point. You extract a couple of meshes from S4S, open one of them and then append the other ones. Depending on what it is that you're frankenmeshing, it might take some time to clean the meshes (i.e. delete the unwanted vertices). In most cases it's also very important to connect the vertices of the separate parts once you join the cuts! If you combine top A with sleeves B, or top C with skirt D, you have to merge the vertices where those parts connect – otherwise it'll at the very least look weird, and that's only a best case scenario.
3) Closing the mesh
I kind of mentioned this one last time, but I guess it won't hurt to explain it once again, this time properly. Whether your dress is short or super long, if you look at it from the bottom, you'll see that it's... Empty. Transparent. Unfinished. The legs – or feet – are ending apruptly, as if cut by a saw. We don't want to see it. That's why we need to close it.
(I remember when I was just learning to mesh I found this part super weird. I thought I'd rather not cut the legs, but duplicate the skirt and flip direction, to make it have both sides, just like in real life. While this idea is not completely ridiculous and can even be useful in certain cases (e.g. when you're making a half-transparent skirt – if it's see-through, you do need the legs to actually be underneath), there are two big reasons why you shouldn't do it: one, it might be very hard to get rid of any clipping, and two, the polycount could potentially kill you. Just in case you're having similar thoughts right now :) )
Select the lowest row of vertices. It might be a bit tricky now that the legs are appended – you might want to separate them into a new cut for a second, just so that they wouldn't be getting in your way. Or just hide them with h. Another easy method is selecting the row on the uv map, but we haven't covered this one yet, so let's stick to separating legs for now. Turn the x-ray on and, while in front view, select the row.
As mentioned last time, this lowest row is supposed to be a sharp edge, so before you proceed, mark it as sharp (ctrl+e)!
Turn the camera a bit to see what's going on underneath. Now extrude the vertices (e) and scale them (s). Click wherever.
As you can see, the new, extruded circle is selected now. Press alt + m to merge those vertices and, from the drop-down menu, select 'at center'.
Personally I don't like it when the bottom of a dress is so completely flat, so I move that middle point a bit higher, along the z axis (g, z). That's also one of the reasons why I left that leg margin earlier. I guess you don't have to do it, but I think it makes it look a bit more natural.
If you separated the legs, you can once again adjoin them to the main mesh now.
It's very important to close any open ends your mesh might have. The bottom of your dress/skirt, cuffs, necklines, sleeves if they're short – everything must be closed, otherwise you'll notice it in the game, sooner or later. It's fine if you don't do it now – you might want to wait until you're done with uvs and weights – but eventually you have to do it. Just for a little crack, here's a screenshot I took while testing one of my dresses. It's floor-length, so it shouldn't matter if it's closed or not, right?
That’s how it ends.
***
The long-awaited uvs tutorial will follow very soon, unless I suddenly get some urgent project to work on. I know how badly it's needed, so it's scheduled now, like any normal job-related stuff. And as hard as it might be to believe, I'm actually quite good at meeting deadlines if they're set in stone – I might not enjoy it, but I get stuff done on time. Stay tuned!
(Next: VI a. UV_0)
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Exploring the Benefits of AI Tools for Students
Helpful Ai Tools for Students, students are constantly seeking ways to enhance their productivity and efficiency in academic tasks. One of the most significant advancements aiding students is the integration of Artificial Intelligence (AI) tools into their learning environments. These tools offer a myriad of benefits, revolutionizing how students approach various tasks and empowering them to excel in their academic journey. Let's delve into the benefits of these AI tools and how they are shaping the educational landscape.
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Enhancing Productivity with AI Tools
Helpful AI Tools for Students
AI tools designed specifically for students are tailored to streamline their workflow and improve their overall productivity. These tools encompass a range of functionalities, from organizing study materials to assisting in complex calculations and data analysis. Students can leverage these tools to:
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Automate Research: AI algorithms can sift through vast amounts of data to extract relevant information, saving students valuable time in their research endeavors. By automating this process, students can focus more on analyzing the data and deriving meaningful insights.
Improve Writing Skills: AI writing assistants are equipped with grammar and style-checking capabilities, helping students refine their writing skills. These tools provide real-time suggestions for improving clarity, coherence, and overall quality of written assignments.
Enhance Learning Experience: AI-based educational platforms offer personalized learning experiences by adapting content and pacing according to individual student needs. This adaptive learning approach ensures that students grasp concepts effectively and progress at their optimal pace.
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Video Lecture Transcription AI Tool
One of the most beneficial AI tools for students is the Video Lecture Transcription AI Tool. This tool transcribes audio content from video lectures into text format, making it easier for students to review and study the material. Key advantages of this tool include:
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Revision Aid: Students can refer to transcribed lectures while revising topics, reinforcing their understanding and clarifying any missed points during live sessions.
Note-taking Assistance: Transcriptions serve as comprehensive notes, allowing students to focus on understanding concepts rather than frantically jotting down information during lectures.
AI Writer for Students
Another invaluable Ai Writer for Students is the AI Writer, designed to assist students in generating high-quality written content effortlessly. This tool offers several benefits:
Time Efficiency: AI Writers can quickly generate well-structured essays, reports, and research papers, saving students hours of manual writing and editing.
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Plagiarism Prevention: These tools often include plagiarism detection features, ensuring that students' work is original and academically sound.
Ai Formula Generator Bot for Excel
For students engaged in STEM fields or data analysis, the Ai Formula Generator Bot for Excel is a game-changer. This tool automates complex calculations and formula generation, offering the following advantages:
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Time-saving: Students can complete intricate data analysis and computations in Excel efficiently, freeing up time for in-depth analysis and interpretation of results.
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Conclusion
AI tools have become indispensable assets for students, offering a wide array of benefits that streamline tasks, enhance learning experiences, and foster academic success. From organizing study materials to automating complex calculations and improving writing skills, these tools empower students to achieve their full potential in an increasingly digital-driven educational landscape. As AI continues to evolve, its integration into education promises even greater innovations and opportunities for students worldwide.
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Scrape H&M Product Data Using Google Chrome And Reveal Fashion Trends
Scrape H&M Product Data Using Google Chrome And Reveal Fashion Trends

Retail data scraping is a transformative process that involves the automated extraction of valuable information from various online retail sources. This technique utilizes web scraping tools and algorithms to collect data from e-commerce websites, including product details, prices, customer reviews, and inventory levels. Retailers and businesses leverage data scraping to gain insights into market trends, monitor competitor activities, optimize pricing strategies, and enhance overall decision-making processes. By harnessing the power of retail data scraping , organizations can stay agile in the highly competitive retail landscape, adapt to consumer preferences, and make data-driven decisions to drive success in the dynamic world of online commerce. Scrape retail data to unlock a wealth of insights, including product trends, pricing strategies, competitor analysis, and consumer behavior. This invaluable information collected using Ecommerce Data Scraping Services empowers businesses to make informed decisions, optimize operations, and stay ahead in the ever-evolving retail landscape.
About H&M

H&M, the Swedish fashion trailblazer born in 1947, isn't just a retailer; it's a curator of style accessible to all. With a knack for blending affordability and trendsetting designs, H&M transforms fashion into a democratic art form. Beyond clothing, it's a cultural force, collaborating with icons and embracing sustainability. H&M isn't merely a store; it's a global fashion ecosystem that democratizes chic, turning every shopping experience into a rendezvous with affordable elegance and the pulse of contemporary style. Scrape H&M retail data to gain valuable insights into the latest fashion trends, pricing strategies, and inventory dynamics, empowering businesses to make informed decisions in the ever-evolving world of retail.
List of Data Fields

Product Names
Product Codes
IDs
Description
Regular Prices
Sales Price
Discounts
Product Categories
Images
Stock Availability
Ratings
Reviews
Product Specifications
Shipping Information
Why Scrape H&M Product Data?

Scraping H&M product data can be valuable for various reasons, providing insights and opportunities for businesses and consumers. Here are seven unique points explaining why scraping H&M product data could be beneficial:
Market Analysis and Trends:
Insight into Fashion Trends: H&M product data scraping services allow businesses to analyze current fashion trends. Companies can align their strategies with consumer preferences by understanding which products are popular and in demand.
Competitor Intelligence:
Assessing Competitor Offerings: By scraping H&M product data, businesses can gain insights into the competitors’ products. This information is crucial for benchmarking, identifying gaps in the market, and making informed decisions on product development and pricing.
Pricing Strategy Optimization:
Dynamic Pricing: Monitoring H&M product prices through scraping enables businesses to implement dynamic pricing strategies. It involves adjusting prices based on real-time market conditions, competitor pricing, and other factors to remain competitive and maximize revenue.
Inventory Management:
Stock Levels and Availability: Retail data scraper helps monitor specific items' stock levels and availability. This information is valuable for optimizing inventory management, preventing stockouts, and ensuring the stocking of popular items.
Customer Behavior Analysis:
Understanding Customer Preferences:Analyzing scraped data using H&M product data scraping service can provide insights into customer preferences and behavior. Businesses can use this information to tailor marketing campaigns, enhance user experiences, and offer personalized recommendations.
E-commerce Automation:
Automated Product Updates: For businesses operating in the e-commerce space, scraping H&M product data allows for automating and updating product catalogs. It ensures that product information, including prices and availability, remains accurate and up-to-date.
Research and Development:
Product Development Insights: Scraped data can be valuable for research and development teams. Understanding which features, styles or materials are trending in H&M's product offerings can guide the development of new products that align with current market demands.
Steps to Scrape H&M Data Using Google Chrome
Open Google Chrome and navigate to https://www2.hm.com/en_in/index.html in a new tab.
Please select the desired gender and product category; for this example, let's choose men's hoodies and sweatshirts.
Apply additional filters such as product type, size, and color to refine your search to scrape H&M product data using Google Chrome.
Right-click anywhere on the page and choose "Inspect" to open the developer tools console.
Within the developer tools, click on the "Web Scraper" tab, then hit "Create new sitemap" and choose "Import sitemap."
Paste the JSON code into the sitemap JSON box and click the "Import sitemap" button.
To initiate the scraping process, navigate to the 'Sitemap' and select "Scrape" from the drop-down menu.
A new Chrome window will open, enabling the extension to scroll through the page and collect the data.
Once the scraping is complete, the browser will automatically close and send a notification.
Click the "Refresh" button to view the scraped data.
Download and export the data in CSV format for further use.
Role of Google chrome in Scraping H&M Fashion Data

Web scraping involves extracting data from websites, and Google Chrome can play a significant role when scraping H&M fashion data. Here's how Google Chrome is helpful in web scraping:
Browser Interaction: Google Chrome is the interface through which users interact with the target website. Users can open the website, navigate through pages, and apply filters to choose the data they want to scrape.
Developer Tools: Chrome's Developer Tools provide features, including the Inspect Element tool, which allows users to examine a webpage's HTML and CSS structure. It is crucial to understand data organization and identify the scraped elements.
Network Monitoring: The Network tab in Chrome's Developer Tools helps monitor browser network requests. This information can be crucial for understanding how data is loaded dynamically through AJAX requests or other mechanisms.
Console: The Console tab in Developer Tools allows users to run JavaScript code directly. It can be handy for testing and experimenting with code snippets before incorporating them into a web scraping script.
Browser Extensions: Google Chrome supports various extensions, including web scraping tools. In the provided instructions, the "e-commerce product data Scraper" tab indicates using a specific Chrome extension designed for web scraping tasks.
Headless Browsing: Chrome can run in headless mode for more advanced scraping. It means the browser runs without a graphical user interface, making it more efficient for automated scraping tasks.
Data Export: Chrome allows users to export data in various formats, such as CSV. After scraping data using web scraping tools or custom scripts, users can often save or export the collected data for further analysis or storage.
Conclusion: In summary, scraping H&M product data goes beyond simple data collection; it provides a strategic advantage for businesses by offering insights into market trends, competitor activities, and customer behavior. This information can inform decision-making processes related to pricing, inventory management, and product development, ultimately contributing to the overall success of a business in the retail and fashion industry.
Feel free to get in touch with iWeb Data Scraping for comprehensive information! Whether you seek web scraping service or mobile app data scraping, our team can assist you. Contact us today to explore your requirements and discover how our data scraping solutions can provide you with efficiency and reliability tailored to your unique needs.
Know More: https://www.iwebdatascraping.com/scrape-h-and-m-product-data-using-google-chrome.php
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