对类似boss直聘，猎聘，58同城的网站app的数据监控和采集，需要爬取会员的手机号码（在目标网站上是公开的信息）、城市、时间、招聘主体、岗位类型等信息，并导出表格。最好留有采集历史和导出历史等，价格可谈。 For the data monitoring and collection of website apps like boss direct Pin, Liepin and 58 cities, it is necessary to crawl the member's mobile phone number (which is open information on the target website), city, time, recruitment subject, post type and other information, and export the form. It is best to leave collection history and export history, etc., the price can be talked about.
某城市消防局的事件记录，有出勤任务的类型，接到报警的日期，以及出勤的事件 ，每天的都有。要求用到的分析方法，假设检验 回归 聚类。而且手上还有另一个数据集有对应的当天历史天气信息，可以结合天气和日期来建立预测事件发生数量的多元回归模型。
rajat100493，您好，我看了您的个人资料，想与您进行项目合作。我们可以通过聊天对话进一步讨论细节。 Let's carry on the project we discussed today.
I have a dataset that includes geographical information, student enrollment numbers, and the capacity of schools in a region. From this data, your primary task is to identify where a new school should be built to cater to the growing population. Key Responsibilities: - Analyzing the geographical data to determine how schools are currently distributed in the region. - Analyzing student enrollment numbers and school capacity data to understand where the demand for new schooling is most pressing. - Identifying the area with the highest population density as this correlates with the need for more school facilities. - Data visualization to showcase potential location for new schools based on data Ideal Skills and Experience: - Proficiency in data analysis, particularly in the educatio...
For this project, I need an expert well-versed in Excel-based data analysis to conduct statistical analysis, data visualisation, and predictive modelling on a medium-sized dataset comprising of 1,000 - 10,000 records. - Statistical Analysis: Analyze the data to uncover trends, patterns, and correlations. - Data Visualization: Generate intuitive charts, graphs and other visual representations to better understand the data. - Predictive Modeling: Develop predictive models to forecast future trends based on current data. Ideal Skills: - Proficient in Excel for data analysis - Proven experience in statistical analysis and predictive modeling - Excellent data visualization skills - Understanding of handling medium-sized datasets. This analyst should prioritize accuracy, precision, ...
...through alt tags, file names, and image sizing. **Content Enhancement**: Review and enhance existing content to better align with SEO goals and keyword integration. Suggest additional content topics that can attract more traffic and support SEO objectives. **Technical SEO Audit**: Perform a full technical SEO audit to identify and fix issues such as broken links, slow page load times, and crawl errors. Ensure the website is mobile-friendly and accessible across all devices.5.**Backlink Strategy**: Develop and execute a backlink strategy to enhance domain authority through high-quality links from reputable and relevant sites. **SEO Tools and Analytics Setup**: Set up and configure Google Analytics, Google Search Console, and any other necessary SEO tools to track performa...
...growing audience. Job Description: The Junior Crypto Content Specialist will research trending cryptocurrency topics, write and edit compelling articles, and collaborate with technical experts to ensure accuracy. Additionally, you'll be responsible for SEO optimization to enhance article visibility and engagement. A significant part of your role will also involve building and maintaining an AI dataset database to streamline content creation processes. Mission: Your mission is to produce insightful and engaging content that highlights our crypto products and services, enhancing our audience's understanding and driving their interest. Success will be measured by content engagement levels, SEO effectiveness, and the growth of our customer base informed by our offerings. ...
I'm looking for a professional who can undertake tasks in machine learning and Android app development. Project name: Image Captioning(preferably using Tramsformer encoder decoder and self attention with coco/flickr dataset). A model to caption any image and develop a very simple android app which captures an image and then speaks out the generated captions loud. - Machine Learning Tasks: The ML engineer will be responsible for data preprocessing, model training, and model evaluation. - Android App Development: You'll be tasked with creating a simple Android app that can capture images and then use the trained ML model to convert any text in the image to speech. - Also perform unit testing and relevant metrics like(bleu scores etc) Ideal candidates should have: - Prove...
I am in need of a professional who can help provide insights into a dataset using Excel's pivot charts, tables, and dashboard. The area of the data is unspecified as of now, but a strong candidate would be adaptable and skilled across domains. Key responsibilities will include: - Data Visualization - Creating Pivot Charts - Building Tables - Preparing a Dashboard Note: This project is basic-level work and my budget is 10 not more than that I already checked price comparisons with different freelancing platforms. if anyone works in that price range only the person make bids does not waste time.
I am in dire need of a proficient machine learning engineer who is well-experienced in model...of a proficient machine learning engineer who is well-experienced in model selection, training, and data preprocessing. An ideal candidate would be one who excels in Python programming language since it is what I am most comfortable with. Additionally, you should be adept in handling a medium-sized dataset (1GB-10GB). In short, here's what I need: - Proficiency in Python programming - Robust experience with data preprocessing, model selection, and training - Ability to handle a medium-sized dataset (1GB-10GB) This project offers a great opportunity for those looking to flex their machine learning engineering muscles. I am excited to collaborate and see what your expertise can...
I need a skilled professional to dive into a large dataset of financial data. Your main goal will be to improve data quality through thorough analysis. Key Responsibilities: - Analyzing a large dataset Analyze the given data set, and identify if and what data quality problems can be observed in the data set -Describe the identified data quality issues -Describe your way of working (what methods were used) -Identify Data in the data set are not real data -Graphical explanations if possible -Details with Professional financial terms (answers) will be appreciated Ideal Skills and Experience: - Expertise in data analysis, particularly with financial data - Strong understanding of data quality management and processes - Proficienc...
I want to have a static site , 100% same like another site i ll give. just changing some images,text in site. you can just crawl it or use the best technique you can. its only around 5 pages static site.
I need a skilled Tableau developer to create an Interactive Data Exploration Dashboard in Tableau. I will provide the dataset. It's about the Olympics from 1900 - 2016. The ideal candidate would be proficient not only in Tableau but also in database management and sports data analysis. I need it done today. Key Project Details: - The dashboard should include: Medal count, Athlete performance (with a focus on country representation, which is Norway), and Team ranking - The athlete performance section should particularly emphasize the representation of each athlete's country - A crucial aspect of the task is to ensure the dashboard automatically updates data, providing real-time information. The dashboard should contain at least one time-series, and one spatial map. In ad...
I'm seeking a seasoned Deep Learning professional to help with a multifaceted project. The ideal candidate will be proficient in Python and should have a strong foundation in any programming language. Key Responsibilities: - Data preprocessing: You'll be expected to clean, organize, and augment the dataset for our deep learning models. - Model development: You'll design, implement, and optimize cutting-edge deep learning models. - Model training: Your role will also include training these models and fine-tuning them for optimal performance. The desired outcome of this project is a series of robust, high-performing models that can accurately and efficiently handle the tasks. Ideal Skills: - Proficiency in Python - Strong foundation in any programming language - Ex...
I'm seeking a freelancer to assist with the implementation of a small scale natural language processing (NLP) pretraining experiment. We want to experiment with pretraining SLMs on clustered data. Required skills: - Transformers and language models - MOE architecture, including upcycling from dense models - SLM pretraining, using commmon frameworks - large text dataset clustering - Huggingface Your task will be to guide and implement the chosen experiment professionally and effectively. I look forward to your bids.
In need of a skilled professional who can help me with an exciting object detection project using LiDAR data. This project primarily involves: - Implementing object detection algorithms on LiDAR datasets. - The detection should be detailed, focusing on specific models like car models and tree species. - The detected object data will be used for research and development, aiming to refine and improve current detection algorithms. The ideal candidate for this project should have: - Strong background in LiDAR data processing. - Proficiency in object detection algorithms, particularly for LiDAR data. - Experience in working with detailed object detection, such as specific models. - Ability to use the detected object data for research and development purposes. If you have a keen interest ...
...analysis project. I have an Arabic dataset with less than 10,000 entries in an Excel format. The goal is to train this dataset on the araBERT model for ABSA aspect-based sentiment analysis. Key Requirements: - Implementing Machine Learning: You should have a strong background in ML and experience with training models, particularly in the context of aspect-based sentiment analysis. - Expertise in NLP: Familiarity with Natural Language Processing techniques and Arabic language processing would be a significant asset. - Data Handling: Proficiency in handling Excel datasets, processing text data and preparing it for ML model training. The dataset is ready, Your role will include: - Model training: Implementing the araBERT model for sentiment analysis on the given d...
...performing system. - Providing recommendations on how to optimize the performance of the chosen LLM. - Set up a local testing environment (chatbot, playground dashboard) - Set up a cloud server (API server) - Google Colab, Jupyter Notebook - All configuration, test scripts in python, bash and exe) - Dockerized images for future implementation - Our Korean dataset of 20,000 published to HuggingFace workspace based on an existing Korean dataset - documentation 1. testing items/procedures 2. instructions, manuals of this project. You will also be required to integrate the API server with third-party APIs. Experience in this area is highly beneficial. Ideal Skills: - Strong expertise in Python programming. - Previous experience in performance testing, specifically LLMs. -...
...person ideal for this job should have: - Extensive knowledge in Excel handling and formulas - Proven experience in data organization and Excel management - Ability to strictly follow given instructions - Proficiency in English for clear communication - Attention to detail as precision is key in this project While this project is relatively straightforward, it requires clear comprehension of the dataset and careful execution. I am looking forward to working seamlessly with you and get this project done efficiently....
I'm seeking a machine learning wizard, proficient in diverse tasks including Classification, Regression, and Clustering. Ideal Candidate: - Expert in Python programming. - Comprehensive experience with prominent machine learning librari...prominent machine learning libraries including Scikit-learn, TensorFlow, and PyTorch will be essential. This project will require the development and fine-tuning of diverse machine learning models, hence requiring considerable expertise in the same field. Your role will not only involve model creation but also optimization and performance evaluation. Your ability to handle complex multi-dimensional dataset will be integral in this project. Please only apply if you possess these capabilities and are prepared for a power-packed machine le...
I'm looking for a skilled Perl expert to help me remove duplicates in an Excel dataset. The removal process should be based on multiple columns, ensuring a thorough cleanup. Ideal Skills & Experience: - Strong proficiency in Perl programming - Proficiency in data analysis - Expertise in Excel and handling large datasets - Prior experience in removing duplicates from Excel based on multiple columns Communication: I prefer to have project updates through video calls, so please be comfortable with this form of communication. Your ability to walk me through the process will be highly appreciated.
We are seeking a skilled individual to assist in labeling our roundwood dataset, consisting of approximately 1200 samples. The primary objective is to classify each sample into quality classes B, C, or D, with B representing the highest quality and D the lowest. Each sample requires thorough examination and precise labeling, accompanied by a detailed explanation for its classification and an estimation of uncertainty. Responsibilities: - Data Labeling: Review each sample in the dataset and assign it to the appropriate quality class (B, C, or D) based on predefined criteria. - Explanation: Provide a comprehensive description for each sample's classification, detailing the specific features and characteristics that led to its placement in a particular quality class. - Unc...
I'm looking for a skilled data analyst with experience in R studio. The main tasks are statistical analysis and data visualization based on a dataset that consists of numerical, categorical, and time series data. Key Tasks: - Conducting statistical analysis to identify patterns and trends within the dataset. - Using the data for making predictions, comparing groups or categories. - Developing data visualizations (charts, graphs, etc.) to help better understand the data and its implications. Ideal Skills & Experience: - Proficiency in R studio and its data analysis tools. - Expertise in statistical analysis, predictive modeling, and data visualization. - Experience in handling various types of data including numerical, categorical, and time series data. - Good comm...
I need a python program that can fetch player profiles as images from CricHeroes and store them into a folder. The ID and profile link of these players will be provided in a JSON array. Here is what the program needs to accomplish: - The program must be able to crawl the given links and fetch the profile images. - If a player's profile link is no longer accessible or can't be crawled, the program should attempt to access the link again at a later time. - The images should be saved in a standard resolution PNG format. - In the case of duplicates, the program should overwrite the existing image with the new one. The ideal candidate for this project is proficient in Python, web crawling, and working with JSON arrays. Knowledge in image handling and error management is also ...
I'm looking to develop a simple AI prediction model with a regression algorithm, and a React frontend with Dashboard. This project aims to showcase historical prediction accuracy using real-time data from APIs, dataset i will provide in CSV file formate about crops. Key Requirements: - Creation of a regression model: The AI prediction model needs to be built using regression techniques. - Data source: The model should fetch real-time data from APIs, pre defined data. - React Frontend: The primary goal of the React Dashboard is to showcase historical prediction accuracy. - SaaS Model: Create subscription for 3 tires. Ideal Skills: - Strong experience in developing AI prediction models, particularly regression models. - Proficiency in working with React for frontend develo...
I have a text-based dataset that I would like you to analyze and draw insights from. The main goal of this analysis is to identify trends within the dataset. Key requirements: - Analyze text data: The primary data you will be working with is textual. You should be comfortable with working on and analyzing a text-based dataset. - Trend analysis: The main goal of the project is to identify trends within the data. You should be able to apply appropriate analytical methods for trend analysis. - Graphical visualization: I prefer the results of the trend analysis to be visualized through graphs. You should be proficient in creating effective and insightful graphical representations. Ideal skills and experience: - Data analysis: You should have experience in analyzing data ...
I'm seeking a PowerBI expert to assist with integrating a new data source from Dataverse into my existing PowerBI report. Key Tasks: - Add new data source from Dataverse - The dataverse dataset is differently structured then the old dataset - Requires amending existing calculations relevant to new dataset and data model - Implement this new data source in the report - Ensure the report is still optimized for performance Ideal Skills: - Proficiency in PowerBI and its various data sources - Experience with Dataverse is a strong plus - Ability to optimize and maintain performance of PowerBI reports
Looking for an experienced image processing professional able to create a system that detects traffic lights under various weather conditions with an accuracy of 80% to 95%. Skills and experience: - Strong grasp of image processing principles - Experience in...for traffic light detection - Knowledge of error margin handling in image recognition - Capable of working with weather variant condition images Objective: - Create a functional traffic light detection system - Ensure it works effectively under different climates - System should reach a moderate accuracy of 80% to 95%. i need this project to be done before the deadline : 5/1/2024 i have the dataset from this site : !Akhz5L4oxpUGiX2BR8RRl4B-XJ4I?e=fFFkll it should be done using python and the library of OpenCV
Hey there! I'm looking for someone to create a model that can identify regular website traffic from bot traffic using two datasets. I have two datasets in the form of JSON array with user analytics (with each dataset containing about 10,000 entries for each.) I prefer to use almost all possible features from these datasets, except confidence feature which can be disregarded. (Please check the dataset so you can get an idea) Datasets: Good Dataset Bad Dataset I have attached a sample from both so you can see. (In this sample, I only have one entry for you from each dataset.) Deliverables: Well documented Jupyter File Notebook (With clear steps, some data visualisation, testing, and also model should be saved in the end) Minimum Accuracy should ...
Hey there! I'm looking for someone to create a model that can identify regular website traffic from bot traffic using two datasets. I have two datasets in the form of JSON array with user analytics (with each dataset containing about 10,000 entries for each.) I prefer to use almost all possible features from these datasets, except confidence feature which can be disregarded. (Please check the dataset so you can get an idea) Datasets: Good Dataset Bad Dataset I have attached a sample from both so you can see. (In this sample, I only have one entry for you from each dataset.) Deliverables: Well documented Jupyter File Notebook (With clear steps, some data visualisation, testing, and also model should be saved in the end) Minimum Accuracy should ...
...simultaneously and check items out (never in) while recording user ID# and department needing the inventory. - Email Reports: Generate and send end-of-day reports using O365 account(s), from two devices used to scan items. - Easy Database Edits: Ensure the end users at the department level can easily make necessary edits to the inventory database. Dataset is roughly 900 items recording the item name (description), Item Number 7 digits, the cost of the item. Dataset can live in excel or access preferably I'm looking for a programmer with experience in developing Windows applications, particularly inventory management systems. It's essential that the program is intuitive and streamlined for easy use by multiple team members. Familiarity with barcode technology a...
...using logical conditions. The new variables will be created based on the existing data in my dataset, and the conditions will need to be carefully defined. Ideal Skills and Experience: - Proficiency in Stata, particularly in variable creation and manipulation. - Strong understanding of logical conditions and how to apply them in Stata. - Experience with data analysis and manipulation is a plus. Here is the project: I am looking to create new variables in a monadic dataset using information from a dyadic dataset. This will most likely require appending a dataset. I have a dataset that is monadic (one observation for a country per year) in which they make an alliance. There is another accompanying dataset that has the same information but with...
Project Description: We possess a large dataset containing strings where each string consists of one or more words. Our task is to identify exact matches for these strings within another dataset that includes complete sentences. Currently, our method of loading the first set into memory as a set variable (ensuring no duplicates) and each string from the second dataset as a separate string variable is proving inefficient. Problem Statement: Iterating through the first dataset to look up each value in the second dataset has been excessively time-consuming. We require a more efficient algorithm to enhance the speed and effectiveness of these exact match lookups. Project Objectives: Develop a Python script that can perform exact match lookups quickly and ac...
Subject: Coding I'm uploading two datasets; the "Auto" dataset and the "Boston" dataset. Questions 8 and 9 (with all subquestions) have to be done on the "Auto" dataset. Question 15 has to be done on the Boston dataset. After that inferences/conclusion for each question along with results has to be put together in a pdf along with the code. The questions should be done using R. Note: this project is purely for personal use.
...system should support custom URLs that are easy to read, relevant to the page content, and optimized for search engines. - Meta Tags Customization: The CMS should allow clients to customize meta tags, including title tags, meta descriptions, and keywords for each page. - XML Sitemap Generation: The CMS should automatically generate and update an XML sitemap, making it easier for search engines to crawl and index the site. Security Features: - Vulnerability Protection: Ensure the CMS is robust against common web vulnerabilities like SQL injection and XSS attacks. Skills and Experience: - Strong PHP and CMS development background. - Proficiency in implementing SEO best practices. - Experience in web security and vulnerability protection. - Excellent communication skills and abil...
I'm seeking an intermediate level Research Assistant, highly proficient in Python to assist me develop ML+DL algorithms for a specific project. Key Responsibilities: * Step 1: Regenerating Exact same graphs shown in PDF using same dataset * Step 2: Apply other various ML + DL algorithms for future prediction and Obtain better results in term of accuracy, precision, F1-score, RMSE, ME, MAE, RMSE, MAPE etc then already applied models * Step 3: Documentation of the work, along with a discussion to validate the model's usage and justify it as a Scientific research. Ideal Skills & Experience: * Proficient in Python programming language * Prior experience in Machine Learning and Deep Learning algorithms * Anyone with Past Experience as a research assistant will be hig...
...seamlessly blend data from various sources, ensuring accuracy and consistency. - Data Modeling: The ideal candidate should have a deep understanding of how to organize data in a way that supports business needs and decision-making. - ETL Processes: The selected freelancer will be responsible for the extraction, transformation, and loading of data into our warehouse. We are working with a medium-sized dataset (1-10 terabytes), so we need someone who is not only experienced in data warehousing but also with datasets of this size. Ideal Skills and Experience: - Proven track record in data warehousing, with a focus on data integration, data modeling, and ETL processes - Experience working with medium-sized datasets (1-10 terabytes) - Excellent analytical and problem-solving skills...
The task involves loading multiple large data files into a database. These files, approximately 15GB each and in various formats like CSV, .db, .sql, etc., add up to an estimated dataset size of 1-2 TB. Preference is given to keeping the data locally on the machine, thus ruling out cloud storage solutions. The task entails consolidating and organizing fragmented files into a suitable database, whether it's a relational database or non-relational database. Initially, attempting the task with MySQL or any SQL databases is preferred. However, exploration of whether a NoSQL solution is suitable for handling such big data is also required.
I'm seeking an AI expert to train an AI model for natural language processing, specifically for a voice assistant to answer questions. - Key Focus: The primary goal of this project is to build a voice assistant. The assistant should be able to accurately answer questions posed to it. - Data Source: The model will be trained on a dataset specifically designed for voice assistants. - Skills Needed: - Proven experience with natural language processing and AI model training. - Strong familiarity with voice assistant technologies. - Expertise in training models for question-answering tasks. - Deliverable: Ultimately, I am looking for a fully functional and accurate voice assistant that can interact with users through voice commands. If you have a demonstrable trac...
...Convolutional Neural Networks (CNN) to classify a dataset consisting of user-generated videos. Since this project involves working with user-generated content, the ideal candidate should have prior experience or familiarity with similar work. Key Responsibilities: - Improve search accuracy by effectively classifying the video dataset - Enhance recommendation systems - Analyze user behavior based on classification results Applicants should pay special attention to: - Providing proof of experience in using CNN for video classification tasks - Describing previous successes in improving search accuracy and enhancing recommendation systems, especially with user-generated content. With your expertise, we can properly structure our dataset, thereby improving our ove...
I'm seeking an expert in machine learning to assist in the development of a predictive model. - The model's main purpose is to predict an outcome based on a provided dataset. - The dataset available for training is historical sales data. - I would highly prefer a candidate who is proficient in Python for the implementation of the model. The successful candidate should have: - Strong knowledge and experience in machine learning model development. - Proven experience in Python programming, particularly in the context of machine learning. - Ability to work with historical sales data and use it to create a predictive model. If you're a skilled and experienced machine learning professional, I'd love to discuss this project further.
Seeking an expert to resolve a recurring issue in my AutoML pipeline, part of my Google Cloud Vertex AI setup. - The pipeline is a simple one without requiring any coding. It has been failing consistently after a short execution time. - The dataset being used is relatively small, which eliminates the possibility of resource scarcity. - The stage where the pipeline fails is during model training. Ideal candidates should be well-versed in Google Cloud Vertex AI and have a strong understanding of AutoML pipelines and their potential bottlenecks. Experience with debugging and resolving issues in AutoML pipelines will be a definite advantage.
...of extracting keyphrases from longer documents by leveraging advanced NLP techniques. The project utilizes the S20RC dataset and incorporates tools like GROBID for document preprocessing. **Objectives:** 1. Implement a keyphrase extraction system using BERT and unsupervised embedding approaches. 2. Utilize the S20RC dataset for training and evaluation. 3. Evaluate the system's performance using the F1 score metric. 4. Integrate GROBID for structured data extraction from PDF documents. 5. Develop a pipeline for document preprocessing, keyphrase extraction, and evaluation. **Methodology:** 1. **Data Collection and Preprocessing:** - Obtain the S20RC dataset containing scientific documents in PDF format. - Use GROBID for extracting text con...
I have a large dataset containing information for various clubs. I need an Excel expert to set up club-specific auto-filters for me. Key requirements: - Set up a step-by-step guide to create auto-filters in Excel for specific clubs. - The Excel version can be 2010, 2013, or 2016. Ideal skills and experience: - Proficiency in Excel, particularly in setting up auto-filters. - Strong attention to detail. - Familiarity with data analysis and sorting. Please include past relevant work and experience in your proposal.
...report writing. I have a dataset containing information on used Japanese cars, including attributes such as make, fuel-type, body-style, and more. The goal is to predict the price of these cars using the provided data. You don’t have to include all variables in your model, but accuracy is key. I need the report completed within 12 hours, so it's crucial that you're able to dedicate time to this task immediately. Additionally, I require the answers to be in your own words, ensuring correctness and authenticity. Attached, you'll find the study case rubric outlining the assessment criteria, as well as the Excel data file containing the necessary information. Please confirm if you're available to take on this task, and I'll promptly provide you wit...
I am often facing lot os issues while importing data into MS SQL server, there are different type of errors and issues that I cannot keep track of. I need someone to help me geet rid of all these issues once and for all... I should be able to import all types of data using XLS, XLSX, CSV and all others..
... Since there's no small dataset such as MNIST and Fashion-MNIST in object detection, you can use the dataset from the d2l/notebooks/mxnet/chapter_computer-vision/ notebook. The dataset has 1000 banana images with different rotations and sizes placed randomly on some background images. 1.A Obtain the dataset. Working on a small dataset such as the one from the would allow you to train and test different models without taking hours/days to finish. Go to the notebook and obtain the dataset. 1.B Build an object detector. • using YOLO, and SSD. (need two separate notebooks) • Using the dataset, train, or fine-tune (a pre-trained model) to create an object detector. • Test on the test split of the dataset and ...
...working with the GANwriting repository on a specific project and I need your Python expertise to implement it with my unique dataset. submit a Jupyter Notebook, including the resulting images. Key Requirements: - **Programming Language:** You must be proficient in Python. - **Goal:** The main objective here is to extend the functionality of the GANwriting model to suit my particular application, not just for accuracy but to open up new possibilities. My dataset consists of 76,768 images in one folder + an Excel file containing two columns (file_name and class label).images in Arabic words - **Dataset Preprocessing:** While the dataset is generally ready to use, my dataset may require some changes to be fully compatible with the GANwriting repository. ...
I need a freelancer to help with a standard data extraction project. - Main Purpose: The main aim of this project is to crawl data for me. - Data Type: This project specifically requires the extraction of contact information. - Source: The data is to be extracted from business directories. I'm looking for a professional with experience in web scraping and data extraction. The ideal candidate should be familiar with the nuances of handling contact details and should be able to deliver the extracted data in a structured and organized format.
