php, mysql, word press, bootstrap, jquery , ajax, html5 (모바일웹, 앱) 기술 우대
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I'm looking for a data entry specialist to extract text data from scanned documents and input it into a database. Key Requirements: - Data Entry: Your primary task will be to accurately transfer text data from scanned documents into a digital database. - Attention to Detail: Precision and accuracy are essential to ensure the database is error-free. - Timeliness: The task should be done in a timely manner to keep the project on track. Ideal Skills: - Proficiency in English: Since the data is in text format, a strong command of English is necessary. - Data Entry Experience: Previous experience in data entry is a plus. - Familiarity with Database Management: Basic knowledge of database operations is a bonus. Looking forward to your bids.
I need a tool that extracts specific content (text and images) from PDF files and adds this data into a CSV file under designated headers. Key Requirements: - The tool should be designed specifically for Windows OS. PDF Data Extraction: - Need the tool to extract both text and images from the PDFs. CSV Insertion: - The extracted data should be sorted correctly under their respective column headers in a CSV file. Consistent PDF Structure: - It is important that the tool can handle data extraction from PDFs with a consistent structure. Ideal Skills and Experience: - Proficiency in developing Windows-based tools. - Experience with PDF data extraction. - Familiarity with CSV file manipulation in Python or related languages.
I'm looking for a data entry specialist to extract text data from scanned documents and input it into a database. Key Requirements: - Data Entry: Your primary task will be to accurately transfer text data from scanned documents into a digital database. - Attention to Detail: Precision and accuracy are essential to ensure the database is error-free. - Timeliness: The task should be done in a timely manner to keep the project on track. Ideal Skills: - Proficiency in English: Since the data is in text format, a strong command of English is necessary. - Data Entry Experience: Previous experience in data entry is a plus. - Familiarity with Database Management: Basic knowledge of database operations is a bonus. Looking forward to your bids.
I'm looking for a freelancer who's great at web scraping to help with a project involving a specific website initially, with potential for more. I'll give you the specific data fields to extract. It'd be great if you: Are really good at web scraping and or Python. Know your way around MS SQL Server databases, not essential but definately an advantage. Understand how to extract data effectively. Understand the need for security and captcha integration if needed. Can work quickly since this project is a priority and needs to be done ASAP. Ultimately, I want to be able to manage the code with your ongoing help, so this could lead to a long-term partnership. I'll share the full details when needed. You will provide source code, documentation and deployme...
...MySQL and NoSQL. - Use DevOps tools to monitor and scale applications. Looking For: - 3+ years of experience in software development - Experience with LAMP and MERN stacks - Knowledge of PHP, CSS, and JS and web technologies - Familiar with S3, cloud hosting, DNS, web security - Ability to use vanilla code and minimal libraries/frameworks - Can code fast and effective with simple Bootstrap and jQuery - Strong skills with MySQL and NoSQL (Firebase, MongoDB) - Good english communication skills in Slack and in meetings - Availability to work ~20hrs per week between 9AM-6PM PST - A passion for coding and an interest in gaming is a big plus! What We Offer: - Chance to make a big impact on a small, passionate team - Be part of a creative and innovative startup group and culture - Rem...
I need someone to extract the data from a PDF file and build it into a Word document. The purpose of this is to make the content editable. - The PDF is simple, with only text and no complicated layouts, images or tables. - I would like the extracted text in the Word document to have a specific formatting style applied where headings are large, words are small. Ideal candidates should have experience with PDF to Word conversion, and possess skills in editing and formatting. Being detail-oriented is a major plus. Please note that the extracted content must be accurate and the final Word document should maintain a professional finish. Do NOT deliver this as a simple export because I could easily do that. Run grammar checking for English (Australia)
...This project requires full-time engagement to achieve the best results possible. Specifically, I'm looking for someone with experience in Natural Language Processing (NLP). This project will involve analyzing large datasets of text and quotes, in order to develop a powerful natural language processing model. The model should have the ability to classify quotes by sentiment, recognize intent and extract entities from the text. There will also be opportunities to explore new techniques for natural language understanding and machine learning. The right candidate should have excellent problem-solving skills, knowledge of machine learning and natural language processing algorithms, as well as experience with data visualization tools such as Tableau. Additionally, the ideal per...
I need someone who is proficient in data analysis, particularly with unstructured data sets. The primary goal of this project is to extract insights from both text and numerical data. You'll also be required to perform machine learning techniques such as LDA and NMF. Key Responsibilities: - Extracting insights from unstructured text and numerical data - Utilizing machine learning techniques like LDA, NMF, etc. - Ensuring an ethical approach to data analysis - Asking the right questions for analysis and providing detailed insights Requirements: - Extensive experience in data analysis, particularly with unstructured data - Proficiency in machine learning techniques like LDA and NMF - Strong ethical understanding and the ability to consider ethical implications in data analysis...
...handle queue redirects - Human Simulation : mimic human behavior to avoid detection (randomized request intervals) - Technical requirements - use session management and different proxies/ips, implement captcha solving techniques or third-party captcha services if there is any available captcha yet to be solve, ensure scalability to handle high request volumes - Session tracking : the bot should extract and log the link for any session that successfully passes the queue The bot should be smart enough to navigate through the ticketing process of these platforms and complete the purchase. Experience in web scraping, automation, and ticketing bots, as well as knowledge of the mentioned platforms, is a must. If you can build a robust, reliable bot that meets these requirements, I&#...
...multiple tables(vary from 15-35, depend on each html file). Python to extract specific table and vertically stack them together to create an Excel file.(first column add html filename.) inside html file is encoded in chinese, so must use chinese to view it. table name/string partially e.g. "現金流量表" or "被投資公司名稱" or "資金貸與他人"or "轉投資大陸地區" or other name(later can be change). extract table based on table names/string. the table may not be there(depend on the html). If so just skip or single row blank. have to be easy to read and maintain in the future. .py file(source code) not .exe binary file (I think it's not very hard. I've wrote the code already. But only extract one file at a time, and unable to match specifi...
I am in need of a Python expert, specializing in web scraping. I require someone who can proficiently extract data from various websites. The specifics of the data may vary from text content, images, links, to contact information. Your key responsibilities will include: - Writing effective and efficient Python scripts to scrape data - Ensuring the data is extracted accurately and in a structured format - Delivering the data in a timely manner The ideal candidate should have: - Proficient experience in Python and web scraping - A strong understanding of data extraction techniques - Proven experience in handling and parsing a variety of data types - Excellent communication skills and the ability to meet deadlines Please be prepared to provide examples of your previous work in we...
I'm looking for someone to convert a PDF document into a Word document. The main purpose of this conversion is to extract text from the PDF content which has complex formatting, including elements such as tables and footnotes. Key Requirements: - Accurate Extraction: The primary goal here is to ensure that all text is accurately extracted from the PDF file and transferred to the Word document without any loss or distortion. - Formatting Preservation: While the layout may be complex, I'm looking for the freelancer to maintain the font styles and sizes as they appear in the original document. The ideal candidate for this job would have: - Proficiency in PDF and Word processing tools - Experience with maintaining formatting during content transfer - Attention to detail to ...
I'm looking for an experienced hacker who specializes in database scraping to assist with lead generation. My main aim is to get detailed contacts to grow my business. - Specific Tasks: - Database scraping - Extract contact details - Contact Information: - Email addresses - Phone numbers Ideal candidates should have previous experience in the field. Proficiency in data mining and scraping is a must, along with an understanding of lead generation strategies. Strong grips and successful track records on obtaining accurate contact details are key to perform this job efficiently.
I'm seeking a Python expert to delve into a specific set of emails and tackle both sentiment analysis and classification tasks. Key Tasks: - Sentiment Analysis: I want to understand the overall sentiment of the email data. You will be required to identify and extract the prevailing sentiment from the emails. - Email Classification: The project includes categorizing the emails into predefined categories. This will involve analyzing the content and context of the emails to sort them into different classes. Requirements: - Proficient in Python: As Python is my preferred language for this, you should have a strong grasp of Python and its libraries for carrying out sentiment analysis and text classification. - Email Analysis Experience: Experience in analyzing text data from ema...
I'm looking for a skilled PHP developer with experience in CodeIgniter for a new project in the e-commerce space. Ideal Skills and Experience: - Proficiency in PHP and CodeIgniter framework - Previous experience in e-commerce platform development - Strong understanding of front-end technologies, such as jQuery, JavaScript, HTML5, and CSS3 - Knowledge of MySQL and other relational databases - Familiarity with RESTful APIs and Web Services - Ability to work with version control systems like Git The primary goal of the project is to create a robust, scalable, and user-friendly e-commerce platform. The platform should be able to handle a large number of products, facilitate smooth transactions, provide a secure payment gateway, and have a user-friendly interface. A key part of th...
Objective of the project The goal of the project is to develop an automated system that generates high-quality content related to beauty, cosmetics, skin and hair products, and makeup. This system must: Collect content from various sources (URL, RSS, XML) configurable by a Super User. Filter and process such content using artificial intelligence (AI) to improve it. Automatically publish enhanced content to a WordPress blog and various social networks. Provide an intuitive administration panel for managing system sources and configurations. Technologies and Tools Used Backend: Django Frontend: React Database: MySQL or PostgreSQL Monitoring: Prometheus and Grafana Containers and Orchestration: Docker and Kubernetes This project is already validated by AI tools to correct errors in ...
...including descriptions, pricing, customer ratings, and associated promotions or deals. • Move systematically from one restaurant to another within each app, ensuring comprehensive data collection. • Extend the data collection across all significant food delivery apps available in the specified city. • Store collected data in a structured format for easy access and analysis. • Conduct data mining to extract meaningful insights from the collected data set. 3. Deliverables The vendor is expected to provide the following deliverables: 1. Data Collection Framework: A detailed plan and the tools or technologies proposed to be used for data collection and management. 2. Structured Data Repository: Access to a structured database or repository containing all collecte...
...specific websites using CRM and CID numbers. The goal is to develop a script or tool that will: Look up Doctor's Specialization: Use CRM numbers to search on the website: CFM Doctors Search Extract doctor's information including their specialization. Look up Disease Descriptions: Use CID numbers to search on the website: MedicinaNet CID10 Search Extract the disease description. Deliverables: ( ) A script or tool that can take a list of CRM and CID numbers as input. Automate the search process on the specified websites. Extract the required data and compile it into an Excel file with separate sheets for doctors' information and disease descriptions. Requirements: Programming Language: Preferably Python. Libraries:
I have a web application that runs on PHP and I'm looking to integrate it with APIs provided by multiple suppliers. These suppliers will send us three specific types of data through their APIs - customer information, product information, and order information. Key Requirements: - Connect the webapp with Supplier A, Supplier B, and Supplier C APIs. - Extract and process customer information, product information, and order information sent by these suppliers. - Display this data on the webpages of the application. - Store this data efficiently in a database. Skills and Experience: - Proficient in PHP and API integration. - Strong understanding of database management. - Experience in handling customer, product, and order data. - Detail-oriented to ensure accurate data extraction...
I am seeking an expert who can help me automate the process of saving PDF attachments from Outlook emails. Key Requirements: - Extract PDFs based on dates within the PDF text: The PDFs should be saved based on a specific criterion - dates within the PDF text. Your role will be to parse these dates and save the files in a designated folder on my computer. Skills and Experience: - Proficiency in Outlook: A deep understanding of Outlook's email management functionalities is a must for this project. - PDF Parsing: Experience with parsing text within PDFs is essential. - Automation: The ability to create a script or use a tool that can automate the process of saving the PDFs according to the specified criteria. - Efficiency: The project needs to be completed urgently, so the idea...
I'm looking for a developer to create a Chrome extension that will communicate with a server. The extension should be able to: - Extract the first value from the first document that is loaded - Select the second value from the second document that is loaded The communication between the Chrome extension and the server should be seamless and efficient. The server should be able to receive and process the values extracted by the extension. Iam using a multiple AWS windows instances upto 16. So in every instance I use chrome Browser for my Business to customers daily. So I run a Extension in chrome for Auto click drop-down &radio button That extension developed by other freelancer So Every instance& chrome extension has to connect to the server and if we change the...
I'm looking for a developer to create a Chrome extension that will communicate with a server. The extension should be able to: - Extract the first value from the first document that is loaded - Select the second value from the second document that is loaded The communication between the Chrome extension and the server should be seamless and efficient. The server should be able to receive and process the values extracted by the extension. Iam using a multiple AWS windows instances upto 16. So in every instance I use chrome Browser for my Business to customers daily. So I run a Extension in chrome for Auto click drop-down &radio button That extension developed by other freelancer So Every instance& chrome extension has to connect to the server and if we change the...
...This includes extracting data from the app and setting up conditional actions based on the app's content. Please note that this is not a simple open/close app task, but rather more complex interactions within the app itself. Ideal Skills and Experience: - Prior experience with MacroDroid or other automation tools for Android. - Strong understanding of Android app behavior and the ability to extract relevant data. - Experience with setting up conditional actions and advanced automation scenarios. - Ability to problem-solve independently and accurately implement the specified actions within the app. External Devices or Services: - The automated tasks are meant to operate solely within the app itself; no interaction with external devices or services is required. The succes...
I'm looking for someone to convert a PDF document into a Word document. The main purpose of this conversion is to extract text from the PDF content which has complex formatting, including elements such as tables and footnotes. Key Requirements: - Accurate Extraction: The primary goal here is to ensure that all text is accurately extracted from the PDF file and transferred to the Word document without any loss or distortion. - Formatting Preservation: While the layout may be complex, I'm looking for the freelancer to maintain the font styles and sizes as they appear in the original document. The ideal candidate for this job would have: - Proficiency in PDF and Word processing tools - Experience with maintaining formatting during content transfer - Attention to detail to ...
I need a skilled Pine Script coder for TradingView to help with extracting code from a restricted invite-only script. This script is accessible to me but is otherwise restricted. Key Responsibilities: - Extract the code from the restricted script - Perform major modifications as needed (e.g., changing algorithm, adding/removing features) Ideal Skills and Experience: - Strong experience in Pine Script coding for TradingView - Proven track record of extracting and modifying code from restricted or invite-only scripts - Ability to make significant changes to a given algorithm, indicator or strategy
I need to Extract followers of group members of the link I will provide
I need a professional who can help me with scraping data API from a specific website or platform. I'm looking to extract specific data points or information and potentially set up a regular scraping process. Key Requirements: - Proficiency in Web Scraping: I need someone who has experience with web scraping tools and techniques. - Data Mining Skills: The ability to identify and extract the specific data points I require is crucial. - Automation Expertise: If you have experience setting up automated scraping processes, that would be a huge advantage.
I'm in need of a talented professional who can help me with a custom web crawler project. Key Requirements: - **Web Crawler Customization:** The ideal candidate will need to adapt an existing web crawler code to include specific features I require. This includes the ability to extract and filter data from multiple websites. - **Data Management:** I expect the total scale of the data to be relatively small, so the freelancer should have experience handling data sets of this size. - **Data Analysis:** After the information is extracted, I intend to use it primarily for data analysis. The freelancer should have a good understanding of how to structure data for this purpose. Ideal Skills & Experience: - Proven experience in customizing web crawlers and managing data. - Profi...
I'm in need of a skilled web programmer proficient in HTML/CSS, JavaScript, and PHP to create a comp...able to click on them to open them and edit as needed client management - need to be able to search existing clients or add new ones as well as view any jobs open or closed for the client. job photo uploads need to be optimized for mobile phones / tablets I would also like to add a map of the address for jobs and clients. Overall I need the interface simple and functional but looking good jquery ui perhaps. I would like the ability to email or print a pdf of the job as a nicely formatted report. We plan to add functions down the road and will plan to use the same person. this is a VERY simple inhouse version of house call pro or jobber The budget is tight but n...
I'm in need of a talented elementor website designer with the knowledge of Javascript and jquery, css3 and html who can transform a Figma prototype into a visually appealing and functional business website. Key Requirements: - Transform a Figma prototype into a Pixel perfect designed website - Ensure design is responsive and 100% similar to the figma Ideal Skills: - Experienced in designing business websites - Skilled in Elementor - Strong knowledge of JS, JQuery, CSS3, HTML, Elementor & PHP - Excellent communication and collaboration skills Check out the prototype from this link:
I'm in need of an experienced developer to help with fetching and displaying user transaction details from WordPress to a React front-end in a headless WordP...details from WordPress to a React front-end in a headless WordPress project. Key tasks include: - Fetching user credit and debit details from WordPress: This data should be gathered and displayed in a user-friendly interface on our React front-end. As mentioned, we're looking to do this as soon as possible. The ideal candidate should have: - Strong experience in WordPress: knowledge of how to extract specific user data. - Proficient in React: able to work on a headless WordPress setup. - Good communication skills: as this project needs to be completed quickly. Please get in touch if you have the required experien...
I am seeking a skilled data miner to initially extract at least 1,000 company names, telephone numbers, and emails of translation agencies in the United States. We will provide the names of the cities, and the data miner will be responsible for searching local translation agencies on Google that meet these requirements. The database is to be created on a Google Spreadsheet. Based on this information, please tell us how many entries you can complete per hour and your best rate per hour.
Task at hand is to extract vocals from a highly distorted audio file OF APPROXIMATELY 8 MINUTES. I DO HAVE OTHER FILES I WOULD LIKE DONE AS WELL, IF EXTRACTION IS SUCCESSFUL. As a client, my ultimate target is related to: - Enhancing intelligibility within the dialogue to bring utmost clarity. - Identifying specific words or phrases that may prove crucial. - The file is from a criminal setup with the audio of a father setting up his son; thus every word could change the narrative. The audio clip has been intentionally distorted over crucial conversation. Do whatever it takes to make the conversation extremely clear irrespective of the overall audio quality. Those offering skills and experience in forensic audio analysis, audio software engineering will ideally match the job req...
I'm in need of a skilled Delphi developer who can quickly generate a program that can dive into the registry of a Windows machine and extract the names of all programs listed in the "Add/Remove Programs" section. Key Requirements: - The code should be written in Delphi. - It should effectively scan the registry. - Extracted program names should be displayed in a listbox. This is a simple task, but it's important that the code is efficient and free from bugs.
I want a mobile application for iOS that can effectively extract text from images captured by the camera and then accurately highlights specific words. Key Features: - **Text Extraction:** Accurate OCR technology that can interpret and transcribe text from images with precision. - **Word Highlighting:** The app should be able to highlight certain words based on user input. I prefer these highlights to be done via color changes. - **Image Handling:** The app should allow users to take photos from within the application itself or upload from gallery Ideal Skills: - Proficiency in iOS app development. - Experience with Optical Character Recognition (OCR) technology. - Knowledge of effective text highlighting within a mobile app. - Familiarity with designing a user-friendly inter...
...can be seen here: - If you have digital signage experience this will be ideal (this is not building a website) - Fluent English speaking - We would like to work with a freelancer, not a company (paid hourly) - Proven development experience (sample of similar works required) - Experience in Android: java | Windows: c# | - Web-based CMS: PHP/JS, HTML and CSS - Experience in RSS/XML will be an advantage. Someone reliable, hard-working, English speaking, and skilled. Some of the tasks; - SAAS completion, - Redesign/interface changes - 40 new features - new widget/feed integrations and Customisation - improved reliability/scalability - CMS alterations/improvements I am very serious about getting started asap. Please quote "Imagine" in your subject line. Please send lin...
For this task, I am searching for a freelancer skilled in audio editing to extract names from a 20-minute audio. The quality of the recording is good. What is needed: - Eliminate names using a beep sound. The outcome should not interrupt the flow of dialogue, maintaining as natural a progression as possible. - Post redaction, convert the audio file to MP3 format. Ideal Skills and Qualifications: - Experience with audio editing, specifically redaction. - Expertise in manipulating sound while minimising disruption to surrounding audio. - Proficient in converting audio files to different formats. Please ensure you have the correct software and expertise before bidding. This project requires precision and attention to detail for effective completion.
I need a skilled Wordpress professional to update and arrange my blog posts on my Elementor site. The updates include text editing, adding and replacing images, and adjusting the layout. Key Tasks: - Update 4 blog posts: The main task is to rewrite some of the content and add or replace images where necessary. This update should be done ...use and publish them on the site. - Elementor and Wordpress proficiency: You must have a good understanding of Elementor and Wordpress to carry out the necessary updates and arrangements. The project is of top priority and needs to be completed ASAP. I'm looking for someone who can work efficiently, collaborate with me well, and ensure the tasks are completed to a high standard. You need to extract images from pdf's You need to uplo...
As the project owner, I'm seeking a professional skilled in Pine Script with experience in retrieving code from private scripts on Trading view. The key objectives of this project include: - Extracting the Pine Script code from a specific invite-only script (the script name will be shared privately upon project commencement). Unfortunately, it's currently unknown which specific script to be used, but clarity will be provided as the project progresses. - Discern the implemented functions within the script. The functionalities mainly centered around recognizable trading indicators like Moving averages, Pivots, Fibonacci and MACD. - The code extraction should consider compatibility with variable timeframes. Whilst exact timeframes aren't specified yet, flexibility should be ...
I have 3 issues on my website that need to be resolved. The site is built on HTML5 and the problems pertain to jQuery. Tasks: - Diagnose and fix the jQuery issues - This includes addressing issues related to jQuery and Bootstrap - Ensure all animations are working as intended - Fix any event handlers that are not functioning correctly I'm seeking a skilled web developer with expertise in: - HTML5 - jQuery - Bootstrap - Proficiency in diagnosing and resolving common issues encountered with jQuery - Experience with AJAX requests and event handling in web development. If you're confident in your ability to troubleshoot and debug HTML5 and jQuery issues, I'd love to discuss further.
I am looking for a freelancer to assist with cleaning and analyzing a small dataset in Microsoft Excel. Key Responsibilities: - Data Cleaning: The dataset includes multiple columns and rows that need to be checked for inconsistencies, errors, and duplicates. - Data Analysis: After cleaning, I need the freelancer to perform basic data analysis to extract meaningful insights from the dataset. Ideal Skills: - Proficiency in Microsoft Excel and experience with data cleaning and analysis. - Attention to detail to ensure the dataset is thoroughly cleaned. - Basic data analysis skills to interpret the dataset and present the findings in a clear manner. Please note that the project does not require any specific tools or methods for analysis, but any experience with Pivot Tables, Statis...
I'm in need of a professional who can consistently extract data from a specific website on a daily basis. Key Requirements: - Data Extraction: Extracting various forms of data from a website. - Ongoing basis: This is not a one-time job. I'm looking for long-term cooperation, with the extraction ideally happening on a daily schedule. Ideal Skills and Experience: - Web Scraping: Proficiency in web scraping tools and techniques is a must. - Automation: Experience with automating the extraction process to make it efficient. - Consistency: Ability to maintain a daily extraction schedule accurately is crucial. Please include in your bid how you plan to approach this sort of ongoing data extraction.
As the client, I’m engaging this project for an in-depth investigation purpose. I have numerous photographs capturing crimes and betrayals, some of which have been under or over exposed on purpose. My key requirement hinges on using comprehensive digital image processing techniques to extract hidden information from these photos. The ideal freelancer for this task would have a strong background in this field, with proven expertise and enhanced skills. Expectations from the investigation include: • High level of detail: I need precise features clearly identified, even clear text if possible. The ultimate goal is to achieve the best possible clarity on the obscured parts of these crucial images. Therefore, this job best suits individuals who are proficient in digital f...
I need a professional who can extract data from a website on a daily basis. Key Responsibilities: - Extracting data from a specified website - Ensuring the data is accurate and up to date - Delivering the data in a specified format Skills and Experience: - Proficient in web scraping and data extraction - Experience in automating data extraction processes - Ability to maintain data accuracy and consistency - Knowledge of relevant data formats for delivery - Strong attention to detail and reliability This is an ongoing project, and I need someone who can commit to daily extractions. Be sure to include relevant experience in your bid.
...proficient in Python, specially trained in Chatgpt, to build a web-based AI application for my business. I need the application to be specialized in natural language processing and sentiment analysis, and subsequently serve as a recommender system to provide information and answer queries. Key Features: - Natural Language Processing: The system should be capable of comprehending textual data, extract relevant details and produce appropriate outcomes. - Sentiment Analysis: Enable the detection and understanding of sentiments within the processed text. - Recommender System: The goal is to provide customized information based on the user's interests or preferences. - Information Provider: The AI should function as chatbot, furnishing necessary details upon a user's reques...
I'm seeking a skilled analyst to develop a geographic profile map that displays crime rates within the city. The goal of this representation is to visualize and understand patterns in city-level criminal activities. Ideal Skills and Experience: - ...the city. The goal of this representation is to visualize and understand patterns in city-level criminal activities. Ideal Skills and Experience: - Proficient in Geographic Information Systems (GIS) or similar software for cartographic design - Background in criminology or relevant areas is beneficial - Familiarity with data extraction from various online sources Project Responsibilities: - Extract data from internet sources - Analyze and present the data in a geo-visual format - Maintain accuracy in representing crime rates ...
