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Statistics Projects
Looking for freelance Statistics jobs and project work? PeoplePerHour has you covered.
File Protection and Online Distribution System
An online file distribution platform is sought to securely share Word and PowerPoint files with access restrictions. The system needs to limit file downloads to a set duration while also preventing unauthorized copying and redistribution. Automatic IP tracking is required to restrict each purchase to a single device. Bidders with experience designing digital rights management solutions for web-based file sharing are invited to propose how best to implement time-expiring access controls, file blocking if moved to another computer, and reporting on file access statistics. The goal is to distribute educational materials via a WordPress-powered website with secure, limited-time access and use monitoring for compliance.
6 days ago8 proposalsRemoteAmazing programming: Python and Java in a unique style
I wish to hire a skilled programmer to develop two web applications, one using Python and another in Java, both with an original and creative design aesthetic. The Python project should be a simple data visualization tool that displays real-time statistical trends in a visually appealing manner. Core Python libraries like Pandas, Matplotlib and Seaborn should be utilized to fetch data from web APIs or databases and generate informative graphs, charts or interactive dashboards. Creativity is encouraged in designing the user interface and experience. For the Java application, I envision an educational game or simulation. Key Java technologies like JavaFX, Java Swing or a game library could feature. The application should gamify a complex process or concept to aid learning in an amusing way. Advanced OOP principles and design patterns may come into play for a polished final product. Both projects require clean, well-structured and documented code per industry best practices. Source versioning on Git is expected too. Ideally, the developer would have at least 2-3 years experience building full-stack web or GUI applications in Python and Java. A portfolio highlighting past creative works would be valuable. The developer should be comfortable working independently with occasional guidance from myself. Passion for solving problems through coding in novel, user-friendly designs is essential. Please share details of your
13 minutes ago1 proposalRemoteReview on the Effects of nanoparticles in occupational setting
A comprehensive systematic review of the literature is required to assess the health implications of nanoparticles in occupational settings. The review should encompass a broad range of studies and research on the exposure and effects of nanoparticles on workers across different industries. The objective is to examine the current state of knowledge on this topic and identify any gaps or areas of uncertainty. The review should include a search of relevant databases, such as PubMed, Scopus, and Web of Science, to identify studies published between 2010 and 2024. Studies that examine the health effects of nanoparticles in both laboratory and occupational settings, as well as studies that consider different nanoparticle types and sizes, should be included. The review should assess the methods used in the included studies and evaluate their validity and reliability. Studies that use appropriate experimental designs, control groups, and statistical analysis techniques should be given greater weight. The review should summarize the key findings of the included studies and provide a comprehensive overview of the health effects of nanoparticles on workers. The effects on various organ systems, such as the respiratory, cardiovascular, and neurological systems, should be discussed in detail. The review should also consider the potential exposure pathways and risk factors associated with nanoparticle exposure in occupational settings. This may include factors such as workplace ventilation, personal protective equipment, and exposure duration. Finally, the review should make recommendations for future research and policy development to address the health risks associated with nanoparticle exposure in occupational settings. This may include the development of new exposure control measures, the evaluation of existing regulations, and the promotion of worker education and training. By conducting a systematic review of the literature, this project aims to contribute to the understanding of the health effects of nanoparticles in occupational settings and to inform evidence-based policies and practices to protect worker health.
3 days ago20 proposalsRemoteopportunity
VoIP Mobile App Development
Hello, PLEASE READ THIS AMENDED VERSION and re-quote or confirm quote by a message. When messaging me, please list what features can be achieved and what can't and we're good to go. NB: I don't want an app customised from scrtatch. I just want something simple from a template like linphone or any other open source then customise to make a usable multi-tenant VoIP Softphone for IOS & Android (with windows PC as bonus) that can make/receive voip calls, divert/forward calls, etc. We can start from https://themeforest.net/item/dialer-voip-mobile-calling-apps-html-templates/21066668 or linphone or else. I need the best quote for a very efficient VoIP Mobile App for IOS & Android users that I can monetise on Playstore, app store, etc. Below is the list of features. Not all features can be achieved so please quote based on what you can achieve in the list below. Send me the list of what can be achieved with your skills, the plaform you will use to develop the app, and within the budget specified. As I said I want a simple voip app that works perfectly fine to call, to receive calls, to divert/forward calls, to join meetings or conference calls or host one, with voicemail,etc. The video calling part is optional but essential. The webdialling or desktop dialling part is optional so if it can be achieved fine otherwise leave it. Telephony features* (Very important features and part of basic) Protocols: SIP or IAX Network features: TCP, UDP, TLS Multi-tenant VoIP Softphone (Unlimited users or tenants and installations) Available for Android, iOS, desktop Windows, macOS,… and maybe Linux Manual & auto-Provisioning Balance display (API) Rate display (API) Service & Product names and short descriptions Startup screen Logo and customisable logo field for business users Localization Automatic User registration/sign-up (and/or link to our website registration. Businesses to be confirmed within 24-48hours) Show dialled number (DNIS) / caller ID or name Ignore call function Call forwarding Unattended transfer Attended transfer Auto-answer Call recordings Conference host (SIP) Voicemail Number of users per tenant to be specified in back-end. o Single user/tenant by default o Multiple users (number to be determined in back end since it’s a cost per user per month for monthly subscriptions). E.g: £2.99/u/m. a business with 10 users will have to pay £29.90 per account per month. o PAYG customers will pay a one-time fee for downloading e.g. £10 then use it for free (Free = means at least one top-up every trimester otherwise the app will be blocked. To re-activate, another £10 will be sought.). o PAYG customers will top-up from £5 to £30 in increments of 5. Top-ups will only be available for 1 calendar month and will expire. o Businesses cannot use PAYG therefore all PAYG users will be single users (and not multiple users in one account). API for Balance Display API for Rate Display PUSH (mobile) Encryption TLS/SRTP/ZRTP Other security features: Account password encryption, HTTPS/SFTP configuration Codecs and wideband codecs / engine features Opus (Opus narrow, Opus wide, Opus super, Opus full) G.711 (a-law, mu-law) G.722 G.726 G.729 Speex (Speex, Speex wide, Speex Ultra) iLBC (iLBC 20 (desktop), iLBC 30) GSM FR VP8 (video codec) H.264 (video codec) Echo cancellation, Adaptive Jitter Buffer, Packet Loss Concealment, Auto Gain Control, Noise reduction Codec priority settings and Codec settings per User or per account Advanced network features* Network statistics Network handover IPv6 DNS SRV Audio, video & chat functionalities Audio calls, hold, mute, call waiting * Call conference * Call recording Call transfer * Video conference SMS/IM Presence Contact management features* Contact list import Instant contact search Instant adding of contacts Avatars per contact Interface features Multilanguage support: English & French* Optional auto-pop-up-window on incoming call* Always on top, Minimize on start-up, etc.* Integration tools: API, Auto-provisioning (HTTP, HTTPS, SFTP and FTP)* CRM integration (click-to-dial): OPTIONAL Vicidial CallPro Nimble Freshdesk SalesForce Customization: Custom logo, Branding, etc.
3 days ago11 proposalsRemote
Past "Statistics" Projects
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Statistical Analysis and Commentary
Dear All, I’m looking for some assistance analysing the results of a questionnaire for a master project in Project Management. Once the results have been analysed, I will then use that to draw conclusions around the key results, I require the winning bidder to: • Complete some statistical analysis of the data provided (including relevant charts, graphs and tables) • Contextualise the results • Provide a basic commentary of the data and analysis which I can use to turn into conclusions and expand to make recommendations • Identify and provide some commentary around any evidence that contradicts my primary findings or where data is insufficient to draw conclusions and identify any anomalies (The discussion of these graphics should include descriptions of trends, positive and negative correlation, comparison between results) Please explain any other “value added” you could provide on top of the above. The end point needs to be some analysis (suitable for Masters UK Level) which I can then use to prove/disprove my hypothesis and draw meaningful conclusions. Please provide some realistic timescales and any other comments in your bid. The aims of the project are: • identify the factors that are conducive and non-conducive to engagement in digital projects and digital change management. • develop an explanatory model of factors that contribute to or detract from digital change management. • propose solutions to maximize engagement in digital change projects within the NHS. • test these solutions empirically, using a quantitative questionnaire to gather data from individuals involved in change projects within the NHS. Please find enclosed the CSV file with the raw data Thanks Gareth
Editor Needed for Improving Draft B2B Marketing Content
I need a highly experienced editor who can improve draft content and apply edits to ensure a consistent tone of voice. The goal is to make sure the content is free from grammar and spelling mistakes, and to fact-check it for accuracy. The content needs to be readable and engaging, and must be suitable for B2B marketing professionals. I will provide you with one structured draft containing the correct outline headings and the statistics I'd like to reference. Then, I'll provide another, more detailed but less structured draft. This will require you to consolidate and refine the content for each heading, ensuring it is readable and engaging for readers.
I need a multi page brochure created highlighting Joint venture
Require a multi page a4 designed brochure to highlight the potential of a JV proposal with our company. Overall it is to highlight opportunities to invest with us and the type of terms we provide. Where we have data we would like you to create attractive charts, and/or tables to help highlight these attributes the best. Joint Venture Proposal Invest with Maybria London: Prime Property Development in Belgravia About Us Maybria London is a renowned property development firm with a strong track record in prime London real estate. We specialize in acquiring depreciated and rundown assets, transforming them through high-end design and refurbishment to realise maximum returns. Investment Opportunity (example available now) We are always seeking investors to partner with us in exciting property development projects, with amazing potential returns. One such development we are currently offering and will use as an example is on Eaton Place, Belgravia. This opportunity involves the acquisition of a tired and out dated one-bedroom apartment in one of London's most coveted addresses. The apartment will be developed into a luxurious desirable property, considerably increasing its value. Investment Details Investor Contribution: Fund 30% of the property purchase price, land tax, and legal fees. Funds will be borrowed to our holding company and subsequently used to exchange contracts and complete the purchase in a newly set-up Special Purpose Vehicle (SPV). Maybria’s Role: Manage and oversee the entire process from start to finish, including design and build. Arrange all remaining funding required by the development SPV. Secure development funding through one of our multiple UK lenders. Profit Sharing: Profits are split equally between Maybria London and the investor. Investors can expect incredible ROI. Project Overview Proposed Property: Development and reconfiguration of a 1-bedroom flat on Eaton Place, Belgravia. Floor Space: 951 sq ft Asking Price: £1,800,000 (£1,893/ft²) Estimated Costs: Cost Item Amount Purchase £1,700,000 Stamp Duty £166,250 Build £300,000 CIL £0 Legal £10,000 Professional Fees £10,000 Lending £175,000 Total £2,361,250 Potential Resale Value: Based on direct comparables on the same road: £3,000,000 (£3,154 / ft²) - £3,200,000 (£3,364 / ft²) Return on Investment (ROI) Estimated Sales Price: Minimum: £3,000,000 Maximum: £3,200,000 Potential ROI for £686,250 Provided by Investor: At £3,000,000 Sale: £319,375 (47% Return on Investment) At £3,200,000 Sale: £419,375 (61% Return on Investment) Note: Utilities, building control, and resale fees (circa 1.5% of sales price) not included above. Why Invest with Maybria London? Proven Track Record: Extensive experience in prime London development. High Returns: Exceptional ROI specific to our projects. Full Project Management: We handle everything from acquisition to resale. Secure Investment: Personal guarantees provided for investor funds. Exclusive Access to Funding: Investors benefit from our established relationships with UK lenders, who provide development funding due to our proven track record and UK presence. Individual investors often face challenges such as extensive KYC processes and long approval times, which can result in missed opportunities. Furthermore, without demonstrated experience in property development, securing development funding independently is typically not feasible. Comparing ROI Across Sectors Investment Type Average ROI Maybria London Development 47% - 61% UK Stock Market 7% - 10% UK Bonds 3% - 5% UK Real Estate (General) 4% - 6% Source: National statistics and market reports ROI Presentation for the Brochure: ROI and Timeline Explanation Text: "The Eaton Place project targets a projected ROI of 47% to 61%, derived from Maybria London’s specialized high-end refurbishments aimed at maximizing property value. While the completion of work will significantly enhance the property's market value within 12 months, the full realization of this ROI is anticipated within 12 to 18 months, capturing the period potentially required for the successful sale of the property." Value Increase Chart Description Title: "Projected ROI Upon Sale Post-Refurbishment" Sub-Title: "Estimated Realization Timeline: 12-18 Months" Visual: Bar chart showing: Comparative Investments: Typical growth in other sectors over the same period for context. Source: National statistics and market reports Eaton Place Project: Highlighting the potential 47% to 61% ROI. Join Us in This Exclusive Opportunity Investing with Maybria London offers you the chance to be part of an elite development project with the potential for significant financial returns. Contact us today to discuss this unique opportunity further. Contact Information Maybria London Address: [Insert Address] Phone: [Insert Phone Number] Email: [Insert Email Address] Website: [Insert Website]
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Markets / industry/ category analysis
Prepare the below in PPT format with graphs- clear data that will be part of a business plan for luxury footwear women high heels. All data needs to be with clear reliable sources. Market Analysis - macro and micro : to include - Market size and growth potential (Luxury fashion then footwear) - Market trends and forecastsIndustry description and outlook - Target market demographics and needs - Market Size, Trends, Drivers, Restraints, Demand,Overview,Segmentation - Industrial Growth, Statistics, and Demographics - Competitor Analysis - Industrial Trends and Forecast The data to be global then for the Gulf area (Saudi, UAE, Kuwait mainly), USA, Keys countries in Europe i.e Paris (France), London (UK). Italy, etc
Action research Data analysis
I am looking for someone to analyze my data for my research. I AM NOT VIOLATING ANY POLICIES THIS IS A REQUEST FROM MY PROFESSOR. I am not required to do the statistical work so I need someone to help with statistical information and provide charts to continue working on my research paper. My sample is very small (only 10 people)
Presentation
I would like help with creating a presentation It’s on PowerPoint , the skeleton is complete Approx 15 slides, the ideas are down mostly but it it doesn’t look very nice… All just needs to be aligned, colour matching etc Include a few relevant graphics Plus actual graphs for the statistics listed.. Would need to be complete by 11am tomorrow or sooner if possible. Thank you.
Quick Data Analysis Lists
You need to make 2 lists in Microsoft Word. They will be filled in as laid out below. Compile data around the factors in the sources provided at the end. You don’t have to use all the sources, we’ve just provided quite a few so you aren’t wasting time researching, you can just jump straight into the analysis and make the lists. Use a weighted statistical system to determine the Top 10 and Bottom 10 states for public safety as explained here: https://www.fool.com/the-ascent/small-business/project-management/weighted-scoring-model/. Focus on the three areas of public safety as the ranking factors (emergency response time; # of roadway infrastructure incidents [collapsed bridges or roads etc, traffic accidents]; and # of building infrastructure incidents). Please ensure the criteria for best and worst is consistent across all states. In each state’s subsection, write only a few sentences to cover specific details and underlying reasons (such as legislation, government spending on infrastructure, etc.) why public safety is so good (or so poor) in that state. Explain your math/statistics for putting each state in each rank, and link to the exact chart/data you pulled info from. Do this for every state listed, because I need to see exactly where every number, rank, percentage, etc. comes from to check your math and accuracy before payment is released. ChatGPT gets the analysis wrong every time, so make sure you follow instructions carefully, show your work, and check your math. List Layout: Best States for Public Safety State 1 State 2 State 3 State 4 State 5 State 6 State 7 State 8 State 9 State 10 Worst States for Public Safety State 1 State 2 State 3 State 4 State 5 State 6 State 7 State 8 State 9 State 10 Data sources: Bridge condition by highway system 2023 by the U.S. Dept of Transportation https://www.fhwa.dot.gov/bridge/nbi/no10/condition23.cfm FEMA Annual Building Code Adoption Tracking Fact Sheets 2023 https://www.fema.gov/emergency-managers/risk-management/building-science/bcat/fact-sheets?utm_source=gd&utm_medium=march#search State Fire Loss & Fire Department Profiles through FEMA https://www.usfa.fema.gov/statistics/states/ Average commute times by state https://www.census.gov/acs/www/about/why-we-ask-each-question/commuting/ Building codes by state via IBHS https://ibhs.org/public-policy/building-codes-by-state/ Building code adoption tracking through FEMA https://www.fema.gov/emergency-managers/risk-management/building-science/bcat 2022 Highway Statistics via the U.S. Dept of Transportation https://www.fhwa.dot.gov/policyinformation/statistics/2022/ Best states for emergency healthcare via Forbes https://www.forbes.com/health/medical-alert-systems/best-states-for-emergency-health-care/ Mobile device speedtest for phones https://www.speedtest.net/global-index/united-states EIA data on power outages https://www.eia.gov/electricity/data/eia861/ Broadband internet access/rankings https://broadbandnow.com/research/best-states-with-internet-coverage-and-speed US fire death rates by state via the NFPA https://www.nfpa.org/education-and-research/research/nfpa-research/fire-statistical-reports/fire-deaths-by-state
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Selling furniture restoration service
We are a newly established furniture restoration company seeking to expand our client base through effective business development efforts. Potential freelancers should have proven experience in strategically generating quality sales leads through diverse outreach methods. The successful candidate will be responsible for conducting comprehensive online and offline market research to identify target customers within our local area who may require our furniture refurbishing services. They will then employ creative and persuasive lead generation techniques such as customized email marketing, social media campaigns and telephone prospecting to connect with and attract potential clients. Statistical analysis of campaign performance and regular progress reports on new leads acquired will also be expected. The ideal freelancer will have strong communication and interpersonal skills to professionally represent our brand during all client interactions. Reliable and efficient lead generation over the next 1 months is the primary goal of this project. UK based freelancers only because of time difference
opportunityurgent
I need a content creator
I am seeking a skilled content professional to transform a 124-page document into a variety of engaging digital assets. The source material explores interesting concepts across multiple topics and needs to be distilled into forms that will appeal to a wider audience. Specifically, I require assistance extracting meaningful quotes, statistics, and insights from the source to establish the key takeaways. These extracts then need to be creatively presented using visual storytelling platforms like Canva to give them maximum impact. Examples include designing beautifully laid out quotes, crafting infographics to simplify complex data, and using other digital graphic design elements. In addition, several multi-paragraph summaries that synopsize sections or chapters from the source will be composed. These digestible report-outs need to maintain the original topics while catering to time-constrained online readers. Strong writing and editing expertise is essential to clearly convey important ideas concisely. The resulting digital content package should enhance understanding and promote further exploration of the discussions contained within the source material. Familiarity with widely used design, publishing and social media platforms is preferable to distribute everything professionally. This is a short-term remote contract project requiring 1 week to complete depending on the candidate's experience and efficiency. Applicants should demonstrate proven abilities in content creation, graphic design, online publishing and working independently within deadlines. NEED TO START ASAP
Data Analyst Needed for Comprehensive Text Analysis
This project involves conducting a comprehensive linguistic analysis of speeches delivered by former US President Donald Trump. The goals are to quantitatively and qualitatively examine word usage patterns, topic modeling, sentiment analysis, n-gram exploration and more. Techniques such as word frequency counts, word clouds, bar plots, word embeddings and corpus linguistics will be implemented to study lexical elements. Topic modeling using LDA aims to uncover latent themes. Sentiment analysis gauges emotional undertones. TF-IDF and concordance analysis provide contextual word insights. Visualizations including bar graphs and word clouds communicate findings. Python/R programming and libraries such as NLTK/tidytext facilitate the technical aspects. An experienced data scientist is sought to methodically analyze the data, deftly apply appropriate methods, and cogently present discoveries. Strong qualifications include a demonstrated record in text mining, statistical computing, information visualization, and clear technical communication. The results will offer a rich linguistic profile of the speeches to inform researchers.
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Power BI replication of excel spreadsheet
I need a replication of the attached xls into Power BI (columns K:AD). I would also like that the data feed will be automatic into Power BI from web query (https://www.youtube.com/watch?v=o5y0m4zF6VU) via a dynamic stock quote, I will scrape via Yahoo Finance. Thus, the data and statistic analysis will update for whichever stocks I maintain in the backtable/xls. In DoR worksheet, all cells in yellow will feed from the above scraping, the orange cells need to be calculated in the query. For the visual in BI, something close to layout in columns (K:AD) is needed - which includes some statistical calculations (formula shown in xls). Ideally I would be able to toggle between the 3 data sets within the same sheet i.e. calculated for i) close-close returns, ii)high-low returns and iii) open-close returns.
Administration Assistant
Social Value UK is a dynamic and innovative organisation dedicated to delivering excellent products and services to our members. As we expand our operations, we are looking for a highly organised and tech-savvy Administration Assistant with digital marketing skills to join our team remotely. This role is crucial in supporting our administrative functions while also contributing to our digital marketing efforts. Key responsibilities: Provide a general administrative service for the team including member support, member services, finance, governance, marketing (including digital marketing), training and development Handle a range of internal and external enquiries Manage pre and post learning activity administration (registrations, session links, follow up administration) Maintain learner records and attendance registers Provide customer support for event-related enquiries Manage and maintain internal and external calendars Maintain relevant databases and training records, producing reports, statistics and analysis Manage and coordinate logistics for company events and meetings Undertake other appropriate duties as requested Assist in the development and execution of digital marketing campaigns. Manage and update the company’s social media profiles (Facebook, Twitter, LinkedIn, Instagram, etc.). Create engaging content for social media, blog posts, and newsletters. Monitor and report on the performance of digital marketing campaigns using analytics tools. Conduct market research to identify trends and insights for improving marketing strategies. Assist with email marketing campaigns, including drafting and scheduling emails. Update and maintain the company website using content management systems (CMS). Skills & Experience required Proven experience as an administrative assistant or in a similar role Strong organisational and time-management skills Excellent written and verbal communication skills Proficiency in Microsoft Office Suite (Word, Excel, PowerPoint, Outlook) Experience with digital marketing tools and platforms (Google Analytics, Hootsuite, Mailchimp, Buffer etc.) Familiarity with social media platforms and content creation Basic knowledge of SEO and web traffic metrics Ability to multitask and prioritise tasks effectively Self-motivated and able to work independently in a remote environment Please include your CV with your reply as we will only review applications that enclose details of a candidate's background and experience. The successful candidate will undertake an interview, complete a competency test and pass background checks.
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VoIP API link to CRM
We have a bespoke but largely typical CRM built in PHP. We are now looking to integrate CircleLoop VoIP (their API material can be found here https://developers.circleloop.com/ ) We require the configuration to enable our users to call from our CRM record, with the call routed through the API. We require the call statistics to be listed within each customer record (date/time/duration/direction of call) and, we require the call recordings to be stored by default via an AWS repository, but, linked from our customers record within the CRM. Finally, we require a management report screen, whereby we are able to view activity stats (all contained within CircleLoop), but from within our CRM and an admin option to view ALL users call recordings. Competency, speed of delivery, prior experience is all key, as is cost. To prevent auto bids, if you've read this far, please start your bid with the word 'genuine', otherwise I'll have to ignore it. Thank you and good luck.
Shopping Centre Marketing Report Creation
I need an in-depth, engaging PDF report on all the marketing activities of a shopping centre. This will include comprehensive data from key social media channels, the website, in-person events, and occupier information. - The report should encompass data from major social media channels such as Facebook, Instagram, Twitter, LinkedIn and Tik-Tok, as well as any other relevant channels identified. - In terms of the website, the report should cover website traffic statistics, user demographic data, CTA page information, and page index. The report should be informative, visually appealing, and easy to understand. Ideal skills and experience for this project include: - Proficiency in data analysis and interpretation, particularly in the context of social media and website metrics. - Experience in creating engaging, visually appealing PDF documents. - Previous experience in creating reports for shopping centers or similar entities is a plus, but not necessary. - Strong communication skills to ensure the report accurately represents the shopping center's marketing activities.
Call Re-coding app in ios and android
Develop a cross-platform call recording application for iOS and Android. The app should record all incoming and outgoing call details such as call duration, timestamps, and phone numbers. It should capture this call log data at regular one-hour intervals and securely transmit the anonymized aggregates to a backend server. The server would then compile and store the usage statistics. Key features include initiating audio recording with phone calls, running recording in the background even when the app is closed, and uploading encrypted data payloads on a schedule. Developers proficient in mobile SDKs like Swift, Java and backend services like Node.js are encouraged to bid on bringing this call data capture and reporting concept to life with an eye towards privacy and security best practices.
Infographic card
I require minor revisions to be made to an existing infographic dashboard card comprising around 10-12 data field updates. The current dashboard is designed as a PDF document, however future iterations will necessitate editable figures. Therefore, the selected designer will be asked to recreate the visual layout and design of the card in a vector graphics format while incorporating the amended figures. The infographic card contains various statistical representations and performance indicators. The updates required relate primarily to quantitative values within selected datasets shown on the card. The overall visual style and qualitative elements shall be retained, only the specified numerical fields replaced. Familiarity with Adobe Illustrator or similar vector drawing software would be preferable to reformat the file as a scalable file type allowing adjustments going forward. A clean, clear visual communication style has been employed in the original design. The updated file should maintain graphical and layout consistency while swapping revised statistics. Attention to detail is important as the card forms part of routine management reporting. Candidates experienced in data visualization, infographics creation and desktop publishing software would be well-suited for this task. Kindly provide examples of your previous work of a similar nature and turnaround time needed to complete the updates.