Generated by All in One SEO v4.9.0, this is an llms.txt file, used by LLMs to index the site. # pykih Pykih is a product design agency. We specialize in designing Information products and services that help with candid communication. ## Sitemaps - [XML Sitemap](https://www.pykih.com/sitemap.xml): Contains all public & indexable URLs for this website. ## Posts - [Sales and Distribution Dashboard](https://www.pykih.com/sales-and-distribution-dashboard/20191223/) - Pykih assists a large CPG company to order sales and distribution across 22,000+ outlets across the city of Bangalore. - [Track offline advertisement](https://www.pykih.com/salestag-me-track-offline-advertisement/20131123/) - SalesTag is a Canadian start-up that leverages technology to bring real-time traffic analytics to offline advertisements leading to smart targeting. They had an Excel sheet with 100+ data points and ratios that their clients wanted. However, they were not sure of how to best visualise the data. - [Election counting day app](https://www.pykih.com/election-counting-day-app/20140516/) - Loksabha Elections 2014 was arguably the most heated and toughly contested election ever. India registered a historic voter turn out and for the first time since 1984, India was headed towards single party rule. FirstPost.com commissioned pykih to build out it's web app that would show the results as they came in live on Election Counting Day (May 16). - [How Lots of Little Bets Create a Few Big Wins](https://www.pykih.com/investment-portfolio-performance-presentation/20150526/) - 500 Startups wanted to present its philosophy - "How Lots of Little Bets Create a Few Big Wins" to current & future investors in their fund. The visual would act as a presentation aid that will help showcase the strategy of investing in a large # of companies (~200-300) within a portfolio and how it yields a positive outcome (show the increase in value of companies we invest in over time). - [Real-time cricket scorecard](https://www.pykih.com/real-time-cricket-scorecard/20140421/) - Back in 2014, FirstPost.com was a leading political news site. They wanted to increase their readership among young online users. With Indian Premiere League around the corner, pykih was contracted to come up with a interactive cricket scorecard that will help it launch into sports and compete with ESPN CricInfo. - [IVRS Dashboard](https://www.pykih.com/akshara-foundation-ivrs-dashboard/20140523/) - The Karnataka Learning Project at Akshara Foundation was conducting a survey of schools across the state. The ground staff was making mistakes. They wanted to invest in a real time dashboard to know survey responses as soon as they are collected so they can send field staff back to recollect the information. - [Create a trip advisor like tool for hospital visits](https://www.pykih.com/icici-lombard-health-advisor/20191222/) - Trip advisor for insurance customers during a medical emergency. - [Create data-driven ambience at conference](https://www.pykih.com/dashboards-for-conferences/20191223/) - World Partner Conference is one of Microsoft's biggest annual events with 15,000 attendees from 134 countries. Pykih was tasked with designing, building and hosting a visually impactful, real-time dashboard that would showcase social conversations around the event. It was branded as the "Social Hub". Social Hub became the venue for multiple presentations, a musical performance and an award ceremony among other events. - [Are community health workers being allocated efficiently?](https://www.pykih.com/are-community-health-workers-being-allocated-efficiently/20191224/) - Patients with treatable diseases such as tuberculosis (TB) may skip treatment due to the negative stigma attached to this disease. Additionally, treatment centers may be far and inconvenient for patients who cannot afford the time and money that involves missing a day of work. Therefore, Operation ASHA has treatment centers close to where patients live and employs community health workers (CHWs) to directly observe and deliver TB treatment to patients in the surrounding areas. Currently, CHWs go door to door to detect potential patients which is inefficient and time consuming. Can we make this process more efficient? We explore this question with our friends at OpASHA. - [Study changes to the Constitution of India within minutes](https://www.pykih.com/thehindu-study-changes-to-the-constitution-of-india-within-minutes/20150605/) - The Indian Constitution, which serves as the embodiment of the laws we abide by. Most citizens study it in briefly in school. The general perception is that the Constitution was created and set in stone half a century ago. Contrary to that perception, the constitution is a truly living document. Since 1951, the constitution of the country has been amended over a 100 times within ~65 years. How can citizens keep themselves up to date with the changes? We study this with our friends at The Hindu (Ms. Rukmini Shrinivasan, National Data Editor), Vidhi Centre for Legal Policy and PRS Legislative Research. - [Survey Dashboard on Ona.io](https://www.pykih.com/helen-keller-international-survey-dashboard-on-ona-io/20130822/) - We use FormHub to run surveys in many African countries and needed a better way to visualise all the data from these surveys. With JARVIS:BI's FormHub dashboard, survey results can now be viewed in real time. This allows for immediate feedback about our programs from the field, which greatly increases the quality of the work we do. - [Love indicator](https://www.pykih.com/composite-indicators/20131123/) - Analytics is a very geeky business and not every end-user is as comfortable with numbers and identifying the implication as they change. Hence, it is important to innovate w.r.t. consumption of analytics. This is achieved by employing a concept called "conceptual abstraction." Let us take an example: Every B2C business categorises customers by their value. - [River chart](https://www.pykih.com/river-chart/20131123/) - SalesTag.me is a Canadian start-up that has a mobile app. Users can scan an offline advertisement e.g. billboard. The app recognizes the advertisement and offers them a coupon. Users can share the offer on social media and then proceed to buy the product on the mobile app itself. Our objective was to show case 20+ attributes intuitively. The funnel shows the various steps of the sales process i.e. advertisements scanned, shares on social media, number of users who saw the product, number of users who added to cart, number of users who checked-out, number of purchases, number of units sold and total revenue generated. - [What if information designers designed a blog](https://www.pykih.com/what-if-information-designers-designed-a-blog/20131215/) - A quick Google search later, we saw collated and reviewed the most common blogging systems out there from Tumblr to HubSpot. However, for some reason, none of the designs seemed to click. Common Blog Design #1 This is the most common blog design. You generally have one or two columns, generally one main area and - [Conceptualize, design and prototype visualization as UX](https://www.pykih.com/design-build-custom-visualization/20131223/) - A Germany based ERP company commissioned pykih to explore the possibility of using data visualization in ERP as data entry user experience. - [Analytics for FMCG sales managers](https://www.pykih.com/analytics-for-fmcg-sales-managers/20140415/) - Sales managers, who are constantly on the move, need to make sense of vast amounts of data at their disposal in MS Excel. This process inherently is inefficient, causes lags in decision making and is error-prone. - [Twitter Sentiment Analysis](https://www.pykih.com/twitter-sentiment-analysis/20140701/) - FirstPost.com is a news website owned by the Network18 Group. Pykih was given the task of coming up with a visualisation that would help layman readers judge the reaction of others to the much hyped budget of the Modi government. We built a page which has a Live TV embed that showed the Finance Minister, Arun Jaitley, deliver his Budget speech and simultaneously, we built a visualisation that show cased the real-time reaction of the stock market and the sentiment of people. Needless to say, but we are one of the first one's in India to build a data visualisation of this manner in India. - [I've got 60 seconds to get attention of policy makers](https://www.pykih.com/ive-got-60-seconds-to-get-attention-of-policy-makers/20141022/) - An official of a Transgovernmental Agency had a meeting with an Indian Government Official. She wanted a visual aid to drive home the point that India needs better building regulation to protect against damage from earthquakes. We took all earthquakes of more than 3 richter scale in and around the Indian Subcontinent and plotted it in a timeline to showcase how often earthquakes occur in this region. - [Configurable Infographics for the web and for print](https://www.pykih.com/infographics/20141115/) - The client, a US based news media and communication company, wanted to develop information briefs on various areas of interest including the Automotive and Healthcare sectors and Public Policy space but in a manner that could be refashioned for multiple data scenarios. In order to reduce re-work they were looking for a solution that let them build creative infographics that could be connected with data and would update accordingly. Further, they wanted the infographic to be responsive and static so that it could be shared across web, mobile and print media. We designed the infographics as one-page visuals so that they could easily be resized and place in any larger communication collateral. Additionally, the infographics were linked to excel sheets so that when the data in those sheets were updated the infographic changes to reflect the new data. The infographics were published on the client's website as well as in their print communication. - [Visualizing Election trend with reference to geography and time](https://www.pykih.com/indiaspend-map-graphic-for-story/20150722/) - A data journalism project that analysed how policy decisions taken by an Indian political party affected their election performance across 2 consecutive elections. - [Keep stakeholders updated with automated reported](https://www.pykih.com/keep-stakeholders-updated-with-automated-reports/20150923/) - Europeana.eu is a EU Government funded portal, whose goal is to make Europe's cultural and scientific heritage accessible to the public. Europeana PRO (this project) was designed to provide regular, comprehensive usage reports of ~29 million records back to partners — ~ 150 different data providers and ~2300 cultural institutions. Pykih's software built in partnership with DataWrapper. - [Responsible Biz 2016](https://www.pykih.com/responsible-biz-2016/20160222/) - Oxfam India analyzed disclosures by top listed companies on five parameters of social inclusion - nondiscrimination in the workplace, respecting employee dignity and human rights, community development, inclusiveness supply chain and community as business stakeholders to work towards implementing an ESG (Environmental Social Governance) Index. Pykih was commissioned to create a dashboard of the data. - [Debias perceptions](https://www.pykih.com/debias/20161122/) - People are notoriously likely to call themselves middle class even when they are not. The annual income of the top 10% Indians is between Rs. 50,000 and Rs. 41 Lakhs. With this calculator built for Huffington Post India, we intend to de-bias India's rich. - [Showcase portfolio of projects on map](https://www.pykih.com/showcase-portfolio-of-projects-on-map/20170122/) - Develop and design a visually striking geographical map of India which depicts UNDP projects around the country, links them with the relevant SDGs, thematic areas and also provides a space for information sheets, factsheets etc. - [Responsible Biz 2017 (Explore)](https://www.pykih.com/responsible-biz-2017-explore/20170214/) - Slice and dice companies based responsible business indices, ownership status and sector. Built for Oxfam and was published in LiveMint. - [Responsible Biz 2017 (Explain)](https://www.pykih.com/responsible-biz-2017-explain/20170214/) - Oxfam India had built ResponsibleBiz.org — an Environmental Social Governance index of Top 100 companies in India. While critical, the research was dry. They commissioned pykih to build an interactive visual essay that attracted and introduced journalists to the index. - [[Concept] Is journalism even changing minds?](https://www.pykih.com/is-journalism-changing-minds/20170304/) - [Dotmat: A pie chart that tells stories](https://www.pykih.com/dotmat/20170317/) - Pie-charts, trellises are helpful in understanding part-of-whole information. However, they are aggregate, static and the individuality of entities (votes, deaths, etc.) within each slice is lost. Dotmat aims to address this. The inspiration for the DotMat came from FiveThirtyEight.com’s visual on gun deaths. - [[Concept] Annotate paragraphs](https://www.pykih.com/annotate-paragraphs/20170320/) - [[Concept] Introducing context cards](https://www.pykih.com/context-cards/20170401/) - Using structured journalism to add context to stories - [Quiz](https://www.pykih.com/quiz/20170414/) - A quiz is a simple and fun story telling format that writers can use to educate readers on critical information. A well-framed quiz can drive engagement because it challenges the reader’s knowledge on a topic. - [MCD Elections 2017](https://www.pykih.com/elections-2017/20170427/) - The city of New Delhi was heading for elections in May 2017. IndianExpress.com used a pykih visualization for election counting day to live present results. - [[Concept] Districtopedia](https://www.pykih.com/districtopedia/20170523/) - In the run up to 2019 General Elections, this platform was conceptualised as a report card (education, gender, economy,..) of each district of the country. The designs drew heavy inspiration from the now acquired GraphIQ knowledge graph. - [[Concept] Storymap](https://www.pykih.com/storymap/20170530/) - Even if communities live next to each other in the same city, the quality of life they experience can be vastly different. Storymap is a tool to use satellite maps to highlight discrimination (or lack of) in providing essential government services — like roads, water bodies, playgrounds, green cover —based on religion, race or economic status of the people living within a neighbourhood. - [Timeline](https://www.pykih.com/timeline/20170619/) - Timeline is a common information graphic used in journalism. They are used to visually depict events chronologically across a span of time. KnightLab’s TimelineJS is the most commonly used Timeline tool. However, it depicts timeline horizontally which is not ideal for low quality mobile phones in India. Hence, we explored new designs. - [[Concept] Jal Jagran](https://www.pykih.com/jal-jagran/20171113/) - This was a concept explored for Jagran.com. A data-led interactive project on the level of groundwater across districts in the north Indian state of Uttar Pradesh. The project attempts to curate, compare and contextualise datasets collected by various government departments that together impact groundwater levels but are currently buried in bureaucratic silos with different agencies. By contextualising multiple datasets and simplifying data points the project will make complex government data usable and actionable and inform users about specific and wider trends related to groundwater levels. - [[Concept] Compare cost of living](https://www.pykih.com/compare-cost-of-living/20171222/) - Moving from New Delhi to Mumbai? You need to increase your salary by 38% to maintain quality of life. This visual was built on data from numbeo.com - [GRIT](https://www.pykih.com/grit/20180115/) - [Has the Govt of India's education policies worked?](https://www.pykih.com/indias-education-policies/20180212/) - A major Indian English newspaper wanted to visualize how has the Government of India's education policies performed. - [ResponsibleBiz.org](https://www.pykih.com/responsiblebiz-org/20180302/) - [[Concept] Outbreak Cholera](https://www.pykih.com/outbreak-cholera/20180430/) - [[Concept] Land Conflict Watch](https://www.pykih.com/land-conflict-watch/20180519/) - [Hate Crime Watch](https://www.pykih.com/hate-crime-watch/20180529/) - [[Jobs] React Developer](https://www.pykih.com/jobs-react-developer/20191221/) - We are looking for a Javascript, React developer to join our Frontend Development team. - [Lead scoring with Machine Learning](https://www.pykih.com/wise-io-lead-scoring-with-machine-learning/20191222/) - Wise.io uses machine learning to score the volume of leads submitted over a given timeframe. We need a calculator to display the trade-off between false positive rate and missed detection rate. For any model, a user can dial down the false positive rate in exchange for a higher missed detection rate, and vice versa. - [How much does a hotdog really cost?](https://www.pykih.com/applegate-how-much-does-a-hotdog-really-cost/20191222/) - Organic hot dogs cost a bit more at the checkout than standard brands. However there are hidden environmental and health costs for factory-farmed hot dogs. How do we visually educate to ordinary consumers that organic hot dogs are, in fact, a better deal for consumers? - [Book skiing based on weather](https://www.pykih.com/snow-com-book-skiing-based-on-weather/20191222/) - Snow.com is a chain of skiing based resorts. They wanted a data-driven shopping experience where customers could see average snowfall and temperature data for past 5 years to decide which days they want to book. - [Encourage customers to book tickets in advance](https://www.pykih.com/trainline-com-encourage-customers-to-book-tickets-in-advance/20191222/) - Problem Statement The client, an online train travel booking company, wished to employ a digital marketing strategy that would create awareness and motivate more users to book train tickets online. As part of their strategy they wished to promote along two themes - (1) booking train tickets online was an extremely easy and painless and - [Microsite for startups to rent space in NY city](https://www.pykih.com/jll-microsite-for-startups-to-rent-space-in-ny-city/20191222/) - Jones Lang LaSalle Incorporated or JLL is a commercial real estate services firm. It is a publicly listed, Fortune 500 firm. It wants to launch a educational micro-site to help tech/high-growth companies at various stages of such growth (startup, ramp up, scale up) make an occupancy decision. - [Strange Attraction](https://www.pykih.com/strange-attraction/20191222/) - [Energy Trading Bolt](https://www.pykih.com/pinnacle-forecasting-energy-trading-bolt/20191222/) - The energy market in the United States is deregulated. Traders can buy demand from city corporations and sell the demand to power plants. Electric Reliability Council of Texas (ERCOT) is one such market based out of Texas, US. The Pinnacle Forecasting LLC forecasts energy demand to help traders take better decisions. The terminal encodes a lot of information e.g. Forecast at 0830am, Forecast at 1430, latest forecast, days with similar patterns, actual values, temperature graphs, dew point graphs, delta growth graphs, etc. The terminal shows live data without refreshing the page. On clicking on a legend, the lines are hidden or shown. The user can zoom in to see per minute values. - [Inflect](https://www.pykih.com/inflect/20191222/) - [Dashboard on Lighthouse Ticketing](https://www.pykih.com/position-inc-dashboard-on-lighthouse-ticketing/20191222/) - One of our clients used LightHouseApp to manage operationally tickets for their clients. Daily, their managers would draw out analytics from LightHouseApp manually and then create a color-coded Excel file to report to client's management. This was consuming a lot of costly manager-hours. They leveraged Pykih's services to create a custom dashboard and reporting tool on top of LightHouseApp. - [TV Dashboard to monitor signups](https://www.pykih.com/appcelerator-tv-dashboard-to-monitor-signups/20191222/) - [Analyse customer usage](https://www.pykih.com/it-mnc-analyse-customer-usage/20191222/) - Dashboard to analyse customer usage. Capabilities (Usage Flow, Sum of Parts and Cohort Visualizations) Pykih has developed a suite of purpose driven visualization to better manage Customer Experience, Retention and Sales & Marketing Efforts - [Evaluate feasibility of deploying solar pumps](https://www.pykih.com/ceew-evaluate-feasibility-of-deploying-solar-pumps/20191223/) - Most of the irrigation in India uses diesel-powered or electricity-powered water pumps to pull groundwater. Diesel pumps pollute the environment. Electricity pumps cost the government since electricity is subsidized to farmers. Can they be replaced by solar water pumps? Researchers at CEEW (Council on Energy, Environment and Water) and GIZ.de designed a model to evaluate that. They wanted a decision support tool on top of their model to help policy makers evaluate the feasibility of deploying solar water pumps in a particular district of India. - [What is candidate Modi's message for my district?](https://www.pykih.com/what-is-candidate-modi-s-message-for-my-district/20191223/) - When Narendra Modi, the then Chief Minister of Gujarat was campaigning for the post of Prime Minister of India, he was conducting 4-5 campaign rallies every day. Pykih was tasked with designing, building and hosting a very simple visualisation that supporters from second-tier towns would use to understand what happened in past rallies and where are the upcoming rallies. The visualisation was hosted on the homepage of narendramodi.in for over a month. - [SPADE newsroom](https://www.pykih.com/icfj-org-spade-newsroom/20191223/) - [Save manager hours by automating review presentations](https://www.pykih.com/save-manager-hours-by-automating-review-presentations/20191223/) - C-4 Analytics is a Boston based digital agency. They got a reusable, auto-refreshing report created out of Google Analytics. The report was built in a manner that it could easily be shared online with the relevant end-customers. Due to the clean design and re-usability of the data dashboard, the client was able to bring down communication costs and errors and improve the efficiency of their account managers. - [Monitor Google Analytics](https://www.pykih.com/google-analytics-tv-dashboard/20191223/) - A content site that was growth hacking wanted a TV dashboard that showcased latest numbers and insights from Google Analytics. - [Make my homepage look data-driven](https://www.pykih.com/maxmywealth-make-my-homepage-look-data-driven/20191223/) - A consumer-facing, personal finance investing web product wanted to make their homepage look data heavy yet simple. We were tasked to come up with elegant charts for their homepage. - [Wow and break ice when customers visit your office](https://www.pykih.com/ice-breakers-for-meetings/20191223/) - When international clients came for a visit to their campus, a MNC IT Services company wanted to quickly break ice, set the right ambience and context before formal discussions. pykih was commissioned to conceptualize an immersive experience for a large touchscreen TV. The problem statement provided with enough design constraints. Only publicly available datasets could be used since it could be a new client. The dashboard had to contextualize to the client’s needs and that too quickly. Hence, we decided to pull all openly available conversations on the client’s social handles and plot them into an immersive experience. The goal was for attendees to gravitate towards the walls, fingers pointed, arms waved, experts and clients who have never spoken before spontaneously conversing for the first time. - [[Jobs] WordPress Developer](https://www.pykih.com/jobs-wordpress-developer/20191223/) - We're looking for expert Wordpress developer to join our backend development team. - [[Jobs] UI/UX Designer](https://www.pykih.com/jobs-ui-ux-designer/20191223/) - We’re looking for an exceptional UX/UI designer to join our Frontend Development team. - [Personal Finance Dashboard](https://www.pykih.com/personal-finance-dashboard/20191223/) - [Wastage in political TV advertisement spends](https://www.pykih.com/50-states-of-waste/20191223/) - Pykih helps TargetedVictory and Google showcase how 75 cents for every dollar in US elections TV advertisements goes waste. - [PykQuery 1.0.0 Documentation](https://www.pykih.com/pykquery/20191223/) - This is the main class to create a query. All the PykQuery functions sets the configuration of the query. The run() function will actually execute the query and return the resultant dataset. This will create a PykQuery instance which will have all the SQL functions which can be performed on the data. var query = - [Study changes to the Constitution of India within minutes — v2](https://www.pykih.com/study-changes-to-the-constitution-of-india-within-minutes-v2/20191224/) - Previously, pykih published constitution-of-india.pykih.com with The Hindu in 2015. This visual itself received ~100 thousand visits in 2015 itself. But we kept receiving feedback from law and political science students and UPSC aspirants that while the visual itself was very useful in studying… it could have been better if it actually showed the constitution in context of the visual. Simply put — “Can we read what changed then and there?” We study this with our friends at ThinkIndia and Advocate Vishesh Bansal. - [PROTOGraph](https://www.pykih.com/protograph/20200808/) ## Pages - [Home](https://www.pykih.com/) - Block Pattern: Slim Fit Hi, we're pykih. We help conceptualize, design, build, and launch wonderful information products and projects. Block Pattern: Slim Fit Since 2013, we have helped 90+ brands across eight countries. Block Pattern: Slim Fit New and noteworthy Block Pattern: Slim Fit Do you fit the bill? Our clients thrive on candid communication: - [WordPress Design and Development](https://www.pykih.com/wordpress/) - Block Pattern: Slim Fit Add-on services for The Humane Club We offer two services: 1. Iterate on the Humane Club's Supercharged ⚡ WordPress until you reach a sense of "this is enough." 2. Don't want to operate WordPress? Hire a Fractional WordPress Operator. Block Pattern: Slim Fit 1:1 Consulting Onboarding, consulting, training, design, and software - [About](https://www.pykih.com/about/) - Tiny Steps Towards a More Humane Web Block Pattern: Slim Fit Tiny steps towards a more humane web Humane Club helps organizations communicate data, evidence, research, and content over WordPress. Since 2013, Pykih (the parent company) has served 90+ brands across 11 countries. Clients include: Block Pattern: Slim Fit Dhara Shah and Ritvvij Parrikh co-founded - [Wish List](https://www.pykih.com/wish-list/) - [humane_wish_list] - [Search](https://www.pykih.com/search/) - [Payment History](https://www.pykih.com/payment-history/) - [humane_payment_history] - [Orders](https://www.pykih.com/orders/) - [Checkout](https://www.pykih.com/checkout/) - [Confirmation](https://www.pykih.com/confirmation/) - [Pricing](https://www.pykih.com/pricing/) - [Billing and Plans](https://www.pykih.com/billing-and-plans/) - [Workshop Cards](https://www.pykih.com/workshop-cards/) - Transform your in-depth research into cue cards for actionable workshops or behavioral change. - [Careers](https://www.pykih.com/work-at-a-data-visualization-company-in-india/) - Block Pattern: Slim Fit Do the best work of your career. We are an eclectic crew united by intellectual curiosity and a passion for great work. Block Pattern: Slim Fit Who are you You are a disciplined geek at heart and want an opportunity to become the best-in-class at what you are supposed to do. - [Agency](https://www.pykih.com/agency/) - Block Pattern: Slim Fit Product discovery From napkin sketch to real shipped product. Have a great new product idea and nobody to start building it? We’re your team. We don’t make $100,000 decks. We build, prototype, test, and repeat.We don't refine what exists but rethink ground up. We don't add more features but improve core - [Product Discovery](https://www.pykih.com/agency/products/) - [Projects](https://www.pykih.com/agency/projects/) - Block Pattern: Slim Fit Projects Block Pattern: Slim Fit Look at what's happening Help users stay on top of what is happening by helping them look at 5W and 1H. Block Pattern: Slim Fit See beyond what is visible Help users see something that is otherwise not visible using tools like filters, sorts, highlights. 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Block Pattern: Slim Fit Visual analytics Block Pattern: - [Testimonials](https://www.pykih.com/testimonials/) - Block Pattern: Slim Fit Praise we earnt We had a list of 100+ data points in MS Excel that we wanted to visualise for our users. We obtained Pykih's analytics consulting services from both technical and business perspective. They created and implemented data visualizations using d3.js that were both visually appealing as well as insightful. During the - [CivicTech](https://www.pykih.com/civic/) - Block Pattern: Slim Fit Our work in CivicTech Build and engage the audience by launching verticals and converting stories into compelling, visual experiences. You’re a newsroom, academic center, think tank, government department, or public-spirited foundation. Your main goal is to increase society’s collective knowledge. You begin with finding information. Then you thoroughly analyze it to - [Exploratory Analysis](https://www.pykih.com/explore/) - Exploratory Analysis Some visitors do not want pre-packaged insights. Instead they want to query the data themselves to validate their hypothesis themselves. This tool helps visitors do just that. We think this problem was solved masterfully by Excel Pivot Tables! Experience visual pivot tables in browser. 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