Big Data Analytics Solutions and Visualizations to Identify Game Changing Insights

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Case study

Identification of fish species using AI- In partnership with Microsoft AI for Earth

Earlier biologists would manually identify and record fish species. Now deep learning AI models automates fish detection saving time, human resource, and cost.

Process Workflow Optimization

Where do service requests get stuck, and why? This visual analysis uses Gramener's automated analysis capability combined with natural language generation to show answers.

Earnings Call Transcript Analysis

Which words were used most during corporate earnings calls? How has this changed over time? Gramener's text analysis shows patterns in text

Demos

President Trump's Tweets

What did President Trump tweet about in 2017? Find out from this searchable data portrait of his.

Smart Contract Risk Identification

AI-driven Legal Document Analyzer

Camera Traps

The API runs on the AI for Earth API backend, which makes it easy for anyone working on ML for sustainability and environmental science to turn their models into APIs and Web-based applications.

Species Classification API

This demo uses the AI for Earth Species Classification API, which identifies over 5,000 plant and animal species

Gramener Brochure

Augmented Analytics Solutions from Gramener

Gramener-Microsoft Powered Salmon Detection Web App

Earlier biologists would manually identify and record fish species. Now deep learning AI models enable automatic fish detection saving time, human resource, and cost.

Data Portrait - Sachin Tendulkar

The data portrait is made by taking all the runs Sachin scored in the past 6 World Cups.

Speech AI: Gender and Emotion Recognition

Identify voices with AI. This Deep-learning empowered application recogizes Gender and Emotions in an audio file. Try it out.

Crowd Counting AI Application

Using this API you can count any number of objects in the crowd. The application ML-driven and generates heatmaps for the crowd extracting an exact count of objects in the crowd.

Penguin Counting AI Application

This penguin dataset is a collection of images of penguin colonies in Antarctica coming from the larger penguin watch project, which was set up with the purpose of monitoring their changes in population.

Process Workflow Optimization

Where do service requests get stuck, and why? This visual analysis uses Gramener's automated analysis capability combined with natural language generation to show answers.

Senate Voting Similarity

Which senators vote like each other? Are there democrats that vote like republicans, or vice versa? Explore Senate voting patterns

Commodity Price Forecasting

A forecasting model to predict the future trend of prices for a particular traded commodity. Based on the forecasted price, the client could take a decision on whether to hold or push the inventory.

Airline Cargo Optimization

When cargo moves from the airline to the warehouse, what are the factors that cause a delay? How can adding trained staff improve it? This model visualization provides insights.

Challenges Women Face

There are a number of challenges many women face in the quest for economic opportunity around the world. This comic-styled visual explorer is based on the findings of a World Bank report.

Grants Awarded by the Gates Foundation

Under which Global Challenge have the most grants been awarded? Which countries have received the most grants? Find out from this searchable data portrait of Bill & Melinda Gates.

Supply Chain Analytics

A real-time visualization for transfer of goods from vendor to warehouse to store - that helps identify bottlenecks in the end-to-end supply chain

Lionel Messi's Every Career Shot

Every square you see here is either a goal, shot on target or shot, Lionel Messi has scored until now in his illustrious career. Against which team has he registered the most shots in his career? Valencia? Real Madrid? Find out here.

Supply Chain consolidation

A European brewery wanted to consolidate procurement under few vendors and minimise logistics cost. This analytic visual helped identify which products were purchased from multiple vendors, by which plants, and how often they were re-ordered.

US Elections 2016

A visual analysis of the 2016 race to the White House, featuring animated infographics from a combination of structured and unstructured data.

Pharma Literature Mining

A visual exploration of the network of drugs, diseases and targets, based on data scraped from public pharmaceutical literature

Guided Analytical Story telling

Does access to new Technology facilitate Innovation? Does it facilitate Entrepreneurship? Explore this interactive visual build along with the World Bank

Software ecosystem

Explore alternatives to popular software across desktop and mobile, free and commercial.

Padma Awards

All the Padma Award winners (Bharat Ratna, Padma Vibhushan, Padma Bhushan, Padma Shree) from the inception of the awards as an interactive infographic

Transcript Text Analytics

Which words were used most during corporate earnings calls? How has this changed over time? Gramener's text analysis shows patterns in text

Senate Voting Sessions

How did the Senators of the 115th Congress vote on various issues? These interactive visuals show their patterns of voting

Budget Reaction

How does the stock market react on the day federal budgets are announced? This historical animation features automated annotations that highlight market reactions.

Automated Wealth Reports

Our retail banking client wanted to expand wealth management services to a broad market. Our automated NLG solution sends clients emails summarizing their portfolio, advising them on actions.

Dhoni's sixes

Cricketer M S Dhoni's ranks high in the list of "Most Sixes in ODI Career". Explore his boundaries - when, where, and against whom

Patent Analytics

Explore this network of linkages between patents and patent assignees as a network

Retail Inventory Management

A visual guide to every section in the store. What is the overall status of the distribution cycle in the supply chain network?

Ease of Doing Business

World Bank backed annual study, Doing Business, ranks countries across various parameters to know the ease of business.

Game of Thrones

One of our colleagues found the ‘Game of Thrones’ screen presence data, and tortured confessions out of it. This is the result...

Word Contrast

What questions do analysts ask IBM? How are these different from the questions asked to Microsoft? Gramener's visualization contrasts data from text

Social Keywords Trending

A real-time summary of the topics and sentiments that are trending around the event. This visualization shows the trends for world-cup related tweets.

Fighting Pneumonia

The Gates Foundation funded 55 grantees in 2014 alone for Pneumonia. This visualization explores the fundees and the size of the grants.

World Leaders on Twitter

An exploratory interface of Twiplomacy's 2016 study on how world leaders (of state and governments) use Twitter

Commerce Ministry Trade Analytics

A birds' eye view of every import and export made by India, broken down by country, port and commodity across time. Built for the Ministry of Commerce & Industry

The Elvis Presley Jukebox

We found the approximate tempo of several Elvis Presley numbers. On his 40th anniversary, we present an audio-visual tribute to Elvis, marked with some of our favorites that we thought you'd surely enjoy. Please be easy on the tempo :-)

Kishore Kumar: A Treasure Trove

We happened to find an entire dump of close to 1500 Hindi movie songs (released) of Kishore Kumar & feasted on it. An accurate database of Bollywood songs is so hard to find and we were simply happy to depend entirely on the information provided by the meta tags from the mp3 dump. In the guise of 'analysis' our folk had a jolly good time.

Monitoring Farm Productivity

A leading contract farming organization wanted to understanding drivers of performance. Gramener's visualizations helped find hotspots, trends, and underlying causes, saving 3.2% of revenue in one quarter.

Analyzing Amul's Ads

Amul's ads have been a delightful source of entertainment for over 4 decades. This is a visual analysis of colours in Amul's ads since 1976 till date.

Clustering

An interactive application that lets you cluster data (choose your model and parameters) and explore the insights to help understand and label clusters. Several demo datasets are also available

Speech Recognition

A conversational user interface that lets you ask questions in natural language, and answers as a visual.

Social Recruitment

How can we explore the social network structure of Github? Coder search. Recruiting better

Better Design

A large-scale poster on some common DO's and DON'Ts related to design to help you avoid common mistakes.

Digital Boardroom

Beautiful interactive visuals of a command center that let you experience a snapshot view of your business

World Bank: Doing Business 2016

A visual summary of the World Bank Doing Business 2017 report.

Election Analytics

A visual guide to the history of Indian elections, from 1951 until today.

FIFA Player Performance

Explore the history of every single match, goal and player in every Football World Cup since 1930

Flags of the world

Explore the flags of the world to see similarities in colours, symbols and patterns.

FMCG Sales

How can we show the global sales break-up at every level for a CPG company? An interactive sunburst of market opportunities across countries to identify areas of focus -- in PowerPoint

India map

An interactive tool that lets you plot data on the India Map, also available as an offline Excel application

Epic: Text analysis

Where do characters occur in the Mahabharatha? How close together are they? This is an analysis of the text of the largest epic in the world

Crime against Women

What do we know about crime against women in India? Explore this infographic explanation of clustering analysis based on data

Student performance

Understanding the drivers of academic success in school students, using Gramener's automated analysis technique to find proximate causes

NREGA Work Flow

Work Flow performance of the National Rural Employment Guarantee Act (NREGA). An exploration of which regions are effectively implementing and utilising the scheme

Playground

An exploration of visual, narrative and analytical technologies at Gramener. There's no telling what you may find in here

Playground Blog

An eclectic collection of interactive data-driven blog posts - about subjects ranging from advertisements to politics to health to sports to movies...

Shakespeare's Sonnets

A visual tool to explore the patterns and flow of the sonnets of William Shakespeare

Television Election Analytics 2016

See Times Now visual journalism coverage of the 2016 Assembly Elections with Gramener.

Data Explorer

Treemap application

Channel Performance

A large bank had a manual process for sending performance reports to employees, highlighting their performance against targets, compared to peers and for their employees. Our NLG solution automated this entire report.

App store downloads

What are the drivers of sales for this mobile application store? This interactive **PowerPoint** presentation auto-generated from data lets you drill into slides just like a web application - without an Internet connection

Best College ratings

The India Today survey of colleges, visualized by Gramener

Product catalogue

We help build catalogues of products, services, even portfolio companies - helping the audience quickly reach information they want. This is a data-driven catalogue of software product companies in India, built for NASSCOM

Swacch Rail Portal

How clean are trains and railway stations? This survey visualization aggregates the information across India and presents it on the Government portal: RailSwacch

RPA Insights

RPA reports are often limited exploratory analysis and providing customised insights. Gramener's RPA Command Center is interactive analytical tool which can provide insights and exploratory use cases that also predict and simulates data.

Hospital revenue

Explore how a hospitel gets revenue from its various services, specialities, patient types and doctors. Interact with the data visually though click-able cross-filters on Power BI

Water Treatment Monitor

This custom Power BI dashboard shows the status of IoT (Internet of Things) sensors at a water treatment plant, highlighting areas that require attention -- directly on the plant layout

Power BI Drilldown Choropleth

Displays a hierarchical map set with each location filled in a color from specified values. You can explore deep geographic data, plotting thousands of items (all US counties at once) and then drilling down their data hierarchy

Power BI Drilldown Cartogram

Displays a hierarchical map set as a circle for each location, with size/color from specified values. You can explore deep geographic data, plotting thousands of items (all US counties at once) and then drilling down their data hierarchy

Network 18 Elections 2017

Infrastructure Command Center

HR Analytics Dashboard

Cargo Pricing Analytics

Identify key flight sectors with low cargo pricing, allowing airlines to de-grow or re-focus on these segments. Helps strategize flight operations planning

Attrition (HR) Analytics

Determine the **impact of attrition**. What does it cost to replace a person? Where does this pinch the organization the most? Which segment needs the most focus?

Programmers - Love for Cities

Is there an unusual congregation of JavaScript programmers in Bangalore and Mumbai? Which cities prefer which languages? An exploration of Github data

Customer Satisfaction Survey

Understand what your customers are saying in their feedback surveys using a visual text analysis of feedback across projects. Compare divisions and identify areas of improvement

Vendor Performance Analytics

Compare performance of vendors based on internal feedback (NPS: Net Promoter Score) and rank the vendors on these parameters

Vendor Report Card

Provide survey feedback to vendors on what your organization thinks of their performance. Compare their performance (anonymously) across vendors

Crime Against Women

An animated sketchnote sharing the results of a 2015 report on crime against women, showcasing Gramener's data infographic expertise

Banks: clusters

Cluster the top 50 banks in the world by their financial metrics

Stock price: clusters

Stock price behaviour, clustered based on 6 months price movement

Crime against women: clusters

Segment the 640 districts from the India 2011 Census based on crime data

Technology indicators: clusters

Cluster countries based on technology growth indicators data from the World Bank from 2012 to 2016

US Demographics: clusters

Segment US Counties based on social demographics and industry data

Singapore flat prices

We clustered all flats in Singapore based on their characteristics (size, floor, type, construction date) and leases. The flats cleanly cluster into 3 distinct chunks. Explore to understand how

Microsoft partnership

Gramener has partnered with Microsoft to bring visualizations to the Windows platform.

Digital Marketing Dashboard

An interactive digital marketing prototype that describes words people associate with a brand on search engines and on social media

Securities correlation

A wealth management team wanted a way of explaining securities portfolio movements. Gramener sourced public and private data to create a clustered correlation matrix of securities prices. Clients began trading more actively based on the increased visibility of portfolio groups.

Google Search Patterns

What keywords do different countries search for? How is India different from the US or the UK?

Transport Route Optimization

How can a vendor plan the route to pick up raw material from suppliers efficiently?

Clinical drug discovery

Text Analytics application to scrape online data sources, apply text mining to establish unknown relationships assisting drug discovery

Pharma relationships

Pharma Text Analysis - Relationships table

FIFA - Sports Anaytics

An interactive visualization of the physique of the FIFA 2014 World Cup footballers

Terrorism Index on a 3D Map

A brief introduction to the Global Terrorism Index Report 2016 - 2017 - visualized on a 3D map as a narrative story.

AAP Political Party Donations

An interactive dashboard to explore trends in donations received by the Aam Aadmi Party

Pharma Adverse Events Analytics

The Adverse Event Reporting System (AERS) depicts information on adverse event and medication error reports submitted to FDA.

Loan Performance

A leading private bank used these dashboards to understand the performance of loans products, geographies and customer segments to strategize sales and marketing plans and plan for risks. These dashboards were also further used to analyze the loans portfolio performance in terms of Income and NPA detailed to a product level and **identify the correlations**. These also allowed for branch level analysis.

Best B-Schools Ratings

Best B-Schools Survey for India Today

Contact Center Analytics

Perfomance of a BPO call center during the course of a day

Bank branch sales

This animated visual was used by a private bank to find weekly and daily sales pattern of the bank across branches in an automated fashion. Enables identification of outliers in terms of unusually good or bad days or weeks or branches. How does each branch's sales change over time? Are there special days when sales spikes?

Brand Analysis on Twitter

BT 500 for India Today

BT 500 for India Today

Cartogram

Best Colleges 2013

An interactive visualization of the survey of the Best Colleges across the nation in 2013

EPF Company size

The employee strength and location of every company in India, based on EPF (employee provident fund) data

Sports performance

Who are the fastest batsmen in one-day international cricket, across countries?

Crime in India

Dashboard based on NCRB data on crime against women

Email Network

Network analysis of the emails within Gramener.com

Foreign currency

An analysis of the Foreign Currency Regulation Act: who donates to whom, and why?

Retail branch sales

This animated visual was used by a retailer to explore sales trends across stores in an automated fashion. Enables identification of outliers in terms of unusually good or bad days or weeks or branches. How does each branch's **sales change over time**? Are there special days when sales spikes?

HR Hiring Analysis

Hospital revenues

Which doctors and specialities contribute to the growth / decline of revenue?

Industry performance

Find out which companies and industries were profitable in 2011-12

Cricket World Cup Coverage

Gramener hosted the World Cup 2014 Cricket coverage for Khaleej Times. This animated infographic is a tribute to that coverage, summarizing the key features of the graphics.

Speeches Analysis - Narendra Modi

Budget Forecast

This prediction system forecasts the actual and budgeted figures for the Indian Government spend from the ministry down to the account level.

Names & marks

How does a name affect a students marks in exams? What socio-economics drives this?

Nasscom Productsmade.in

An early verion of the software product company catalogue built for NASSCOM: ProductsMade.in

Visualizing networks

A talk on various ways of visualizing network data, with real-life examples from our work

NFL Touchdowns

This is a visual analysis of every score made by the Atlanta Falcons and their opponents during the NFL 2015 regular season. The Atlanta Falcons scored just 1 touchdown pass and also conceded more touchdown rushes (8) in the 1st quarter than any other team. The Falcons failed to score a single point in their game against the Panthers.

Olympics Quiz

How well do you know your Olympics history? Take this interactive visual quiz and find out.

Olympics 100m

Watch Ussain Bolt's 2012 victory in the 100m dash as a simple animation with audio commentary.

Parliament decisions

How has the UPA Government performed over its last two terms?

Footballer's Faces

A visualization of the performance of footballers, represented as *faces*. This is based on Chernoff faces - a multivariate data visualization technique that renders data ass facial features.

Movie Dissection

Dissecting the Movies of Director Gautham Vasudev Menon - A visual analysis of the cops, songs, moods, runtime, cast, and much more, as a series of visuals.

Population

Posters

Birthdays and marks

Are birthdays randomly distributed? Does a child's month of birth have an impact on marks? Gramener's exploration data for over 10 million children reveals striking insights - birthdays are not random. And they have a big impact on marks

Visualizations for FMCG

How can we show the global sales break-up at every level for a consumer product company?

Gramener architecture

The technical architecture and data flow within the Gramener visualisation server.

Gramener banner 1

A tall banner featuring information about Gramener's capabilities, architecture and testimonials.

Gramener banner 2

A tall banner showing examples of Gramener's work in supply chain, risk management and text analysis.

Visualizations for Media

Gramener works with the media to improve engagement, spread data journalism and improve efficiency.

Visualizations for Retail

Gramener helps retail majors manage revenue, retention and cost optimization across channels & stores.

Visualising Surveys

How Gramener helped explore an employee satisfaction from over 100,000 employees visually.

Sports performance

Who are the fastest batsmen in one-day international cricket, across countries?

India's temperature

An examination of the geographic and temporal patterns of temperature, generated automatically

Parliament decisions

A print view of the UPA Government's performance across two terms, focusing on cabinet decisions.

Social networks

A summary of the online social media interaction between developers in Singapore and Bangalore.

Tata Group directors

An exploration of the patterns of directorship within the TATA group of companies, since their inception.

When to invest poster

A visual explanation of the impact of investing and divesting in 5 stocks between 2007 - 2013.

Winning Parties

A comparison of map representations (choropleths vs cartograms) and how they can misrepresent results.

QCI School

This visualises the Schools in Delhi, categorised into 5 levels based on different metrics.

Constitution readability

This visual is a result of a readability study of 189 constitutions of the world using the Flesch Reading Ease test.

Religious Groups

Restaurant Product Sales

This restaurant product sales dashboard shows how each product is performing, which are the drivers of growth, and where there is potential for cross-sell.

Restaurant Sales Trends

This sales dashboard helps a restaurant compare its outlets - examining trends in sales, seasonality, as well as drivers of growth across the outlets

Retail performance

What impacts the sale of products? How does this vary by region? ... and more.

Save the Girl Child

Explore incidents of child rape in India, based on data from the National Crime Records Bureau

Swachh Bharath Mission

Swachh Bharath Grameen survey data for QCI

School Meeting Minutes

Text analysis of the minutes from school meetings for Karnataka schools (via Akshara KLP)

SECC Census Explorer

Understanding India's Economic Diversity through the lens of SECC Data

Suicides In India

Visual Analysis of suicides in India between 2001 and 2012

Insights from surveys

A variety of ways of visualizing the results from survey data.

Swachh Survekshan

A dashboard to explore Cleanliness index of Cities, surveyed as a part of the Swachh Bharat Mission. This is deployed at [swachh-survekshan.in/](http://swachh-survekshan.in/)

Ticketing

What kinds of ticketing problems are reported at IT support operations?

Popular colours

What colours are used in the print edition of the Times of India?

Budget vs Actuals

This interactive drilldown application provided the Indian Ministry of Finance the ability to compare actual spend against budgets down to the account level.

Twitterati

Twitter Trends

Twitter Udaan

Digital marketing

How did Heineken's social media marketing compare with Budweiser's during the US Open 2013?

Visualizing politics

See Vijay Karnataka's data-visual coverage of the 2013 Karnataka elections with Gramener

World Cup 2015

Live coverage of the World Cup 2015 Cricket matches with Khaleej Times - featuring innovative visual scorecards, poetry in match reports, and a variety of infographics specials

WorldCup Scorecards

Re-imagined cricket scorecards for every match in the cricket World Cup of 2015 - allowing you to interact visually with every ball bowled

When to invest?

When investing in stocks timing makes a huge difference. We created this visualization to show the returns people make when investing and divesting a stock at different times, and how and when this beats inflation.

WHO

A visualization of the country-level metrics from the World Health Organization, allowing users to create composite metrics on the fly and visualizing countries' standing across these.

Gramener Windows 8 App

A showcase of the content for Gramener's native Windows 8 mobile application

World Cup Memories

World Cup Memories - relive the agony and the ecstasy of the cricket world cups with these match video clips

The World Cup Story

A poster view of every World Cup Match from 1975 to 2015

Sanitation

How effective / efficient is the public spending on toilet construction?

Best B-Schools

Business Today's survey of the best business schools in India, visualized by Gramener

BT 500

Performance of the Business Today 500 companies in 2013

Best Cities

View India's best cities and re-rank them based on your preferences for safety, economy, entertainment, etc.

Flicks

An innovative mobile-first delivery of news for India Today, with a focus on visual data journalism.

100 years of weather

What patterns does India's temperature profile over a century reveal?

World Cup Hundreds

Who scored the centuries in the cricket world cup? A walk through of every century across World Cups, and who scored them

Data Gossip

A data blog - about something, anything, and everything. Enter at your own risk. You have been warned

Ambulance pricing

Restaurant customer profiles

Who are the different types of customers that visit this restaurant? This visual conveys the results of a cluster analysis exercise as a simple infographic

Clothing Sales Dashboard

An in-depth narrative dashboard summarizing insights in real-time from sales data at a clothing store

3D Store Walkthrough

A simple prototype to show how a 3D walkthrough of a store or a warehouse can be rendered on the browser

AB de Villiers

A tribute to one of the greatest batsmen in this cricketing era - and a birthday greeting ass a compilation of videos from his innings.

Amitabh's Tweets

A history of tweets from Amitabh Bachchan, the most followed man on Twitter from India

Student Computer Usage

A visual analysis of how students at a university spent their time on computers - based on the output of an application-level monitoring software

Assembly

Historical results of the Indian state assembly elections from independence till date

Cars

A Viz of Car Performances

Cartoonogram

Classroom

Drug Discovery

World Cultural Festival

Chernoff Faces

Representing multi-variate data on human faces

Anonymise data

An app to generate realistic looking data for anonymisation purposes

Movies

Explore the popularity and ratings of movies on the Internet Movie Database

India's spend

Interactive exploration of India's financials

Schools' performance

Are Government schools in Karnataka performing better or worse than private schools? A comparison of the average marks of every State Board school in Karnataka, government and private

Make In India

Make in India animated logo

The Las Vegas Showdown

Explore the showdown between Hillary Clinton & Donald Trump at the final Presidential debate of the 2016 Elections - annotated, with transcripts and fact-checking

NGO Directory

How does the NGO landscape in India look like?

Pincode shape

PIN Code Shapes editor

Presidential Debates

The 2016 US Presidential Debates

Farewell Sachin

A tribute to Sachin Tendulkar, the Little Master of cricket on the day of his retirement from international cricket

Security

Matching Cost Analysis

Marketing Mix Analysis

Buyers Performance Analysis

Transport

Real-time tweets

See a real-time blizzard of Twitter messages at conferences.

Unemployment in the US

How have the states in the US fared in the last 7 years on unemployment? Explore this animated infographic

World Culture Festival

What are people saying about #WorldCultureFestival? A real-time twitter stream of the conversation around the World Cultural Festival in 2016

Budget history

Review the Indian budget's revenue and expenditure across a decade

About

Alumni Club Elections

Alumni Club Elections

Project Profitability Dashboard

Analysis of project financing, & returns

CFO Dashboard

A summary dashboard providing a CFO corporate financial KPI's such as budget vs actual, per division spend, etc.