Archive: June 1, 2021

Health, News

Building Intelligent Healthcare Analytics for Healthcare Professionals…

Jun 1, 2021 by Rekha Nair 0 Comments

FORE School of Management in association with BRICS – Chamber of Commerce & Industry is offering free training on Building Intelligent Healthcare Analytics for Healthcare Professionals. During the distressing times of the pandemic, the institution recognizes its responsibility towards aiding the efforts to the best of its capabilities.

Free 3 Months of training to Healthcare Professionals on Data Analytics
To be provided

“Covid-19 exposed the need for timely response on the vast data that is generated from this global pandemic but lack of enough skilled professionals in the field of Data Science has been a challenge. This type of systematic review with meta-analysis is the need of the hour and as a social responsibility, we at FORE wanted to contribute to this by introducing a free training to empower professionals with required skills”, said Dr. Jitendra K. Das, Director of FORE School.

“The huge amount of data generated from this global pandemic is probably not getting analysed the way it should have been, for data driven decision making. More than forty thousand records of articles’ metadata were collected just from Scopus, PubMed during 2019 to 2020. Those data were extracted by using techniques of Python Web Scraping and Pandas Data Wrangling”, as stated by the trainers of the programme including Prof. Vinaytosh Mishra, Prof. Ashok Kumar Harnal and Medical Doctors from Healthcare Analytics Domain. Prof. Vinaytosh Mishra is a Doctorate from IIT BHU and has 10+ years of experience in IT, Financial Services, Manufacturing etc. He has worked with renowned companies including Jindal ISPAT, Rosenthal India, FIITJEE Edusoft, etc. He has also served as a founding team member for start-ups in healthcare, pharmaceuticals and IT. Prof. Ashok Kumar Harnal is a Graduate from IIT Delhi in Electronics and Communication. He is an expert in Big Data, Data Analytics and Deep Learning, from both the Technology and Analytics side.

The training duration will be of 3 months on Saturdays and Sundays. It will include sessions from research scholars from the field of medical sciences and doctors, having hands-on experience. Extensive case-studies will be undertaken from real-world patient data. The programme will hold workshops besides regular classes, where participants are expected to ideate. Extensive use of technologies will be put to use for trainers to garner the experience of 2000+ Hrs of teaching.

The programme shall focus on introducing Machine Learning, Data Visualization, handling imbalanced data – SMOTE, ADASYN & other methods, Dimensionality Reduction, Supervised learning Techniques for classification, and hyper-parameter optimisation techniques and interpreting machine-learning models. Deep learning with convolution neural networks, recurrent neural networks, natural language processing, experimenting with the tensor board, and many more.

The 3 months free training on “Building Intelligent Healthcare Analytics” to Healthcare Professionals, Life-Science Professionals and Data scientists shall commence from 19th June 2021.

It is a completely hands-on interactive live online training programme on Machine Learning (ML) and Artificial Intelligence (AI).

The last date of registration for the course is 15th June 2021 and can be done by sending an email at exed@fsm.ac.in

Healthcare Data. Analytics. Pandemic. Covid-19. Meta-analysis. Building Intelligent Healthcare Systems. Deep learning. Neural networks. Natural language processing. Tensor board. Machine Learning. Data Visualisation. Python Web Scraping. Machine Learning. Artificial Intelligence.

Business World, News

Q4FY21 Results – Man Industries India Ltd

Jun 1, 2021 by Rekha Nair 0 Comments #Man Industries (India) Limited

Mumbai, May 31, 2021: MAN Industries (India) Limited, one of the leading Large Diameter Pipe manufacturing company, has announced its audited financial results for the quarter and full year ended March 31st, 2021. The company reported consolidated Total income in FY21 stood at ₹21,110 Million, a growth of 18.9% YoY compared to FY20. EBITDA stood at ₹2,358 Million, a growth of 27.8 % YoY with an EBITDA margin of 11.2%. PAT stood at ₹1,009 Million, a growth of 81.7% YoY, with a PAT Margin of 4.8%.

Further, the Company has reported the Standalone Total Income of ₹5,573 Million in Q4 FY21. EBITDA stood at ₹589 Million, a growth of 24.2% YoY. EBITDA Margin stood at 10.6%. PAT for the quarter stood at ₹259 Million, a growth of 107% YoY, with a PAT Margin of 4.6%.

Man Industries (India) Limited reports Financial Results (consolidated):                                 (Millions)

Particulars Q4 FY21 Q4 FY20 % change Y-o-Y FY21 FY20 % change Y-o-Y
Total Income 5,573 6,709 (16.9%) 21,110 17,758 18.9%
EBITDA 589 474 24.2% 2,358 1,845 27.8%
EBITDA Margin 10.6% 7.1% 350 bps 11.2% 10.4% 78 bps
PAT 259 125 107.0% 1009 555 81.7%
PAT Margins 4.6% 1.9% 278 bps 4.8% 3.1% 165 bps

The unexecuted order book as on 31st March 2021 stood approximately at ₹18,000 Million, to be executed in the current financial year. The company continues to have a robust book of outstanding bids for more than ₹1,20,000 Million at various stages of evaluation for several Oil, Gas and Water projects in India and abroad. The company therefore expects good order inflow in near future.

Commenting upon the performance and future outlook of the Company, Dr. R.C. Mansukhani, Chairman, MAN Industries (India) Limited, said “We are happy to announce a steady performance for the quarter despite the uncertainties created by the pandemic. Reported revenue for the quarter stands at ₹5,573 Million. EBITDA for the quarter has grown by 24% year on year to ₹589 Million. Opportunities in the oil and gas sector remain positive on account of higher oil prices and increasing drilling activities globally. Government’s aim to increase the share of Natural Gas in the country’s energy mix to 15 % by 2030 and make India a Gas-based economy will provide ample opportunities for steel pipes manufacturers like us. We are seeing traction in the Oil & Gas industry domestically as well as globally.

We expect the demand in the oil and gas along with water related infra to give a big push to the demand in the coming quarters and we have started to see good traction in the opening of the bids from various companies and govt. agencies. Overall, we remain committed to deliver profitable growth and continue to be one of the major players in the industry. I would like to thank the entire team of our company for their constant hard work.”

ABOUT MAN GROUP

Man Industries (India) Ltd. is the flagship company of Man Group, promoted by the Mansukhani family in 1970. The Company is a part of the well diversified MAN Group, growing under the dynamic leadership of Dr. R. C. Mansukhani. Starting as an Aluminium Extruder in 1988, MAN Industries has now become one of the largest players in LSAW Pipes, Spirally Welded Pipes and Coating Systems. It has state of the art manufacturing facilities with the total combined capacity of 1 Million Metric Tonnes p.a for LSAW and HSAW Pipes and is dedicated to highest Operating and Quality standards, environment protection and Occupational Health & Safety Standards and is accredited by ISO-9001, ISO 14001 & OHSAS 18001 certification. The shares of the Company are listed with Bombay Stock Exchange and National Stock Exchange. Man Industries (India) Limited has been a profit-making company since inception and also a consistent dividend paying company. The company holds an excellent track record of promptly meeting its financial obligations in a timely manner in the toughest market conditions.

News

On ‘World Environment Day’, Madhya Pradesh natives Shubhangi Atre, Sara Khan and Kamna Pathak speak about being environmentally conscious

Jun 1, 2021 by Rekha Nair 0 Comments

In its commitment to clean India, Madhya Pradesh has been taking several steps on several environmental issues. With over seven crores in population, their efforts have brought about a change in their ecosystem. Indore and Bhopal locals and &TV artists talk more about the eco-friendly practices they have adopted in-lieu with their hometown’s advanced measures. Shubhangi Atre aka Angoori Bhabi of &TV’s BhabijiGhar Par Hai, Kamna Pathak aka Dabang Rajesh of &TV’sHappu Ki Ultan Paltan and Sara Khan, aka Devi Paulomi of &TV’sSantoshi Maa SunayeVratKathayein, share how simple efforts and small steps contribute to Ecosystem Restoration.

Shubhangi Atre, aka Angoori Bhabi, shares, “Indore’s separation of dry and wet waste is one model followed by many other cities and is also a reason why it has retained its title of being India’s cleanest city. While we feel good to be associated with a city that is so environmentally responsible, sustaining this title lifelong is within your hands. I belong to a family that believes in giving back to mother nature, and since childhood, I have been taught to waste a good use. It has stayed with me, and since then, I have started turning the leftover food into manure and utilizing it to enhance the soil quality of my kitchen garden. A compost pit provides the plants in the garden with the necessary nutrition, and in return, we are given some delicious foods. I urge everyone to do whatever they can to restore the earth, starting with simple steps like waste segregation and utilization.” Kamna Pathak, aka Dabang Rajesh, shares, “In line with this year’s World Environment Day theme of restoration, we must focus on encouraging citizens to take up means that not only benefit themselves but our earth as well. Natural resources take years to procure, and as noble residents of the planet, we must do what is best for its welfare and future generations. Being from Indore gives me a great sense of delight, knowing that my city has accomplished so much by taking such a step. Hailing from the cleanest city in India, Indore has made strides in maintaining the title for four years. Start small and win big is the motto: an individual can consciously separate the kinds of waste produced in a household and switch to a more organic form of living. Indore’s separation of waste is one model followed by many other cities and is also a reason it is one of the cleanest cities in the country.” Bhopali Sara Khan, aka Devi Paulomi of &TV’sSantoshi Maa Sunaye Vrat Kathayein, shares her contribution towards restoring the earth and its ecosystem. She shares, “In the race to stay technologically advanced, we have unknowingly caused a lot of disturbance and harm to the ecological balance; hence, we must collectively restore the damage done by promoting and practising greener methods. Bhopal is my hometown and recognized as one of the greenest cities in the country. The city is home to many reservoirs and termed the Bio-valley of India due to its clean energy practices. I do feel it is our duty as citizens to do our bit for the environment. My family and I do our bit for energy conservation by switching off lights and fans when not in use. Apart from that, we also try to plant saplings contributing to making our environment greener. Apart from this, I do feel we must focus on keeping the rivers clean, saving water, and do our bit in conserving our environment. Our planet earth is for humans and everyone, including animals and other species and organisms. This World Environment Day, let us become more environmentally conscious and adopt greener practices as a part of daily lives.”

Watch Sara Khan as Devi Paulomi in Santoshi Maa SunayeVratKathayein at 9:00 pm,Kamna Pathak as Rajesh Singh in Happu Ki Ultan Paltan at 10:00 pm. ShubhangiAtre as AngooriBhabi in BhabijiGhar Par Hai at 10:30 pm every Monday to Friday only on &TV!

Education, News

IMA Haryana and HARObGynin partnership with IIHMR University, Jaipur organised a webinar on ‘COVID & Stress’

Jun 1, 2021 by Rekha Nair 0 Comments

IMA Haryana and Haryana Association of Obstetrics & Gynaecologists in partnership with IIHMR University, Jaipur organiseda webinar on ‘COVID & Stress’on 29th May, 20201.Dr. Veena Singh, Director General Health Services, Haryana, and Dr. R.K. Aneja, Chairman, Medical Council Haryana were the Chief Guests of the event. Dr. P.R. Sodani, President, IIHMR University was the Guest of Honour. The event also witnessed Dr. J. A. Jayalal, National President, IMA, Dr. Karan Punia, State President, IMA Haryana, Dr. Ragini Agrawal, President, HARObGyn, VP FOGSI, Chair Academic and Public Health Edu, IMA Haryana.

During the webinar two panel discussions were held on Psycho-Social Sequelae of COVID-19 Pandemic and Impact and Care and Practice Mindfulness & Develop Foundational Attitude Behind Mindfulness.

Dr. P.R. Sodani, President, IIHMR University said, “COVID-19 has created immense stress at individual, family and community level.Dr. Sodani emphasis alignment of public and private sectors for achieving good health status of population. We can better perform, if we work together (public and private sectors) as complementary to each other, rather as competitive. The competencies, and strength of each sector can be aligned for betterment of the society.

Dr. Ragini Agrawal, President, HARObGyn, VP FOGSI, Chair Academic and Public Health Edu, IMA Haryana, said, Stress is a by-product of COVID-19 which has caused huge havoc in the life of people. Therefore, this stress has to be dealt with great sensitivity as it might mount a new problem which could be a post-stress trauma shaping the life of any individual negatively in the long run.

Dr. Jayakumar C, Assistant Professor, Centre for Psychosocial Support in Disaster Management, NIMHANS Bengaluru, said, Physical, Psychological, Social and Economic paradigms have been affected tremendously. All these four domains are interrelated, and disturbance can cause a domino effect collapsing the whole system.

Dr. J. A. Jayalal, National President, IMA, said, It is stressful to see many people lose lives, especially those women who were pregnant and were not vaccinated some months ago. We urge even the lactating mothers to get themselves vaccinated.

Dr. Jyoti Malik, Secretary Haryana Association of Obstetrics & Gynaecologists moderated the programme.

Education, News

JK Lakshmipat University B.Tech students selected in Amsterdam University of Applied Sciences, Netherlands

Jun 1, 2021 by Rekha Nair 0 Comments #JK Lakshmipat University

Jaipur: JK Lakshmipat University (JKLU), Jaipur is proud to send four of its students — third B.Tech third year and a second year B.Tech– for spending a semester to the prestigious Amsterdam University of Applied Sciences (AUAS), Netherlands, which has been named as one of the best public universities in the USA. As part of the MoU signed between the two universities, the Indian students don’t have to pay any tuition fee at the AUAS.

B.Tech 3rd year students Nikhil Agarwal, Samyak Bhagat and Anmol Shekhawat have been enrolled for Virtual reality program, HBO+ICT program respectively, whereas Tanmay Agarwal from B.Tech 2nd year will be studying a semester in Big Data in the university that houses approx. 46,000 students and 4,000 faculty members in different disciplines including Engineering, Management, and Design.

Pursuing their Bachelor’s in Technology, all the four students are quite accustomed with the multi-disciplinary approach to engineering that focuses on creating problem solvers. They feel that experiential project-based methodology is in high demand in their field, yet many universities don’t offer courses in them as JK Lakshmipat University does. They believe that this gave them a definite edge in the selection process for the highly competitive programs.

“We are elated to bag this opportunity and can’t thank everyone associated with me for this. This experience will give us the skills and knowledge that will enable us to keep pace with technological innovations, industry demand and contemporary academic research. We hope to form an instant connection with others in the scientific community and gain insight into what is expected of us academically and professionally as we continue our studies and start our career. This is a one-of-its-kind experience for all of us,” said Nikhil Agarwal on behalf of other students from JKLU.
In Amsterdam University of Applied Sciences, their students and lecturers work closely with countless industries, companies and organisations to come up with smart solutions to challenges facing in their city. They offer 96 Bachelor’s, Master’s and Associate degree programmes. They are one of the biggest employers in the field of higher education. Similar to AUAS, JKLU has many other international tie-ups with top universities from countries

like the USA, UK, Europe, and the Asia Pacific regions to provide international exposure and experience to the students by studying in a different environment.

” JK Lakshmipat University offers college students a unique opportunity to study abroad.This opens new opportunities for the students to gain knowledge in-demand skills and learn to work in different cultures with various faculty members which widen their perspectives to become better citizens and team players for tomorrow. ” said Dr. Sonal Jain, Professor, Department of Computer Science Engineering, JK Lakshmipat University, Jaipur.

Education, News

SAI International Education Group to host e – Summer Fiesta Season 2

Jun 1, 2021 by Rekha Nair 0 Comments #Dr Silpi Sahoo, #SAI International Education Group, #Vice Chairperson

SAI International Education Group, one of the leading education institutions of India will host the 10-day e-Summer Fiesta Season 2 beginning from June 1, 2021till June 11, 2021. The 10 day The e-Summer fiesta promises to be a combination of fun filled activities along with innovative & experiential learning for the students of the institution. Students from Play Group to Class XII from SAI Angan, SAI International School and SAI International Residential School will participate to nurture their sills and augment their creative minds, through a gamut of interesting activities.

Eminent personalities from all walks of life who will be present at the eSummer Fiesta areMs Priya Keni, International Rifle Shooter, TEDX Speaker ,Chartered Accountant and a Sportsprenuer, Bollywood Singer Abhijit Mishra, Bollywood Singer Ruturaj Mohanty, Shankar Chugani, Stand-up Comic, Sudhakar John Doraiswamy, renowned choir conductor, pianist and composer, comic duo Sankar and Pragyan,Mirza Faizan, Indian origin US aerospace scientist who developed the Ground Reality Information Processing System (GRIPS) and motivational speaker Sharon Prabhakar. Prince Dance Group, the Winner of India’s Got Talent, will enthrall the audience with their mesmerizing dance performance.

“Students have to be made future ready and armed with a new set of life skills which focus primarily on developing the spirit to fight against adversities, strengthening resilience, building confidence, understanding and self-introspection. We want to provide our SAIoneers the required physical, emotional, and mental support to help them thrive as they adapt to the “New Normal” and hence we present the concept of e-Summer Fiesta”, said Dr Silpi Sahoo, Vice Chairperson, SAI International Education Group.

The Summer Fiesta has been divided into two parts,Morning and Evening sessions. In the morning session the students can indulge in various activities and soft skill training sessions like puppetry, storytelling, robotics, gymnastics, dance, coding, gymnastics, communication design, personal care and hygiene, music, drama and much more. The evening sessions are designed for the students, parents and the teachers of SAI International to not only enhance their 21st century skills but also provide them with much-needed respite from a monotonous schedule, with the endeavor to ensure that the learning process is continuous and one that leaves a lasting impression.The evening sessions will host experts from different walks of life who would bring their journey of hard work, success, goals, and happiness to the platter of learning.

Health, News

Gurmeet Choudhary organises oxygen concentrators from Indonesia to reach India and launches the Gurmeet Choudhary Foundation

Jun 1, 2021 by Rekha Nair 0 Comments #Gurmeet Choudhary, #India Club Jakarta

Gurmeet Choudhary has had sleepless nights, travelled to places far and wide to help activate the COVID-19 relief efforts and ensure that hospitals are opened and running in remote parts of the nation, he has worked relentlessly and effortlessly against a virus that has taken over the world and most recently, our country in since 2020. The actor not only has been helping in fighting against this deadly virus but also has been preparing to strengthen the future of the health care system of the nation.

Gurmeet has successfully now arranged for oxygen concentrators with the help of India Club Jakarta (Indonesia) and in association with Medscape India , a fellow organisation working for providing relief for COVID-19 (Radiologist, Founder Chairperson Dr Sunita Dube) and Gurmeet Choudhary Foundation. The oxygen concentrators have now reached India and will surely go a long way in the COVID-19 campaign. It will be provided to rural areas which are currently facing a difficult time.

With the help of India Club Jakarta, a nonprofit organization, functioning as Perkumpulan (Association) in Jakarta-Indonesia, Gurmeet and his team has managed to get the oxygen concentrators for the nation.

The India Club Jakarta works in close Cooperation with Indian Embassy in Jakarta and also acts as a bridge for India-Indonesia people and has been working relentlessly towards community welfare. The India Club along with Medscape India have played an important role in getting the oxygen concentrators in India from Indonesia.

Pushing his already full envelope further, the Bollywood actor has also launched the Gurmeet Choudhary Foundation, an association that aims to help people. Right from stabilising the health care system and working towards its future, launching hospitals in tier 2 cities and beyond, to reaching out to all the possible nations for help, Gurmeet has been going an extra mile in helping his nation in this fight against virus.

News

&TV ke kala karo ne kaha Chhattisgarh hai awal paryavaransanrakshan mein

Jun 1, 2021 by Rekha Nair 0 Comments

Chhattisgarh has been at the forefront towards a greener India, be it renewable energy or working towards protecting the environment. On World Environment Day, &TV’s Himani Shivpuri, aka Katori Amma from Happu Ki Ultan Paltan and Gracy Singh aka Santoshi Maa from Santoshi Maa Sunaye Vrat Kathayein. Himani Shivpuri talks about the initiatives taken by the state towards conserving the environment. Himani Shivpuri shares, “The state has made commendable efforts in making the environment a safe one. Including household people to farmers and every other sector, the citizens too have participated. After banning the burning of crop residue, the air quality has significantly improved.Raipur is one of the smart cities in India, and even with technological advancements, it has paid due diligence to nature after creating a green – lung. The government planted a micro-forest that has increased the scenic beauty of the city and given it life. World Environment Day is a reminder of many of the effects we leave on the Earth and a call for awareness for many to become sustainable. We are going through a major climate change and we will be answerable to our future generations. I have personally devoted my time to avoid the use of an excess of water. It is a resource many are lacking, and to preserve it is my duty. I re-use water often for plants or washing purposes. Pre-pandemic my cousin and I would go on plantation drives to add more trees to the environment.” Gracy Singh, aka Santoshi Maa, shares, “Progress is impossible without change, and Chhattisgarh is a stark example of the same. But while the state has seen multiple reforms in various avenues, they have been true to Mother Earth and her roots. The action taken by the state and its people has gone beyond just for welfare purposes. They have restored nature and its goodness. Ambikapur is one of the zero-waste cities in India, and their practice of waste segregation has surpassed expectations. Not only is the waste disposed of systematically it also serves the purpose of feeding flora and fauna. The model has generated hundreds of jobs and is an inspiring case for sustainable waste management that can be replicated easily elsewhere.”

Watch Gracy Singh as Santoshi Maa in Santoshi Maa SunayeVratKathayein at 9:00 pm and Himani Shivpuri as Katori Amma in Happu Ki Ultan Paltan at 10:00 pm every Monday to Friday only on &TV!

News

Tulsi Kumar and Darshan Raval’s melodious and soul stirring song, “Is Qadar,’ crosses 100 million views on Youtube…

Jun 1, 2021 by Rekha Nair 0 Comments

Music icons Tulsi Kumar and Darshan Raval with songs like Tere Naal, Teri Aankhon Mein, Naam, Teri Ban Jaungi and several others all of which have been a part of the coveted 100 million views club, are among the most popular young singers in the country today.

The artists then collaborated for the romantic love ballad ‘Is Qadar’ presented by T-Series. Not surprisingly, the song has become a huge success and clocked in over 100 million views within no time of its release!

‘Is Qadar’ is a love song that conveys emotions of falling, staying and defying all odds in love. Composed by Sachet-Parampara, with lyrics by Sayeed Qadri, the song with its qawwali elements and instrumental beats is straight from the heart.

Shot at the charming and quaint Shimla by Arvindr Khaira, ‘Is Qadar’ has transported the audience into a world of enchantment as the chemistry between the two singers is simply electric. While singers have featured in their respective music videos before, both Tulsi and Darshan went the extra mile and essayed their characters in the song.The extra effort did not go unnoticed and the song became an overnight sensation ever since it was released.

The 100 million views is yet another feather in the illustrious caps of Tulsi Kumar, Darshan Raval, Sachet-Parampara, Sayeed Qadri and T-Series

Business World, News

Droom’s Orange Book Value crosses 500 million pricing queries for used vehicles in India

Jun 1, 2021 by Rekha Nair 0 Comments #Droom, #Founder and CEO, #OBV, #Orange Book Value, #Sandeep Aggarwal

New Delhi: – Owing to the tremendous response for Orange Book Value (OBV) in the market, Droom, India’s largest and pioneering AI-driven online automobile marketplace today announced the new milestone in continued success by Orange Book Value. With approx. 7 million queries received every month, OBV, is India’s second largest AI and Data science-based algorithm pricing engine for used vehicles, that has crossed the colossal figure of 500 million queries since its launch in 2016.

OBV is available in 38 countries, 7 currencies and 11 languages. It has been hailed as a game-changer in the used automobiles transactional sphere, covers a wide spectrum of vehicle categories in its evaluation base-including car, motorcycles, scooters, bicycles and planes – covering 80,000+ unique products from 100+ makes, 1000+ models, and 4000+ variants manufactured in the last 18 to 20 years. As per an OBV adoption survey, nearly 85% respondents claimed they relied completely and solely on OBV to determine the valuation of the vehicle to be purchased to sold.

Commenting on the exponentially rising popularity of OBV, Sandeep Aggarwal, Founder and CEO, Droom, said, “With India’s pre-owned automobile market showing an uptick and accelerating digital adoption, due to rapid urbanization, changing consumer needs and growing internet penetration, the figure of 500 million queries for OBV is an exciting milestone. OBV provides independent, objective and unbiased fair market value of any used vehicle and has reduced search time and search cost for used vehicles and has made buying and selling much easier. The pricing estimate carried out by OBV is the industry de facto standard now and is completely trusted by buyers, sellers, tens of thousands auto dealer and so many banks, NBFCs, and Insurance companies resulting in its immense popularity and adoption”.

He further added, “This success reflects the strong customer trust in the OBV and its emergence as defacto industry standard for used vehicle pricing is due to its independent, objective and unbiased methodology AI and data driven approach”.

The data collected from the 500 million queries received for OBV revealed certain interesting results. According to the data, the two-wheeler category surpasses the four-wheeler category in terms of pricing queries generated. With income rising rapidly and the price of a motorbike being relatively less, first-time buyers with no or small familial responsibilities generally opt for the same. Furthermore, youngsters are attracted to the latest bikes with a high-price range, hence they look to buy used versions of the same in a perfect working condition. The top two-wheeler brands searched included Hero, Honda, Bajaj and Royal Enfield topping the charts. As for four-wheelers, the top brands searched were Maruti Suzuki, Toyota, Mahindra and Hyundai. A major chunk of OBV’s users reside in metropolitan cities such as Bengaluru, which tops the charts of highest traction of OBV city wise. Following Bengaluru are Delhi, Mumbai and Gurugram.