At the heart of countless morning check-ins, urgent family updates, and late-night laughs lies a green icon we all recognize, WhatsApp. What started in 2009 as a simple status update tool has evolved into a global communication powerhouse. In 2025, it’s not just a messaging app; it's where billions live...

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Context: The data was created to build like a analysis which can use to be project for a fresher.

Source: The csv data was scraped from my WhatsApp account. You can find the codes from 'https://github.com/riju1999'

Inspiration: You can build a website for your friends using the csv data.

Context

I thought it would be a good case study to do anylytics on one of my whatsapp chating groups

Content

What's inside is more than just rows and columns. Make it easy for others to get started by describing how you acquired the data and what time period it represents, too.

Acknowledgements

We wouldn't be here without the help of others. If you owe any attributions or thanks, include them here along with any citations of past research.

Inspiration

Your data will be in front of the world's largest data science community. What questions do you want to see answered?

This dataset contains relevant information used in the study of collecting odometer images via WhatsApp to measure vehicle miles traveled (VMT) in California. In recent years, policymakers have increasingly suggested interventions for sustainable transportation, directly or indirectly aiming to reduce vehicle miles traveled. Researchers in transportation have used various ways to collect VMT data for their analysis, but there are pros and cons to each method. Self-reported VMTs from travel surveys are traditionally used to understand factors affecting VMT or estimate policy effects, yet such data suffer from recall error, rounding, and heaping biases in reporting numbers by which researchers derive VMT. Surveys with the latest technologies, such as a dedicated GPS device, can provide more accurate VMT but can be intrusive on participants’ privacy and too expensive to scale. Passively collected data, such as traffic counts or states’ odometer reading data, rarely capture travelers’ chara..., , # Dataset of "Data Collection of Odometer Images via WhatsApp to Measure Vehicle Miles Traveled"

Dataset DOI: 10.5061/dryad.g79cnp62m

Description of the data and file structure

This dataset contains relevant information used in the study "Data collection of Odometer images via WhatsApp to measure vehicle miles traveled", an NCST-supported project conducted by the Institute of Transportation Studies, UC Davis.

This repository contains three files:

1. posts_pii_removed.csv
2. survey_pii_removed.csv
3. users_pii_removed.csv

These files represent the odometer images collected during the study, data of the prescreening survey, and the user statistics, respectively, with all personal identifiable information removed.

Files and variables

File: posts_pii_removed.csv

Description:Â This data contains information about the posts (odometer images submitted during the study).

Variables

• id: ID. String.
• image_create_date: The datetime when..., For the "survey" subdataset, we applied a grouping of the age of the study participants. For the "users" subdataset, we removed the exact time of the day.

The coronavirus (COVID-19) outbreak led to a significant traffic growth on most social media platforms in Russia. Whatsapp.com accounted for the largest traffic flow, by amounting to over 15 million users on March 17, which was the highest mark throughout the observed period.

For further information about the coronavirus (COVID-19) pandemic, please visit our dedicated Facts and Figures page.

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As of February 2024, more than half of internet users (** percent) surveyed in Colombia and aged 55 years and over stated that they accessed news content through WhatsApp. Among respondents from the 18-24 age group, the share stood below ** percent. That same year, the website of El Tiempo was the leading online news brand in Colombia.

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The number of WhatsApp users in Brazil was forecast to continuously increase between 2024 and 2029 by in total *********** users (***** percent). After the ninth consecutive increasing year, the WhatsApp user base is estimated to reach ****** million users and therefore a new peak in 2029. Notably, the number of WhatsApp users of was continuously increasing over the past years.User figures, shown here regarding the platform whatsapp, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to *** countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).

India recorded about 200 million monthly active users in February 2017. With over 460 million internet users, India ranked second largest in the internet market worldwide. By 2023, it was estimated that this figure would surpass over 666 million internet users. Interestingly, amongst these users, over 390 million people accessed the web over their mobile phones. The rise of digital India With a mobile friendly approach to the internet, the use of social media applications was correspondingly high in India. By 2021, studies had found that around 29 percent of the total population would be active social media users. Facebook, YouTube and WhatsApp were ranked among the most popular social networking sites in the country based on usage reach. Social media transcends socio-economic boundaries The high penetration of the mobile messaging application came as no surprise considering that the use of the messaging app had been increasing rapidly over the last few years. Although most WhatsApp users came from urban areas, rural areas recorded an increasing share of the app adoption. This adoption spread was also true across income groups. With increasing social media usage, there was also rising issues with the believability of information shared over these platforms, leading to the increase in fake news and cybercrime.

As of February 2024, close to half – ** percent – of internet users surveyed in Brazil and aged 55 years and over said they accessed news on WhatsApp. The same was true for Brazilians aged 45 to 54 years. Among respondents from the 25-34 age group, the share stood at ** percent. The reliance on Facebook as a news source in Brazil was also low among internet users aged 25 to 34.

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As of February 2024, less than ** percent of internet users surveyed in Mexico and aged 55 years and over said they accessed news on WhatsApp. Among respondents from the 18-24 age group, the share stood at ** percent. The reliance on Facebook as a news source in Mexico was also lower among internet users aged 18 to 24.

As of the latest reported period, WhatsApp had more than half a billion daily active Status users worldwide, up from 450 million global DAU in the second quarter of 2018. WhatsApp Status is similar to the Stories feature of other social apps such as Snapchat and Instagram, allowing users to share photos, videos and text that disappear after 24 hours. WhatsApp usage in the United States With over 1.5 billion monthly active users, WhatsApp is the most popular mobile messenger app worldwide. As of 2019, the chat app had an estimated 68 million users in the United States, with forecasts projecting an audience size of almost 86 million users in 2023. Despite a sizable app audience, WhatsApp still lags behind competitors Facebook Messenger and Snapchat in terms of U.S. mobile reach and brand awareness. However, according to recent industry data, user engagement with WhatsApp grew 44 percent year-over-year, putting it ahead of other social networks including Facebook, Instagram and Twitter. WhatsApp and Facebook In February 2014, WhatsApp was acquired by Facebook for a then unheard-of figure for such a purchase – 19 billion U.S. dollars. The mobile messenger is one of Facebook’s four billion-user properties, along with the core Facebook platform, Facebook Messenger and Instagram. During the first quarter of 2019, Facebook stated that 2.7 billion people were using at least one of the company's core products (Facebook, WhatsApp, Instagram or Messenger) each month.

WhatsApp had an online reach of nearly ********** people in the Netherlands in August 2020. This is an increase when compared to the same period one year before. Dutch audiences were most exposed to WhatsApp on their smartphone. As of 2019, approximately ************ people in the Netherlands used WhatsApp, making it one of the most popular social media platforms of the country. As of 2018, roughly ** percent of Dutch respondents aged ******** years old used WhatsApp Messenger.

Reach is normally defined as the percentage of visitors that visited specific content at least once during a certain period. The Netherlands has two different methods to measure online reach (in Dutch: bereik) of brands: GfK DAM and the "Nederlands Online Bereiksonderzoek" or NoBO. The numbers provided here are from the latter.

As of April 2024, over half (or ** percent) of WhatsApp users surveyed in Brazil reported having hired services through the app more than once. Around ********* (** percent) said they had never done it, while ** percent stated they had done it once. According to the same study, the share of Brazilian WhatsApp users opposed to receiving ads through the app grew by over ** percentage points in 2024.

According to the results of surveys conducted from March to August 2019, **** percent of Mexican mobile users between 18 and 24 years old stated to use WhatsApp through this device. Meanwhile, nearly ** percent of respondents aged 50 or older said they sent text messages via this platform.

A lista di numeri di WhatsApp in Austria furnisce liste di cuntatti aggiornate per u successu di a vostra attività. In u mondu mudernu d'oghje, una bona cumunicazione aiuta à custruisce relazioni forti è à aumentà e vendite. Inoltre, WhatsApp vi permette di parlà cù i vostri clienti è di sparte i vostri missaghji di marketing. Questu li incuragisce à dà feedback è à stà impegnati, aiutenduvi à pianificà un marketing megliu per u futuru. Tuttavia, quandu sceglite u nostru serviziu, ùn avete micca solu una lista di cuntatti. Guadagnate una risorsa preziosa chì pò aiutà à cunnette vi cù parechji clienti potenziali in Austria. Prufittate di sta occasione per cunnette vi, impegnassi è cresce ottenendu sta lista d'utilizatori avà da u situ web List to Data. I dati di u numeru di telefunu WhatsApp in Austria vi aiutanu à sfruttà à u massimu a vostra strategia di marketing. Questa basa di dati attentamente messa inseme vi cunnetta cù parechje persone in tutta l'Austria. Inoltre, pudete ghjunghje à i clienti potenziali attraversu l'app di messageria più pupulare. Pensate solu à quantu hè bellu parlà subitu cù u vostru mercatu di destinazione. Cù a nostra lista di numeri di cuntattu WhatsApp, pudete scrive missaghji chì parlanu direttamente à u vostru publicu. I dati di u numeru di telefunu WhatsApp in Austria includenu dettagli impurtanti cum'è nomi, età, sessi, email è indirizzi di i vostri clienti B2B è B2C mirati. Questu vi aiuta à custruisce una forte cunnessione chì u marketing regulare ùn pò micca sempre fà.

As of February 2024, ** percent of the internet users surveyed in Argentina aged 55 years and over stated that they accessed news on WhatsApp. Among respondents from the 18-24 age group, the share stood below ** percent. The reliance on Facebook as a news source in Argentina was also lower among internet users aged 18 to 24.