#Prescriptive Analytics Market
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Rise in need for sophisticated market analytics solutions among businesses across the globe and emergence of advanced technologies such as big data and IoT has proliferated the adoption of analytics to analyze large data silos.
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California's handling of sensitive health information is under scrutiny following a report that data entered by residents on the state's health insurance marketplace was shared with LinkedIn.
Covered California, which runs the state's marketplace, coveredca.com, shared sensitive personal data with LinkedIn, a subsidiary of Microsoft, through embedded tracking tools on the website, nonprofit news organization The Markup reported on Monday.
Covered California confirmed the data transmission in a news release later that day, saying "some sensitive data was inadvertently collected by the tags, including first names, the last four digits of Social Security numbers, and other sensitive health information like pregnancy status."
It added that all advertising-related tags on the website had been turned off as a "precautionary measure," and that it would review the extent of the data shared.
Representative Kevin Kiley, the Democrat from California has called for an investigation. "This is incredibly disturbing," he wrote on X, formerly Twitter.
Newsweek contacted Representative Kiley via social media and email, as well as the press offices of Health Secretary Robert F. Kennedy Jr. and California Governor Gavin Newsom via email outside of regular working hours on Wednesday.
Why It Matters
Concerns over personal data have grown in recent months after it emerged the government's Department of Government Efficiencyworked to gain access to the Social Security Administration's data systems, which hold sensitive personal data about approximately 70 million Americans.
California's sharing of sensitive data with LinkedIn will likely raise similar concerns about threats to Americans' privacy.
What To Know
Trackers on coveredca.com, which was created under the Affordable Care Act, captured users' answers to questions about blindness, pregnancy, high prescription use, gender identity and experiences with domestic abuse, The Markup reported.
The data was then transmitted to LinkedIn using Insight Tag, which uses code to track how visitors interact with websites.
Covered California said in a statement that it "leverages LinkedIn's advertising platform tools to understand consumer behavior;" however, LinkedIn notes on its website that Insight Tag "should not be installed on web pages that collect or contain Sensitive Data."
The LinkedIn campaign trackers began in February 2024 and were removed "due to a marketing agency transition" in early April, Covered California told CalMatters.
Covered California had more than 60 trackers on its site, compared to the average on other government sites of three, CalMatters reported.
What People Are Saying
Covered California said in a news release on Monday: "Covered California is reviewing its entire website and information security and privacy protocols to ensure that no analytics tools are impermissibly collecting or sharing sensitive consumer information. The LinkedIn Insight tags are no longer active and, as a precautionary measure, all active advertising-related tags across the CoveredCA.com website have been turned off.
"Covered California is committed to safeguarding the confidential information and privacy of its consumers. The organization will share additional findings from this investigation as they become available."
California Representative Kevin Kiley, wrote on X: "California's Obamacare website tracked users' personal health information—such as pregnancy and prescription drug use—and sent it to LinkedIn for a 'marketing campaign.' We are asking Secretary Kennedy to investigate for HIPAA violations."
What Happens Next
The Department of Health and Human Services has yet to respond publicly to Kiley's call for an investigation.
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kontextmaschine was never afraid to reblog a post, no matter how low note or niche, and type directly into the reblog text some totally unhinged idiosyncratic shit. he wasnt afraid to post about the kind of porn he was into (girls peeing themselves, guys dominating him). he would share nearly any persona anecdote from his past or present. he talked about the finest gradients of his motor control disability and slight changes in how he jerked off with equal clinical fascination and absolutely no shame. he resolutely did not care if one of his takes on history or on the current political climate didnt sound good, so long as he had support for it. in historical and political matters he was descriptive and analytic, not prescriptive -- which meant his interpretation on what had happened and why could madden just about anyone, but it was never without its reasoning. he correctly predicted the vicissitudes of the portland real estate market. he spoke about being super rich and super intelligent without any of the usual performative hedging that people who are not so secretly proud of such things normally do, so you could actually engage with him directly as That Type of Guy and he wouldnt be threatened by it. if you disagreed with him or even if you insulted him outright, he did not care, he would engage with you earnestly if you said anything that was interesting to him. he just rolled through life motivated by his own strange constellation of beliefs and took things at face value and was never ashamed of what he felt or what fascinated him, and i think there's a lot that many of us can learn from that even if a lot of us have really different value systems from him
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Enterprises Explore These Advanced Analytics Use Cases
Businesses want to use data-driven strategies, and advanced analytics solutions optimized for enterprise use cases make this possible. Analytical technology has come a long way, with new capabilities ranging from descriptive text analysis to big data. This post will describe different use cases for advanced enterprise analytics.
What is Advanced Enterprise Analytics?
Advanced enterprise analytics includes scalable statistical modeling tools that utilize multiple computing technologies to help multinational corporations extract insights from vast datasets. Professional data analytics services offer enterprises industry-relevant advanced analytics solutions.
Modern descriptive and diagnostic analytics can revolutionize how companies leverage their historical performance intelligence. Likewise, predictive and prescriptive analytics allow enterprises to prepare for future challenges.
Conventional analysis methods had a limited scope and prioritized structured data processing. However, many advanced analytics examples quickly identify valuable trends in unstructured datasets. Therefore, global business firms can use advanced analytics solutions to process qualitative consumer reviews and brand-related social media coverage.
Use Cases of Advanced Enterprise Analytics
1| Big Data Analytics
Modern analytical technologies have access to the latest hardware developments in cloud computing virtualization. Besides, data lakes or warehouses have become more common, increasing the capabilities of corporations to gather data from multiple sources.
Big data is a constantly increasing data volume containing mixed data types. It can comprise audio, video, images, and unique file formats. This dynamic makes it difficult for conventional data analytics services to extract insights for enterprise use cases, highlighting the importance of advanced analytics solutions.
Advanced analytical techniques process big data efficiently. Besides, minimizing energy consumption and maintaining system stability during continuous data aggregation are two significant advantages of using advanced big data analytics.
2| Financial Forecasting
Enterprises can raise funds using several financial instruments, but revenue remains vital to profit estimation. Corporate leadership is often curious about changes in cash flow across several business quarters. After all, reliable financial forecasting enables them to allocate a departmental budget through informed decision-making.
The variables impacting your financial forecasting models include changes in government policies, international treaties, consumer interests, investor sentiments, and the cost of running different business activities. Businesses always require industry-relevant tools to calculate these variables precisely.
Multivariate financial modeling is one of the enterprise-level examples of advanced analytics use cases. Corporations can also automate some components of economic feasibility modeling to minimize the duration of data processing and generate financial performance documents quickly.
3| Customer Sentiment Analysis
The customers’ emotions influence their purchasing habits and brand perception. Therefore, customer sentiment analysis predicts feelings and attitudes to help you improve your marketing materials and sales strategy. Data analytics services also provide enterprises with the tools necessary for customer sentiment analysis.
Advanced sentiment analytics solutions can evaluate descriptive consumer responses gathered during customer service and market research studies. So, you can understand the positive, negative, or neutral sentiments using qualitative data.
Negative sentiments often originate from poor customer service, product deficiencies, and consumer discomfort in using the products or services. Corporations must modify their offerings to minimize negative opinions. Doing so helps them decrease customer churn.
4| Productivity Optimization
Factory equipment requires a reasonable maintenance schedule to ensure that machines operate efficiently. Similarly, companies must offer recreation opportunities, holidays, and special-purpose leaves to protect the employees’ psychological well-being and physical health.
However, these activities affect a company’s productivity. Enterprise analytics solutions can help you use advanced scheduling tools and human resource intelligence to determine the optimal maintenance requirements. They also include other productivity optimization tools concerning business process innovation.
Advanced analytics examples involve identifying, modifying, and replacing inefficient organizational practices with more impactful workflows. Consider how outdated computing hardware or employee skill deficiencies affect your enterprise’s productivity. Analytics lets you optimize these business aspects.
5| Enterprise Risk Management
Risk management includes identifying, quantifying, and mitigating internal or external corporate risks to increase an organization’s resilience against market fluctuations and legal changes. Moreover, improved risk assessments are the most widely implemented use cases of advanced enterprise analytics solutions.
Internal risks revolve around human errors, software incompatibilities, production issues, accountable leadership, and skill development. Lacking team coordination in multi-disciplinary projects is one example of internal risks.
External risks result from regulatory changes in the laws, guidelines, and frameworks that affect you and your suppliers. For example, changes in tax regulations or import-export tariffs might not affect you directly. However, your suppliers might raise prices, involving you in the end.
Data analytics services include advanced risk evaluations to help enterprises and investors understand how new market trends or policies affect their business activities.
Conclusion
Enterprise analytics has many use cases where data enhances management’s understanding of supply chain risks, consumer preferences, cost optimization, and employee productivity. Additionally, the advanced analytics solutions they offer their corporate clients assist them in financial forecasts.
New examples that integrate advanced analytics can also process mixed data types, including unstructured datasets. Furthermore, you can automate the process of insight extraction from the qualitative consumer responses collected in market research surveys.
While modern analytical modeling benefits enterprises in financial planning and business strategy, the reliability of the insights depends on data quality, and different data sources have unique authority levels. Therefore, you want experienced professionals who know how to ensure data integrity.
A leader in data analytics services, SG Analytics, empowers enterprises to optimize their business practices and acquire detailed industry insights using cutting-edge technologies. Contact us today to implement scalable data management modules to increase your competitive strength.
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What is Data Analytics in simple words?

Descriptive analytics: – The most basic type of data analytics analyses historical data to identify patterns and relationships. An example of descriptive analytics is analysing sales data to understand trends in monthly revenue. By examining historical sales figures, a company can identify patterns, seasonality, and peak sales periods, helping them make informed decisions about inventory management, marketing strategies, and sales forecasting.
Diagnostic analytics: – Helps businesses understand why things happen by examining data to identify patterns, trends, and connections. For example, data analysts may identify anomalies in the data, collect data related to these anomalies, and implement statistical techniques to find relationships and trends that explain the anomalies.
Predictive analytics: – Uses data analysis, machine learning, artificial intelligence, and statistical models to find patterns that might predict future behaviour.
Prescriptive analytic:– A statistical method that uses both descriptive and predictive analytics to find the ideal way forward or action necessary for a particular scenario. Prescriptive analytics focuses on actionable insights rather than data monitoring.
I hope this blog finds you well and proves to be a valuable resource in your quest for knowledge. If you want to become a data analytics then you must join our Data analytics course. May the information you seek, guide you toward success and growth, Thank you for exploring, and May you find it truly beneficial.
link source:-https://www.dicslaxminagar.com/blog/what-is-data-analytics-in-simple-words/
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By: Rob Henderson
Published: Mar 17, 2024
Back when I was deployed in 2011, I read a fascinating passage in How the Mind Works by Harvard psychologist Steven Pinker.
Pinker, describing the power of familial bonds, wrote, “every political and religious movement in history has sought to undermine the family. The reasons are obvious. Not only is the family a rival coalition competing for a person’s loyalties, but it is a rival with an unfair advantage: relatives innately care for one another more than comrades do.”
Joseph Henrich, professor of evolutionary biology at Harvard, explores the consequences of this idea at length in his recent book The WEIRDest People in the World: How the West Became Psychologically Peculiar and Particularly Prosperous. The book contains a dazzling array of evidence to support Henrich’s thesis for why variation exists among societies, and, in particular, why Europe has played such an outsized role in human history. The word “WEIRD,” stands for “Western, Educated, Industrialized, Rich, Democratic.” It is also a convenient way to communicate that people from such societies are psychology different from most of the rest of the world and from most humans throughout history.
In short, the Western Church (Henrich’s term for the branch of Christianity that rose to power in medieval Europe) enacted a peculiar set of taboos, prohibitions, and prescriptions regarding marriage and family. This dissolved Europe’s kin-based institutions, and gave rise to a more individualistic psychology, which in turn spurred the creation of impersonal markets in which people grew used to interacting with and trusting unrelated strangers, and propelled the development of voluntary institutions, universally applicable laws, and innovation.
Characteristics of WEIRD people
WEIRD people are hyper-individualistic, self-obsessed, nonconformist, analytical, and value consistency. We try to be “ourselves” across social contexts and prize “authenticity.”
The book reviews research indicating that Americans rate those who show behavioral consistency during interactions in different contexts as more “socially skilled” and “likable” compared to those who are more behaviorally flexible. In contrast, non-WEIRD people view personal adjustments as reflecting social awareness and maturity.
In addition to valuing behavioral consistency, WEIRD people are more likely to feel guilt than shame. In contrast, non-WEIRD people are more likely to experience shame as opposed to guilt. Shame is the result of not living up to the expectations of one’s community. Guilt is a private emotion that results from falling short of our own expectations, rather than the community’s.
Relatedly, a recent study found that people can experience shame for being accused of actions they didn’t commit. The accusation alone was enough to elicit this powerful emotion. Shame is a reaction to others believing we did something bad rather than a reaction to actually doing something bad.
Delayed gratification also appears to be more prevalent in WEIRD societies. When researchers offered WEIRD people the choice between a smaller monetary payment up front, or a larger sum later, they tended to choose the larger sum. In contrast, most non-WEIRD people preferred the immediate, smaller, reward.
Interestingly Henrich relays data suggesting that greater patience is most strongly linked to positive economic outcomes in lower-income countries. Put differently, the tendency to defer gratification seems to be especially more important for economic prosperity in countries where formal institutions are less effective. This pattern holds within countries as well, such that patient people obtain higher incomes and more education. Patience is related to success after controlling for IQ and family income, and, even within the same families, more patient siblings obtain more education and higher earnings later in life.
Moreover, WEIRD people are more likely to adhere to rules even in the absence of external sanctions. The book reports that until 2002, U.N. diplomats from other countries were immune from having to pay parking tickets in New York City. Diplomats from the UK, Sweden, Canada, and other countries received a total of zero parking tickets. But diplomats from Bulgaria, Egypt, and Chad, among other non-WEIRD countries accumulated more than 100 tickets per member of their respective delegations. When diplomatic immunity was lifted, parking violations declined, but the gap between countries persisted.
But while they may be patient and rule-following, WEIRD people are more likely to be fair-weather friends. Relative to other populations, WEIRD people assign higher value to impartiality and show less favoritism toward friends, family members, and co-ethnics. We are more likely to abhor nepotism and believe in universally applicable principles.
Suppose you are in a car being driven by your close friend. While driving over the speed limit, he hits a pedestrian. His lawyer tells you that if you testify under oath that he was not speeding, it may save him from serious legal consequences. Does your friend have a right to expect you to lie for him, or do you think he has no right to expect this?
This is called the Passenger’s Dilemma, which has been posed to citizens from countries around the world. People from Canada, Switzerland, and the U.S. generally say your friend has no right to expect you to lie. But most non-WEIRD citizens from places like South Korea, Nepal, and Venezuela say they would willingly lie to help their friend.
WEIRD people make bad friends, but they are more willing to trust strangers. Henrich reports responses from across the globe to the question, “Generally speaking, would you say that most people can be trusted, or that you need to be very careful in dealing with people?” In WEIRD countries, levels of trust were consistently above 50%. In contrast, in Brazil, Trinidad, and Tobago, levels of trust were below 10%.
Furthermore, there is an obsession with intentions—the invisible contents of a person’s mind. When determining the severity of a moral violation, what matters more: Intentions or outcomes? This question varies a lot across societies. WEIRD people are extreme outliers, placing a lot of importance on whether someone “meant” to do something, where as non-WEIRD people focus more on what actually happened and who was affected.
Across 10 diverse societies, Americans placed the most value on intentions, while individuals from Fiji, Papua New Guinea, and Namibia focused more on outcomes. The question of intent is relevant to our current sociopolitical climate. Consider the recent firing of New York Times reporter Donald G. McNeil Jr. The Times concluded that while McNeil showed poor judgment when he repeated the N-word used by another individual, they also stated that he did not harbor “hateful or malicious” intent. Still, Times Executive Editor and Managing Editor fired McNeil anyway, saying “We do not tolerate racist language regardless of intent.” A UCLA professor was suspended under similar circumstances. At least within the context of language, the U.S. may be shifting away from WEIRD moral psychology.
Overall, countries with greater patience, behavioral consistency across social interactions, trust of strangers, adherence to impartial norms, and concern with intentions, have higher GDP, more economic productivity, less corruption, and greater rates of innovation.
Of course, one might argue that such differences stem from formal institutions like courts, police, and governments. But, Henrich asks, how does one get there in the first place?
Why Are We WEIRD?
One key factor is religion. Specifically, what Henrich and other researchers refer to as “Big Gods”—deities that oversee what people do, care whether they behave immorally, and punish wrongdoers. Societies that believe in moralizing gods, who punish wrongdoers, tend to have WEIRDer psychologies. Henrich writes, “if you are weird, you may think that religion always involves morally concerned gods who exhort people to behave properly.” But in fact, this aspect of religion is atypical. For instance, Roman gods were not concerned about immoral behavior such as lying, cheating, and stealing—what upset them was the violation of oaths taken under their name. For instance, merchants had to swear sacred oaths to affirm the quality of their goods. For Roman gods, it was their honor they were concerned about, not the acts themselves.
Across countries, belief in a contingent afterlife that is dependent on how one behaves now is associated with greater economic productivity and less crime. The book communicates research based on data from 1965 to 1995 and found that if the percentage of people in a country who believe in hell and heaven increases by 20 percent, that country’s economy will grow an extra 10 percent over the next decade. Additionally, the greater the percentage of people in a country believe in hell, the lower the murder rate. Intriguingly, the opposite is true for belief only in heaven: That is, the more people within a country believe in heaven but not in hell, the higher the murder rate.
Henrich posits that Christianity, or what he terms the “Western Church,” began in about 400 CE to spread throughout Europe and slowly eroded intensive kin-based institutions and weakened ties with extended family members within communities. The Church supplanted ancestral gods such as Thor and Odin, old Roman deities like Jupiter and Mercury, as well as other variants of Christianity. Additionally, the Church initiated what Henrich terms the “Marriage and Family Program” (MFP). This program dissolved people’s connections to their extended family, banned cousin marriage, and gradually, made the nuclear family and voluntary associations the center of social life.
The extreme incest taboos were enacted in part because the Church did not want to compete with family members for people’s loyalty. Weakening family ties bolstered the Church’s place in people’s hearts. Additionally, the message of the Church spread when young adults would leave their homes in search of a spouse, and when they would form voluntary associations. The Church also blocked the transferring of inheritance to anyone save the genealogical line of descent—that is, birth children, which furthermore eroded kin-based relations.
In more traditional communities of extended families, cousin marriage is rife. But in the medieval European world of scattered farms, villages, and small towns, the extreme incest taboos of the Church compelled people to travel far and wide in search of spouses, who were often in different tribal or ethnic groups. The longer a country’s population was exposed to the Church, the weaker its kin-based institutions and the lower its rates of cousin marriage. Henrich writes, “Each century of Western Church exposure cuts the rate of cousin marriage by nearly 60 percent.”
This had consequences for the personalities of WEIRD people. Success in kin-based institutions relies on conformity, deference to traditional authority, sensitivity to shame, and an orientation toward the collective. In contrast, when relational bonds are weaker and people have to find ways to get along with strangers, success arises from independence, less deference to authority, more guilt, and more concern with cultivating personal attributes and achievement. The emphasis on the individual, as opposed to the group or clan, is characteristic of weird societies.
Henrich shows that the percentage of cousin marriages across countries predicts levels of individualism. The U.S. is famously individualistic, and indeed it scores the highest on the individualism scale and among the lowest on prevalence of cousin marriage. In contrast, countries with a higher prevalence of cousin marriage such as Malaysia and Indonesia score lower on individualism. Prevalence of cousin marriage is also associated with lower rates of trust for strangers, higher willingness to lie for a friend, and lower rates of blood donations.
When researchers invited university students in various countries to play economic games in which they could easily cheat to win more money, students from countries with more cousin marriage were more likely to do so relative to students from countries with fewer intrafamilial marriages. Such differences exist within European countries as well. For example, southern Italians have higher rates of cousin marriage, along with lower trust of strangers and lower blood donations compared with northern Italians.
The Church’s Marriage and Family Program insisted on monogamous marriage, which constrained the darker aspects of male psychology. Polygynous societies create large numbers of young, unmarried men with few prospects and no stake in the future. Henrich argues that the MFP’s strong monogamous marriage norms constrained the darker aspects of male psychology and gave weird societies an edge. Polygynous societies have what Henrich refers to as a “math problem.” Imagine a society with 100 men and 100 women. If 1 man takes 10 wives, that leaves 90 single women and 99 single men. If each of the women pair up with one man, there will be 9 single men leftover. These 9 single men are likely to create problems. Henrich documents how across multiple continents in distinct historical epochs, rulers and kings and emperors often took thousands of wives and concubines, leaving lower ranking men without partners. Such men, especially when young, can be a threat to societal stability.
The book cites a famous study revealing that getting married reduces a man’s odds of committing a crime. The researchers also found that when men got divorced or their wives passed away, their likelihood of committing a crime increased. In short, monogamous marriage cultivated stability in WEIRD societies.
Higher rates of impersonal trust, individualism, and voluntary association helped give rise to markets because people were more willing to trade and deal with strangers. Markets themselves, Henrich argues, promote those same WEIRD traits in a kind of feedback loop. Henrich reports that among hunter-gatherers and subsistence farmers around the world, people who lived closer to markets in which they could buy and sell goods such as honey, butter, and candles played more fairly when researchers invited them to play economic games against strangers to win money. “This research,” the book states, “strongly suggests that greater market integration does indeed foster greater impersonal prosociality.”
Researchers visited 3 different BaYaka communities, a population in the Congo Basin. Two communities were traditional nomadic foragers living in a remote area. The third community lived within a town itself that contained a market. The researchers offered the people a choice between receiving either one soup stock cube now or 5 cubes tomorrow. 54 percent of the BaYaka living within the town chose to wait for the 5 cubes compared with only 18 percent of those living in nomadic camps. The reason is that while people in kin-based communities care a lot about being fair and honest with fellow group members, they have less concern for strangers. Conversely, people used to interacting with strangers in a market context have an incentive to develop good relationships with them.
Still, there may be downsides to impersonal markets. One is that in commercialized societies in which the social sphere is governed by market norms rather than dense networks of interpersonal relationships and extended family can lead some to feel alienated and exploited. The Harvard philosophy professor Michael Sandel, among others, has written about how market relations can crowd out more personal and satisfying interactions.
Markets also shaped WEIRD psychology as it relates to time. The book points out how people in more traditional small-scale societies have a more relaxed relationship to time, and feel less inclined to be punctual. In contrast, WEIRD people generally prefer to be prompt. For Westerners, time is analogous to money. As the book puts it, “WEIRD people are always 'saving' time, 'wasting' time, and 'losing' time...many of us try to 'buy' time...obsessed with thinking about time and money in the same way...Ben Franklin coined the maxim ‘Time is money,’ which has now spread globally.” Henrich shows data indicating that people in more individualistic cities like London and New York walk much faster on average than people in less individualistic cities like Malaysia and Jakarta.
The commodification of time and amplified individualism gave rise to WEIRD societies prizing personal success and investing in one’s own attributes and skills—accruing individual achievements. This shift, alongside the swelling stream of commercial goods in a market society, heightened materialism. Henrich contends that people wanted to buy more items because such items indicated something about their owners and what they valued. “From Bibles to pocket watches,” the book notes, “people wanted to tell strangers and neighbors about themselves through their purchases.”
Relatedly, the book reports research that calls into question some longstanding theories within psychology and behavioral economics, such as the endowment effect. The idea is that people supposedly place greater value on items they possess. For example, if you randomly give one of two different types of pens to WEIRD participants and offer them the chance to exchange it for the other one, they tend to keep the one they were given. Personally owning a thing somehow makes it more valuable.
But the book reviews research at odds with this idea. Researchers randomly gave members of the Hadza—a group of modern hunter-foragers—1 of 2 differently colored lighters to make fire and asked them if they wanted to exchange it for the other color. They traded their lighters about half the time. In other words, they don’t seem to fall prey to the endowment effect.
However, when the researchers administered the study to another Hadza community that was more market-integrated and had experience selling arrows, bows, and headbands to tourists, they kept their lighters 74 percent of the time—indicating that they had fallen prey to the endowment effect. Henrich goes on to cite research showing that Americans exhibit a stronger endowment effect than East Asians. Henrich posits that impersonal markets cultivate an emphasis on personal attributes, and WEIRDer people tend to view objects as extensions of themselves. Thus, they are reluctant to part with them. Another reason is that in kin-based communities, people simply can’t become too attached to their possessions, because social norms dictate that they must be shared.
For example, Henrich contends that the individualism and market societies that arose in part from the policies of the Western Church had profound effects on WEIRD personalities. Psychologists have long assumed that the “Big Five” personality profile, comprising openness, conscientiousness, extraversion, agreeableness, and neuroticism was universal, and that every person could be mapped along these personality configurations. But Henrich refers to this concept as the “WEIRD-5,” because researchers have failed to identify the 5 dimensions in non-student adult populations in Bolivia, Ghana, Kenya, Laos, Sri Lanka, Vietnam, and Macedonia, among other non-WEIRD locations. The reason is because WEIRD societies prize individualism and the cultivation of personal attributes. In contrast, in kin-based groups that are centered on the community rather than the individual, people experience less need to fully express and cultivate their underlying traits. Describing the Tsimane, a population of farmer-foragers, Henrich writes, “everyone has to be a generalist. All men…have to learn to craft dugout canoes, track game, and make wooden bows. Extroverts can’t become insurance salesemen…introverts can’t become economists.”
This WEIRD psychology had implications for laws. Freed from kin bonds, Europeans in medieval Europe were more mobile and flocked to urban centers in search of economic opportunities and romantic mates. Laws became centered more on individuals as opposed to social position or family lineage. Individual-centered legal developments gave rise to “rights,” which Henrich observes, is a historically unusual concept. As he puts it, “from the perspective of most human communities, the notion that each person has inherent rights…disconnected from their social relationships or heritage is not self-evident…from a scientific perspective, no ‘rights’ have yet been detected hiding in our DNA or elsewhere.” Furthermore, the book posits that in many societies, the purpose of law is not to defend individual rights or preserve an abstract sense of justice. Rather, laws are to maintain peace and restore social harmony. Universally applicable laws independent of family, lineage, or relational ties, arose from the individualistic psychology of WEIRD societies.
Toward the end of the book, Henrich also suggests that the impersonal forces of WEIRD societies spurred technological innovation, because individuals were more willing to share their ideas with unrelated people, and were eager to broadcast their ideas because of the associated prestige.
Interestingly, the book suggests that the nuclear family also encouraged innovation. Typically, in kin-based clans, young men typically had to wait their turn to take charge, as the elder men were held in higher esteem. But in medieval Europe, young men were the head of their small households and were perhaps less apprehensive about breaking tradition and more willing to take risks.
A professor once told me a story. He said that as a young man he was at a synagogue, engaging in prayer. He thought prayer was silly, but went along with it to please his family. The rabbi asked them to pray for their loved ones. My professor then said that this reminded of a family friend who had been sick, and, later that week, went to bring him soup. He then asked me: does praying for our loved ones work?
As the world’s leading authority on cultural evolution, a key point Henrich hammers home is that people in both WEIRD and non-WEIRD societies have no idea how and why their institutions and norms actually work. As he puts it, “people rarely understand how or why their institutions work or even that they ‘do’ anything. People’s explicit theories about their own institutions are generally post hoc and often wrong,”
For example, the book describes research from the anthropologist Donald Tuzin, who reports how an Arapesh community called Ilahita had integrated 39 clans encompassing more than 2,500 people. The cooperation of this large community was sustained through mutual obligations, reciprocal responsibilities, and social rituals infused with supernatural beliefs. The villagers believed their community’s prosperity was the result of their rituals. They believed such rituals pleased their gods. And when cooperation broke down, elders attributed this to members not adhering to the rituals properly. The elders would then call for additional rites to better please their deities. This was effective in repairing social harmony.
Henrich describes how it was in fact the social bonding resulting from the activity, rather than pleasing their gods, that resulted in improved cohesion. It is likewise probable that Westerners are mistaken in how and why their own norms and institutions operate, and may well be mistaken in undermining them.
#Joseph Henrich#Rob Henderson#The WEIRDest People in the World#WEIRD#Western Educated Industrialized Rich Democratic#western civilization#western society#prosperity#individualism#individuality#psychology#human psychology#religion#religion is a mental illness
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Melbourne vs Sydney for Master's in Business Analytics
For overseas applicants targeting an Australian master’s degree in the high employability space of business analytics - Melbourne and Sydney both offer thriving tech ecosystems, high livability quotients and academic rigor making decisions tough!
Melbourne fosters more specializations like marketing analytics and research competencies given the city’s vibrant commercial sector covering banking, retail and advertising driving innovation. Sydney however hosts more top-tier global firms especially in management consulting, logistics and financial services which amplify graduate employment despite steep living costs.
While Melbourne nudges ahead for student experience thanks to art culture, festivals and global cuisine options relieving stress for internationals - Sydney delivers a glamorous beachside lifestyle alongside historic charm that post-grads rave over given the sunny openness year-round!
Ultimately academic quality and practical exposure should guide selections from both destinations rather than experiences for career-minded applicants focused on long-term opportunities. Leverage university global alumni networks once done with strategic degrees giving you the flexibility to spread your wings across Australia’s economics powerhouses!
Posted By:
Aditi Borade, 4th year Barch,
Ls Raheja School of architecture
Disclaimer: The perspectives shared in this blog are not intended to be prescriptive. They should act merely as viewpoints to aid overseas aspirants with helpful guidance. Readers are encouraged to conduct their own research before availing the services of a consultant.
#australia#sydney#melbourne#analytics#university#HighEmployability#LivabilityQuotient#AcademicRigor#DecisionMaking#MarketingAnalytics#ResearchCompetencies#CommercialSector#InnovationDrive#ManagementConsulting#Logistics#FinancialServices#GraduateEmployment#StudentExperience#ArtCulture#EnvoyOverseas#EthicalCounselling#EnvoyStudyInAustralia#EnvoyStudyVisa
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The iPaaS Empowerment and Some Essential Capabilities Fueling Success!
iPaaS (Integration Platform as a Service) has proved as a game-changer for businesses to grow & rule the current market with integration, accelerated workflows & enhanced data management solutions. It’s a cloud-based solution that helps in integrating software applications & streamlines operations. A professional iPaaS company can help you with enterprise-level solutions and offers a comprehensive approach that drives success for your organization. Many businesses, irrespective of their size & specification, are going to hire an iPaaS provider because it results more economical & beneficial for their businesses. But, before shifting it to a 3rd party service provider, there are certain factors that you must consider. In this blog, we have compressed some of the most crucial parameters that you must look into while connecting with an iPaaS provider.
Different considerable aspects while going for the iPaaS revolution
Optimized connectivity-
One of the prime qualities of an iPaaS company is to provide uninterrupted connectivity & effortless integration in the system. An iPaaS platform can create comprehensive compatibility & agility that not only connects the applications but also effortlessly integrates with legacy systems, cloud-based apps, APIs & IoT devices. This approach helps businesses a lot in unifying data from different sources, receiving proper data insights, taking data-driven decisions, and streamlining their operations.
Workflow automation-
iPaaS platform can help a business by creating complex workflows with ease through unparalleled workflow automation. It removes the need for human intervention and leads to fewer error occurrences, which are mainly human errors. It makes the process more fluent with a user-friendly interface & visually engaging appearances. Also, there are advanced triggers like real-time notification & supervision that result in optimizing the operations and eventually generating better results for the products & services.
AI-Powered insights-
In the age of data integration & data management solutions, AI has come up with a crucial role that helps in extracting valuable insights from the vast region of information. With advanced analytical tools & technologies, it helps in transforming raw data into actionable insights. This helps an organization identify opportunities & take data-driven decisions. Prescriptive analytics helps in creating customizable recommendations. Leveraging AI, iPaaS empowers companies to track performance, identify & monitor KPIs, and drive continuous improvement across all business functions.
Scalability-
The uninterrupted growth of a business highly relies on scalability & performance efficiency. An iPaaS platform provides advanced data management services by leveraging cloud-native architecture & trending data handling techniques. In this ever-increasing demand of the current business market, scaling capacities & performance assurance ensure the high-end success of a business. The iPaaS platform offers a quick response time & smooth data flow across the system by focusing on strategic implementations & breaking technological boundings effectively.
Data transformation & governance- iPaaS companies can help your business with effective data transformation & governance. To meet the standard regulatory aspects, functions like data encryption, strict data security & data governance are performed. iPaaS platform ensures that the right information is delivered in the right direction at the right time. From data mapping & transformation capabilities to data manipulation & governance, this platform can make it more seamless, holds customers' trust, and enables them to embrace the benefits of data-driven decisions.
Wrapping up
The above-mentioned parameters establish the credibility & expertise of a professional iPaaS company that can help businesses to optimize their digital transformation journey. Vorro’s BridgeGate Integration is an iPaaS that offers a collaborative solution approach to businesses across different industries and helps them to advance their ecosystem with trending technical interventions. As a responsible service provider, we use technology to provide scalable integration solutions by ensuring high-end security measures. If you are someone who is passionate about unlocking the enterprise's success of your business, embrace the power of iPaaS without compromising! We encourage you to welcome this digital revolution today to position your business at the forefront of the market tomorrow!
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Data Analytics with AI in 2025: Trends, Impact & What’s Next
As we move deeper into 2025, the fusion of Artificial Intelligence (AI) and data analytics has become more than a competitive edge—it's a business necessity. Companies that once viewed AI as experimental are now embedding it into the core of their operations, using it to transform raw data into real-time insights, accurate forecasts, and automated decisions.
In this post, we’ll explore how AI-powered data analytics is evolving in 2025, what trends are shaping the future, and how your organization can harness its full potential.
What Is AI-Driven Data Analytics?
AI-driven data analytics uses intelligent algorithms—such as machine learning (ML), deep learning, and natural language processing—to discover hidden patterns, predict future trends, and automate insights from vast and complex datasets.
Unlike traditional analytics, AI doesn’t just report on what happened; it explains why it happened and suggests what to do next—with unprecedented speed and precision.
Key Trends in 2025
1. Real-Time AI Analytics
Thanks to edge computing and faster cloud processing, AI analytics is now happening in real time. Businesses can react to customer behavior, supply chain issues, and financial trends instantly.
2. AI + Business Intelligence Platforms
Modern BI tools like Tableau, Power BI, and Looker now offer built-in AI features—from auto-generated visual insights to natural language queries (e.g., “Why did sales drop in Q1?”).
3. Predictive + Prescriptive Analytics
AI doesn’t just forecast future outcomes—it now recommends specific actions. For instance, AI can predict customer churn and suggest retention campaigns tailored to individual users.
4. Natural Language Insights
Non-technical users can now interact with data using plain English. Think: “Show me the top 5 products by revenue in the last 90 days.”
5. Ethical AI and Data Governance
With growing concerns about bias and data privacy, 2025 emphasizes explainable AI and strong data governance policies to ensure compliance and transparency.
Use Cases by Industry
Retail & E-commerce: Personalized shopping experiences, dynamic pricing, demand forecasting
Finance: Fraud detection, credit risk analysis, algorithmic trading
Healthcare: Diagnostic analytics, patient risk prediction, treatment optimization
Manufacturing: Predictive maintenance, quality control, supply chain optimization
Marketing: Customer segmentation, sentiment analysis, campaign optimization
Benefits of AI in Data Analytics
Faster Insights: Analyze billions of data points in seconds
Smarter Forecasting: Anticipate trends with high accuracy
Cost Reduction: Automate repetitive analysis and reporting
Enhanced Decision-Making: Make strategic choices based on real-time, AI-enhanced insights
Personalization at Scale: Serve your customers better with hyper-relevant experiences
Challenges to Watch
Data Quality: AI requires clean, consistent, and well-labeled data
Talent Gap: Skilled AI/ML professionals are still in high demand
Ethics & Bias: AI models must be monitored to avoid reinforcing social or business biases
Integration Complexity: Aligning AI tools with legacy systems takes planning and expertise
What’s Next for AI & Analytics?
By late 2025 and beyond, expect:
More autonomous analytics platforms that self-learn and self-correct
Increased use of generative AI to automatically create dashboards, summaries, and even business strategies
Tighter integration between IoT, AI, and analytics for industries like smart cities, healthcare, and logistics
Final Thoughts
In 2025, AI in data analytics is no longer just a tool—it's a strategic partner. Whether you're optimizing operations, enhancing customer experiences, or driving innovation, AI analytics gives you the insights you need to lead with confidence.
📩 Ready to transform your data into business intelligence? Contact us to learn how our AI-powered analytics solutions can help you stay ahead in 2025 and beyond.
#Data Analytics#Artificial Intelligence#AI in Business#Business Intelligence#Predictive Analytics#Big Data#Machine Learning#Data Science#Real-Time Analytics#AI Trends 2025
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The Top 10 Properties of Homoeopathy Management Software
Running a homeopathy clinic is more than just healing — it’s about managing patients, prescriptions, medicine inventory, billing, and compliance efficiently. The right Homeopathy Management Software can make all the difference in streamlining your operations while improving patient care.
But with so many options in the market, how do you choose the right one?
Here are the top 10 must-have features to look for in a powerful and reliable Homeo ERP software, whether you're based in Kerala, anywhere in India, or expanding globally.

1️⃣ Potency-Based Medicine Management
Homeopathy deals with potencies and dilutions that change the way medicines are administered and stocked.
Your software must allow:
Recording of potency levels (e.g., 30C, 200C, 1M)
Managing stock based on potency and combination
✅ Why it matters: Prevents dosage errors and improves prescription accuracy.
2️⃣ Batch & Expiry Tracking
Medicines nearing expiry? With batch-wise tracking, the system alerts you automatically.
✅ Why it matters: Ensures safe dispensing, avoids wastage, and supports regulatory compliance.
3️⃣ Custom Billing with Discount Schemes
Your software should allow:
Item-wise and potency-based pricing
Bulk buyer and seasonal discount schemes
Auto-tax calculations (GST, etc.)
✅ Why it matters: Speeds up billing and keeps records clean.
4️⃣ Patient Record Management (EMR)
Track patient visits, treatment history, and past prescriptions in one place.
✅ Why it matters: Enhances follow-up care and builds patient trust over time.
5️⃣ Inventory Management
Real-time stock visibility, reorder alerts, and supplier tracking all in one screen.
✅ Why it matters: Avoids overstocking or stockouts and improves cash flow.
6️⃣ Integrated Appointment Scheduling
Make it easier to:
Book appointments
Send reminders via SMS/email.
Avoid patient overlaps
✅ Why it matters: Improves patient experience and clinic flow.
7️⃣ Multi-User & Multi-Location Access
If your clinic has multiple doctors or branches, your software should allow centralized access.
✅ Why it matters: Helps you scale without operational chaos.
8️⃣ Mobile & Cloud Access
For anytime, anywhere access, pick a Homeo ERP solution that is mobile-friendly and compatible with cloud hosting.
✅ Why it matters: Enables remote monitoring, especially for growing clinics.
9️⃣ Reports & Analytics
Instant access to:
Daily sales reports
Patient visit trends
Most-used medicines
Financial summaries
✅ Why it matters: Data-driven decisions = faster growth.
🔟 Data Security & Backup
Ensure your software includes:
Regular automatic backups
Data encryption
Role-based user access
✅ Why it matters: Keeps patient and clinic data safe from loss or leaks.
🧩 Bonus: Local Support & Customization (especially in Kerala)
If you're operating in Kerala or South India, make sure your software provider:
Offers support in your local language
Understands regional compliance
Can provide on-site training and setup
✅ For example: Hiworth Solutions offers homeopathy ERP software tailored for clinics across Kerala and beyond.
🏁 Final Thoughts
Choosing the right homeopathy clinic software is not just a tech decision — it’s a business strategy. Look for a solution that helps you save time, reduce errors, improve patient relationships, and prepare your clinic for long-term growth.
At Hiworth Solutions, we specialize in Homeo ERP software designed specifically for the needs of homeopathy clinics, pharmacies, and hospitals.
👉 Want to see how it works?
To schedule a free demo and begin your digital transformation, get in touch with us.
#homeo erp software kerala#homeo erp software trivandrum#hospital management software trivandrum#erp#erp software#information technology#software
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Boost Your Business with Oman’s Leading App Developers
In today’s digital-first world, businesses must evolve quickly to keep pace with customer expectations and competition. Whether you run a local startup or a well-established brand, embracing digital transformation isn’t just a trend — it’s a necessity. And where better to start than with a custom mobile app built by Oman’s leading app developers?
From Muscat to Sohar, the demand for smart, scalable, and secure mobile solutions is growing fast. Partnering with top-tier talent in mobile app development company in Oman could be the smartest move for your business this year.
📲 Why Mobile Apps Are Essential for Omani Businesses in 2025
Oman’s business landscape is shifting. Consumers expect quick services, real-time updates, and 24/7 accessibility — all through their smartphones. That’s why more businesses are turning to professional app development services in Oman to future-proof their offerings.
Here’s what a custom app can do for you:
Increase customer engagement
Improve operational efficiency
Offer mobile-first experiences
Support digital payments and online bookings
Build brand loyalty with personalized features
When developed properly, an app isn’t just a tech tool — it becomes an extension of your business.
🏆 Who Are Oman’s Leading App Developers?
The Sultanate is now home to several development firms offering world-class mobile solutions. However, not all companies understand the local market the way Oman-based developers do.
One company that consistently delivers outstanding results is Five Programmers. Known for blending cutting-edge technology with deep cultural understanding, Five Programmers has helped numerous Omani businesses build apps that perform, scale, and deliver real ROI.
🛠️ Key Services Offered by Top App Developers in Oman
Whether you need a simple booking platform or a full-scale enterprise application, Oman’s top development teams offer:
Custom iOS and Android App Development
Cross-Platform Development using Flutter and React Native
UI/UX Design Focused on Arabic & English Audiences
Real-Time Analytics Dashboards
API Integrations with Local Payment Gateways
Post-Launch App Maintenance & Upgrades
By choosing a team with a strong local presence, like Five Programmers, you ensure your app is aligned with both Omani business culture and global mobile standards.
🚀 Industries Benefiting from Mobile App Development in Oman
Let’s take a look at how various sectors are integrating apps to boost productivity and growth:
🛍️ Retail & E-Commerce
Build user-friendly shopping apps with secure checkouts, loyalty systems, and delivery tracking.
🏥 Healthcare
Enable appointment bookings, telehealth services, and e-prescriptions through HIPAA-compliant apps.
📚 Education
Launch e-learning platforms, virtual classrooms, and attendance management tools.
🚚 Logistics & Transportation
Track vehicles, manage fleets, and update deliveries in real-time.
🏨 Hospitality & Tourism
Let users book hotels, tours, and explore Oman through interactive mobile guides.
All these apps become more powerful when built by experienced Oman app development companies who understand the country’s digital maturity and expectations.
💼 Real Business Transformations with Five Programmers
Here are just a few ways Five Programmers has helped local businesses scale through mobile app development in Oman:
Developed a logistics app that reduced delivery time by 35% for a courier company in Muscat.
Built a bilingual appointment management app for a private medical clinic in Sohar.
Created a full-featured e-commerce app for a traditional crafts shop in Nizwa, boosting online orders by 50%.
Their expertise goes beyond writing code — it’s about solving real problems for real businesses in Oman.
💬 FAQs – Mobile App Development in Oman
Q1: How long does it take to develop a mobile app in Oman? A basic app may take 6–8 weeks, while complex apps with custom features can take 3–4 months. Five Programmers uses agile sprints to deliver fast, flexible results.
Q2: Can I build a bilingual app in Arabic and English? Yes, this is highly recommended for the Omani market. Local developers specialize in bilingual mobile apps that serve both audiences effectively.
Q3: Will the app support local payment gateways? Absolutely. Top developers integrate with payment systems commonly used in Oman, such as OmanNet and international options like Visa/MasterCard.
Q4: Can I get ongoing support after the app is launched? Yes. Reliable firms like Five Programmers offer ongoing maintenance, updates, and feature enhancements after launch.
📞 Let’s Build Your App – Right Here in Oman
If you're ready to go mobile, don’t settle for generic solutions. Work with professionals who understand your business, your audience, and your goals.
📲 Contact Five Programmers today to get started. 💬 Request a Free Quote tailored to your app idea. Let’s build something powerful together — locally developed, globally competitive.
✅ Final Thoughts: Your Business, Elevated with Mobile Technology
In 2025, digital convenience is no longer a luxury — it’s an expectation. Whether you’re trying to reach more customers, improve efficiency, or offer on-the-go services, a well-built app is the key to unlocking that potential.
And there’s no better way to start than by working with the best in the field. Five Programmers, along with other leading names in the region, are paving the way for digital transformation through custom mobile app development in Oman.
Let your business grow — smarter, faster, and locally.
#mobile app development company in Oman#mobile apps in Oman#flutter app development company in Oman#technology#tech
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Smart Workflows in Modern Healthcare Using Salesforce
In the evolving landscape of patient care, healthcare providers are under growing pressure to improve efficiency, maintain compliance, and offer personalized care at scale. One of the most effective ways to meet these demands is by implementing smart healthcare workflows using Salesforce Health Cloud. This approach connects clinical teams, automates operational processes, and empowers healthcare institutions to deliver more reliable, real-time care.
As hospitals face challenges related to high patient volumes and staffing shortages, smart automation becomes critical. With the help of platforms like Salesforce for healthcare automation, providers are reducing manual errors, accelerating workflows, and improving care coordination. These advancements not only support operational agility but also improve patient outcomes.
Automating the Care Journey with Salesforce Health Cloud
The foundation of any efficient healthcare system lies in connected, intelligent workflows. By using Salesforce Health Cloud services, hospitals can create an integrated view of each patient—from intake to discharge. This centralization allows for seamless communication, faster decisions, and improved care planning.
With Salesforce healthcare CRM systems, providers gain access to:
Automated patient data intake and registration workflows
AI-powered healthcare workflows for triage and follow-ups
Claims and billing automation in healthcare systems
Real-time clinical insights and alerts
Compliance-ready health data management using Salesforce
These tools help eliminate manual handoffs and allow care teams to work more efficiently across departments.
Real Results Through GetOnCRM Implementation
At GetOnCRM, we specialize in implementing Salesforce Health Cloud for hospitals and clinics. One of our recent projects involved working with a multi-location healthcare network to digitize its workflows and automate its patient engagement strategy.
Our team of Salesforce healthcare consultants deployed solutions like Salesforce Sales Cloud for healthcare lead management and Marketing Cloud for personalized engagement. These smart workflows helped the client achieve a 30% increase in appointment confirmations and a 25% boost in patient response times. Additionally, administrative tasks like intake form processing and appointment reminders were completely automated, reducing manual workload by over 40%.
Salesforce, GenAI, and the Rise of Intelligent Healthcare
The use of GenAI in healthcare automation is another area where hospitals are seeing transformational gains. With the integration of AI-powered tools in Salesforce Health Cloud, care teams can access features like
AI scribes for automatic clinical note generation
Conversational AI for appointment scheduling and patient queries
Predictive analytics for risk scoring and decision support
IoT-based health monitoring integrated with Salesforce Health Cloud
These innovations represent a new era of smart workflow automation in healthcare departments, where decisions are data-driven and actions are instant.
Scaling Automation Across Healthcare Departments
Smart workflows are not limited to one department. With Salesforce workflow automation tools, every unit within a healthcare organization can benefit:
Clinical workflows become faster with AI-driven alerts and digital triage
Pharmacy departments automate inventory and e-prescription management
Administration and HR teams benefit from RPA in hospital operations
Chronic care management improves with behavior-based patient tracking
This department-wide transformation is essential for building truly connected healthcare ecosystems using Salesforce.
The Future Is Smart, Seamless, and Salesforce-Powered
As we move toward 2025 and beyond, smart healthcare workflow automation will define the future of care delivery. With tools like Salesforce Health Cloud for patient management, hospitals can achieve agility, compliance, and personalized care—all in one ecosystem.
At GetOnCRM, we help healthcare providers design, deploy, and scale Salesforce-based smart workflows that adapt to real-world demands. From Salesforce CRM for healthcare operations to AI-driven automation strategies, we offer end-to-end solutions that power the next generation of care.
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Best Guide to Utilizing Data Analytics for Improved Decision-Making by IOR to Optimize Imports Approach.

Introduction
In the short-paced international of global trade, importers face myriad challenges that could noticeably affect their operations. From fluctuating market stipulations to exchanging laws, working out the panorama is quintessential for success. One of the best instruments at an importer's disposal is statistics analytics. By harnessing the pressure of tips, organisations can make recommended decisions that strengthen potency, minimize costs, and advance universal functionality. This article will explore a way to leverage knowledge analytics for more desirable decision-making in imports, diving deep into methodologies, methods, and quality practices.
What is Data Analytics?
Data analytics refers to the systematic computational analysis of knowledge or facts. It encompasses numerous procedures and techniques aimed toward finding styles, correlations, trends, and insights from based and unstructured datasets.
Types of Data Analytics
Descriptive Analytics: This system specializes in summarizing historical info to have in mind what has took place within the beyond.
Diagnostic Analytics: This strategy goes a step similarly through explaining why some thing took place established on old information.
Predictive Analytics: Utilizing statistical versions and machine learning concepts, predictive analytics forecasts destiny consequences based totally on historic details.
Prescriptive Analytics: This variety recommends activities you have to take to attain favored consequences, employing algorithms and optimization procedures.
Why is Data Analytics Important for Importers?
Data analytics gives importers with extreme insights into industry traits, consumer behavior, offer chain potency, and regulatory compliance. The excellent analytical frame of mind can help groups:
Reduce working bills due to environment friendly logistics. Make told purchasing judgements headquartered on marketplace call for. Enhance probability management systems. Streamline inventory administration systems. The Role of IOR Services in Data Analytics
When discussing imports, this is integral to importer of record service address the position of Importer of Record (IOR) capabilities. These capabilities confirm compliance with customs guidelines while supplying effectual details issues that may well be analyzed for greater decision-making.
What are Importer of Record Services?
Importer of Record functions cope with the prison tasks related to uploading goods into a country. They guarantee compliance with local regulations and regulations while facilitating sleek customs clearance.
How to Leverage Data Analytics for Better Decision-Making in Imports
Effective use of documents analytics includes countless key steps that importers have to recall:
1. Identify Key Performance Indicators (KPIs)
Determining which KPIs are vital will lend a hand concentration your analytical efforts efficaciously. Common KPIs incorporate:
Customs clearance times Shipping costs Inventory turnover rates Supplier fun
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From Manual to Modern: Retail Software in Delhi’s Local Markets Like Sikanderpur & INA?
From Sikanderpur to Daliganj, let’s explore how retail software in local markets is becoming the backbone of smarter business decisions, improved customer service, and long-term growth.
🛒 The Shift from Traditional to Tech-Driven Retail
Local markets were once dominated by manual billing, handwritten inventory, and ledgers for credit records. But as consumers increasingly demand digital payments, faster service, and personalized experiences, businesses are turning to retail software for:
Billing automation
Inventory management
Customer relationship management (CRM)
Digital payment integration
Sales analytics
Markets in Delhi, Gurgaon, and Lucknow are at the forefront of this transformation. Let’s dive into how each market is evolving with digital tools.
📍 Retail Software in Sikanderpur: A Gateway to Organized Retail
Located near Gurgaon’s booming metro line, Sikanderpur Market is home to a mix of electronics shops, garment wholesalers, and local food joints. Until a few years ago, most retailers here operated without digital records. However, today, many are embracing retail software in Sikanderpur for:
Managing large inventories across categories
Tracking GST-compliant billing
Accepting UPI and card payments
Connecting with customers through SMS marketing
Retailers using POS (Point of Sale) systems in Sikanderpur report smoother operations and faster checkout times, making the customer experience more seamless.
📍 Retail Software in Sushant Lok: Enabling Premium Customer Experience
Just a short drive from Sikanderpur, Sushant Lok is a more upscale neighborhood with boutiques, cafes, and wellness brands. The expectation here is not just basic service—but premium service.
Retail software in Sushant Lok enables businesses to:
Build customer profiles and purchase history
Send personalized offers
Manage loyalty programs
Analyze high-value products and sales trends
Boutiques and salons using advanced CRM-integrated retail software here are seeing repeat customers and improved client satisfaction.
📍 Retail Software in Rani Bagh Market: Empowering Local Clothing Retailers
Rani Bagh Market in northwest Delhi is known for its textile and clothing stores, bridal showrooms, and accessories shops. Traditionally a manual-labor heavy market, the adoption of retail software in Rani Bagh Market has allowed local shopkeepers to:
Streamline order processing during peak wedding seasons
Reduce billing errors
Track inventory efficiently across sizes, colors, and styles
Issue digital receipts and warranty slips
This transition is helping retailers compete with e-commerce platforms by offering speed and professionalism at the local level.
📍 Retail Software in INA Market: Enhancing Food & Gourmet Operations
INA Market near South Delhi is a treasure trove of imported food items, spices, meat, seafood, and organic produce. But managing perishable stock in such a diverse product range is a challenge.
Retail software in INA Market is proving to be a game-changer for:
Tracking expiry dates
Reducing stock waste
Automating restock alerts
Managing supplier invoices and payment cycles
Whether it’s a meat shop or a specialty grocer, retail POS software with inventory modules is enabling businesses here to deliver quality and reliability to their loyal clientele.
📍 Retail Software in Eldico Market: Digitizing Everyday Essentials
Eldico Market, often considered the heart of residential shopping in Noida, includes convenience stores, medical shops, and everyday need retailers. In the post-pandemic era, the focus is on safe and efficient shopping.
Retail software in Eldico Market helps vendors:
Integrate barcode billing
Provide contactless payment options
Offer home delivery tracking
Sync online orders with in-store inventory
For pharmacies in particular, medical inventory tracking, prescription uploads, and GST billing have become vital features of digital solutions.
📍 Retail Software in Daliganj Market: Organizing Chaos in a Traditional Hub
Daliganj Market in Lucknow is a classic example of a vibrant, dense, and chaotic local bazaar. While deeply traditional, many retailers are now understanding the value of tech-driven systems.
The shift to retail software in Daliganj Market includes:
Maintaining credit records digitally
Reducing pilferage and stock mismatch
Generating daily/weekly reports
Handling wholesale and retail pricing structures
Even small hardware and stationery shops here have started using retail software for better control and transparency in business.
💡 Benefits of Retail Software for Local Businesses
Whether it's a high-end boutique in Sushant Lok or a general store in Daliganj, the benefits of retail software remain consistent:
✅ Efficiency
Automates repetitive tasks like billing, taxes, and stock counts.
✅ Accuracy
Reduces human errors and improves data reliability.
✅ Insights
Sales and product reports help plan discounts and restocking.
✅ Customer Engagement
Builds loyalty programs, email campaigns, and feedback collection.
✅ Tax Compliance
Generates GST-compliant invoices and returns.
🔮 The Future of Local Markets with Retail Software
As consumer behavior continues to evolve, local markets will need to embrace cloud-based, mobile-friendly, and AI-powered retail software to stay relevant. Some trends to watch include:
Integration with WhatsApp for order management
Voice-enabled billing assistants
AI-based demand forecasting
QR-based self-checkout kiosks
Moreover, training shopkeepers in digital tools will be crucial. Government initiatives like Digital India and local MSME schemes are likely to boost adoption even further.
👨💼 Real Stories from the Ground
A garment shop in Rani Bagh Market reduced staff dependency by 40% after switching to a cloud POS system.
A spice vendor in INA Market used expiry tracking to cut stock losses by ₹25,000 per quarter.
A salon in Sushant Lok increased customer retention by 35% using CRM features in their retail software.
These are not just numbers—they're signs of how technology is leveling the playing field for small businesses.
🧭 Final Thoughts
From Retail Software in Sikanderpur streamlining billing, to Retail Software in Daliganj Market modernizing one of India’s oldest trading zones, it's clear that digital tools are not just for big brands anymore. Local markets are realizing that the future of retail lies in smart software, better customer experiences, and data-driven decision-making.
Retail software is no longer a luxury—it's a necessity. And for shopkeepers across Sushant Lok, Rani Bagh, INA Market, Eldico, and Daliganj, embracing this change is the smartest business move of this decade.
#Retail Software#Retail Software in Sikander pur#Retail Software in Sushant Lok#Retail Software in Rani Bagh Market#Retail Software in INA Market#Retail Software in Eldico Market#Retail Software in Daliganj Market
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Career Boost 2025: Why Recruiters Love Data Analysts Who Know VBA and AI

In today's data-driven economy, companies are constantly searching for professionals who can turn raw information into meaningful insights — and do it quickly. But there's a secret weapon that makes candidates stand out: a powerful combination of VBA (Visual Basic for Applications) and Artificial Intelligence (AI).
At GVT Academy, we understand the market’s pulse. That’s why we’ve designed the Best Data Analyst Course with VBA using AI in Noida, tailored to meet real-world industry needs. But why exactly are recruiters so eager to hire analysts with these skills? Let’s break it down.
Why VBA Still Matters in 2025
Despite the surge in new technologies, VBA remains an essential tool in the data analyst’s toolkit. It enables professionals to automate Excel tasks, clean data efficiently, and build custom functions — all without needing to jump to heavier platforms.
Companies still rely heavily on Excel for their day-to-day operations. Automating reports, dashboards, or reconciliation using VBA saves both time and human effort. Recruiters appreciate candidates who don’t just work harder, but work smarter.
The Rise of AI in Data Analytics
Now add AI to the mix. Artificial Intelligence helps analysts go beyond descriptive statistics and dive into predictive and prescriptive analytics. Machine learning, pattern recognition, and AI-driven forecasting give businesses a competitive edge — and they need professionals who can implement these strategies.
Recruiters today are actively searching for hybrid-skilled data analysts — those who understand the structure of traditional tools like Excel and VBA, while also navigating AI models and automation.
What the Job Market Says
According to recent LinkedIn and Naukri hiring trends:
Data Analyst roles demanding AI skills have seen a 40% rise in listings compared to the previous year.
Excel VBA continues to appear as a top preferred skill in mid-level analytics roles.
Companies offering higher salary packages look for candidates who can automate, analyze, and interpret data — all in one.
This clearly shows the industry’s need for professionals with both practical automation (VBA) and analytical intelligence (AI) skills.
How GVT Academy Prepares You for Success
Our Best Data Analyst Course with VBA using AI in Noida is crafted with one goal: to make you job-ready from day one.
Here’s what you’ll master:
Excel and VBA: Streamline your reports, develop macros, and enhance productivity with automated workflows.
AI Tools & Techniques: Learn Python basics, data visualization, and machine learning algorithms.
SQL & Power BI: Learn how to manage data with SQL and create interactive reports using Power BI to master both data analysis and visualization.
Real-World Projects: Work on capstone projects that simulate actual industry challenges.
Interview & Placement Prep: Get trained in resume building, mock interviews, and job portal strategies.
We go beyond theory — we prepare you to excel in interviews and impress recruiters.
Give Your Career a Boost in 2025
Whether you're a graduate, a professional switching careers, or someone looking to upskill, now is the best time to invest in your future.
The Best Data Analyst Course with VBA using AI in Noida at GVT Academy is your launchpad to exciting opportunities in data analytics. You’ll gain the skills recruiters want and the confidence to stand out in interviews.
Enroll Today — Seats Are Limited!
2025 is all about speed, automation, and intelligence. Companies don’t want just number crunchers. They want data analysts who can automate with VBA and think with AI.
Join GVT Academy and become one of them.
📞 Call us now or visit our official website to learn more about upcoming batches, course fees, and free demo sessions.
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#gvt academy#data analytics#advanced excel training#data science#python#sql course#advanced excel training institute in noida#best powerbi course#power bi#advanced excel
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Driving Business Excellence with the Best Data & AI Strategy Canada in Mississauga
In the rapidly evolving world of data-driven innovation, companies must adopt intelligent strategies to remain competitive. Organizations in Toronto, Mississauga, and across Canada are increasingly turning to advanced data & AI strategy services to unlock growth, streamline operations, and predict customer needs with precision.
At CDATAINSIGHTS, we specialize in delivering the best data & AI strategy Canada in Mississauga, helping businesses move beyond basic analytics and into predictive, prescriptive, and automated decision-making.
What Makes a Data & AI Strategy Effective?
A modern data & AI strategy is more than just collecting information — it’s about turning data into strategic assets. A robust AI-driven roadmap allows your business to:
Integrate AI seamlessly across your enterprise
Make faster, more accurate business decisions
Personalize customer experiences at scale
Predict market trends and mitigate risks
From data governance and architecture to machine learning and cloud integration, CDATAINSIGHTS provides end-to-end strategic support.
Why CDATAINSIGHTS Stands Out in the GTA
As a trusted name for top data & AI strategy services in Toronto, we empower organizations by designing custom strategies aligned with their goals, industry needs, and technical maturity. Whether you’re just starting your AI journey or scaling existing capabilities, we offer:
Tailored AI Strategy Consulting
Data Platform Modernization
AI-Driven Process Automation
Cloud & On-Prem AI Integration
Real-time Data Analytics and Dashboards
Our team works with leading platforms and tools to help businesses across finance, healthcare, retail, manufacturing, and more.
From Toronto to Mississauga: Transform with Confidence
Toronto and Mississauga are emerging tech hubs, and having a strong AI strategy is no longer optional. Companies here are under pressure to innovate quickly and intelligently. That’s why CDATAINSIGHTS is the go-to partner for data & AI strategy services that deliver measurable impact and long-term value.
If your goal is to work with the best data & AI strategy Canada in Mississauga or to find top data & AI strategy services in Toronto, let our experts help you build and scale your AI journey today.
📍 Learn more about our services at: https://cdatainsights.com/services/data-and-ai-strategy 📧 Contact us at: [email protected]
CDATAINSIGHTS — Turning your data into competitive advantage.
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