#HistoricalData

[trackmyhashtagsblog]

Get Historical Twitter Data in CSV & JSON format with the Twitter tool- TrackMyHashtag is an AI-based analytical tool that provides historical Twitter data. Visit: www.trackmyhashtag.com

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Predictive vs Prescriptive vs Descriptive Analytics Explained 

Business analytics leveraging data patterns for strategic moves comes in three key approaches – descriptive identifying “what has occurred", predictive forecasting “what could occur” and prescriptive recommending “what should occur” to optimize decisions. We decode the science behind each for aspiring analytics professionals.

Descriptive analytics convert volumes of historical data into insightful summaries around metrics revealing business health, customer trends, operational efficiencies etc. using direct analysis, aggregation and mining techniques producing current reports. 

Predictive analytics forecast unknown future probabilities applying statistical, econometric and machine learning models over existing data to minimize uncertainties and capture emerging behaviors early for mitigation actions. Risk models simulate scenarios balancing upside/downside tradeoffs. 

Prescriptive analytics take guidance one step further by dynamically recommending best decision options factoring in key performance indicators for business objective improvements after predicting multiple futures using bell curve simulations. Optimization algorithms deliver preferred actions.

While foundational data comprehension and wrangling abilities fuel all models – pursuing analytics specializations focused on statistical, computational or operational excellence boosts career-readiness filling different priorities global employers seek!

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.

[meta-merchant]

History's Pulse: Tracking Market Movements During Global Conflicts.

A look into the economic heartbeat through times of turmoil.

[kids-worldfun]

Guidelines For Teachers And Administration On Data-Driven Decision-Making In Education Data-driven decisions in education can drastically improve instructor response to students and guarantee that the material being taught is pertinent.

[jasonrgermanyps]

Market’s Wild Ride: 16% Drops & Still Winning (1928-2024)

Uncover historical market trends! From 1928-2024, *we* analyze average intra-year drops (16.4%) and reveal how the market still finished positively 75% of the time. Data-driven insights for smart investing! #MarketAnalysis #DataDrivenInvesting #StockMarketTrends #InvestingTips #FinancialAnalysis #HistoricalData #InvestmentStrategy #StockMarket #Finance #Investing from Simply Money…

[iwebdatascraping0]

🧠 How Can You Scrape #MyTeam11 #PlayerStats for Better #FantasyPicks?

In the competitive arena of #FantasySports, success hinges on access to accurate, #RealTimeData. One of the most effective ways to gain a strategic edge is by scraping #MyTeam11PlayerStats using advanced #WebScraping techniques.

With comprehensive data on #PlayerPerformance, #RecentForm, #InjuryUpdates, #MatchConditions, and #HeadToHeadStatistics, fantasy platforms and analysts can make better-informed decisions. Whether you're building a #FantasyApp, enhancing your #UserExperience, or analyzing #PerformanceTrends, real-time data collection from MyTeam11 helps you make smarter picks.

This powerful approach enables:

✅ #RealTime performance tracking ✅ Automated #RosterOptimization ✅ User engagement through #PredictiveInsights ✅ Better match strategy through #HistoricalData

By integrating structured, real-time data from sources like MyTeam11, businesses can transform their approach to #SportsAnalytics, elevate platform performance, and drive growth in the booming #FantasySportsIndustry.

[locationscloud]

Historical Data: A Strategic Tool To Be Futuristic

In the digital age, historical data stands as a beacon guiding us towards a future shaped by informed decisions. This treasure trove of information isn't just a record of the past; it's a strategic tool that empowers us to be futuristic. By analyzing patterns, trends, and outcomes from the past, we gain valuable insights into what worked and what didn't. But it’s not just about looking back; historical data acts as the foundation upon which we can build smarter strategies for tomorrow.

Unlocking Insights Through Location-Based Data: One of the fascinating facets of historical data lies in its ability to be location-specific. Understanding how events, trends, and behaviors unfold in specific locations is invaluable. Whether it's for businesses aiming to target their audience effectively or urban planners striving to create smarter cities, location-based historical data is a goldmine. It allows us to unravel unique local patterns, enabling businesses and communities to tailor their approaches, making them not just futuristic, but also hyper-localized and highly effective.

Shaping Future Narratives: Historical data isn’t just a tool; it’s the storyteller of our past, present, and future. By delving into the nuances of location-based historical data, we can craft narratives that resonate with specific communities. It helps us predict market demands, societal shifts, and environmental changes. Armed with this knowledge, we can proactively shape policies, products, and services, ensuring that our future is not just progressive but also sustainable and inclusive. In the grand tapestry of time, historical data is the thread that stitches our past, present, and future together, allowing us to weave a story of continuous growth and innovation. #HistoricalData #LocationBasedData #FutureStrategies #InformedDecisions

[aicollider]

Explaining Bayesian Statistics using Queen

Return exactly the same text but decorate important words and names with markdown. Be creative. Use bold, italic and insert relevant links: Bayesian statistics, like Queen, is regal and authoritative in its approach to analyzing data. Just like how Queen Elizabeth II rules with grace and wisdom, Bayesian statistics provides a powerful framework for making inferences and predictions by combining…

[cyclingshop]

🚲 Cycling archives hold a wealth of historical data that tells the story of cycling's evolution. From the early days of the penny-farthing to the modern-day Tour de France, these archives provide a fascinating insight into the sport's development. 📚 These archives contain a range of materials, including photographs, newspaper clippings, race programs, and even bicycles themselves. They offer a unique glimpse into the lives of cyclists, the races they competed in, and the technology that has shaped the sport. 🔍 Cycling archives are an invaluable resource for historians, researchers, and cycling enthusiasts alike. They provide a window into the past and help us to understand the evolution of cycling as a sport and cultural phenomenon.1. The Importance of Cycling Archives in Preserving Historical DataCycling archives are essential in preserving the history of cycling. They serve as a record of the sport's evolution, from the early days to the present. Archives provide a wealth of information, including race results, photographs, and newspaper articles. They allow researchers to study the sport's development and the impact of technological advancements. Archives also help to document the careers of famous cyclists, such as Eddy Merckx and Lance Armstrong. Without archives, this information could be lost forever, and the sport's history would be incomplete. Archives also play a crucial role in preserving the cultural significance of cycling. They document the role of cycling in society, including its impact on transportation, health, and the environment. By preserving this information, archives help to ensure that future generations can learn from the past and appreciate the sport's rich history. 🚴‍♀️📚📷🏆🌍2. The Evolution of Cycling Archives: From Paper to DigitalThe cycling archives have come a long way from dusty paper files to digital records accessible with a click. 📜📱 🚴‍♂️📈 📊📚 The digitization of cycling archives has made it easier to preserve and access historical data. 👨‍💻📝 🔍📖 🗂️👀 With digital archives, researchers and cycling enthusiasts can easily search and analyze data. 🔎📊 👨‍🔬📈 📚👓 Moreover, digital archives allow for the creation of interactive exhibits and online displays. 🌐🖥️ 🎨🖼️ 📹🎥 The evolution of cycling archives from paper to digital has revolutionized the way we access and study cycling history. 🚴‍♂️📚📈 🌐👨‍💻🔍 📊📖🖥️ 3. The Significance of Cycling Archives in Research and AnalysisCycling archives are essential for researchers and analysts to understand the evolution of cycling as a sport and its impact on society. 🚴‍♂️ Archives provide a comprehensive record of cycling history, including race results, team rosters, and equipment. 📚 Researchers use archives to analyze trends, identify patterns, and draw conclusions about the sport. 🌍 Archives also shed light on the cultural and social significance of cycling, such as its role in promoting environmentalism and healthy lifestyles. Archives can also help researchers understand the impact of cycling on specific communities and regions. 🏭 For example, archives can reveal how cycling was used as a form of transportation during the industrial revolution. 🌳 Archives can also show how cycling has been used to promote tourism in rural areas. 🚴‍♀️ Additionally, archives can help researchers understand the role of cycling in promoting gender equality and social justice. Overall, cycling archives provide a wealth of information for researchers and analysts to better understand the sport's history and impact. 📊 By analyzing archives, researchers can identify trends and patterns that can inform future research and policy decisions. 📖 Additionally, archives can be used to create educational materials and exhibits to share the history and impact of cycling with the public. 🌟 In short, cycling archives are a valuable resource for anyone interested in the sport's history and impact on society. 4. The Role of Cycling Archives in Shaping the Future of CyclingThe cycling archives play a crucial role in shaping the future of cycling. They provide a wealth of information about the history of cycling, which can be used to inform and inspire current and future cyclists. Archives help to preserve the heritage of cycling, ensuring that future generations can learn from the past. They provide a valuable resource for researchers, historians, and journalists, who can use the information to write about the sport. Archives can also be used to promote cycling, by showcasing the achievements of past cyclists and highlighting the benefits of the sport. By studying the archives, cyclists can gain a deeper understanding of the sport and its evolution over time. They can learn from the successes and failures of past cyclists, and use this knowledge to improve their own performance. Archives can also inspire new ideas and innovations in cycling, by highlighting the creativity and ingenuity of past cyclists. They can help to promote diversity and inclusivity in the sport, by showcasing the contributions of cyclists from different backgrounds and cultures. Archives can also be used to promote sustainability in cycling, by highlighting the environmental benefits of the sport and encouraging more people to cycle. In conclusion, cycling archives are an invaluable resource for anyone interested in the sport. They provide a wealth of information and inspiration, which can be used to shape the future of cycling. 🚴‍♀️🚴‍♂️5. The Challenges of Maintaining Cycling Archives and Ensuring AccessibilityMaintaining cycling archives is a challenging task, especially when it comes to ensuring accessibility. 🚴‍♀️ One of the biggest challenges is digitizing the archives, which requires significant resources and expertise. 🖥️ Another challenge is organizing the archives in a way that is easy to navigate and search. 🗂️ Preserving the physical archives is also a challenge, as they are susceptible to damage over time. 📜 Ensuring accessibility is crucial, as cycling history should be available to all. This requires making the archives available online and in physical locations. 🌐 Collaboration between cycling organizations and archives can help ensure the preservation and accessibility of cycling history. 🤝 Overall, maintaining cycling archives and ensuring accessibility is a complex and ongoing process that requires dedication and resources. 🚴‍♂️6. The Impact of Cycling Archives on the Cycling Community and BeyondThe Cycling Archives have a significant impact on the cycling community and beyond. Here are some ways: Preserve cycling history for future generations 🚴‍♀️ Provide access to historical race results and records 🏆 Help researchers and journalists with cycling-related projects 📚 Inspire new generations of cyclists with stories of past legends 🌟 Contribute to the development of cycling culture and knowledge 🌍 Thanks to the Cycling Archives, we can learn about the evolution of cycling and its impact on society. For example: How cycling became a popular sport and means of transportation in the 19th century 🚲 How cycling played a role in women's emancipation and mobility 🚺 How cycling has been used as a political tool in protests and demonstrations 🗳️ How cycling has evolved to become a multimillion-dollar industry 💰 The Cycling Archives are not only valuable for cycling enthusiasts but also for the wider public. They can: Provide insights into the history of technology, fashion, and design 🕰️👕🎨 Offer a glimpse into the social and cultural changes of different eras 🌅🌆🌇 Highlight the achievements of individuals and teams from diverse backgrounds and nationalities 🌎👥 Encourage people to explore new places and cultures through cycling tourism 🌍🚴‍♂️ Finally, the Cycling Archives can also contribute to the sustainability and well-being of our planet. By promoting cycling as a healthy and eco-friendly activity, they can: Encourage people to reduce their carbon footprint and use alternative modes of transportation 🌿🌍 Promote physical activity and mental health through cycling 🧘‍♀️💪 Support the development of cycling infrastructure and policies that prioritize cyclists' safety and rights 🚦🛣️ Raise awareness about the importance of preserving natural and cultural heritage sites 🏞️🏛️ In conclusion, cycling archives are a valuable resource for historians and enthusiasts alike. They provide a glimpse into the rich history of cycling, from the early days of the sport to the present day. With the help of these archives, we can learn about the evolution of cycling equipment, the development of cycling routes, and the stories of legendary cyclists. Whether you're a seasoned cyclist or just starting out, exploring cycling archives can be a fascinating and rewarding experience. So why not take a trip down memory lane and discover the hidden gems of cycling history? 🚴‍♀️🚴‍♂️📚 https://cyclingshop.uk/cycling-archives-a-treasure-trove-of-historical-data/?_unique_id=6466a81d9b795

[creolestudios]

Tips To Improve Your Software Development Estimation Process

Software development estimation is a critical aspect of any software development project, as it helps in setting realistic project expectations and deadlines. However, accurate software development estimation remains a challenge for many development teams, as estimating software development timelines and costs can be complex and prone to errors.

Software development estimation is the process of predicting the amount of effort, time, and resources required to complete a software development project. Estimation is a crucial aspect of project management, as it helps teams plan and allocate resources, set realistic timelines, and manage stakeholder expectations.

However, improving your software development estimation process can help you create better plans and prevent cost overruns and missed deadlines. In this blog post, we will discuss about how to improve your software development estimation process.

- Define project requirements clearly:

The first step in the estimation process is to define project requirements clearly. This involves working with the stakeholders to understand their needs and documenting the project's objectives, scope, and deliverables. Clear requirements help the development team understand what is expected of them and create accurate estimates.

- Break down the project into smaller tasks:

Breaking down the project into smaller, manageable tasks helps to create more accurate estimates. This is because smaller tasks are easier to estimate and provide more visibility into the project's progress. By breaking down the project into smaller tasks, you can also identify any potential roadblocks early on and address them before they become larger issues.

- Use historical data:

Using historical data from previous projects can help to create more accurate estimates. Historical data provides insight into how long similar tasks took in the past and can help identify areas where the team can improve. By analyzing historical data, you can create more accurate estimates that account for factors such as team performance and productivity.

- Involve the development team in the estimation process:

The development team is responsible for executing the project, and their input is critical to creating accurate estimates. By involving the team in the estimation process, you can tap into their expertise and experience to create more accurate estimates. The team's input can help to identify potential roadblocks and provide insight into the level of effort required to complete each task.

- Account for uncertainty:

Software development is an inherently uncertain process, and estimating it is not an exact science. Therefore, it's essential to account for uncertainty when creating estimates. By adding a contingency buffer to the estimate, you can account for unexpected events and changes that may impact the project's timeline and budget.

- Review and refine the estimates regularly:

Estimates are not set in stone, and they should be reviewed and refined regularly. This helps to ensure that the estimates are still accurate and account for any changes in the project's scope or requirements. Regularly reviewing the estimates also helps to identify areas where the team can improve and adjust the estimates accordingly.

Software development estimation is important for several reasons:

(1) Planning: Accurate estimation helps teams plan the project, allocate resources, and set realistic timelines. This ensures that the project is completed within budget and on time.

(2) Resource allocation: Estimation helps teams determine the resources required for the project, including the number of developers, equipment, and tools needed. This helps to optimize resource utilization and avoid over or under-allocation of resources.

(3) Budgeting: Estimation helps teams create a budget for the project, including the cost of resources, salaries, and other expenses. This ensures that the project is completed within the allocated budget.

(4) Managing stakeholder expectations: Estimation helps teams manage stakeholder expectations by providing a realistic timeline for completion of the project. This ensures that stakeholders are aware of the project's progress and can adjust their expectations accordingly.

(5) Risk management: Estimation helps teams identify potential risks and uncertainties in the project. This helps teams to proactively manage and mitigate these risks, reducing the likelihood of project failure or delays.

Conclusion:

improving your software development estimation process can help you create more accurate estimates, prevent cost overruns and missed deadlines, and ultimately deliver successful projects.

contact us today to improving your software development estimation process to achieve better project outcomes.

[trackmyhashtagsblog]

Creating a strong social media presence requires using the right hashtags, yet knowing the right ones can be tricky. To help, we've compiled a list of the 11 best hashtag analytics tools. These tools provide deep insights into hashtags and their uses, empowering you to launch successful social media campaigns. Learn how to use hashtags effectively and conduct thorough research.

[hirinfotech]

Social Media Monitoring

Looking for Social Media #Data #Extraction Service?

Now you can easily monitor the reaction and feeling of your audience about your brand. With our Social Media Monitoring services, you can do sentiment analysis, advanced social media monitoring, and reporting from #Facebook, #Twitter, #Instagram, #LinkedIn and more.

Social media monitoring helps in business research and competitor analysis and can help you provide a solution to your prospects' concerns in real-time, thus turning them into consumers, and eventually brand loyalists. We provide business-changing insights with our specialized social media monitoring to extract customer engagement to help clients make smarter decisions in real-time.

You want to manage your brand reputation and brand perception, or wish to generate stronger relationships with your customers and prospects on the social media channels, our social media monitoring services provide you with the exact support you need.

Visit: https://hirinfotech.com/social-media-research/

[nihilist28]

Search for historical news data with our API and get your desired news data.

·         From 88 countries.

·         Search with keywords and phrases.

·         Search for news data from specific publisher.

·         Search for news data from in 22 different languages.

·         Search according to your desired timeline.

[newsdata]

📣Get Historical news data for your projects with NewsData.io 🧿Get the API Key newsdata.io/register #HistoricalData #HistoricalNewsData #NewsAPI #API