Summarize big data with pivot table and charts and slicers

Anova tables using Type II sums of squares for Linear mixed effects models of three yield response variables against experimental treatments. Explanatory variables listed are presence/absence factors.

The symmetric industry by industry input-output tables show inter-industry transactions, that is, all purchases of an industry from all other industries as well as expenditures on imports and the components of value added such as wages and gross operating surplus. Similarly, the symmetric final demand tables show all purchases by each final demand category from all industries as well as expenditures on imports. The symmetric input-output tables are analytically derived from the industry by product supply and use tables.

The size of the Bounding Table market was valued at USD XXX million in 2024 and is projected to reach USD XXX million by 2033, with an expected CAGR of XX% during the forecast period.

The global market for wooden coffee tables is a sizable industry that has recorded a market size of XXX million in 2025 and is projected to grow at a CAGR of XX% during the forecast period of 2025-2033. This market is primarily driven by the growing popularity of wooden furniture due to its durability, aesthetic appeal, and environmental friendliness. The demand for wooden coffee tables is further fueled by the increasing number of residential and commercial construction projects, as well as the rising trend of home décor and interior design. In terms of segmentation, the wooden coffee table market can be categorized based on application (home use, commercial, others), types (solid wood coffee table, reclaimed wood coffee table), and region (North America, South America, Europe, Middle East & Africa, Asia Pacific). Among these segments, the home use application is expected to hold the largest market share throughout the forecast period due to the increasing preference for stylish and functional furniture in residential settings. The solid wood coffee table type is also anticipated to dominate the market, driven by its durability, timeless appeal, and natural beauty. The Asia Pacific region is projected to witness the fastest growth in the wooden coffee table market, owing to the rising disposable income and growing urbanization in countries such as China and India.

Supplementary tables for the manuscript "Theme Enrichment Analysis: A Statistical Test for Identifying Significantly Enriched Themes in a List of Stories with an Application to the Star Trek Television Franchise".

Supplementary Information File 1 contains a table of Star Trek TOS/TAS/TNG television series episodes featuring the Klingon alien race. The criterion for inclusion is that the Klingons were deemed by the authors to have been featured throughout the episode in a way that is central to the story plot.

Supplementary Information File 2 contains tables of over-represented Literary Theme Ontology version 0.1.1 literary themes in Star Trek TOS/TAS/TNG television series storysets as identified by the hypergeometric test.

Supplementary Information File 3 contains tables of over-represented Literary Theme Ontology version 0.1.1 literary themes in Star Trek TOS/TAS/TNG television series storysets as identified by the TF-IDF statistic.

The global market for rectangle-shaped tables is experiencing robust growth, driven by increasing demand across diverse sectors. While the exact market size for 2025 is not provided, based on industry trends and the listed companies' presence in various segments (education, commercial, home use), a reasonable estimation for the 2025 market size would be $15 billion USD. This significant value reflects the ubiquitous nature of rectangular tables in various settings, from classrooms and offices to homes and restaurants. The Compound Annual Growth Rate (CAGR) for the forecast period (2025-2033) is crucial for understanding future growth potential. Assuming a conservative CAGR of 5%, the market is projected to reach approximately $23 billion by 2033. This growth is fueled by several key drivers including rising disposable incomes in developing economies leading to increased spending on home furnishings, the expansion of the commercial sector necessitating more office furniture, and the continuous growth of the education sector demanding functional classroom furniture. Furthermore, the increasing popularity of minimalist and modern interior design trends further contributes to the demand for clean-lined rectangular table designs. The market segmentation by material (metal, plastic, wood, other) and application (education, commercial, home use, other) highlights diverse opportunities within the rectangle-shaped table market. The wood segment is likely to maintain a dominant position owing to its aesthetic appeal and versatility. However, metal and plastic segments are expected to witness significant growth due to their durability and cost-effectiveness in commercial and educational settings. Geographical distribution reveals a strong presence across North America and Europe, with Asia-Pacific emerging as a high-growth region due to rapid urbanization and increasing disposable incomes. Competitive pressures among numerous established players such as Ebern Designs, Lorell, and KI Furniture, are likely to result in increased innovation and product diversification to meet varied customer needs.

Cross-table analysis between Social Determinants of Health and depression (N = 3738).

About this dataset

Context

The dataset tabulates the Table Rock population over the last 20 plus years. It lists the population for each year, along with the year on year change in population, as well as the change in percentage terms for each year. The dataset can be utilized to understand the population change of Table Rock across the last two decades. For example, using this dataset, we can identify if the population is declining or increasing. If there is a change, when the population peaked, or if it is still growing and has not reached its peak. We can also compare the trend with the overall trend of United States population over the same period of time.

Key observations

In 2023, the population of Table Rock was 234, a 0.43% decrease year-by-year from 2022. Previously, in 2022, Table Rock population was 235, a decline of 0.42% compared to a population of 236 in 2021. Over the last 20 plus years, between 2000 and 2023, population of Table Rock decreased by 29. In this period, the peak population was 272 in the year 2011. The numbers suggest that the population has already reached its peak and is showing a trend of decline. Source: U.S. Census Bureau Population Estimates Program (PEP).

Content

When available, the data consists of estimates from the U.S. Census Bureau Population Estimates Program (PEP).

Data Coverage:

• From 2000 to 2023

Variables / Data Columns

• Year: This column displays the data year (Measured annually and for years 2000 to 2023)
• Population: The population for the specific year for the Table Rock is shown in this column.
• Year on Year Change: This column displays the change in Table Rock population for each year compared to the previous year.
• Change in Percent: This column displays the year on year change as a percentage. Please note that the sum of all percentages may not equal one due to rounding of values.

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Recommended for further research

This dataset is a part of the main dataset for Table Rock Population by Year. You can refer the same here

The global Adjustable X-ray Tables market is poised for significant expansion, projected to reach an estimated market size of approximately $750 million by 2025, with a robust Compound Annual Growth Rate (CAGR) of around 6.5% anticipated through 2033. This growth is primarily fueled by the increasing demand for advanced diagnostic imaging solutions, driven by the rising global incidence of chronic diseases, an aging population, and a continuous surge in healthcare expenditure. The expanding need for precise patient positioning during X-ray procedures to ensure accurate diagnoses, coupled with technological advancements leading to more versatile and user-friendly adjustable tables, are key drivers. Furthermore, the growing adoption of fixed and mobile X-ray systems in diverse healthcare settings, from large hospitals to smaller clinics, is contributing to market traction. The market is also benefiting from government initiatives focused on improving healthcare infrastructure and promoting early disease detection. The market is segmented into hospital and clinic applications, with hospitals representing the larger share due to higher patient volumes and the availability of advanced imaging equipment. The "Others" segment, encompassing smaller diagnostic centers and specialized imaging facilities, is also expected to witness steady growth. In terms of types, both mobile and fixed adjustable X-ray tables are crucial, with mobile units gaining popularity for their flexibility in various imaging scenarios. Key restraints for the market include the high initial cost of sophisticated adjustable X-ray tables, the need for regular maintenance, and the limited availability of skilled technicians in certain regions. However, the continuous innovation in materials, design, and integrated features, alongside a growing emphasis on patient comfort and operator ergonomics, are expected to overcome these challenges and sustain the market's upward trajectory. Leading companies are actively investing in research and development to introduce innovative products and expand their global reach.

Analyzing Coffee Shop Sales: Excel Insights 📈

In my first Data Analytics Project, I Discover the secrets of a fictional coffee shop's success with my data-driven analysis. By Analyzing a 5-sheet Excel dataset, I've uncovered valuable sales trends, customer preferences, and insights that can guide future business decisions. 📊☕

DATA CLEANING 🧹

• REMOVED DUPLICATES OR IRRELEVANT ENTRIES: Thoroughly eliminated duplicate records and irrelevant data to refine the dataset for analysis.

• FIXED STRUCTURAL ERRORS: Rectified any inconsistencies or structural issues within the data to ensure uniformity and accuracy.

• CHECKED FOR DATA CONSISTENCY: Verified the integrity and coherence of the dataset by identifying and resolving any inconsistencies or discrepancies.

DATA MANIPULATION 🛠️

• UTILIZED LOOKUPS: Used Excel's lookup functions for efficient data retrieval and analysis.

• IMPLEMENTED INDEX MATCH: Leveraged the Index Match function to perform advanced data searches and matches.

• APPLIED SUMIFS FUNCTIONS: Utilized SumIFs to calculate totals based on specified criteria.

• CALCULATED PROFITS: Used relevant formulas and techniques to determine profit margins and insights from the data.

PIVOTING THE DATA 𝄜

• CREATED PIVOT TABLES: Utilized Excel's PivotTable feature to pivot the data for in-depth analysis.

• FILTERED DATA: Utilized pivot tables to filter and analyze specific subsets of data, enabling focused insights. Specially used in “PEAK HOURS” and “TOP 3 PRODUCTS” charts.

VISUALIZATION 📊

• KEY INSIGHTS: Unveiled the grand total sales revenue while also analyzing the average bill per person, offering comprehensive insights into the coffee shop's performance and customer spending habits.

• SALES TREND ANALYSIS: Used Line chart to compute total sales across various time intervals, revealing valuable insights into evolving sales trends.

• PEAK HOUR ANALYSIS: Leveraged Clustered Column chart to identify peak sales hours, shedding light on optimal operating times and potential staffing needs.

• TOP 3 PRODUCTS IDENTIFICATION: Utilized Clustered Bar chart to determine the top three coffee types, facilitating strategic decisions regarding inventory management and marketing focus.

*I also used a Timeline to visualize chronological data trends and identify key patterns over specific times.

While it's a significant milestone for me, I recognize that there's always room for growth and improvement. Your feedback and insights are invaluable to me as I continue to refine my skills and tackle future projects. I'm eager to hear your thoughts and suggestions on how I can make my next endeavor even more impactful and insightful.

THANKS TO: WsCube Tech Mo Chen Alex Freberg

TOOLS USED: Microsoft Excel

DataAnalytics #DataAnalyst #ExcelProject #DataVisualization #BusinessIntelligence #SalesAnalysis #DataAnalysis #DataDrivenDecisions

The global Surgical Tables market is poised for steady growth, projected to reach approximately $759 million in 2025, with an anticipated Compound Annual Growth Rate (CAGR) of 2.2% through 2033. This expansion is underpinned by increasing investments in advanced healthcare infrastructure, particularly in emerging economies, and the growing demand for specialized surgical procedures. The market is witnessing a significant shift towards technologically advanced tables that offer enhanced patient positioning, imaging integration, and ergonomic benefits for surgical teams. Key drivers include the rising prevalence of chronic diseases and age-related conditions necessitating complex surgeries, along with governmental initiatives to upgrade hospital facilities and improve healthcare access. The continuous innovation in surgical table design, focusing on modularity and adaptability for various surgical specialties, is also contributing to market momentum. The competitive landscape for surgical tables is characterized by a mix of established global players and regional manufacturers, all vying for market share through product innovation, strategic partnerships, and expanding distribution networks. The market segmentation reveals a strong demand across various applications, with hospitals being the primary consumers, followed by emergency centers and clinics. The 'General Surgery Tables' segment holds a substantial market share due to its broad applicability, while specialized segments like 'Imaging Tables' and 'Orthopedic Tables' are experiencing robust growth due to the increasing adoption of minimally invasive techniques and advanced imaging modalities. Geographically, North America and Europe currently dominate the market, driven by high healthcare expenditure and advanced medical technologies, but the Asia Pacific region is emerging as a significant growth engine due to rapid healthcare development and a burgeoning patient population.

The global square table market is experiencing robust growth, driven by increasing demand across diverse sectors. While precise market size figures for 2025 aren't provided, considering the listed companies and the extensive regional breakdown, a reasonable estimation places the 2025 market value at approximately $2.5 billion USD. This is based on the understanding that large manufacturers like KI Furniture, Lorell, and others contribute substantially to a sizable market, and the regional diversification suggests a broad global footprint. The market is segmented by material (metal, plastic, wood, other) and application (education, commercial, home use, other), indicating opportunities for specialized product development and targeted marketing strategies. Growth is fueled by factors such as the increasing adoption of flexible workspaces and the rising popularity of modern minimalist furniture designs. The market's Compound Annual Growth Rate (CAGR) over the forecast period (2025-2033) is estimated at 5.5%, projected to reach approximately $4 billion USD by 2033. This growth trajectory is underpinned by ongoing urbanization, expanding e-commerce sales channels, and the rising disposable incomes in developing economies. However, challenges remain. Fluctuations in raw material costs, particularly for wood and metal, can impact profitability. Furthermore, intense competition among numerous established players and emerging manufacturers necessitates continuous innovation and effective cost management to maintain a competitive edge. The market's future success hinges on companies' ability to adapt to shifting consumer preferences, incorporate sustainable manufacturing practices, and leverage technological advancements to improve efficiency and customer experience. The diverse regional breakdown, including significant presence in North America, Europe, and Asia-Pacific, provides ample scope for expansion and market penetration across various geographic locations. Successful players will need to tailor their product offerings and marketing strategies to address the specific needs and preferences of individual regions.

About this dataset

Context

The dataset tabulates the Table Grove population over the last 20 plus years. It lists the population for each year, along with the year on year change in population, as well as the change in percentage terms for each year. The dataset can be utilized to understand the population change of Table Grove across the last two decades. For example, using this dataset, we can identify if the population is declining or increasing. If there is a change, when the population peaked, or if it is still growing and has not reached its peak. We can also compare the trend with the overall trend of United States population over the same period of time.

Key observations

In 2023, the population of Table Grove was 335, a 2.05% decrease year-by-year from 2022. Previously, in 2022, Table Grove population was 342, a decline of 1.16% compared to a population of 346 in 2021. Over the last 20 plus years, between 2000 and 2023, population of Table Grove decreased by 54. In this period, the peak population was 418 in the year 2010. The numbers suggest that the population has already reached its peak and is showing a trend of decline. Source: U.S. Census Bureau Population Estimates Program (PEP).

Content

When available, the data consists of estimates from the U.S. Census Bureau Population Estimates Program (PEP).

Data Coverage:

• From 2000 to 2023

Variables / Data Columns

• Year: This column displays the data year (Measured annually and for years 2000 to 2023)
• Population: The population for the specific year for the Table Grove is shown in this column.
• Year on Year Change: This column displays the change in Table Grove population for each year compared to the previous year.
• Change in Percent: This column displays the year on year change as a percentage. Please note that the sum of all percentages may not equal one due to rounding of values.

Good to know

Margin of Error

Data in the dataset are based on the estimates and are subject to sampling variability and thus a margin of error. Neilsberg Research recommends using caution when presening these estimates in your research.

Custom data

If you do need custom data for any of your research project, report or presentation, you can contact our research staff at research@neilsberg.com for a feasibility of a custom tabulation on a fee-for-service basis.

Inspiration

Neilsberg Research Team curates, analyze and publishes demographics and economic data from a variety of public and proprietary sources, each of which often includes multiple surveys and programs. The large majority of Neilsberg Research aggregated datasets and insights is made available for free download at https://www.neilsberg.com/research/.

Recommended for further research

This dataset is a part of the main dataset for Table Grove Population by Year. You can refer the same here

Provide information including: file name, link, and update date.

Provide information including: file name, link, update date and other field information.

Table 3 Threshold Effect Analysis.docx

Snapshot img

Snooker Table Market Size 2024-2028

The snooker table market size is forecast to increase by USD 31.8 million at a CAGR of 2.8% between 2023 and 2028.

The market is experiencing significant growth due to the increasing popularity of indoor recreational sports. With more individuals seeking entertainment options at home, the demand for snooker tables has surged. Furthermore, the rise of e-commerce platforms has facilitated the online sales of snooker tables and related equipment, expanding market reach. However, the market faces challenges such as fluctuating raw material prices and transportation costs, which can impact manufacturers' profitability. To mitigate these challenges, companies are focusing on cost optimization strategies, including sourcing raw materials from reliable suppliers and implementing efficient logistics networks. Overall, the market is poised for growth, driven by consumer preferences for indoor recreation and the convenience of online sales.

What will be the Size of the Snooker Table Market During the Forecast Period?

Request Free SampleThe market encompasses the production and sale of cue sports equipment, primarily focusing on full-size and mini snooker tables, billiard boards, cue sticks, balls, and accessories. Quarried slate and worsted wool are common materials used in manufacturing high-quality snooker tables, while vulcanized rubber cushions ensure optimal ball bounce. The market caters to various sectors, including snooker clubs, leisure activities, educational institutions, and home recreation. Snooker and billiards, collectively known as cue sports, have gained significant popularity worldwide as a social and competitive pastime. The point system and muscle memory required for pocketing balls appeal to both casual players and seasoned professionals.E-commerce platforms and sports bars have made snooker tables accessible to a wider audience, while recreational centers, hotels, and grassroots programs provide training facilities for aspiring players. The market continues to grow, driven by increasing sports participation and the ongoing evolution of cue sports as a popular leisure activity.

How is this Snooker Table Industry segmented and which is the largest segment?

The snooker table industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments. ApplicationIndoor gamesSports eventsGeographyEuropeGermanyUKFranceNorth AmericaUSAPACChinaSouth AmericaMiddle East and Africa

By Application Insights

The indoor games segment is estimated to witness significant growth during the forecast period.

Snooker tables, a popular variant of billiards, are primarily used for indoor leisure activities. These tables are found in homes, educational institutions, snooker clubs, and recreational centers. Corporate offices also incorporate snooker tables as a recreational facility for employees. The standard indoor snooker table measures around 12 ft x 6 ft, with a playing surface of approximately 11 ft x 5 ft. companies provide smaller versions, measuring around 4 ft x 2 ft, for compact spaces. Indoor snooker tables consist of essential components, including pockets, a rail system, an apron system, a playing surface, a frame, base frame, and leg assembly.Snooker enthusiasts utilize cue sticks to hit the balls into pockets based on a point system. The game involves red balls and requires muscle memory and training facilities. Snooker tables are available in various sizes and structures, including convertible versions and outdoor weatherproof models. Online marketing and sales platforms offer easy access to these tables for home recreation and automotive applications. Sports specialists, sports participation programs, sports bars, recreational centers, hotels, and grassroots initiatives also utilize snooker tables. World Disability Snooker Championships and other snooker championships promote the game's popularity and inclusivity.

Get a glance at the Snooker Table Industry report of share of various segments Request Free Sample

The Indoor games segment was valued at USD 115.80 million in 2018 and showed a gradual increase during the forecast period.

Regional Analysis

Europe is estimated to contribute 39% to the growth of the global market during the forecast period.

Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

For more insights on the market share of various regions, Request Free Sample

Snooker, a popular cue sport, is widely played in Europe as a leisure activity. Countless snooker clubs and billiard parlors cater to enthusiasts in countries such as the UK, France, Germany, and Italy. Snooker tables, featuring quarry slate surfaces, worsted wool cloth, and vulcanized rubber

IntroductionIn recent years, high-density microelectrode arrays (HD-MEAs) have emerged as a valuable tool in preclinical research for characterizing the electrophysiology of human induced pluripotent stem-cell-derived cardiomyocytes (iPSC-CMs). HD-MEAs enable the capturing of both extracellular and intracellular signals on a large scale, while minimizing potential damage to the cell. However, despite technological advancements of HD-MEAs, there is a lack of effective data-analysis platforms that are capable of processing and analyzing the data, particularly in the context of cardiac arrhythmias and drug testing.MethodsTo address this need, we introduce CardioMEA, a comprehensive data-analysis platform designed specifically for HD-MEA data that have been obtained from iPSCCMs. CardioMEA features scalable data processing pipelines and an interactive web-based dashboard for advanced visualization and analysis. In addition to its core functionalities, CardioMEA incorporates modules designed to discern crucial electrophysiological features between diseased and healthy iPSC-CMs. Notably, CardioMEA has the unique capability to analyze both extracellular and intracellular signals, thereby facilitating customized analyses for specific research tasks.Results and discussionWe demonstrate the practical application of CardioMEA by analyzing electrophysiological signals from iPSC-CM cultures exposed to seven antiarrhythmic drugs. CardioMEA holds great potential as an intuitive, userfriendly platform for studying cardiac diseases and assessing drug effects.

The North America Pool Tables Market would witness market growth of 4.7% CAGR during the forecast period (2024-2031). The US market dominated the North America Pool Tables Market by Country in 2023, and would continue to be a dominant market till 2031; thereby, achieving a market value of $80,427.4