Context Microstrip Antennas are low-profile antennas applied in high-performance aircraft, spacecraft, satellite and missile applications, where size, weight, performance, ease of installation and…

Context This is a forked subset of the Uber Pickups in New York City, enriched with weather, borough, and holidays information. Content I created this dataset for a personal project of exploring and…

The data comprises the brand, type and model. For each car we have information about the cubic capacity (in cm3), the maximal power of engine (in kW), the maximal torque (in Nm), the number of seats,…

Dataset used in the tabular data benchmark https://github.com/LeoGrin/tabular-benchmark, transformed in the same way. This dataset belongs to the "classification on categorical and numerical features"…

This dataset consists of beer reviews from Beeradvocate. The data span a period of more than 10 years, including all ~1.5 million reviews up to November 2011. Each review includes ratings in terms of…

This dataset consists of beer reviews from Beeradvocate. The data span a period of more than 10 years, including all ~1.5 million reviews up to November 2011. Each review includes ratings in terms of…

This dataset consists of beer reviews from Beeradvocate. The data span a period of more than 10 years, including all ~1.5 million reviews up to November 2011. Each review includes ratings in terms of…

Annual salary information including gross pay and overtime pay for all active, permanent employees of Montgomery County, MD paid in calendar year 2016. This information will be published annually each…

This dataset consists of beer reviews from Beeradvocate. The data span a period of more than 10 years, including all ~1.5 million reviews up to November 2011. Each review includes ratings in terms of…

Forest Fires Data Set This is a difficult regression task, where the aim is to predict the burned area of forest fires, in the northeast region of Portugal, by using meteorological and other data.…

Conventional and Social Media Movies (CSM) - Dataset 2014 and 2015 Data Set 12 features categorized as conventional and social media features. Both conventional features, collected from movies…

This dataset contains 10962 houses to rent with 13 diferent features. Some values in the dataset can be considered as outliers for further analyses. Bear in mind that the Web Crawler was used only to…

We scraped a large number of eBay auctions of a popular product. After preprocessing the auction data, we build the SB dataset. The goal is to share the labelled SB dataset with the researchers.

This hourly data set contains the PM2.5 data of US Embassy in Beijing. Meanwhile, meteorological data from Beijing Capital International Airport are also included.

ThedatahasbeenreleasedbySDSNandextractedbyPromptCloudscustomwebcrawlingsolutionContextTheWorldHappinessReportisalandmarksurveyofthestateofglobalhappinessthatranks156countriesbyhowhappytheircitizensperceivethemselvestobeThisyearsWorldHappinessReportfocusesonhappinessandthecommunityhowhappinesshasevolvedoverthepastdozenyearswithafocusonthetechnologiessocialnormsconflictsandgovernmentpoliciesthathavedriventhosechangesContentWhatisDystopiaDystopiaisanimaginarycountrythathastheworldsleasthappypeopleThepurposeinestablishingDystopiaistohaveabenchmarkagainstwhichallcountriescanbefavorablycomparednocountryperformsmorepoorlythanDystopiaintermsofeachofthesixkeyvariablesthusallowingeachsubbartobeofpositiveorzeroinsixinstanceswidthThelowestscoresobservedforthesixkeyvariablesthereforecharacterizeDystopiaSincelifewouldbeveryunpleasantinacountrywiththeworldslowestincomeslowestlifeexpectancylowestgenerositymostcorruptionleastfreedomandleastsocialsupportitisreferredtoasDystopiaincontrasttoUtopiaWhataretheresidualsTheresidualsorunexplainedcomponentsdifferforeachcountryreflectingtheextenttowhichthesixvariableseitheroverorunderexplainaverage20162018lifeevaluationsTheseresidualshaveanaveragevalueofapproximatelyzerooverthewholesetofcountriesFigure27showstheaverageresidualforeachcountryiftheequationinTable21isappliedtoaverage20162018dataforthesixvariablesinthatcountryWecombinetheseresidualswiththeestimateforlifeevaluationsinDystopiasothatthecombinedbarwillalwayshavepositivevaluesAscanbeseeninFigure27althoughsomelifeevaluationresidualsarequitelargeoccasionallyexceedingonepointonthescalefrom0to10theyarealwaysmuchsmallerthanthecalculatedvalueinDystopiawheretheaveragelifeisratedat188onthe0to10scaleTable7oftheonlineStatisticalAppendix1forChapter2putstheDystopiaplusresidualblockattheleftsideandalsodrawstheDystopialinemakingiteasytocomparethesignsandsizesoftheresidualsindifferentcountriesWhydoweusethesesixfactorstoexplainlifeevaluationsThevariablesusedreflectwhathasbeenbroadlyfoundintheresearchliteraturetobeimportantinexplainingnationalleveldifferencesinlifeevaluationsSomeimportantvariablessuchasunemploymentorinequalitydonotappearbecausecomparableinternationaldataarenotyetavailableforthefullsampleofcountriesThevariablesareintendedtoillustrateimportantlinesofcorrelationratherthantoreflectcleancausalestimatessincesomeofthedataaredrawnfromthesamesurveysourcessomearecorrelatedwitheachotherorwithotherimportantfactorsforwhichwedonothavemeasuresandinseveralinstancestherearelikelytobetwowayrelationsbetweenlifeevaluationsandthechosenvariablesforexamplehealthypeopleareoverallhappierbutasChapter4intheWorldHappinessReport2013demonstratedhappierpeopleareoverallhealthierInStatisticalAppendix1ofWorldHappinessReport2018weassessedthepossibleimportanceofusingexplanatorydatafromthesamepeoplewhoselifeevaluationsarebeingexplainedWedidthisbyrandomlydividingthesamplesintotwogroupsandusingtheaveragevaluesforegfreedomgleanedfromonegrouptoexplainthelifeevaluationsoftheothergroupThisloweredtheeffectsbutonlyveryslightlyeg2to3assuringusthatusingdatafromthesameindividualsisnotseriouslyaffectingtheresultsDatasourcehttpworldhappinessreported2019MoresuchdatasetscanbedownloadedfromDataStock…

Context The consumer credit department of a bank wants to automate the decisionmaking process for approval of home equity lines of credit. To do this, they will follow the recommendations of the Equal…

ContextTheconsumercreditdepartmentofabankwantstoautomatethedecisionmakingprocessforapprovalofhomeequitylinesofcreditTodothistheywillfollowtherecommendationsoftheEqualCreditOpportunityActtocreateanempiricallyderivedandstatisticallysoundcreditscoringmodelThemodelwillbebasedondatacollectedfromrecentapplicantsgrantedcreditthroughthecurrentprocessofloanunderwritingThemodelwillbebuiltfrompredictivemodelingtoolsbutthecreatedmodelmustbesufficientlyinterpretabletoprovideareasonforanyadverseactionsrejectionsContentTheHomeEquitydatasetHMEQcontainsbaselineandloanperformanceinformationfor5960recenthomeequityloansThetargetBADisabinaryvariableindicatingwhetheranapplicanteventuallydefaultedorwasseriouslydelinquentThisadverseoutcomeoccurredin1189cases20Foreachapplicant12inputvariableswererecordedAcknowledgementsInspirationWhatifyoucanpredictclientswhodefaultontheirloans…

The Story This data set was part of my online course material for Data Analysis using Python over at Udemy. The Contents The dataset is very useful for beginners and novice number crunchers looking to…

Context METAR is a format for reporting weather information. A METAR weather report is predominantly used by pilots in fulfillment of a part of a pre-flight weather briefing, and by meteorologists,…

Context Some camera enthusiast went and described 1,000 cameras based on 13 properties! Content Row one describes the datatype for each column and can probably be removed. The 13 properties of each…

Dataset used in the tabular data benchmark https://github.com/LeoGrin/tabular-benchmark, transformed in the same way. This dataset belongs to the "classification on categorical and numerical features"…

tbd

The Computer Activity databases are a collection of computer systems activity measures. The data was collected from a Sun Sparcstation 20/712 with 128 Mbytes of memory running in a multi-user…

Binarized version of the original data set (see version 1). It converts the numeric target feature to a two-class nominal target feature by computing the mean and classifying all instances with a…

No data.

#modelage

Bike sharing systems are new generation of traditional bike rentals where whole process from membership, rental and return back has become automatic. Through these systems, user is able to easily rent…

Bike sharing systems are new generation of traditional bike rentals where whole process from membership, rental and return back has become automatic. Through these systems, user is able to easily rent…

Pokemons are something which fascinated me every single time. Who would believe that a 6 year old kid used to be late to school almost everyday because of watching those extra minutes of the Pokemon…

Context This dataset is a playground for fundamental and technical analysis. This can serve as basic tutorial for time-series data analysis. Content Dataset consists of following files:…

Content This is a 10692 rows x 13 columns dataset that contains the different features of a property and its rent Acknowledgements This is a synthetic Indian dataset of the original dataset that has…

Context This Data set contains various information about a set of cars that were manufactured with set of factory parameters like cylinder size, number of cylinders, fuel consumption, Carbon dioxide…

Data Set Information: A dataset of manually-curated BCF for 779 chemicals was used to determine the mechanisms of bioconcentration, i.e. to predict whether a chemical: (1) is mainly stored within…

Context After the release of Pokmon Sword and Shield on the November 15, 2019, 81 new Pokemons were released alongside 13 regional variants of preexisting Pokmon. Content Like dataset from previous…

Context This case is about a bank (Thera Bank) whose management wants to explore ways of converting its liability customers to personal loan customers (while retaining them as depositors). A campaign…

Subsampling of the dataset rl (44160) with seed=0 args.nrows=2000 args.ncols=100 args.nclasses=10 args.no_stratify=True Generated with the following source code: ```python def subsample( self, seed:…

Subsampling of the dataset rl (44160) with seed=2 args.nrows=2000 args.ncols=100 args.nclasses=10 args.no_stratify=True Generated with the following source code: ```python def subsample( self, seed:…

Subsampling of the dataset rl (44160) with seed=3 args.nrows=2000 args.ncols=100 args.nclasses=10 args.no_stratify=True Generated with the following source code: ```python def subsample( self, seed:…

Subsampling of the dataset rl (44160) with seed=4 args.nrows=2000 args.ncols=100 args.nclasses=10 args.no_stratify=True Generated with the following source code: ```python def subsample( self, seed:…

Subsampling of the dataset rl (44160) with seed=1 args.nrows=2000 args.ncols=100 args.nclasses=10 args.no_stratify=True Generated with the following source code: ```python def subsample( self, seed:…

daily bike dataset

daily bike dataset

Relevant Information: -- The database contains 3 potential classes, one for the number of times a certain type of solar flare occured in a 24 hour period. -- Each instance represents captured features…

Relevant Information: -- The database contains 3 potential classes, one for the number of times a certain type of solar flare occured in a 24 hour period. -- Each instance represents captured features…

No data.

No data.

No data.

The local stability analysis of the 4-node star system (electricity producer is in the center) implementing Decentral Smart Grid Control concept was performed. This dataset contains simulations…

The aim of this dataset is to predict the burned area of forest fires, in the northeast region of Portugal, by using meteorological and other data. The output 'area' was first transformed with a…

130k wine reviews with variety, location, winery, price, and description. Downloaded from Kaggle [https://www.kaggle.com/zynicide/wine-reviews/home] on 29.10.2018. The original data was scraped from…

Description: The "heart_failure_clinical_records.csv" dataset comprises clinical records of patients with heart failure, detailing various medical attributes that may contribute to heart failure…

Description: This dataset, named "heart_failure_clinical_records.csv", consists of clinical records of patients with heart failure. It includes various attributes such as age, anaemia, creatinine…

Data on the homicide rate in Detroit for the years 1961-1973. This is the data set called DETROIT in the book 'Subset selection in regression' by Alan J. Miller published in the Chapman & Hall series…

The Boston house-price data of Harrison, D. and Rubinfeld, D.L. 'Hedonic prices and the demand for clean air', J. Environ. Economics & Management, vol.5, 81-102, 1978. Used in Belsley, Kuh & Welsch,…

Determinants of Plasma Retinol and Beta-Carotene Levels Summary: Observational studies have suggested that low dietary intake or low plasma concentrations of retinol, beta-carotene, or other…

Publication Request: >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> This file describes the contents of the heart-disease directory. This directory contains 4 databases…

Binarized version of the original data set (see version 1). It converts the numeric target feature to a two-class nominal target feature by computing the mean and classifying all instances with a…

Binarized version of the original data set (see version 1). The multi-class target feature is converted to a two-class nominal target feature by re-labeling the majority class as positive ('P') and…

Binarized version of the original data set (see version 1). The multi-class target feature is converted to a two-class nominal target feature by re-labeling the majority class as positive ('P') and…

Binarized version of the original data set (see version 1). It converts the numeric target feature to a two-class nominal target feature by computing the mean and classifying all instances with a…

Datasets of Data And Story Library, project illustrating use of basic statistic methods, converted to arff format by Hakan Kjellerstrand. Source: TunedIT: http://tunedit.org/repo/DASL DASL file…

Publication Request: >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> This file describes the contents of the heart-disease directory. This directory contains 4 databases…

Publication Request: >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> This file describes the contents of the heart-disease directory. This directory contains 4 databases…

This database contains 13 attributes (which have been extracted from a larger set of 75) Attribute Information: ------------------------ -- 1. age -- 2. sex -- 3. chest pain type (4 values) -- 4.…

* Donor: David W. Aha (aha '@' ics.uci.edu) (714) 856-8779 * Data Set Information: This database contains 76 attributes, but all published experiments refer to using a subset of 14 of them. In…

* Dataset: This is a reprocessed version of heart-h (hungarian), the heart disease reprocessed hungarian dataset from UCI.

libSVM","AAD group #Dataset from the LIBSVM data repository. Preprocessing: scaled to [-1,1]

!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! Cholesterol treated as the class attribute. As used by Kilpatrick, D. & Cameron-Jones, M. (1998). Numeric prediction using…

Donor: David W. Aha (aha@ics.uci.edu) This database contains 76 attributes, but all published experiments refer to using a subset of 14 of them. In particular, the Cleveland database is the only one…

Data from StatLib (ftp stat.cmu.edu/datasets) This is the data set called `DETROIT' in the book `Subset selection in regression' by Alan J. Miller published in the Chapman & Hall series of monographs…

Binarized version of the original data set (see version 1). The multi-class target feature is converted to a two-class nominal target feature by re-labeling the majority class as positive ('P') and…

Of all the universities in the world, which are the best? Ranking universities is a difficult, political, and controversial practice. There are hundreds of different national and international…

Content As of 2020, 6.7 million people reside in Victoria, Australia's second most populated state. Most of them, 5 million, live or work in Melbourne, state's capital. During 2020 Australia was among…

Context The data set contains laboratory values of blood donors and Hepatitis C patients and demographic values like age. The data was obtained from UCI Machine Learning Repository:…

Context UFC 257: Poirier vs. McGregor 2 was a mixed martial arts event produced by the Ultimate Fighting Championship that took place on January 24, 2021 at the Etihad Arena on Yas Island, Abu Dhabi,…

Context TFT TFT is an 8-player free-for-all drafting tactics game in which the player recruits powerful champions, deploys them, and battles to become the last player standing. When acquired, a…

User profile data for San Francisco OkCupid users published in [Kim, A. Y., & Escobedo-Land, A. (2015). OKCupid data for introductory statistics and data science courses. Journal of Statistics…

Conventional and Social Media Movies (CSM) - Dataset 2014 and 2015 Data Set 12 features categorized as conventional and social media features. Both conventional features, collected from movies…

No data.

Context This database contains 76 attributes, but all published experiments refer to using a subset of 14 of them. In particular, the Cleveland database is the only one that has been used by ML…

The pandemic context brings new challenges to cities. This fantastic resource was created by Google with aggregated, anonymized sets of data from users who have turned on the Location History setting…

Context The Social Dilemma, a documentary-drama hybrid explores the dangerous human impact of social networking, with tech experts sounding the alarm on their own creations as the tech experts sound…

Context Winter Storm Uri in February 2021 caused havoc across the United States and specifically to Texas involving mass power outages, water and food shortages, and dangerous weather conditions. This…

Context Thinking of Natural Language Processing as a beginner!! The dataset has been about the wine comments or reviews that has been given by various wine tasters. The concept was to use text…

Historical data on avocado prices and sales volume in multiple US markets. For this version Date column is dropped and month and day information in kept.

This database contains 76 attributes, but all published experiments refer to using a subset of 14 of them. The goal field refers to the presence of heart disease in the patient. It is integer valued…

The analysis is performed for different sets of input values using the methodology similar to that described in [Schafer, Benjamin, et al. 'Taming instabilities in power grid networks by decentralized…

Context Data set containing results from 2019 Ironman World Championship in Kona, Hawaii to help answer the question of which countries produce the fastest overall finish times, as well as fastest…

Citation Request: This dataset is public available for research. The details are described in [Cortez et al., 2009]. Please include this citation if you plan to use this database: P. Cortez, A.…

These data are the results of a chemical analysis of wines grown in the same region in Italy but derived from three different cultivars. The analysis determined the quantities of 13 constituents found…

Source: UCI Machine Learning Repository Content A dataset of manually-curated BCF for 779 chemicals was used to determine the mechanisms of bioconcentration, i.e. to predict whether a chemical: (1) is…

The SATO data set used is real life data collected from a major wireless telecom operator in South Asia.

No data.

Context Imbalanced classes put accuracy out of business. This is a surprisingly common problem in machine learning (specifically in classification), occurring in datasets with a disproportionate ratio…

Context Cricket based datasets are not readily available for analysis on most of the portals. Hence, an effort to provide test match data for 2200+ tests after cleaning it for very special cases.…

Context this dataset is containing information about HDFC bank equity share information. Content The dataset containing a total of 7 columns Date 5151 non-null datetime64[ns] Open 5082 non-null…

Context I wanted a highly imbalanced dataset to share with others. It has the perfect one for us. Imbalanced data typically refers to a classification problem where the number of observations per…

Dataset Description Story View the ReadMe file in my Github repo for this project. Check out all the info on my portfolio's webpage for this project. As I write this, I'm a Data Science student. To…

Data are collected from Kickstarter Platform You'll find most useful data for project analysis. Columns are self explanatory except: usd_pledged: conversion in US dollars of the pledged column…

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