Learning Goals: • explain importance of data management • identify elements of an organized data sheet • create & manipulate data in a spreadsheet • calculate vital statistics using life tables • collect, manage and analyze data to test hypotheses

Question Paper Solutions of chapter Introduction to Data Analytics of Data Analytics Skills for Managers, 5th Semester , Bachelor in Business Administration 2020 - 2021

In today's data-driven world, extracting meaningful insights from vast amounts of information is crucial for informed decision-making. This presentation tackles the challenge of creating presentable data visualizations based on employee type and region of sales.

Leveraging the power of PivotTables in Microsoft Excel, we will delve into a comprehensive approach to transforming raw sales data into compelling visual representations. By mastering PivotTable techniques, we will gain insights into employee sales trends, identify top performers, and uncover regional sales patterns.

This dataset capures statistical analysis of the HCHS cohort study using an attribute association graph and dashboard. This graph structure considers and visualizes subject attributes, their association with disease and control cohorts, and conditional relationships between attributes. Properties of 10,000 participants were analyzed for their association with cardiovascular disease. The data is presented in the form of Neo4J database dumps and can be installed and explored following the given user guide.

Udacity course "Intro to Data Analysis" final project dataset.

Customer names, addresses etc.

Question Paper Solutions of chapter Introduction to Marketing Research of Marketing Research and Analytics, 3rd semester , Master of Business Administration (2023-24)

Presentation slides from the Interagency Data Team meeting. The Interagency Data Team is a community of data analysts, or agency liaisons, who convene regularly with representation from DC agencies of all persuasions. Participants engage in discussions regarding the team’s core mission and priorities for a better kind of data culture – collection, application, sharing, classification and governance to name a few. The team is coordinated by the Office of the Chief Technology Officer (OCTO), lead by the Chief Data Officer (CDO), and directly supports the District of Columbia's Data Policy.

Introduction pathways of alien speciesThe data file INTRODUCTION_PATHWAYS.xls contains information for 8323 introduced species regarding introduction pathways, taxonomic group (plants, vertebrates, invertebrates, algae, fungi, other), inhabited environment (terrestrial, freshwater, marine) and listing status on three different lists of worst invasive alien species. Pathway data were retrieved from the Invasive Alien Species Pathway Management Resource (IASPMR, www.pathway-toolbox.auckland.ac.nz), including all pathway information contained in the Global Invasive Species Database (GISD, www.iucngisd.org), and from DAISIE European Invasive Alien Species Gateway (www.europe-aliens.org). The README file provides basic descriptions of the variables in the data file. For full details on data handling and pathway categorisation see Saul et al. (2016, J Appl Ecol).INTRODUCTION_PATHWAYS.xls

This resource contains codes and data for the learning activities described in the HydroLearn module, titled Introduction to Seasonal Snow Observations, Modeling, and Analysis.

This resource is shared under the Creative Commons Attribution 4.0 International (CC BY 4.0) License. Any use of the content, including text, images, and figures, requires proper attribution. Please refer to the How to Cite section for guidance on appropriate citation.

The Louisiana State Legislature created the Coastal Wetlands Planning, Protection and Restoration Act (CWPPRA) in order to conserve, restore, create and enhance Louisiana's coastal wetlands. The wetland restoration plans developed pursuant to these acts specifically require an evaluation of the effectiveness of each coastal wetlands restoration project in achieving long-term solutions to arresting coastal wetlands loss. This data set includes mosaicked aerial photographs for the Freshwater Introduction South of Highway 82 (ME-16) project for 2018. This data is used as a basemap land-water classification. It also serves as a visual tool for project managers to help them identify any obvious problems or land loss within their project boundary. To better evaluate the effectiveness of restoration efforts, a land-water classification is performed on specific CWPPRA sites to help assess landscape changes.

Th2 cytokines and asthma: an introduction

Necessary datasets to run the Immcantation Introductory Tutorial. Below is the description of the files in the data set.

• input.fasta: Example data from "Identification of Subject-Specific Immunoglobulin Alleles From Expressed Repertoire Sequencing Data" (Laserson et al. (2014)). Processed B cell receptor reads from one healthy donor (PGP1) 3 weeks after flu vaccination. As part of the processing, each sequence has been annotated with the isotype.

Powerpoint presentation on the data portal

Data Behind Figures

Summary

Files providing the data behind figures 1, 2, and 3 of GWTC-4.0: An Introduction to Version 4.0 of the Gravitational-Wave Transient Catalog

Contents

The scripts provided contain the data needed to reproduce the corresponding figures, but they themselves produce simplified versions of those figures.

• data_behind_fig1.py: Example Python script containing data behind Figure 1
• data_behind_fig2.py: Example Python script containing data behind Figure 2
• data_behind_fig3.py: Example Python script containing data behind Figure 3

Aim: Introduced species offer insight on whether and how organisms can shift their ecological niches during translocation. The genus Amazona offers a clear test case, where sister species Red-crowned (A. viridigenalis) and Lilac-crowned Parrots (A. finschi) have established breeding populations in southern California following introduction via the pet trade from Mexico where they do not coexist. After establishment in the 1980s, introduced population sizes have increased, with mixed species flocks found throughout urban Los Angeles. Here, we investigate the differences between the environmental conditions of the native and introduced ranges of these now co-occurring species. Location: Southern California and Mexico. Methods: Using environmental data on climate and habitat from their native and introduced ranges, we tested whether Red-crowned and Lilac-crowned Parrots have divergent realized niches between their native ranges, and whether each species has significantly shifted its realized niche to inhabit urban southern California. We also analyzed data from Texas and Florida introductions of Red-crowned Parrots for comparative analysis. Results: There are significant differences in the native-range niches of both parrot species, but a convergence into a novel, shared environmental niche into urban southern California, characterized by colder temperatures, less tree cover, and lower rainfall. Texas and Florida Red-crowned Parrots also show evidence for niche shifts with varying levels of niche conservatism through the establishment of somewhat different realized niches. Main Conclusions: Despite significant niche shifts, introduced parrots are thriving, suggesting a broad fundamental niche and an ability to exploit urban resources. Unique niche shifts in different U.S. introductions indicate that Amazona parrots can adapt to diverse environmental conditions, with cities offering a resource niche and the timing of introduction playing a crucial role. Cities can potentially serve as refugia for threatened parrot species, but the risk of hybridization between species emphasizes the need for ongoing monitoring and genetic investigations. Methods Observations for the Amazona parrots in southern California were collected on iNaturalist through the Free-Flying Los Angeles Parrot Project (FLAPP). Individual parrots were scored based on morphological features to confirm species identification. Only research-grade observations were included in our analysis, which was determined by two agreeing independent scorings of species identification. Observations for Amazona parrots in their separate native ranges of Mexico were downloaded from the eBird database, with filtering done to remove any observations found in introduced areas surrounding their native ranges. Red-crowned Parrot data for Texas and Florida was downloaded from eBird as well and filtered to only include observations with media for species identification. Buffers were created for each population to create randomly generated background points. Environmental data was downloaded from various online databases including Bioclim, MODIS data, and global scatterometer data. The environmental data was then pulled for each parrot (and randomly generated background points) for environmental comparison.

Question Paper Solutions of chapter Introduction to Java Servlets of Web Enabled JAVA Programming, 3rd Semester , Master of Computer Applications (2 Years)

This suite of six mini-lessons (designed for grades 4-6, but adaptable to multiple grades) introduces the concept of ecosystem services. The suite of all six lessons together uses a blended learning format to do three things (1) get kids outside, (2) engage students with an interactive, online, cutting-edge technology tool from the US EPA, and (3) have students participate in hands-on activities in their classrooms. These lessons could supplement ecosystems units across grade levels. Student handouts are printable and ready-to-go. Teacher handouts contain teacher instructions and science standards.

Question Paper Solutions of chapter Introduction to Ethical Theories of Values and Ethics of Profession, 6th Semester , Bachelor of Computer Applications

The Registry of introduced terrestrial molluscs in Belgium is a species checklist dataset published by the Royal Belgian Institute for Natural Sciences (RBINS). It contains information on all (29) non-native terrestrial molluscs occurring in the wild in Belgium since 1800. The list was originally compiled for EASIN (https://easin.jrc.ec.europa.eu/easin) and is based on a literature survey and information from the collections of the Royal Belgian Institute of Natural Sciences (RBINS). Here it is published as a standardized Darwin Core Archive and includes for each species: the accepted scientific name and associated synonyms, higher classification, detailed taxonomic background information and stable taxon identifier (in the taxon core), the (confidence regarding the) presence in Belgium, the year of the first introduction (first report), sometimes the last assessment/observation in Belgium and detailed verbatim information about the recorded introductions (in the distribution extension), vernacular names (in the vernacular names extension), the pathway(s) of introduction, native range(s) and degree of establishment in Belgium (in the description extension) and a detailed overview of the consulted resources (in the literature reference extension). The dataset can be used for researching and managing terrestrial alien molluscs or compiling regional and national registries of alien species. Issues with the dataset can be reported at https://github.com/trias-project/alien-mollusca-checklist We have released this dataset to the public domain under a Creative Commons Zero waiver. We would appreciate it if you follow the GBIF citation guidelines (https://www.gbif.org/citation-guidelines) when using the data. If you have any questions regarding this dataset, don’t hesitate to contact us via the contact information provided in the metadata or via https://twitter.com/trias_project. This dataset was published as open data for the TrIAS project (Tracking Invasive Alien Species http://trias-project.be, Vanderhoeven et al. 2017), with technical support provided by the Research Institute for Nature and Forest (INBO). It is selected as one of the authoritative sources for the compilation of a unified and reproducible checklist of alien species in Belgium.