Inputs for the publicly available EPA modeling utility MOVES (MOtor Vehicle Emissions Simulator), used to estimate air pollution emissions from mobile sources. Please contact dec.sm.MOVES@dec.ny.gov with questions.

Dataset

This dataset was created by Keith Sanders

Contents

With Speedeon's New Mover Data, you can market to movers when it matters most. Each year, 36 million people move. During the year surrounding this big life event, movers make approximately 72 brand-related decisions and spend nearly $9,000. For brands that offer products and services, especially top of mind for those in the "moving mindset", reaching individuals at the exact right time is key.

Speedeon's mover data is ideal for customer acquisition, retention and CRM matching, especially for products like - Financial services and loan products - Subscription services - Entertainment - Local businesses like gyms and restaurants - Furniture and appliances - Home improvements - Moving services - Banking services

Our data includes key data points including name, address, phone and email.

A sample of Speedeon's new mover data sources include: - Change of address forms including subscriptions - U.S. census bureau - County records, courthouse filings & title companies - Telco records including phone, utility and cable connects & disconnects - Real estate agency and records - Sale by owner sites and pending sales - Newspapers and other online publications

Speedeon's mover data is updated daily and undergoes additional data enhancements and verifications such as CASS and NCOA. In addition, our New Mover Data undergoes rigorous analysis, quality assessment and third-party verification.

We estimate intergenerational income mobility in Italy using administrative data from tax returns. Our estimates of mobility in Italy are higher than prior work using survey data and other indirect methods. The rank-rank slope of parent-child income in Italy is 0.22, compared to 0.18 in Denmark and 0.34 in the United States. The probability that a child reaches the top quintile of the national income distribution starting from a family in the bottom quintile is 0.11. Upward mobility is higher for sons and first-born children. We uncover substantial geographical variation: upward mobility rates are much higher in Northern Italy, where provinces have higher measured school quality, more stable families, and more favorable labor market conditions.

Review of Economics and Statistics: Forthcoming.. Visit https://dataone.org/datasets/sha256%3A4e52009694334ab20191d178da2f614a007de20043024141b06dc70f36f98fbf for complete metadata about this dataset.

We study labor mobility among academic economists in the US. Analyzing CV data from over 6,000 economists at R1 institutions, we document that female Assistant and Associate Professors are 8 percentage points less likely to move with promotion than their male counterparts. Women are also more likely than men to relocate to lower-ranked institutions. Event study graphs reveal that men working in departments that receive a new faculty member see their publication output increase by more than twice as much as that of women in these departments. Our findings highlight significant gender differences in who moves and what happens after.

This repository contains network graphs and network metadata from Moviegalaxies, a website providing network graph data from about 773 films (1915–2012). The data includes individual network graph data in Graph Exchange XML Format and descriptive statistics on measures such as clustering coefficient, degree, density, diameter, modularity, average path length, the total number of edges, and the total number of nodes.

This dataset contains 30,000 synthetic records of movies released between 1980 and 2020. The data includes movie titles, director names, genres, release dates, durations, and ratings.

The dataset is generated using the Faker library in Python and includes a diverse range of movie genres such as Action, Comedy, Drama, Horror, Romance, Sci-Fi, Thriller, Fantasy, Documentary, and Adventure.

This dataset is suitable for exploratory data analysis, machine learning projects, and movie trend analysis over the given period.

Attributes: - Title: Movie title (string) - Director: Director name (string) - Genre: Movie genre (string) - Release Date: Date when the movie was released (datetime) - Duration: Length of the movie in minutes (integer) - Rating: Rating score of the movie (1-10, float)

Tags: synthetic-data, movies, data-generation, python, faker, pandas

License: Creative Commons Attribution 4.0 International (CC BY 4.0)

There were 64 pedestrian crashes on roadways in the City of Ferndale between 2004 and 2012. Incapacitating injuries were reported in 14 of those crashes and there were 3 fatalities (highlighted in yellow below).

This map is an approximation of the level of stress felt by the users of the roadway and is determined by the number of lanes, traffic volumes and vehicle speeds.

This map shows the general conditions of the major roads and signed bike routes in the City of Ferndale.

Dataset of movie plot summaries and associated metadata. This data was collected by David Bamman, Brendan O'Connor, and Noah Smith at the Language Technologies Institute and Machine Learning Department at Carnegie Mellon University.

Data

plot_summaries.csv

Plot summaries of 42,306 movies extracted from the November 2, 2012 dump of English-language Wikipedia. Each line contains the Wikipedia movie ID (which indexes into movie.metadata.tsv) followed by the summary.

movie_metadata.csv

Metadata for 81,741 movies, extracted from the Noverber 4, 2012 dump of Freebase. Tab-separated; columns: - Wikipedia movie ID - Freebase movie ID - Movie name - Movie release date - Movie box office revenue - Movie runtime - Movie languages (Freebase ID:name tuples) - Movie countries (Freebase ID:name tuples) - Movie genres (Freebase ID:name tuples)

character_metadata.csv

Metadata for 450,669 characters aligned to the movies above, extracted from the Noverber 4, 2012 dump of Freebase. Tab-separated; columns:

• Wikipedia movie ID
• Freebase movie ID
• Movie release date
• Character name
• Actor date of birth
• Actor gender
• Actor height (in meters)
• Actor ethnicity (Freebase ID)
• Actor name
• Actor age at movie release
• Freebase character/actor map ID
• Freebase character ID
• Freebase actor ID

tvtropes.clusters.txt

72 character types drawn from tvtropes.com, along with 501 instances of those types. The ID field indexes into the Freebase character/actor map ID in character.metadata.tsv.

name.clusters.txt

970 unique character names used in at least two different movies, along with 2,666 instances of those types. The ID field indexes into the Freebase character/actor map ID in character.metadata.tsv.

Acknowledgments

This research was supported in part by U.S. National Science Foundation grant IIS-0915187.

All data is released under a Creative Commons Attribution-ShareAlike License. For questions or comments, please contact David Bamman (dbamman@cs.cmu.edu).

Foto von Jakob Owens auf Unsplash

The Bitext Synthetic Data consist of pre-built training data for intent detection and are provided for 20 verticals for English language (see ELRA-L0162 to ELRA-L0181). They cover the most common intents for each vertical and include a large number of example utterances for each intent, with optional entity/slot annotations for each utterance. The Moving and storage domain comprises 29 intents for English.Data is distributed as models or open text files.

The City of Ferndale’s Multi-Modal Plan presents a vision on how to improve and expand on opportunities for pedestrians, bicycles and transit users. It is in response to the growing demand for alternative forms of travel and the need to improve safety of those who choose to walk, bike or take transit. The plan looks at how the City may transform its streets into outstanding public spaces that are friendly to pedestrians, integrate facilities for bicyclists and transit users while continuing to serve the needs of motorized traffic.Ferndale’s vibrant downtown, surrounded by close-in residential areas on a tight grid of streets, provides an enviable foundation to build upon. Most residents are within convenient walking and bicycling distance to the majority of destinations in the city. This plan provides the guidance on how to capitalize on that good fortune and make Ferndale an outstanding walkable, bikable and transit friendly community.This map contains multiple layers of maps also available on the Ferndale Moves website, http://ferndalemoves.com/

This data release contains instantaneous streamflow measurements made at 14 partial-record streamgaging stations in Acadia National Park from May through September 2006 to 2020. It includes R code to support Maintenance of Variance Extension Type 1 (MOVE.1) record-extension regression equations for 10 of those partial-record stations that can be used to extend the record of the partial-record station during base-flow conditions using an index station, U.S. Geological Survey (USGS) continuous-record streamgage Otter Creek near Bar Habor, Maine (USGS 01022840). An additional four partial-record stations did not correlate well with any continuous-record station tested. The R code was used to develop MOVE.1 record-extension equations and compute mean and median monthly streamflows at 10 of the 14 partial-record stations Partial-record stations were established in 2006 as part of the Northeast Temperate Network (NETN) monitoring program. Tables that accompany a USGS Scientific Investigations Report (Lombard, 2023) that documents the methods and results of the MOVE.1 record extensions are included in this data release and include a summary of continuous-record stations tested for use as index stations, partial-record stations, MOVE.1 equations, and monthly means and medians at the partial-record stations.

Introduction

This data set was scraped from the site https://www.the-numbers.com/ using Python 3. it has data of more than 13k movies - and contains monetary data (Domestic Box Office, Infl. Adj. Dom. BO, Opening Weekend, and more) as well as "creative" cinema data (Comparisons, Creative Type, Genre, and more). The complete scraping code I wrote to create the data set is available in my profile: https://www.kaggle.com/code/mayasoffer/movies-data-scraper

Important Info

Please note, that the data was scraped fully from the "The-numbers" website, therefore: - There is some missing data in accordance with the missing data on the site. - The scraping was committed on 01.03.22 (March 2022) so all the data is true to that time. - For more data on how the columns were created and where the site got that data initially, please look into the site itself. - Lastly, note that I scraped the data and saved it as CSV. however, all the columns were scraped in their original form - how they were written on the website. so some "cleaning" of the columns is necessary before any analysis can take place.

Inspiration

The data is very diverse and contains a lot of different columns and goes back to 1995. so the analysis options are many. here are a few analysis leads I thought about: - How have genres changed throughout the years? what genres are the most popular throughout the years? (revenue-wise, legs, opening week...). new genres that gained popularity (animation for example) - Does MPAA rating impact revenue? and much more...

Thank you for using my dataset!

West Coast Moving & Storage is a locally owned and operated moving company that has been serving the West Coast since 2004. With years of experience in the industry, they have earned their reputation for completing moves quickly, safely, and for an affordable price. Their team of full-service movers and piano movers use state-of-the-art equipment to transport delicate, heavy, and bulky items.

West Coast Moving & Storage offers a range of moving services, including residential, commercial, piano moving, storage, and long-distance moves. They have a fully licensed and bonded warehouse storage facility in Portland, offering climate-controlled storage space. With a focus on efficiency and creative solutions, they strive to make every move a smooth and successful one, working with customers to tailor their services to fit each individual's needs.

Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

Realtime Earth Satellite object tracking and orbit data for MOVE-II. NORAD Identifier: 43780.

Annual mid-year data on internal migration moves between local authorities and regions in England and Wales, Scotland and Northern Ireland.