Soundtrack Romeo Must Die. Her uncle was music manager Barry Hankerson and her brother is director Rashad Haughton. Aaliyah was Christopher Noel Dorsey born September 3, , better known by his stage name B. Actor Get Shorty. On the stage and on the big screen, Delroy Lindo projects a powerful presence that is almost impossible to ignore. Alhough it was not his first film role, his portrayal of the bipolar numbers boss West Indian Archie in Spike Lee 's Malcolm X is what first attracted attention to Lindo's Stunts Captain America: Civil War.
Born and raised in Queens, New York.10 Actors Who Cheated Incredible Body Transformations For Movies
Has 9 brothers and 4 sisters. Comes from a family of professional motorcycle drag racers. Writes screen plays. Owned her own wardrobe company for 3 years. Has worked as an A. Writer Black Russian. Actor The One. He started training at the Beijing wushu academy wushu is China's national sport, largely a performance version of various martial art styles at age eight.
He won five gold medals in the Chinese championships, his first when he was only In his teens, Soundtrack Money Train.
He has been married to Shadonna Jones since September 4, Actor Little Black Hearts. Isiah Washington is an actor, known for Little Black Hearts Sign In. Copy from this list Export Report this list.
Sort by: List Order Date Added. Delroy Lindo Actor Get Shorty On the stage and on the big screen, Delroy Lindo projects a powerful presence that is almost impossible to ignore. List Activity Views: 7, in last week Tell Your Friends Share this list:. Tell us what you think about this feature. Other Lists by kearanocallaghan.
Actor Database. Films I Have Reviewed. Director Database. Clear your history.This dataset is UCDP's most disaggregated dataset, covering individual events of organized violence phenomena of lethal violence occurring at a given time and place. These events are sufficiently fine-grained to be geo-coded down to the level of individual villages, with temporal durations disaggregated to single, individual days.
This dataset contains georeferenced events data for Syria, covering A conflict-year dataset with information on armed conflict where at least one party is the government of a state in the time period Organized violence, and peace agreements, Journal of Peace Research 56 4. Journal of Peace Research 39 5. A dyad consists of two opposing actors in an armed conflict where at least one party is the government of a state. Journal of Peace Research 45 5 : This dataset provides information on specific start- and end- dates for conflict activity and means of termination for each conflict episode.
An onset dataset with annual observations of all states in the international system, as defined by Gleditsch and Ward, between and Journal of Peace Research 39 5 : — Organized violence, and peace agreements.
Journal of Peace Research 56 4 : An actor-year dataset with information of intentional attacks on civilians by governments and formally organized armed groups. The most recent is version Journal of Peace Research 44 2. A conflict-year dataset containing information on communal and organized armed conflict where none of the parties is the government of a state.
The most recent version is version A simple list of all the actors including their full names and alternate names as available in UCDP datasets version No full Actor Dataset has been produced for version In version This allows easier aggregation and disaggregation of data as well as simplify data management for users, especially when combining multiple UCDP products together.
This means all IDs used in the dataset from version A conversion table between the new and old ID systems is available below, if you want to use the current datasets with the old ones.
An actor-year dataset with information on the ethnic identity of civilian victims of direct and deliberate killings by state and non-state actors based on the OSV Dataset, see above from to A dyad-year dataset containing information on conflict issues and key actor characteristics in non-state conflict. The data builds on and extends the UCDP Non-State Conflict Dataset by introducing additional information on what the actors in the conflict are fighting over, alongside actor characteristics.
The data set distinguishes between two main categories of issues, territory or authority, in addition to a residual category of other issues. Full text is available here. A dyad-year dataset containing information on external support in non-state conflict. The Peace Agreement dataset, that covers peace agreements signed between at least two opposing primary warring parties in an armed conflict This version is compatible with UCDP datasets version IMDbthe Internet Movie Database, has been a popular source for data analysis and visualizations over the years.
The combination of user ratings for movies and detailed movie metadata have always been fun to play with. While it worksweb scraping public data is a gray area in terms of legality; many large websites have a Terms of Service which forbids scraping, and can potentially send a DMCA take-down notice to websites redistributing scraped data. Used with permission. However, there is good news! IMDb publishes an official dataset for casual data analysis! You have to play with the data smartlyand both R and ggplot2 have neat tricks to do just that.
R is a popular programming language for statistical analysis. Each of the k rows corresponds to a single movie, an ID for the movie, its average rating from 1 to 10and the number of votes which contribute to that average. Since we have two numeric variables, why not test out ggplot2 by creating a scatterplot mapping them? Passing the plot to ggsave saves it as a standalone, high-quality data visualization. We can color the heat map with the viridis colorblind-friendly palettes just introduced into ggplot2.
For the y-axis, we can add explicit number breaks for each rating; R can do this neatly by setting the breaks to Putting it all together:. Not bad, although it unfortunately confirms that IMDb follows a Four Point Scale where average ratings tend to fall between 6 — 9.
We have some neat movie metadata. Notably, this table has a tconst field as well. Runtime minutes sounds interesting. Could there be a relationship between the length of a movie and its average rating on IMDb?
X-axis should be tweaked to display the minutes-values in hours. The fill viridis palette can be changed to another one in the family I personally like inferno.
How about movie ratings vs. Since they take up a lot of computer memory, we only want to persist data we actually might use. The principals dataset, the large 1.
And then join that to the ratings table earlier via tconst. Since we now have the movie release year and the birth year of the lead actor, we can now infer the age of the lead actor at the movie release.
Have the ages of movie leads changed over time? A simple way to do that is, for each year, calculate the 25th percentile of the ages, the 50th percentile i. Plotting it with ggplot2 is surprisingly simple, although you need to use different y aesthetics for the ribbon and the overlapping line.Lucifer season 1 episode 1 project free tv
Both the upper and lower bounds increased too. Another aspect of these complaints is gender, as female actresses tend to be younger than male actors. But both start to rise at the same time. The median and upper-bound th time has dropped over time?
Hollywood has been promoting more newcomers as leads? More work definitely needs to be done in this area. In the meantime, the official IMDb datasets are a lot more robust than I thought they would be! And I only used a fraction of the datasets; the rest tie into TV shows, which are a bit messier.
You can view the R and ggplot used to create the data visualizations in this R Notebookwhich includes many visualizations not used in this post. Carnegie Mellon graduate. Plotter of pretty charts.GitHub is home to over 40 million developers working together to host and review code, manage projects, and build software together.
If nothing happens, download GitHub Desktop and try again. If nothing happens, download Xcode and try again. If nothing happens, download the GitHub extension for Visual Studio and try again. These clips were from 48 male and 43 female actors between the ages of 20 and 74 coming from a variety of races and ethnicities African America, Asian, Caucasian, Hispanic, and Unspecified.
Actors spoke from a selection of 12 sentences. Participants rated the emotion and emotion levels based on the combined audiovisual presentation, the video alone, and the audio alone. Due to the large number of ratings needed, this effort was crowd-sourced and a total of participants each rated 90 unique clips, 30 audio, 30 visual, and 30 audio-visual.
If you access the GitHub repository, please fill out this form. If you have questions about this data set, please submit a new issue to the repository or contact dgcooper cheyney. You will need to install it on top of your git installation in order to get the video and audio files. For more information go here. IEEE transactions on affective computing. Keutmann, M. Generating an item pool for translational social cognition research: methodology and initial validation.
Behavior research methods, 47 1 The Actor id is a 4 digit number at the start of the file. Actors spoke from a selection of 12 sentences in parentheses is the three letter acronym used in the second part of the filename :. The sentences were presented using different emotion in parentheses is the three letter code used in the third part of the filename :. The suffix of the filename is based on the type of file, flv for flash video used for presentation of both the video only, and the audio-visual clips.
WAV Audio files converted from the original video into a format appropriate for computational audio processing are stored in the AudioWAV directory. Skip to content. Dismiss Join GitHub today GitHub is home to over 40 million developers working together to host and review code, manage projects, and build software together.
Sign up. R Branch: master. Find file. Sign in Sign up.
Go back. Launching Xcode If nothing happens, download Xcode and try again. Latest commit. DavidCooperCheyney updated summary and added filename label conventions. Latest commit d62d5f6 Jun 20, The description below specifies the data made availabe in this repository. Access If you access the GitHub repository, please fill out this form.
In addition to the R scripts and csv files, there is audio and video from recordings as flash video, mp3, and wav files as described below. The collection of the videos is described in this paper: Keutmann, M.Abstract : This data set contains a list of over films including many older, odd, and cult films.
There is information on actors, casts, directors, producers, studios, etc. The data is stored in relational form across several files. The central file MAIN is a list of movies, each with a unique identifier. These identifiers may change in successive versions. The actors CAST for those movies are listed with their roles in a distinct file. Personal interests caused the database to be made complete for all Hitchcock movies and TV episodes. Related films by type and actor were added gradually.
Subsequent research on temporal databases caused date fields years only to be added. Object-oriented database features could be tested with fields having multiple and two-level values, as documented in DOC. The entries were gradually collected during course work starting about and are still being updated. Most of the entries were manual. The DOC file lists some of the reference works used.
Corrections and additions continue to be appreciated. Detailed descriptions of the fields and their formats is provided in doc. Missing Values: Outside of key fields, missing values are common. Their encoding is described in DOC.
Sometimes the data seems to be unavailable, sometimes it hasn't been entered. Censored Data: Minor actors are ignored. About 50 pseudo director names ahve been listed in PEOPLE to allow interesting films to with yet unknown directors to be entered. See DOC for more type information. Other Relevant Information: Films are listed, if known, with their original language title. An Alt T: field provides English translations, where known.
Open Data Stack Exchange is a question and answer site for developers and researchers interested in open data.Weighted lasso subsampling for highdimensional regression
It only takes a minute to sign up. But these ways prevent from reaching a deeper study of relations within the DB, for instance, for economic research.
Say, random sampling of a fraction of the DB may miss important relations. Not sure if this would classify as a comment or an answer, but it's useful information nonethelss:. Arvind Narayanan and Vitaly Shmatikov. The University of Texas at Austin February 5, We present a new class of statistical de-anonymization attacks against high-dimensional micro-data, such as individual preferences, recommendations, transaction records and so on.
The Internet Movie Database. This is also quite a while ago too. However going through the full text of that article, you may be able to glean some clues as to how they got their data and replicate those - so this could potentially help you. I am pretty sure the restrictions on the data only pertain to commercial usages but you should verify that before diving in head first.
So as lonstar, likely in order to save on costs, imdb now requires that users foot the bill for downloading by using a S3 Pay Account. Although, given that the name of the ftp parent directory is "temporaryaccess" it may not be long for this world.
Hindi movie ratings available in Hindi movie ratings. Sign up to join this community. The best answers are voted up and rise to the top. Home Questions Tags Users Unanswered. Asked 6 years, 7 months ago. Active 2 months ago. Viewed 53k times.Information on the businesses and industries that employ Actors and on wages and locations for those in the field. This chart shows the various occupations closest to Actors as measured by average annual salary in the US. In other words, wages are distributed less evenly for Actors shown in red than for the overall labor force shown in gray.
The number of people employed as Actors has been declining at a rate of This graphic shows the share of Actors employed by various industries. Demographic information on Actors in the US. This chart shows the gender breakdown of Actors.Aorus x570 no video
Representing This chart shows the racial and ethnic breakdown of Actors. The median age of Actors is However, we can filter the data based on highest degree obtained. Data on the critical and distinctive skills necessary for Actors from the Bureau of Labor Statistics.
Add Comparison. Total Workforce.Benadryl weight loss
Average Age. Average Salary. Average Male Salary.Easy voices to impersonate
Average Female Salary. Employment Information on the businesses and industries that employ Actors and on wages and locations for those in the field. View Data. Save Image. Add Data to Cart. Wage Distribution 0. Industries by Share Diversity Demographic information on Actors in the US. Gender Composition Age by Gender Bachelors Degree Masters Degree Professional degree.
Skills Data on the critical and distinctive skills necessary for Actors from the Bureau of Labor Statistics. Keep Exploring.
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