This page documents the horizontal coordinate transforms that are standard in CDM. Most follow the CF-1.0 Convention, where they are called grid_mappings. They are also often called projections, because most emply projective geometry.
To follow CF, typically one creates a transform definition variable, whose purpose is to contain attributes whose values are the parameters of the transform. Typically the variable does not contain any real data, and so a scalar variable is used. Each data variable that uses the transform has an attribute with name grid_mapping whose value is the name of the transform variable. The projection coordinate variables are also required.
For example:
float data(y0, x0); data:grid_mapping = "Lambert_Conformal"; double x0(x0=640); x0:standard_name = "projection_x_coordinate"; x0:long_name = "x distance on the projection plane from the origin"; x0:units = "km"; double y0(y0=440); y0:standard_name = "projection_y_coordinate"; y0:long_name = "y distance on the projection plane from the origin"; y0:units = "km"; char Lambert_Conformal; Lambert_Conformal:grid_mapping_name = "lambert_conformal_conic"; Lambert_Conformal:standard_parallel = 38.5; // double Lambert_Conformal:longitude_of_central_meridian = 262.5; // double Lambert_Conformal:latitude_of_projection_origin = 38.5; // double
In this example, the Lambert_Conformal variable defines the projection and the data variable references it with the grid_mapping attribute. The x0 and y0 are coordinate variables, and the CF convention standard_name attribute is used to identify them unambiguously as projection x and y coordinates. The defaullt unit is km, but any units that can be converted to km can be used. The value of the coordinates must be the correct geolocation for your data. The projection that you specify is then used to calculate the correct (lat, lon) point. All projections have the form:
Projection: (x, y) -> (lat, lon) ProjectionInverse: (lat, lon) -> (x, y)
where the x,y values in this equation are the ones that you put into the x and y projection coordinate variables.
To summarize, in order for CF Horizontal transforms to work in the CDM, you must:
The following are the currently implemented transforms.
Required attributes are in bold, optional in bold italics. Attribute names follow the CF Conventions Appendix F (Grid Mappings). See that document for details on the meanings of the formula terms. The projection algorithms are mostly taken from John Snyder, Map Projections used by the USGS, Bulletin 1532, 2nd edition (1983). Some of the ellispoidal forms are corrected versions of com.jhlabs.map.proj..
In some cases, the earth radius may be specified, which uses a sperical earth for the projection. This is indicated by the presence of the earth_radius attribute.
In some cases, the ellipsoidal form of the projection may be used. This is indicated by the presence of the semi_major_axis, and either the semi_minor_axis or inverse_flattening attributes. Note that not all projections have an ellipsoidal implementation.
When neither earth_radius or semi_major_axis is allowed or specified, the projection will be spherical with a default earth radius of 6371.229 km.
The units of earth_radius, semi_major_axis, semi_minor_axis must be in meters.
The optional false_easting, and false_northing should match the units of the x and y projection coordinates. Alternatively, the attribute "units" may be specified on the dummy Coordinate Transform Variable (this is CDM standard, not CF). When they are not present in the documentation below, they are not used. Contact us if you have a real sample where they are non-zero.
char Albers_Projection;
:grid_mapping_name = "albers_conical_equal_area";
:standard_parallel = 20.0, 60.0; // one or two
:longitude_of_central_meridian = -32.0;
:latitude_of_projection_origin = 40.0;
:false_easting = 0.0; :false_northing = 0.0; :earth_radius = 6371.229; :semi_major_axis = 6378.137; :semi_minor_axis = 6356.752; :inverse_flattening = 298.257;This uses a spherical or ellipsoidal earth. See Snyder, p 98.
char azimuthal_equidistant; :grid_mapping_name = "azimuthal_equidistant"; :semi_major_axis = 6378137.0; // double :inverse_flattening =<PHONE_NUMBER>63; // double :longitude_of_prime_meridian = 0.0; // double :false_easting = 0.0; // double :false_northing = 0.0; // double :latitude_of_projection_origin = -37.0; // double :longitude_of_projection_origin = 145.0; // doubleAdapted from proj4 jhlabs. See Snyder, p 191.
char Flat_Earth;
:grid_mapping_name = "flat_earth";
:longitude_of_projection_origin = -132.0;
:latitude_of_projection_origin = 40.0;This is not a standard CF projection. It is used when a "flat earth" assumption is acceptable.
char Geostationary;
:grid_mapping_name = "geostationary";
:longitude_of_projection_origin = -97.0;
:latitude_of_projection_origin = 0.0; :perspective_point_height= 33.0, 45.0; :false_easting = 0.0; :false_northing = 0.0; :earth_radius = 6371.229; :semi_major_axis = 6378.137; :semi_minor_axis = 6356.752; :inverse_flattening = 298.257; :sweep_angle_axis= 33.0, 45.0; :fixed_angle_axis= 33.0, 45.0;This uses an ellipsoidal earth. Notes from CF:
- The "perspective_point_height" is the distance to the surface of the ellipsoid. Adding the earth major axis gives the distance from the centre of the earth.
- The "sweep_angle_axis" attribute indicates which axis the instrument sweeps. The value = "y" corresponds to the spin-stabilized Meteosat satellites, the value = "x" to the GOES-R satellite.
- The "fixed_angle_axis" attribute indicates which axis the instrument is fixed. The values are opposite to "sweep_angle_axis". Only one of those two attributes are mandatory.
See CF adding geostationary. This projection covers both Eumetsat GEOS and US GOES-R satellites.
char Lambert_azimuth_Projection;
:grid_mapping_name = "lambert_azimuthal_equal_area"; :longitude_of_projection_origin = -32.0;
:latitude_of_projection_origin = 90.0;
:false_easting = 0.0; // km :false_northing = 0.0; // km :earth_radius = 6371.229;This uses a spherical earth. See Snyder, p 184.
char Lambert_Conformal;
:grid_mapping_name = "lambert_conformal_conic";
:standard_parallel = 33.0, 45.0; // one or two
:longitude_of_central_meridian = -97.0;
:latitude_of_projection_origin = 40.0; :false_easting = 0.0; :false_northing = 0.0; :earth_radius = 6371.229; :semi_major_axis = 6378.137; :semi_minor_axis = 6356.752; :inverse_flattening = 298.257;This uses a spherical or ellipsoidal earth. See Snyder, p 104.
char lambert_cylindrical_equal_area; :grid_mapping_name = "lambert_cylindrical_equal_area"; :semi_major_axis = 6378137.0; // double :inverse_flattening =<PHONE_NUMBER>63; // double :longitude_of_central_meridian = 145.0; // double :false_easting = 0.0; // double :false_northing = 0.0; // double :standard_parallel = -37.0; // doubleAdapted from proj4 / jhlabs. See Snyder, p 76. As of version 4.3.10
TODO: allow scale_factor_at_projection_origin
char McIDAS_Projection;
:grid_mapping_name = "mcidas_area";
:AreaHeader = 33.0, 45.0, ...; // an integer array
:NavHeader = -97.0, ...; // an integer arrayThis is not a standard CF projection. The headers are read from a McIDAS Area file, and placed in the attributes as int arrays.
char Mercator_Projection;
:grid_mapping_name = "mercator";
:longitude_of_projection_origin = 110.0;
:latitude_of_projection_origin = -25.0;
:standard_parallel = 0.02;This uses a spherical earth and default radius. See Snyder, p 47.
TODO: allow scale_factor_at_projection_origin
Used for MSG (METEOSAT 8 onwards) data.
char Space_View_Perspective_or_Orthographic;
:grid_mapping_name = "MSGnavigation";
:longitude_of_projection_origin = 0.0; // double
:latitude_of_projection_origin = 0.0; // double
:semi_major_axis = 6356755.5; // double
:semi_minor_axis = 6378140.0; // double
:height_from_earth_center = 4.2163970098E7; // double
:scale_x = 35785.830098; // double
:scale_y = -35785.830098; // doubleThis is not a standard CF projection. This uses an ellipsoidal earth. See this document. Note there is a bug in some versions of Eumetsat GRIB encoding, per Simon Eliot 1/18/2010, in which the "apparent diameter of earth in units of grid lengths" is incorrectly specified. We do a correction for this in ucar.nc2.iosp.grid.GridHorizCoordSys when we read the GRIB file.
char Orthographic_Projection;
:grid_mapping_name = "orthographic";
:longitude_of_projection_origin = 110.0;
:latitude_of_projection_origin = -25.0;This is not a standard CF projection. This uses a spherical earth and default radius. See Snyder, p 145.
char Polar_Stereographic;
:grid_mapping_name = "polar_stereographic";
:straight_vertical_longitude_from_pole = -32.0;
:latitude_of_projection_origin = 90.0;
:scale_factor_at_projection_origin = 0.9330127018922193;
:false_easting = 0.0; :false_northing = 0.0; :semi_major_axis = 6378.137; :semi_minor_axis = 6356.752; :inverse_flattening = 298.257;The Polar Stereographic is the same as the Stereographic projection with origin at the north or south pole. It can use a spherical or ellipsoidal earth.
The polar stereographic will accept these alternate parameter names:
char Polar_Stereographic;
:grid_mapping_name = "polar_stereographic";
:longitude_of_projection_origin = -32.0;
:latitude_of_projection_origin = 90.0;
:standard_parallel = 0.9330127018922193;If the standard_parallel is specified, this indicates the parallel where the scale factor = 1.0. In that case the projection scale factor is calculated as
double sin = Math.abs(Math.sin( Math.toRadians( stdpar))); scale = (1.0 + sin)/2;
char rotated_pole; :grid_mapping_name = "rotated_latitude_longitude"; :grid_north_pole_latitude = 37.0f; // float :grid_north_pole_longitude = -153.0f; // floatThe rotated latitude and longitude coordinates are identified by the
standard_name
attribute valuesgrid_latitude
andgrid_longitude
respectively. Example:float rlat(rlat=84);
:standard_name = "grid_latitude";
:long_name = "rotated latitude";
:units = "degrees";
:_CoordinateAxisType = "GeoY";
float rlon(rlon=90);
:standard_name = "grid_longitude";
:long_name = "rotated longitude";
:units = "degrees";
:_CoordinateAxisType = "GeoX";The rotated longitude coordinate must be in the range [-180,180] (so there will be a problem when it crosses the dateline). Code contributed by Robert Schmunk.
Grib 1 projection 10 and Grib 2 projection 1. This is not a standard CF projection.
char rotated_pole; :grid_mapping_name = "rotated_latlon_grib"; :grid_south_pole_latitude = 37.0f; // float :grid_south_pole_longitude= -153.0f; // float :grid_south_pole_angle= 0.0f; // floatContributed by Tor Christian Bekkvik.
char SinusoidalProjection;
:grid_mapping_name = "sinusoidal";
:longitude_of_central_meridian = 0.0; // required :false_easting = 0.0; :false_northing = 0.0; :earth_radius = 6371.229;Spherical earth. See CF adding sinusoidal.
This projection is one of those selected by the ESA Climate Change Initiative, which will be reanalysing the MERIS, MODIS and SeaWiFS time series and producing netcdf-CF files.
stereographic
char Stereographic;
:grid_mapping_name = "stereographic";
:longitude_of_projection_origin = -32.0;
:latitude_of_projection_origin = 90.0;
:scale_factor_at_projection_origin = 0.9330127018922193;
:false_easting = 0.0; :false_northing = 0.0; :semi_major_axis = 6378.137; :semi_minor_axis = 6356.752; :inverse_flattening = 298.257;This uses a spherical or ellipsoidal earth. See Snyder, p 153.
transverse_mercator
char Transverse_mercator;
:grid_mapping_name = "transverse_mercator";
:longitude_of_central_meridian = -32.0;
:latitude_of_projection_origin = 40.0;
:scale_factor_at_central_meridian = 0.9330127018922193;
:false_easting = 0.0; :false_northing = 0.0; :semi_major_axis = 6378.137; :semi_minor_axis = 6356.752; :inverse_flattening = 298.257; :_CoordinateTransformType = "Projection";
:_CoordinateAxisTypes = "GeoX GeoY";This uses a spherical or ellipsoidal earth. See Snyder, p 53.
UTM (Universal Transverse Mercator)
char UTM_Projection;
:grid_mapping_name = "universal_transverse_mercator";
:utm_zone_number = 22;
:semi_major_axis = 6378137;
:inverse_flattening = 298.257;
:_CoordinateTransformType = "Projection"; :_CoordinateAxisTypes = "GeoX GeoY";This is not a standard CF projection. UTM uses an ellipsoidal earth. Code contributed from the GeoTransform package by Dan Toms, SRI International. Note that semi_major_axis is in meters.
vertical_perspective
char vertical_perspective_Projection;
:grid_mapping_name = "vertical_perspective";
:longitude_of_projection_origin = -97.0;
:latitude_of_projection_origin = 40.0; :height_above_earth = 23980.0; // km :earth_radius = 6371.229; :false_easting = 0.0; :false_northing = 0.0;
:_CoordinateTransformType = "Projection"; :_CoordinateAxisTypes = "GeoX GeoY";This uses a spherical earth. See Snyder, p 176.
TODO: allow perspective_point_height
This document was last updated Jan 2015


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Dog Breed Identifier
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Use machine learning to identify your dog! Upload an image below.
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Our best guess is that your dog is a...
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Provides functions to generate and analyze spatially-explicit individual-based multistate movements in rivers, heterogeneous and homogeneous spaces. This is done by incorporating landscape bias on local behaviour, based on resistance rasters. Although originally conceived and designed to simulate trajectories of species constrained to linear habitats/dendritic ecological networks (e.g. river networks), the simulation algorithm is built to be highly flexible and can be applied to any (aquatic, semi-aquatic or terrestrial) organism, independently on the landscape in which it moves. Thus, the user will be able to use the package to simulate movements either in homogeneous landscapes, heterogeneous landscapes (e.g. semi-aquatic animal moving mainly along rivers but also using the matrix), or even in highly contrasted landscapes (e.g. fish in a river network). The algorithm and its input parameters are the same for all cases, so that results are comparable. Simulated trajectories can then be used as mechanistic null models (Potts & Lewis 2014, <doi:10.1098/rspb.2014.0231>) to test a variety of 'Movement Ecology' hypotheses (Nathan et al. 2008, <doi:10.1073/pnas.0800375105>), including landscape effects (e.g. resources, infrastructures) on animal movement and species site fidelity, or for predictive purposes (e.g. road mortality risk, dispersal/connectivity). The package should be relevant to explore a broad spectrum of ecological phenomena, such as those at the interface of animal behaviour, management, landscape and movement ecology, disease and invasive species spread, and population dynamics.
| Version: | 1.0.3 |
| Depends: | R (≥ 1.8.0), raster |
| Imports: | methods, stats, sp, mco, parallel, rgdal |
| Suggests: | adehabitatLT, moveHMM, rgeos, testthat |
| Published: | 2018-01-31 |
| Author: | Lorenzo Quaglietta [aut], Miguel Porto [aut, cre], Erida Gjini [ctb] |
| Maintainer: | Miguel Porto <mpbertolo at gmail.com> |
| BugReports: | https://github.com/miguel-porto/SiMRiv |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://www.r-project.org, https://github.com/miguel-porto/SiMRiv |
| NeedsCompilation: | yes |
| Citation: | SiMRiv citation info |
| CRAN checks: | SiMRiv results |
| Reference manual: | SiMRiv.pdf |
| Vignettes: |
Usage of the SiMRiv package |
| Package source: | SiMRiv_1.0.3.tar.gz |
| Windows binaries: | r-devel: SiMRiv_1.0.3.zip, r-release: SiMRiv_1.0.3.zip, r-oldrel: SiMRiv_1.0.3.zip |
| OS X binaries: | r-release: SiMRiv_1.0.3.tgz, r-oldrel: SiMRiv_1.0.3.tgz |
| Old sources: | SiMRiv archive |
Please use the canonical form https://CRAN.R-project.org/package=SiMRiv to link to this page.


St John Secondary School Amoke. Apa, Benue, State, Nigeria.
EMAIL<EMAIL_ADDRESS>PMB: 2075 Otukpo, Benue State.
: Official Facebook Page : official Twitter handle : official google plus page
Designed by 2015/2016 Corpers BN/15B/0706, BN/15B/0704, BN/15A/1326
copyright 2016.


Snitch is an subversion post-commit service integration helper. I just made that up. Subversion has a post-commit hook which is executed each time you commit a change to a repository. Snitch makes it really easy to hook into the post-commit and send the commit message along with the files changed to various services on the web.
Currently, snitch works with campfire and twitter. I'll be adding in SMS, email, some day but feel free to do it yourself and send me a patch.
Screenshots
Campfire
Installation
- sudo gem install hpricot
- sudo gem install twitter tinder snitch
-
Create a configuration file (default is /home/deploy/.snitch) that looks like the following (be sure to fill in all the values). Be sure that none of the tabs from below get stay in the config file. It gets parse by yaml so formatting is important.
# what is the location of svnlook # you can find this on *nix boxes by typing: which svnlook svnlook: /usr/bin/svnlook # what services would you like to send commit messages to? services: :campfire: :subdomain: :login: :password: :room: Development :twitter: :login: :password:
-
Create or edit the post-commit file inside your repository to look like the following. Be sure to edit the CONFIG_FILE variable to wherever you created your config file in step 3.
#!/bin/sh REPOS="$1" REV="$2" CONFIG_FILE="/home/deploy/.snitch" snitch $REPOS $REV $CONFIG_FILE 2> /tmp/snitch
Support
Please leave all support requests and suggestions at the google group.


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--- title: Using fibres to evaluate grain dispersion axes sidebar: documentation_sidebar permalink: Grain_dispersion_axes.html folder: documentation toc: false ---
We will prepare some data to evaluate grain dispersion axes.
{% highlight matlab %} mtexdata forsterite [grains,ebsd.grainId] = ebsd.calcGrains; % just use the larger grains of forsterite ebsd(grains(grains.grainSize< 100))='notIndexed'; ebsd({'e' 'd'})='notIndexed'; % lets also ignore inclusions for a nicer plotting experience ebsd(grains(grains.isInclusion))=[]; [grains,ebsd.grainId, ebsd.mis2mean] = ebsd.calcGrains; {% endhighlight %} {% highlight plaintext %} ebsd = EBSD Phase Orientations Mineral Color Symmetry Crystal reference frame 0 58485 (24%) notIndexed 1 152345 (62%) Forsterite LightSkyBlue mmm 2 26058 (11%) Enstatite DarkSeaGreen mmm 3 9064 (3.7%) Diopside Goldenrod 12/m1 X||a*, Y||b*, Z||c Properties: bands, bc, bs, error, mad, x, y Scan unit : um {% endhighlight %}We colorize axes of the misorientation to the grain mean orientation in speciemn coordinates
{% highlight matlab %} ck = axisAngleColorKey(ebsd('f').CS); ck.oriRef=grains('id',ebsd('f').grainId).meanOrientation; plot(ebsd('f'), ck.orientation2color(ebsd('f').orientations)) hold on plot(grains.boundary) hold on plot(grains,'FaceAlpha',0.3) hold off {% endhighlight %}and examine the spread of orientations in terms of its pole figure. In order to do so, we can define a grid of crystal direction and compute the corresponding specimen directions for each orientation within the grain.
{% highlight matlab %} % Let's define a grid of directions s2G = equispacedS2Grid('resolution',15*degree); s2G = Miller(s2G,ebsd('f').CS) % use the orientations of points belonging to the grain o = ebsd(grain_selected).orientations; % and compute the corresponding specimen directions d = o .* s2G; % and plot them plot(d,'MarkerSize',3,'upper') % We can observe, that certain grid points are smeared out more than others {% endhighlight %} {% highlight plaintext %} s2G = Miller (Forsterite) size: 1 x 184 resolution: 15° {% endhighlight %}If we assume, the orientations are dispersed along one single axis, we can fit an orientation fibre fibre
We can also inspect in orientation space, how well the fibre fits the orientations of the grain
{% highlight matlab %} % The angle between each orientation and the fibre gives a measure how well % it is fitted by the fibre fd = angle(fib,o)/degree; plot(o,fd) xlim([0 30]); ylim([60 90]); zlim([60 90]) grid minor hold on plot(fib) hold off nextAxis % we can also inspect the distance of each orientation within the grains % to the fitted fibre with the grains plot(ebsd(grain_selected),fd) mtexColorbar('title', 'distance from fibre') {% endhighlight %} {% highlight plaintext %} plot 2000 random orientations out of 2826 given orientations {% endhighlight %}TODO: use eigenvalues of fibre.fit to give measure of "fibryness" [fib, lambda] = fibre.fit(o,'local') lambda(2)/lambda(3)
We can fit a fibre for each grain and write out the axes in crystal as well as in specimen coordiantes
{% highlight matlab %} %ids = grains('f').id; %clear fib_axSC fib_axCC %for i = 1:length(ids) % o = ebsd(grains('id',ids(i))).orientations; % fib = fibre.fit(o); % fib_axCC(i) = fib.h; % fib_axSC(i) = fib.r; %end % plot fibre axes in specimen coordinates %opts= {'contourf','antipodal','halfwidth', 10*degree,'contours',[1:10]}; %plot(fib_axSC,opts{:}) %nextAxis % plot fibre axes in crystal coordinates %plot(fib_axCC,opts{:},'fundamentalRegion') %mtexColorbar % Now we can start to wonder whether the distrubtion of fibre axes relates % to e.g. the kinematic during deformation of the sample. {% endhighlight %}


Mississippi Pot Roast
We’ve personally found the searing portion of this recipe to not be strictly necessary, and if you like onions then adding a bed of onions to slow cooker with the juices can add some additional flavor. But it’s pretty optional as well, and allows for the recipe to be pretty flexible on the prep time.
Yields: 6
Preparation time: 10
Cooking time: 360
Ingredients
-
1 3 lb. boneless pork roast2 tbsp olive oil or vegetable oilsalt and pepper to taste1 packet ranch dressing mix1 packet dry onion soup mix1/2 cup (1 stick) butter – REAL salted butter not margarine6-10 pepperoncini peppers(Optional) 1 small to medium onion
Directions
-
Heat up a large skillet on high. Add oil to hot skillet.Take a paper towel and make sure you dry both sides of the roast. Season with a little bit of freshly ground pepper.Once the skillet is nice and hot, add the roast. You want the skillet to be really hot to brown or “sear” the roast quickly.Allow the roast to cook for about 2-3 minutes until it is golden brown. Using tongs, flip the meat over and sear the other side of the roast for another 2-3 minutes.(Optional) Slice the onion into rings or half rings, and lay on the bottom of the slow cooker to form a bed for the roast to lay on as it cooks.Transfer meat to slow cooker.Sprinkle packets of dry ranch dressing and onion soup mixes over roast.Top with a stick of butter (or cut the stick up and place pieces on top) then place peppers on and around roast.(Optional) Pour some of the pepperoncini juice from the jar on top of the roast.Cover and cook on low for 6 hours.


Voyage Assured provides the guidance in preparing your visa application and necessary documentation enabling you to put in conclusive proof in terms of establishing your academic genuineness, financial stability and roots back to Nigeria. We have an unbeatable success rate of over 95% in securing student visas to even the toughest places in the world like USA due to our systematic guidance and professional approach. We ensure that the visa applications get processed faster and you get the visa without needless delays. Being a Nigerian Specialist Agency, we obtain a decision for a Visa within 15-20 working days. We have an amazing 98% success rate for visa approval
Application Processing Assistance in preparing the application file and required documents such as transcripts, letter of recommendations, essays (Statement of Purpose) etc. is given on the basis of a successful strategy to maximise the chance of admissions. Follow-up and Securing Admission We do the necessary follow-up and secure admissions in the shortest possible time. Voyage Assured success rate in admissions is 100%. We give special attention to your application and also help with the most important “Statement of Purpose”. Our staff follows up with the chosen University and ensures a positive and quick response. We deliver what we promise!
At Voyage Assured, we know the importance of education, more-so, we know the importance of good education. However, good education usually comes at a ‘good’ price. That is why we take it upon ourselves to provide the best alternatives money can buy. In lieu of this, we offer our candidates many destinations around the world where they can obtain a good education.
Voyage Assured helps with the arrangement of flight ticket, dorm or home-stay accommodation for the student, travel insurance and hotel bookings for the guidian and other family members who might be accompanying the student.
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Elon Musk Tribute Page
Elon Musk
Founder of Tesla Inc
Timeline of Elon Musk's life
1971
Born in Pretoria, Transvaal, South Africa
1997
Received Bachlor of Science degree in physics and economics at University of Pennsylvania
1999
Co-founded X.com - an online bank
1999
Starts another banking start up, Confinity
2000
Forms PayPal by merging with Confinity
2002
Founded SpaceX
2004
Founded Tesla
2006
Invested in SolarCity
2009
Unveils Tesla Model S
2012
Unveils Telsa Model X
2015
Early Customers recevied the Tesla Model X
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Anmol Sharma


Originally part of the Techtonica curriculum, our jQuery lesson was retired in 2020. Although still popular in legacy projects, jQuery is unnecessary with modern browsers since they all provide standardized DOM manipulation functions.
If you’re looking to learn how to manipulate the DOM without a framework, see JavaScript DOM Methods
If you’re looking to make web applications, see React Lessons


--- layout: page title: My bookshelf ---
A reader lives a thousand lives before he dies, said Jojen. The man who never reads lives only one. - George R.R. Martin, A Dance with Dragons
On this page I keep track of my reading / learning. It pulls in data from PyBites My Reading List.
USERNAME
):
<iframe src="https://pbreadinglist.herokuapp.com/widget/USERNAME" frameborder="0" scrolling="no"></iframe>


|
UMI3D Unity SDK
2.5.b.221125
A UMI3D sdk implementation using Unity
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Interface for collaborative room, managing the relayed streams. More...
Public Member Functions | |
| List< UMI3DUser > | RelayDataRequest (UMI3DAbstractNode sender, object data, UMI3DUser target, Receivers receiverSetting, bool isReliable=false) |
| Control the relay for the data channel. More... | |
| List< UMI3DUser > | RelayTrackingRequest (UMI3DAbstractNode sender, object data, UMI3DUser target, Receivers receiverSetting, bool isReliable=false) |
| Control the relay for the user tracking channel. More... | |
| List< UMI3DUser > | RelayVoIPRequest (UMI3DAbstractNode sender, object data, UMI3DUser target, Receivers receiverSetting, bool isReliable=false) |
| Control the relay for the voice over IP channel. More... | |
| List< UMI3DUser > | RelayVideoRequest (UMI3DAbstractNode sender, object data, UMI3DUser target, Receivers receiverSetting, bool isReliable=false) |
| Control the relay for the video channel. More... | |
| Public Member Functions inherited from umi3d.edk.UMI3DEntity | |
| ulong | Id () |
| UMI3D Id of an entity. More... | |
Interface for collaborative room, managing the relayed streams.
| List< UMI3DUser > umi3d.edk.ICollaborationRoom.RelayDataRequest | ( | UMI3DAbstractNode | sender, |
| object | data, | ||
| UMI3DUser | target, | ||
| Receivers | receiverSetting, | ||
| bool | isReliable = false |
||
| ) |
Control the relay for the data channel.
| sender | Node associated to the request. |
| userSender | User sending data. |
| data | Data that is relayed to other users. |
| target | User receiving data. |
| receiverSetting | Who should receive the data stream. |
| isReliable | Is the transaction reliable? |
Implemented in umi3d.edk.collaboration.RelayVolume.
| List< UMI3DUser > umi3d.edk.ICollaborationRoom.RelayTrackingRequest | ( | UMI3DAbstractNode | sender, |
| object | data, | ||
| UMI3DUser | target, | ||
| Receivers | receiverSetting, | ||
| bool | isReliable = false |
||
| ) |
Control the relay for the user tracking channel.
| sender | Node associated to the request. |
| userSender | User sending data. |
| data | Data that is relayed to other users. |
| target | User receiving data. |
| receiverSetting | Who should receive the data stream. |
| isReliable | Is the transaction reliable? |
Implemented in umi3d.edk.collaboration.RelayVolume.
| List< UMI3DUser > umi3d.edk.ICollaborationRoom.RelayVideoRequest | ( | UMI3DAbstractNode | sender, |
| object | data, | ||
| UMI3DUser | target, | ||
| Receivers | receiverSetting, | ||
| bool | isReliable = false |
||
| ) |
Control the relay for the video channel.
| sender | Node associated to the request. |
| userSender | User sending data. |
| data | Data that is relayed to other users. |
| target | User receiving data. |
| receiverSetting | Who should receive the data stream. |
| isReliable | Is the transaction reliable? |
Implemented in umi3d.edk.collaboration.RelayVolume.
| List< UMI3DUser > umi3d.edk.ICollaborationRoom.RelayVoIPRequest | ( | UMI3DAbstractNode | sender, |
| object | data, | ||
| UMI3DUser | target, | ||
| Receivers | receiverSetting, | ||
| bool | isReliable = false |
||
| ) |
Control the relay for the voice over IP channel.
| sender | Node associated to the request. |
| userSender | User sending data. |
| data | Data that is relayed to other users. |
| target | User receiving data. |
| receiverSetting | Who should receive the data stream. |
| isReliable | Is the transaction reliable? |
Implemented in umi3d.edk.collaboration.RelayVolume.


@* * Copyright 2023 HM Revenue & Customs * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. *@ @()(implicit applicationConfig: ApplicationConfig)
Version 1.2 issued 18 December 2018
These terms of use explain what you can expect from us and what we expect from you when creating and operating software services that consume HMRC Application Programming Interfaces (APIs) hosted on the HMRC Developer Hub. They do not create a legal relationship between HMRC and any software developer.
We reserve the right to remove your access to the Developer Hub and its APIs temporarily or permanently.
These terms may change from time to time and we will let you know when this happens. For major changes you may need to re-accept these terms of use, but for minor changes we will assume you agree to the changes unless we hear from you.
If you have any questions ask for support.
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If you withdraw a piece of software or a user stops using it, you must let them retrieve and export all their data so they can meet their obligations to us.
We recommend using multi-factor authentication to protect personal data.
You may need to pay a data protection fee (opens in a new tab) if your software processes personal data.
You must help us protect our users’ confidential data by sending us particular types of user audit data which we will record. Our APIs provide HTTP headers that you can use to pass this audit data to us. See how to do this under fraud prevention.
Supplying header information for all our APIs will become mandatory - so we recommend designing it into your applications now.
To find out if header information is mandatory for an API that you use, read its API documentation.
If you store and process their personal data, you must tell users:
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You must:
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You cannot use our HMRC brand in any way including logo placement on your website.
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We recommend following the security principles of:
We expect you to look out for and block suspicious attempts to access or manipulate user accounts.
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---
sort_order: 57
tei_id: rdx_191dd.p.idp7276912
annotation_count: 0
images:
small-thumbnail: https://readux.ecds.emory.edu/books/emory:191dd/pages/emory:rff28/mini-thumbnail/
json: https://readux.ecds.emory.edu/books/emory:191dd/pages/emory:rff28/info/
full: https://readux.ecds.emory.edu/books/emory:191dd/pages/emory:rff28/fs/
page: https://readux.ecds.emory.edu/books/emory:191dd/pages/emory:rff28/single-page/
thumbnail: https://readux.ecds.emory.edu/books/emory:191dd/pages/emory:rff28/thumbnail/
title: Page 57
number: 57
---
{% raw %}JEALOUSY. 57{% endraw %}
{% raw %}"Mauvais sent a message to a lady, an' I didn't do the{% endraw %}
{% raw %}eiTand right."{% endraw %}
{% raw %}" Was it that Newcome girl ?" she asked, ber eyes glittering{% endraw %}
{% raw %}with rage.{% endraw %}
{% raw %}Henri winced under the sense of "getting himself into{% endraw %}
{% raw %}trouble" more than of guilt or treachery, as he confessed that{% endraw %}
{% raw %}it was she. Nor was that all; for Ka-shaw -would have every{% endraw %}
{% raw %}particular of the message, presents and all.{% endraw %}
{% raw %}" Aud those very berries I gathered this morning!" she{% endraw %}
{% raw %}exclaimed, fiercely. " I wonder if he thinks I will gather{% endraw %}
{% raw %}berries for him to court white ladies -U'ith!"{% endraw %}
{% raw %}At this moment the master's voice was heard calling—{% endraw %}
{% raw %}" Henri! Henri!" in answer to which the boy crept cautiously{% endraw %}
{% raw %}up the stairs again, keeping a sharp look-out for the lash of{% endraw %}
{% raw %}the horsewhip. But the lash did not descend, though it was{% endraw %}
{% raw %}held aloft in a threatening manner; and the trader's eyes{% endraw %}
{% raw %}twinkled with merriment, notwithstanding his brows were{% endraw %}
{% raw %}gathered in a strange frown.{% endraw %}
{% raw %}" Will you ever lie to me again, you Indian rascal ?   "I Omaha, Mauvais," he said,{% endraw %}
{% raw %}sullenly.{% endraw %}
{% raw %}" Do Omahas lie ? Ah, you have nothing to say for your¬{% endraw %}
{% raw %}self. Now go and tell Jose to put the horses to, in double{% endraw %}
{% raw %}quick. The blacks, Henri; and tell Jose to see that they are{% endraw %}
{% raw %}looking nice, or I'll thrash you both,"{% endraw %}
{% raw %}^ The boy went very willingly, and the trader resumed his{% endraw %}
{% raw %}cigar for a moment, then rose, and went into a chamber off{% endraw %}
{% raw %}from the balcony. Ka-shaw was there before him.{% endraw %}
{% raw %}'' Where's my best coat, Ka-shaw ?"{% endraw %}
{% raw %}'•"What you want of your best coat, Mauvais?  Where have you hid the thing, you witch ?"{% endraw %}
{% raw %}"Mauvais can't have his coat," said the Indian woman,{% endraw %}
{% raw %}quietly.{% endraw %}
{% raw %}"WharlB the cause of this fol-de-rol?" asked Mauvais,{% endraw %}
{% raw %}angrily.{% endraw %}
{% raw %}" You can go to see that Newcome girl in your old clothes,"{% endraw %}


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Before Change
// [START run]
def main(project_id, query_string, batch, num_retries, interval):
service = get_service()
query_job = async_query(service,
project_id,
query_string,
After Change
def main(project_id, query_string, batch, num_retries, interval):
// [START build_service]
// Grab the application"s default credentials from the environment.
credentials = GoogleCredentials.get_application_default()
// Construct the service object for interacting with the BigQuery API.
bigquery = discovery.build("bigquery", "v2", credentials=credentials)
// [END build_service]
// Submit the job and wait for it to complete.
query_job = async_query(
bigquery,
project_id,
query_string,
batch,
num_retries)
poll_job(bigquery, query_job)
// Page through the result set and print all results.
page_token = None
while True:
page = bigquery.jobs().getQueryResults(
pageToken=page_token,
**query_job["jobReference"]).execute(num_retries=2)
print(json.dumps(page["rows"]))
page_token = page.get("pageToken")
if not page_token:
break
// [END run]


- Bug fix for
custom_query
argument with Geocodio batch geocoding (#48).
- Fixed an issue that prevented installation on R < 4.0. (#35).
- Updated package documentation. Added examples to utility functions
query_api()
and get_api_query()
.
New Functionality
-
New geocoder services: Support for the Geocodio and Location IQ services has been added.
-
Batch geocoding (geocoding multiple addresses per query) is now available for both the Census and Geocodio services.
-
Full results from the geocoder services can now be returned by using
full_results = TRUE
. This will return all data provided by the geocoder service instead of just latitude and longitude coordinates. Additionally, the return_type = 'geographies'
argument for the Census geocoder will return geography columns.
-
Address component arguments: As an alternative to specifying a single-line address, address component arguments are now supported (
street
, city
, county
, postalcode
, country
).
-
Customizable queries: Geocoding queries can now be customized using the
limit
and custom_query
arguments (see the geo()
function for details).
-
Smart address handling: Only unique addresses are passed to geocoder services, but the rows in the original data are preserved.
-
Usage limits: The OSM and IQ services by default are now limited to submitting one query per second (per the
min_time
argument in geo()
) to respect usage limits. This should fix the past issue of users being locked out of the OSM service due to usage limit violations.
- The
cascade
method can now be customized by using the cascade_order
argument (see geo()
documentation)
-
Custom API URLs can now be specified. This will allow users to specify their own local Nominatim server, for instance.
- The parameters passed to the geocoder service are now displayed to the console when
verbose = TRUE
Under the Hood Improvements
-
Reduced dependencies: The package has been overhauled so that the only remaining dependencies are
tibble
, dplyr
, jsonlite
, and httr
. The package no longer has direct dependencies on tmaptools
, stringr
, purrr
, tidyr
, and rlang
.
- All geocoding queries are now directly executed by
httr
. The inbuilt api_parameter_reference
dataset is used to map standard “generic” parameter names to the parameter names used by each specific geocoder service.
- All geocoding functionality has been centralized in the
geo()
function. Users can still use geocode()
, geo_osm()
, and geo_census()
as before. However, geo_osm()
and geo_census()
are now just convenience functions that call geo()
and geocode()
passes all addresses to geo()
for geocoding.
Per CRAN request, fixed an issue where the example for R/geocode.R failed. Only change required was to add a library(dplyr) statement.
Initial CRAN release. Per CRAN request:
- Replaced
print()
with warning()
to make suppressing console output possible.
- Replaced
\dontrun
with \donttest
in .R files


public class CouchDbCloneClient
extends org.lightcouch.CouchDbClient
| Constructor and Description |
|---|
CouchDbCloneClient(org.lightcouch.CouchDbProperties properties)
This constructor works as the single parameter constructor of
CouchDbClient but clones the properties object first.
|
batch, bulk, changes, contains, context, design, executeRequest, find, find, find,
find, find, findAny, getBaseUri, getDBUri, getGson, invokeUpdateHandler,
invokeUpdateHandler, post, remove, remove, replication, replicator, save,
saveAttachment, saveAttachment, setGsonBuilder, syncDesignDocsWithDb, update,
view


Autocomplete example using aioreactive
Example to show combining input events such as keyup with Ajax requests
Enter Query for Wikipedia


Multiple Angular CLI Test configurations.
July 15th, 2019
Angular Testing
When you generate something (component, service, pipe, etc) with the Angular CLI it also creates an associated spec file for testing that file. By default the main code file is named [name you provided].[type of file].ts and the spec file is named [name your provided].[type of file].spec.ts. So if you follow the Angular naming conventions all your component test files end in “.component.spec.ts” and all your service test files end in “.service.spec.ts”. This is good because we can use this pattern to run only a certain set of tests.
If you examine your angular.json file there will be a “test” property somewhere in the structure of your main angular project. There are two properties we are concerned with “main” which by default points to “src/test.ts” and “tsConfig” which points to “src/tsconfig.spec.json”. So when we use the command “ng test” it will by default use the settings assigned to “test” in the angular.json file. We would like to override those, but first lets understand what test.ts and tsconfig.spec.json are actually doing.
The test.ts file is the file that Karma uses to setup the test environment for Angular and load all the spec files. The default looks like this:
import 'zone.js/dist/zone-testing';
import { getTestBed } from '@angular/core/testing';
import {
BrowserDynamicTestingModule,
platformBrowserDynamicTesting
} from '@angular/platform-browser-dynamic/testing';
declare const require: any;
// First, initialize the Angular testing environment.
getTestBed().initTestEnvironment(
BrowserDynamicTestingModule,
platformBrowserDynamicTesting()
);
// Then we find all the tests.
const context = require.context('./', true, /\.spec\.ts$/);
// And load the modules.
context.keys().map(context);
The tsconfig.spec.json file is used to by the typescript compiler to specify which files to load and compile. The default looks like this:
{
"extends": "../tsconfig.json",
"compilerOptions": {
"outDir": "../out-tsc/spec",
"baseUrl": "./",
"module": "commonjs",
"types": [
"jasmine",
"node"
]
},
"files": [
"test.ts",
"polyfills.ts"
],
"include": [
"**/*.spec.ts",
"**/*.d.ts"
]
}
Creating an alternative test setup for service tests
If you wanted to run only your service tests I suggest you do the following: 1) Create a new file in the src directory called test-services.ts and paste in:
import 'zone.js/dist/zone-testing';
import { getTestBed } from '@angular/core/testing';
import {
BrowserDynamicTestingModule,
platformBrowserDynamicTesting
} from '@angular/platform-browser-dynamic/testing';
declare const require: any;
// First, initialize the Angular testing environment.
getTestBed().initTestEnvironment(
BrowserDynamicTestingModule,
platformBrowserDynamicTesting()
);
// Then we find all the tests.
const context = require.context('./', true, /\.service\.spec\.ts$/);
// And load the modules.
context.keys().map(context);
2) Create a new file in the src directory called tsconfig.services.spec.json and paste in:
{
"extends": "../tsconfig.json",
"compilerOptions": {
"outDir": "../out-tsc/spec",
"baseUrl": "./",
"module": "commonjs",
"types": [
"jasmine",
"node"
]
},
"files": [
"test-services.ts",
"polyfills.ts"
],
"include": [
"**/*.service.spec.ts",
"**/*.d.ts"
]
}
Normally when you run your tests using “ng test” on the command line it will use the default test.ts and tsconfig.spec.ts files. Instead now you will pass two additional flags to the ng test command.
ng test --main src/test-services.ts --ts-config src/tsconfig.services.spec.json
Summary
By creating seperate test-[type].ts and and tsconfig.[type].spec.ts files we can easily run the tests we would like instead of all the tests in the suite. You can also use the “exclude” property if you wanted to run all your service, pipe, etc. tests, but not your component tests.


Follow me on Github
Home
Recent Projects
Programming Language Suggester
Roman Numeral Translator
Palindrome Checker


PayPal Partners |
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*First name:
Middle initial:
*Last name:
Maiden name:
*Date of birth – MM/DD/YYYY:
*Gym:
*Health Plan ID: (numbers only)
*Address 1:
Address 2:
*City:
*State: Select a State Alabama Alaska Arizona Arkansas California Colorado Connecticut Delaware Florida Georgia Hawaii Idaho Illinois Indiana Iowa Kansas Kentucky Louisiana Maine Maryland Massachusetts Michigan Minnesota Mississippi Missouri Montana Nebraska Nevada New Hampshire New Jersey New Mexico New York North Carolina North Dakota Ohio Oregon Pennsylvania Rhode Island South Carolina South Dakota Tennessee Texas Utah Vermont Virginia Virgin Islands Washington Washington D.C. West Virginia Wisconsin Wyoming
*Zip Code:


Shranchit Sachdeva
President
Nithish Kumar
Vice President
Aditya Majali
Treasurer
Shirin Kaushik
Secretary
Deepadharrshini
At Large
Om Adideva
At Large
Pragya Sinha
President
Kunal Pandey
Vice President
Rakshit Bajaj
Treasurer
Haribalaji A
Secretary
Aiswarya Kannan
At Large
Sathishkumar SV
At Large
Ajay Prasad
President
Roshan Murali
Vice President
Mitali Shah
Treasurer
Kasturi Thakare
Secretary
Kumar Yash
At Large
Sevuga Karthick Kumar
At Large
Shreyas Ganesan Iyer
President
Himanshu Gupta
Vice President
Richanshu Mishra
Treasurer
Ayushi Agarwal
Secretary
Saurabh Nerkar
At Large
Guruprasaath Suresh
At Large


| 4 | (A) | and also Iustece of .. ...... landes |
| 4 | (C) | And Iewes Iustice also of Iudeus londe |
| 4 | (D) | And Iwyn hey Iustise | also of Iudees londe |
| 4 | (E) | An iewyn iustice also . of iudees londe . |
| (Ex) | ---- no text ---- | |
| 4 | (L) | & Iewen iustice also in Iudeus londis |
| 4 | (P) | And demed Iustyse of þe Iues londes |
| 4 | (U) | And iewen Iustice also · of iudee lond |
| (V) | ---- no text ---- |


Data Description
Prompt Types
There are six different prompt types, encoding the task with was requested of the child. Please see section 3.1 of Eshky et al (2018) for further details.
| Type | ID | UXTD | UXSSD | UPX | UX2020 |
|---|---|---|---|---|---|
| Words | A | 962 (26) | 2708 (291) | 3838 (455) | 935 (109) |
| Non-words | B | 607 (27) | 495 (59) | 560 (60) | - |
| Sentence | C | 0 (0) | 445 (35) | 1020 (128) | 553 (15) |
| Articulatory | D | 2934 (45) | 132 (17) | 211 (21) | 574 (22) |
| Non-speech | E | 116 (2) | 9 (1) | 302 (1) | 88 (2) |
| Other | F | 0 (0) | 56 (12) | 61 (1) | - |
| Total | 4619 (100) | 3845 (415) | 5992 (682) | 2150 (148) |
Speech Hours
The following hours of speech and silence are rounded to two decimal places and are estimated using the speaker labels that accompany each dataset.
| UXTD | UXSSD | UPX | |
|---|---|---|---|
| Child speech | 2.24 (28.39%) | 3.66 (34.45%) | 7.27 (38.70%) |
| SLT speech | 1.24 (15.74%) | 1.81 (16.99%) | 1.92 (10.23%) |
| Total speech | 3.47 (44.12%) | 5.47 (51.43%) | 9.19 (48.93%) |
| Initial silence | 1.41 (17.96%) | 0.91 (8.55%) | 0.78 (4.17%) |
| Medial silence | 1.99 (25.30%) | 3.48 (32.69%) | 7.11 (37.83%) |
| Final silence | 0.99 (12.61%) | 0.78 (7.32%) | 1.70 (9.07%) |
| Total silence | 4.40 (55.88%) | 5.16 (48.57%) | 9.59 (51.07%) |
| Total Audio | 7.87 | 10.63 | 18.78 |


|
||||||||||
| PREV PACKAGE NEXT PACKAGE | FRAMES NO FRAMES |
| Class Summary | |
|---|---|
| ClasspathResourceLoader | ClasspathResourceLoader is a simple loader that will load templates from the classpath. |
| DataSourceResourceLoader | This is a simple template file loader that loads templates from a DataSource instead of plain files. |
| FileResourceLoader | A loader for templates stored on the file system. |
| JarHolder | A small wrapper around a Jar |
| JarResourceLoader | ResourceLoader to load templates from multiple Jar files. |
| ResourceLoader | This is abstract class the all text resource loaders should extend. |
| ResourceLoaderFactory | Factory to grab a template loader. |
| StringResourceLoader | Resource loader that works with Strings. |
| URLResourceLoader | This is a simple URL-based loader. |
|
||||||||||
| PREV PACKAGE NEXT PACKAGE | FRAMES NO FRAMES |


ADDFTINFO(1) ADDFTINFO(1) NAME addftinfo - add information to troff font files for use with groff SYNOPSIS addftinfo [ -v ] [ -param value... ] res unitwidth font DESCRIPTION addftinfo reads a troff font file and adds some additional font-metric information that is used by the groff system. The font file with the information added is written on the standard output. The information added is guessed using some parametric information about the font and assumptions about the traditional troff names for characters. The main information added is the heights and depths of characters. The res and unitwidth arguments should be the same as the corresponding parameters in the DESC file; font is the name of the file describing the font; if font ends with I the font will be assumed to be italic. OPTIONS -v prints the version number. All other options changes one of the parameters that is used to derive the heights and depths. Like the existing quantities in the font file, each value is in inches/res for a font whose point size is unitwidth. param must be one of: x-height The height of lowercase letters without ascenders such as x. fig-height The height of figures (digits). asc-height The height of characters with ascenders, such as b, d or l. body-height The height of characters such as parentheses. cap-height The height of uppercase letters such as A. comma-depth The depth of a comma. desc-depth The depth of characters with descenders, such as p,q, or y. body-depth The depth of characters such as parentheses. addftinfo makes no attempt to use the specified parameters to guess the unspecified parameters. If a parameter is not specified the default will be used. The defaults are chosen to have the reasonable values for a Times font. SEE ALSO groff_font(5), groff(1), groff_char(7) Groff Version 1.21 31 December 2010 ADDFTINFO(1)


Malaysia’s labour force participation rate increases to 68.7pc in September
KUALA LUMPUR, Nov 11 — The labour force participation rate in Malaysia for the month of September this year increased 0.1 percentage point to 68.7 per cent as compared to the previous months, said the Department of Statistics Malaysia.
It also saw an increase of 0.2 percentage points as compared to Sept 2018 , which was 68.5 per cent.
The Department of Statistics Malaysia, in a statement, reported that the number of labour force in September this year rose 2.0 per cent against September 2018 to 15.75 million persons.
During the same period, the number of employed persons also increased 2.0 per cent to 15.23 million, it said.
The unemployment rate in the September remained at 3.3 per cent since May, while the number of unemployed in September was 521,400 persons, an increase of 0.2 per cent from the previous month.
According to the department, there are 7.16 million people who are of the working age, but are outside the workforce in September.
“A total of 31.3 per cent of the working age population (15 to 64 years) were outside the labour force which comprised housewives, students, retirees and those not interested to work,” it said. — Bernama


Fit censored linear regression models where the random errors follow a finite mixture of Scale Mixture Normal distributions. Fit censored linear models of finite mixture multivariate Student-t and Normal distributions. Fit censored mixture regression models based on scale mixture of normal distributions.
| Version: | 3.1 |
| Imports: | mixsmsn, mnormt, mvtnorm, ClusterR, trimcluster |
| Published: | 2018-04-14 |
| Author: | Luis Benites Sanchez[cre, aut], Victor Hugo Lachos[cre, aut], Edgar J. Lopez Moreno[ctb] |
| Maintainer: | Luis Benites Sanchez <lbenitesanchez at gmail.com> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| CRAN checks: | CensMixReg results |
| Reference manual: | CensMixReg.pdf |
| Package source: | CensMixReg_3.1.tar.gz |
| Windows binaries: | r-devel: CensMixReg_3.1.zip, r-release: CensMixReg_3.1.zip, r-oldrel: CensMixReg_3.1.zip |
| OS X binaries: | r-release: CensMixReg_3.1.tgz, r-oldrel: CensMixReg_3.1.tgz |
| Old sources: | CensMixReg archive |
Please use the canonical form https://CRAN.R-project.org/package=CensMixReg to link to this page.


VERY URGENT PLEASE FROM JOHN KAMARA COTE D'IVOIRE ABIDJAN<EMAIL_ADDRESS>Dear I am Mr.JOHN KAMARA from Ivory Coast. we are orphans being that I lost our late father's a couple of months ago.our late father was a serving director of the Cocoa exporting board until his death. He was assassinated last january by the rebels following the political uprising. Before his death he has account in a bank here in Côte d´Ivoire, having up to the sum of $18M which he told the bank was for the importation of cocoa processing machine.  This is my reason for writing to you. Please if you are willing to assist me and my only sister, indicate your interest in replying soonest.Please contacts me at this email<EMAIL_ADDRESS>Thanks and best regards . Mr.JOHN KAMARA


Mario mugs, Zelda tote bags as Nintendo opens first Tokyo store
Nintendo this week throws open the doors to its first bricks-and-mortar store in Tokyo, offering everything from Super Mario mugs to Zelda handbags as part of a new gaming complex in the heart of the city.
Set in a refashioned department store on one floor just minutes from the famed "scramble crossing" in Shibuya district, the giant retail space also includes shops selling merchandise from some of the biggest names in gaming including Capcom and Pokemon.
Nintendo's outlet is the game giant's first directly operated in Japan, and only its second worldwide following a similar New York shop.
"Young people and foreign people flock to Shibuya. We picked this location, aiming to attract a wide range of people," a Nintendo official said at a press preview before Friday's official opening.
Half its stock will be available exclusively at the store, with the 1,000 items on sale ranging from game hardware and software to clothing, mugs and stationery branded with Mario, Zelda and other characters from the firm's hit game titles.
On the same floor are several shops offering goods by other big-name gaming brands, in what officials hope will become a major draw for tourists and local fans of Japanese games and comics.
Next to the Nintendo store is a shop offering physical versions of items seen in the Touken Ranbu video game, including a silver hand mirror in a wooden box on sale for around $460.
Another store offers items from Monster Hunter and other Capcom games, while a third specialises in goods featuring heroes from "One Piece" and other manga comics that have grown from the popular JUMP weekly.
There's even a Pokemon Center shop, with swanky offerings featuring the game's famed star character Pikachu—including a statuette studded with Swarovski crystals.
Nintendo has had enormous success with its Switch console, and unveiled the pocket-sized Switch Lite earlier this year.
It has also seen brisk demand for its games, with this year's releases "Super Mario Maker 2", "The Legend of Zelda: Link's Awakening" and "Fire Emblem: Three Houses" all becoming multimillion-unit sellers.


?The
New
York
Botanical
Garden
Cajanus
cajan
(L.)
Huth
det.
M.
Nee,
2011
NEW
YORK
BOTANICAL
GARDEN
FIELD
MUSEUM
OF
NATURAL
HISTORY
EXPLORATION
OF
THE
BAHAMAS.
Percy
Wilson,
collector.
EXUMA
CHAIN,
Harvest
Cay.
DEC.
28,
1907.
New
York
Botanical
Garden
1616154
Legend -
Level of confidence that token is an accurately-transcribed word
extremely low
very low
low
undetermined
medium
high
very high


---
short: t-modifydate
type: transformer
color: indigo
title: Modify date
description: Adds or subtracts days from xsd:date literals.
---
Transformer, allows the user to add or subtract days from a date represented as xsd:date literal.
- Input predicate
- The predicate used in triples, where the object is the date to be shifted.
- Shift date by
- Number of days to shift the date by. Can be a positive and negative integer.
- Output predicate
- The predicate to be used in output triples to store the shifted date.
Characteristics
- ID
- {{ page.short }}
- Type
- {{ page.type }}
- Inputs
- RDF single graph
- Outputs
- RDF single graph
- Look in pipeline


{# # Copyright 2014–2015 Justin Lardinois # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. ############################################################################### # pcrp/templates/hub.html - a component of pCRP # # template for hub -#}
Paper registration deadline: {{ metadata.registration_deadline }} (UTC)
Paper submission deadline: {{ metadata.submission_deadline }} (UTC)
Paper review deadline: {{ metadata.review_deadline }} (UTC)
Make sure to register your conflicts of interest.
{% if now > metadata.registration_deadline and now < metadata.submission_deadline and current_user.program_committee %}Program committee members: make sure to indicate your review preferences before the paper submission deadline.
{% endif %} {% if current_user.pc_chair and now > metadata.submission_deadline %}Program committee chairs: make sure to assign reviews soon so the committee has ample time to review before the deadline.
{% endif %} {% if current_user.pc_chair and now < metadata.submission_deadline %}Program committee chairs: make sure to finalize review questions before the paper submission deadline.
{% endif %}{{ metadata.hub_message|safe }}


CodeFactory Install and Setup
Use the following steps to install the CodeFactory Runtime Visual Studio Extension:
Step 1: Download the CodeFactory for Visual Studio Runtime
Get the latest release of the CodeFactory Runtime installer from here.
Step 2: Execute the VSIX Installer
Simply run the VSIX installer that was downloaded in Step 1 on the same machine that your copy of Visual Studio is installed on.
There is also a video tutorial that guides the install process here
Step 3: License Key Activation
Once the VSIX has installed CodeFactory Runtime, launch Visual Studio 2019, and follow these steps to add your license key (which was included in the email confirmation).
- From Visual Studio 2019, click the Extensions menu, select CodeFactory > License Information
- From the [cF] License Information screen, click “Activate License”
- Copy the license key that was included in your email receipt/confirmation and “Paste From Clipboard” as shown below. Once the license key is pasted/visible in the Enter License text box click “Activate License”.
- From the [cF] License Information screen you should now see your license information displayed.
Click “Close” and your CodeFactory license is now activated.
Install Codefactory SDK
Once you have completed the setup of CodeFactory RunTime, the next step is to install the CodeFactory SDK. CodeFactory SDK Install Instructions
Guidance
Once you have completed the setup of CodeFactory you can return to guidance here.


| Package | Description |
|---|---|
| energy.usef.dso.model |
Model classes of the Distribution System Operator.
|
| energy.usef.dso.repository |
Repository classes of the Distribution System Operator.
|
| energy.usef.dso.service.business |
Business classes of the Distribution System Operator.
|
| energy.usef.dso.workflow.transformer |
Transformer classes of the Distribution System Operator.
|
| Class and Description |
|---|
| Aggregator
Entity class
Aggregator : This class is a representation of a Aggregator in the planboard. |
| CommonReferenceOperator
Entity for the COMMON_REFERENCE_OPERATOR table.
|
| CongestionPointStatus
An enumeration to represent if a
CommonReferenceUpdateCongestionPoint is updated, deleted or modified. |
| EventType
This enum is used to store the EventType in the DSO Model.
|
| SynchronisationCongestionPoint
Entity for the SYNCHRONISATION_CONNECTION Table.
|
| SynchronisationCongestionPointStatus
Entity for the SYNCHRONISATION_CONNECTION_STATUS Table.
|
| SynchronisationConnection
Entity for the SYNCHRONISATION_CONNECTION Table.
|
| SynchronisationConnectionStatusType
Enumeration of the several allowed status of a
SynchronisationCongestionPoint in the BRP database. |
| Class and Description |
|---|
| Aggregator
Entity class
Aggregator : This class is a representation of a Aggregator in the planboard. |
| AggregatorOnConnectionGroupState
Entity with the state of the belonging of an aggregator on a connection group.
|
| CommonReferenceOperator
Entity for the COMMON_REFERENCE_OPERATOR table.
|
| ConnectionMeterEvent
JPA Entity for storing ConnectionMeterEvent's.
|
| GridSafetyAnalysis
Entity class
GridSafetyAnalysis : This class is an implementation of Document class for a GridSafetyAnalysis. |
| MeterDataCompany
Entity class
MeterDataCompany : This class is a representation of a Meter Data Company (MDC) for the DSO role. |
| NonAggregatorForecast
Entity class
NonAggregatorForecast : This class is an implementation of Document class for a
NonAggregatorForecast. |
| PtuGridMonitor
Entity class
PtuGridMonitor : This class is a representation of a PTU-GridMonitor for the DSO role. |
| SynchronisationCongestionPoint
Entity for the SYNCHRONISATION_CONNECTION Table.
|
| SynchronisationConnectionStatusType
Enumeration of the several allowed status of a
SynchronisationCongestionPoint in the BRP database. |
| Class and Description |
|---|
| Aggregator
Entity class
Aggregator : This class is a representation of a Aggregator in the planboard. |
| AggregatorOnConnectionGroupState
Entity with the state of the belonging of an aggregator on a connection group.
|
| CommonReferenceOperator
Entity for the COMMON_REFERENCE_OPERATOR table.
|
| ConnectionCapacityLimitationPeriod |
| ConnectionMeterEvent
JPA Entity for storing ConnectionMeterEvent's.
|
| GridSafetyAnalysis
Entity class
GridSafetyAnalysis : This class is an implementation of Document class for a GridSafetyAnalysis. |
| MeterDataCompany
Entity class
MeterDataCompany : This class is a representation of a Meter Data Company (MDC) for the DSO role. |
| NonAggregatorForecast
Entity class
NonAggregatorForecast : This class is an implementation of Document class for a
NonAggregatorForecast. |
| PtuGridMonitor
Entity class
PtuGridMonitor : This class is a representation of a PTU-GridMonitor for the DSO role. |
| SynchronisationCongestionPoint
Entity for the SYNCHRONISATION_CONNECTION Table.
|
| Class and Description |
|---|
| ConnectionCapacityLimitationPeriod |
| ConnectionMeterEvent
JPA Entity for storing ConnectionMeterEvent's.
|
| EventType
This enum is used to store the EventType in the DSO Model.
|
| GridSafetyAnalysis
Entity class
GridSafetyAnalysis : This class is an implementation of Document class for a GridSafetyAnalysis. |
| NonAggregatorForecast
Entity class
NonAggregatorForecast : This class is an implementation of Document class for a
NonAggregatorForecast. |
| PtuGridMonitor
Entity class
PtuGridMonitor : This class is a representation of a PTU-GridMonitor for the DSO role. |
Copyright © 2016. All rights reserved.


9th December 2021, Valsad,India
A confident boy with great sense of humour, amazing entrepreneur skills and a big foodie.
A fun loving girl who likes to travel a lot. A enthusiatic coder by nature and a pure soul by heart.
Venue :- K Road, Common Plot, Near Swaminrayan Temple, Pali Hills, Valsad
Venue :- B/H PadarDevi Temple, MograWadi, Valsad
Venue :- Sai Shagun, besides Saibaba Temple, Tithal, Valsad
Venue :- Sai Shagun, besides Saibaba Temple, Tithal, Valsad
Venue :- Sai Shagun, besides Saibaba Temple, Tithal, Valsad
Venue :- Sanskar Kendra, Valsad
Please Fill-up the form to notify you that you're attending. Thanks.


title
and description
so one can use htmltools tags.tab
and tab_id
arguments to trigger open tabs.is_id
argument to step
and highlight
method to allow using other selectors than #id
, see #7on_highlighted
to run JavaScript functions when the step is highlighted, see #13on_highlight_started
and on_next
to step functions see #15Deprecated the has_next_step
, get_previous_el
, and get_highlighted_el
methods, which were partly broken and mainly inadequate, in favour of get_next
and get_previous
methods. They contain all the information that was returned by the methods they deprecate and work better. They are fired when the user clicks next or previous.


--- layout: post title: assert_select post_id: 132 categories: - tips & tricks date: 2007-01-02 14:01:00.000000000 -07:00 author: Jamis permalink: 2007/1/2/assert_select.html ---
I’m going to be experimenting with a new regular feature called “TADFALAICKIU (EW, AH)”, which is an acronym for “Tip A Day For As Long As I Can Keep It Up (Except Weekends, And Holidays)”. In other words, I’ll be posting short little pointers and suggestions that I’ve found useful, as frequently as I can (hopefully every weekday).
To start things off, let me just introduce a little nugget of beauty that I discovered today. It’s been in edge Rails for a while, and others have blogged about it before. Stated simply, assert_select
is a wonderful thing.
Consider the following monstrosity, coded using assert_tag
:
1 2 3 |
assert_tag :tag => "img", :attributes => { :src => "/0000/0001/logo.gif", :alt => "My Company" }, :parent => { :tag => "div", :attributes => { :id => "logo_box" } } |
Basically, all it does is search the response for an image tag with the given “src” and “alt” attributes, which happens to be enclosed within a “div” tag with an id of “logo_box”.
Now, behold it rewritten to use assert_select
:
assert_select "div#logo_box img[src=/0000/0001/logo.gif][alt=My Company]" |
This is where it’s at people. Forget assert_tag
, it’s ancient history. assert_select
the future!
(Although assert_tag
is not yet deprecated, it will be eventually, so after upgrading to Rails 1.2, you’ll want to make sure you’re using assert_select
instead.)


The one characater performance fix
Note: This writeup is based on a production issue that I encountered for a vendor app. I used what I learned from the experience to write up an independent demo to show the potential impact this problem can have on a production system.
We’re going to demonstrate the impact of parameter data types on performance. For this scenario we will create a 1 table database that contains user sessions. During typical use, we’d have 1 row per active session in this table and inactive sessions are cleared on a schedule. We will use a session_cookie
column to store the unique cookie that identifies a session, then on every time we need to check if a session is valid, we will use a query to check for this. The code below creates a table and simulates 50,000 active sessions.
DROP TABLE IF EXISTS dbo.sessions
CREATE TABLE dbo.sessions(
id BIGINT IDENTITY(1,1) NOT NULL,
session_cookie VARCHAR(32) NULL,
ts DATETIME NULL
INDEX IX1(session_cookie)
)
DECLARE @i int = 0
SET NOCOUNT ON
WHILE @i < 50000 BEGIN
SELECT @i = @i + 1
INSERT INTO [dbo].[sessions] (ts, session_cookie)
VALUES (GETDATE(), REPLACE(CAST(NEWID() AS VARCHAR(64)), '-','')
)
END
In our scenario, our application uses a parameterized query (likely product of an ORM) to check for sessions as below:
DECLARE @p1 NVARCHAR(4000) = 'mycookievalue'
SELECT id, ts FROM sessions WHERE ( session_cookie = @p1 )
At a first glance, you may think this is a pretty OK query given the parameterization as well as the existence of an index on the session_cookie column we are filtering for. But when we look at the execution plan, it’s quite disappointing (400 logical reads):
The little exclamation point is trying to tell us why this is happening, specifically Type conversion in expression CONVERT_IMPLICIT(nvarchar(32),[sample].[dbo].[sessions].[session_cookie],0)=[@p1] may affect "seek plan" in query plan choice
. What this is telling us is, the data type of our column is VARCHAR but the parameter we’re passing is a NVARCHAR and SQL Server is not able to use the index that’s in place and is instead casting every value in the column while scanning the entire table to see if there is a match. Now let’s take this advice and fix our query by removing the extra “N”:
DECLARE @p1 VARCHAR(4000) = 'mycookievalue'
SELECT id, ts FROM sessions WHERE ( session_cookie = @p1 )
And we’re now getting a much better plan (3 logical reads):
To put this in perspective - in our case this was the difference between 100% CPU vs 10% CPU on an otherwise quite busy system (storing sessions is a minor functionality for this application). Let’s demonstrate that with a quick Python script:
import pyodbc
import concurrent.futures
import time
def run_query(cnt):
query = """ DECLARE @p1 NVARCHAR(4000) = 'mycookievalue'
SELECT id FROM sessions WHERE ( session_cookie = @p1 ) """
connection_string = 'Driver={ODBC Driver 17 for SQL Server};Server=tcp:myserver,1433;Database=sample;Uid=myuser;Pwd=mypw'
conn = pyodbc.connect(connection_string)
cursor = conn.cursor()
start_time = time.time()
for i in range(cnt):
cursor.execute(query)
conn.close()
return time.time() - start_time
if __name__ == "__main__":
thread_count = 25
run_count = 500
with concurrent.futures.ThreadPoolExecutor(max_workers=thread_count) as executor:
futures = [executor.submit(run_query, run_count)
for _ in range(thread_count)]
results = [f.result() for f in futures]
runtime = sum(results)
print(
f"Completed {thread_count} threads with {run_count} queries each, total time: {runtime:.4f}s")
This script creates 25 threads to run this query 500 times each. This is not an unrealistic scenario, if anything in a real world scenario there would be more concurrent requests as every page load in this application needs this data. Running this test with the original code on a respectable 8 core server doing nothing else yields this:
> python .\sqltest.py
Completed 25 threads with 500 queries each, total time: 678.3122s
When we report this issue, the vendors knee-jerk response is usually that we need to rebuild our indexes (failing to acknowledge that this is indeed a design flaw) So let’s do that to demonstrate how that changes things.
ALTER INDEX ALL ON sessions REBUILD
EXEC sp_updatestats
And now we get
> python .\sqltest.py
Completed 25 threads with 500 queries each, total time: 521.9987s
There is definitely some improvement (confirmed over multiple runs) if we rebuild the index after the inserts. But we’re still pegging the CPU with 25 threads. Now let’s apply our one character fix by running the same Python script but replacing NVARCHAR(4000)
with VARCHAR(4000)
to see what this gives us. (The database was rebuilt for this run, without doing any index rebuilds - so same setup as test 1)
> python .\sqltest.py
Completed 25 threads with 500 queries each, total time: 47.4932s
This is a great example on how important it is to use correct data types for parameters - especially in frequently executed critical queries. I’ve run into this situation in other scenarios where tables where created using VARCHAR
columns and the ORM (Spring/Boot for example) default to NVARCHAR since the strings in the language are Unicode by default. In this case it may be best to use NVARCHAR
in SQL - especially if you can get Unicode input but a quick fix can be to tell your driver that your strings in SQL Server are not Unicode by using a connection string parameter like sendStringParametersAsUnicode=false
for jTDS. This is only a good idea if you don’t use NVARCHAR
at all and is a quick fix/workaround, documentation for jTDS can be found here


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AMORES PERROS A film review by Steve Rhodes Copyright 2001 Steve Rhodes RATING (0 TO ****): * 1/2
When a movie "opens" with an admonition that you can safely ignore the violence against animals since no animals were actually harmed during its production, you know that something is up. AMORES PERROS (LOVE'S A BITCH), an extremely disturbing Mexican film that received one of this year's Academy Award nominations for best foreign film, is a perfect picture for those who think that the violence in movies today is not intense enough.
Using a format similar to Steven Soderbergh's TRAFFIC, the movie relies on fast pacing and jump cuts to tell three overlapping and intersecting stories. Whereas TRAFFIC's central theme is drug trafficking, AMORES PERROS's common thread is graphic violence against dogs, featuring more cut-up, mutilated and gruesomely dead dogs that you've ever seen or will ever wish to see again.
The only thing that kept me in my seat -- other than hoping, incorrectly as it turns out, that the gore would diminish -- was that this is a well made film. Highly derivative of other works, the movie by director Alejandro González Iñárritu and writer Guillermo Arriaga started me thinking that perhaps their names were pseudonyms and that it was really a Steven Soderbergh and Quentin Tarantino collaboration.
 Perhaps the "sport" of training dogs to maul and kill each other will be of interest to some, but I found it repulsive.
If you have a pet, if you've ever had a pet or if you're even thinking about getting a pet, this isn't the movie for you. Others may enjoy the director's technical proficiency and be able to ignore how derivative his work feels. It's an energetic but sickening thrill ride of a movie. It's also a cinematic low point. What's next? Hacking up babies as a way to provide theatrical thrills to those who have been anesthetized by lower levels of violence?
AMORES PERROS runs a long 2:23. It is not rated but would be NC-17 for graphic violence against humans and animals as well as for language, nudity and sex. The film would be acceptable for college students and older.
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belongs to the author.
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Skin is distributed via NPM under the @ebay/skin package name.
To use Skin, the package should be added as a dependency in your project's package.json file.
{% highlight json %} { "dependencies": { "@ebay/skin": "^{{ page.version | slice: 0, 2 }}" } } {% endhighlight %}


A final year uni project (awarded a 1st mark), where I created an Android application for a Restaurant System.
I gained extensive knowledge in Java programming and achieved UI design skills in creating each of the 60+ XML screen layouts for an engaging, accessible and visually impressive user experience.
Experienced designing and implementing a complex database for the application using SQLite.
Create and edit any type of customisable menu Item.
Dynamically calculates nutritional information and prices for menu items.
Orders will automatically adjust the stock levels of the ingredients used.
Both waiters and customers can order items which can then be viewed by a kitchen.
Italian, Indian, Chinese, Pubs, Bars etc.
Menu Items can have addons and options
Each meal can calculate the amount of constituent ingredients which have nutritional properties
Review order and add comments
Makes understanding and paying bill easier
Item constituents dynamically deducted
Owner of restaurant can easily update prices to reflect demand or sell stock
Makes menu item creation quicker
Add a description, ingredients, options and addons
Insert the values for the addons/options
Menu creation process allows review of menu item before confirmation
Waiters/Customers can print bill, pay and receive notifications from the app over wifi.
Kitchen can sort orders and send notification to waiters when order ready.
Manager can receive notifications when low and can view order history statistics such as most/least popular item.
Add photos to Menu Items, implement customer login, allow offer/deals for repeat use.


MOTD:
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is hidden by default but might contain important notices to users of this server.
Including you.
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Creates an embedded PostgreSQL instance for a specific data path.
Data path.
Set data path.
PostgreSQL' process, set by EmbeddedPostgreSQL.start.
Deletes the data path.
Initializes the data path with a database cluster.
Example:
// Initialize with trust and user 'postgres'.
const embeddedPostgreSQL = new EmbeddedPostgreSQL();
await embeddedPostgreSQL.initialize();
// Initialize with user 'postgres' and password from file 'password.txt'.
const embeddedPostgreSQL = new EmbeddedPostgreSQL();
await embeddedPostgreSQL.initialize(['-A', 'md5', '-U', 'postgres', '--pwfile', './password.txt']);
Under the hood it calls postgres's initdb.
Additional arguments passed to the initdb executable. Defaults to ['-A', 'trust', '-U', 'postgres']
.
Checks if the data path is initialized.
true
if it is initialized, otherwise false
.
Checks if the embedded PostgreSQL is installed.
true
if it is installed, otherwise false
.
Starts the embedded PostgreSQL process
Under the hood it calls postgres' server executable and logs it's output.
true
if it should stop the local postgres' process if it's running, otherwise if there's already an executing process it will throw.
Gets the running status of the embedded PostgreSQL process.
Under the hood it calls postgres' pg_ctrl.
true
if it's running, otherwise false
.
Stops the embedded PostgreSQL process.
Under the hood it calls postgres' pg_ctrl stop executable.
Updates the postgresql.conf
of the data path.
Object with the configuration entries to be updated.
Generated using TypeDoc
Controls the execution of the installed embedded PostgresSQL, allowing it to start, stop, get status and configure.


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Run the following in the console window to test MicropedeAsync:
m = new MicropedeAsync('sample-app')
m.getSubscriptions('message-logger').then((d)=>console.log(d))


Summary:
Social media has played an important role in shaping political discourse over the last decade. It is often perceived to have increased political polarization, thanks to the scale of discussions and their public nature. Here, we try to answer whether political polarization in the US on Twitter has increased over the last eight years. We analyze a large longitudinal Twitter dataset of 679,000 users and look at signs of polarization in their (i) network - how people follow political and media accounts, (ii) tweeting behavior - whether they retweet content from both sides, and (iii) content - how partisan the hashtags they use are.
Dataset:
- Our data collection starts with a set of seed users.
This set consists of (i) presidential/vice presidential candidates and their parties over the
last 8 years., (ii) popular partisan media accounts, from the Pew Research report on media consumption habits.
Based on these seed users, collected two datasets for the project:
- Followers data:
For each seed user, we obtained all their followers. The com- bined set of all followers for all seed accounts gave us a total of 140M users. We estimated the time when a user fol- lowed a particular seed account using the method proposed by Meeder et al.. This data dates back to follow times estimated since 2009.
- Retweeters data:
For the set of seed politicians, we obtained all their public, historic tweets.
The earliest tweets in this collection date back to 2006. For each collected tweet, we used the Twitter API to collect up to 100 retweets. This gave us a set of 1.3M unique users who retweeted a political entity since 2006. We randomly sampled 50% of these users (679,000), and used the Twitter API to get 3,200 of their most recent tweets in December 2016.
This gave us more than 2 billion tweets, dating back to 2007.
-
The raw dataset is a few hundred gigabytes compressed. If you want to access full/part of it, or have comments/ideas on what could be done, please get in touch with
Kiran, at kiran.garimella XX aalto.fi
Findings:
-
Our analysis shows that online polarization has indeed increased over the past eight years and that, depending on the measure, the relative change is 10%-20%. Our study is one of very few with such a long-term perspective, encompassing two US presidential elections and two mid-term elections, providing a rare longitudinal analysis.
- More details here.
Contact:
-
This work is part of research on polarization on social media, published at the 11th International AAAI Conference on Web and Social Media (ICWSM-17).
- Authors: Kiran Garimella and Ingmar Weber.
-
For any questions/comments, please contact Kiran Garimella (firstname.lastname@aalto.fi).


News: We hold regular scheduled maintenance on every first Sunday of the month, 0700 to 1900 (Singapore Time, UTC/GMT+8) for updating new features. We thank you for the understanding.
Info! Use your username: to access the experiments' nodes.
Reservation: To ensure that you always have the resources you need, you may like to make reservation ahead of time, please fill up the Reservation Form.


Windsong Travel wins gold
Windsong Travel has joined an elite group of Australian travel agencies.
It was one of just 10 Australian travel retailers presented with a Gold Choice Award during a ceremony held in Adelaide this month.
The event was attended by leaders of the Australian travel industry and members of Travellers Choice - a group of leading independently-owned travel agencies.
To receive a Gold Choice Award, a travel company must rank among the top 10 performing travel agencies in the Australia-wide Travellers Choice network, which was this year named Best Agency Group at the National Travel Industry Awards.
Travellers Choice Managing Director Christian Hunter said winning agencies demonstrated outstanding customer service, travel expertise and business acumen.
"Windsong Travel is one of Australia's leading travel agencies because it combines exceptional travel knowledge and skills with an understanding of its local community and the unique needs of its clients," Mr Hunter said.
James Cracknell, the owner of Windsong Travel, said the Gold Choice Award was a team effort.
 Every member of our agency is committed to using their professional expertise and personal experience to find the best travel solutions for our customers and we cannot thank our loyal customers enough for their incredible support of our small business."