alea-institute/kl3m-data-sample-004-shuffled huggingface dataset:
BEA’s Measures of Economic Well-Being and Growth

Alyssa Holdren, Economist, Office of the Director
Overview

•Prologue: How did this start? 

•Purpose: What does it show?

•Progress: What’s been done recently?

•Potential: Where is this headed?

2
Prologue: How did this start?

3

Employment by County, 

Metro, and Other Areas
Purpose: What does it show?

4
5
6
7
Progress: What’s been done recently?

8

Streamlined the process

• Automated data pulls

• Enhanced data integrity

• Increased flexibility

• Targeted analysis and 

review

Expanded possibilities

• More efficient and frequent 

updates

• Complementary GitHub 

product for public use

Increased usability

• Added interactivity

• Improved visualizations
Progress: New open-source tool increases transparency

9

Increased transparency

• Explore data and methods

• Replicate product

• Customize content
Potential: Where is this headed?

10

Model best practices

• Coding: Git, DevOps, Jupyter

notebooks, human-readable 

configuration files

• Data handling: Vintage 

control, rounding conventions

Spur innovation

• Gather user input

• Foster collaboration—

inside and outside BEA

Provide templates

• Built-in style guidelines

• Easily replicable 

functionality

• HTML template for 

webpage development
Potential: What’s next?

For the BEA team:

• Move toward regular releases

• Gather and incorporate user feedback

• Explore additional content and functionality

• Next update: January 2024

For you: Check it out—https://apps.bea.gov/well-being/ 

11

We welcome your feedback!

wellbeing@bea.gov
Questions?
Exhibit 31.2
 HORIZON
LINES, INC.
CERTIFICATION PURSUANT TO SECTION 302 OF THE SARBANES-OXLEYACT OF 2002
  1.
    
    I have reviewed this report on Form 10-Q of Horizon Lines, Inc.;2.
    
    Based on my knowledge, this report does not contain any untrue
statement of a material fact or omit to state a material fact
necessary to make the statements made, in light of the circumstances
under which such statements were made, not misleading with respect to
the period covered by this report;3.
    
    Based on my knowledge, the financial statements, and other financial
information included in this report, fairly present in all material
respects the financial condition, results of operations and cash flows
of the registrant as of, and for, the periods presented in this
report;4.
    
    The registrants other certifying officer and I are responsible for
establishing and maintaining disclosure controls and procedures (as
defined in Exchange Act Rules 13a-15(e) and 15d-15(e)) for the
registrant and have:
 a)
    
    Designed such disclosure controls and procedures, or caused such
disclosure controls and procedures to be designed under our
supervision, to ensure that material information relating to the
registrant, including its consolidated subsidiaries, is made known to
us by others within those entities, particularly during the period in
which this report is being prepared;b)
    
    Evaluated the effectiveness of the registrants disclosure controls
and procedures and presented in this report our conclusions about the
effectiveness of the disclosure controls and procedures, as of the end
of the period covered by this report based on such evaluation; andc)
    
    Disclosed in this report any change in the registrants internal
control over financial reporting that occurred during the registrants
most recent fiscal quarter that has materially affected, or is
reasonably likely to materially affect, the registrants internal
control over financial reporting; and
 5.
    
    The registrants other certifying officer and I have disclosed, based
on our most recent evaluation of internal control over financial
reporting, to the registrants auditors and the audit committee of the
registrants board of directors (or persons performing the equivalent
functions):
 a)
    
    All significant deficiencies and material weaknesses in the design or
operation of internal control over financial reporting which are
reasonably likely to adversely affect the registrants ability to
record, process, summarize and report financial information; andb)
    
    Any fraud, whether or not material, that involves management or other
employees who have a significant role in the registrants internal
control over financial reporting.
  /s/ MICHAEL T. AVARAMichael T. AvaraSenior Vice President and Chief Financial Officer(Principal Financial Officer)
III 

117TH CONGRESS 

2D SESSION S. CON. RES. 51 

Providing for a correction in the enrollment of H.R. 2617. 

IN THE SENATE OF THE UNITED STATES 

DECEMBER 22, 2022 

Mr. LEAHY submitted the following concurrent resolution; which was 

considered and agreed to 

CONCURRENT RESOLUTION 

Providing for a correction in the enrollment of H.R. 2617. 

1 Resolved by the Senate (the House of Representatives 

2 concurring), That, in the enrollment of H.R. 2617, the 

3 Clerk of the House of Representatives shall make the fol4 lowing corrections: 

5 (1) Amend the title so as to read: ‘‘Making con6 solidated appropriations for the fiscal year ending 

7 September 30, 2023, and for providing emergency 

8 assistance for the situation in Ukraine, and for other 

9 purposes.’’. 

10 (2) Strike the first section 1 immediately fol11 lowing the enacting clause and all that follows 


kjohnson on DSK79L0C42PROD with BILLS
2 

•SCON 51 ATS 

1 through the end of the first section 2, up to and in2 cluding ‘‘under subsection (b)(5) for that agency’’. 

3 (3) In title IV of division O, strike section 403. 

4 (4) Strike the final section 3 and all that fol5 lows through the end. 

Æ 


kjohnson on DSK79L0C42PROD with BILLS
COURT OF APPEALS

EIGHTH DISTRICT OF TEXAS

EL PASO, TEXAS

IN THE MATTER OF THE ESTATE OF 

GEORGINA A. DE CHAVEZ, DECEASED.

§

§

§

§

§

No. 08-23-00337-CV

Appeal from the

Probate Court No. 1

of El Paso County, Texas

(TC# 2016-CPR00081)

J U D G M E N T

This is an appeal from the order signed by the trial court on October 13, 2023, wherein the 

court denied in full all requested relief seeking to hold Mr. Michael Nevarez in contempt of court 

and to sanction his conduct. The Court has considered this cause on the record and concludes it 

shall be consolidated with pending cause number 08-23-00072-CV, to the extent of the appeal of 

the trial court’s denial of sanctions, and it shall be dismissed to the extent of the denial of a 

contempt order. Thus, we first consolidate this cause and transfer its records and filings to cause 

number 08-23-00072-CV, to the extent of the appeal of a denial of sanctions; and second, for lack 

of jurisdiction, we dismiss this cause to the extent of its appeal of a denial of a contempt order. We 

further order Appellant to pay all costs of this appeal and that this decision be certified below for 

observance.

IT IS SO ORDERED THIS 14TH DAY OF DECEMBER 2023.

GINA M. PALAFOX, Justice

Before Alley, C.J., Palafox, J., and Marion, C.J. (Ret.)

Marion, C.J. (Ret.) (Sitting by Assignment)
Exhibit 32.1

CERTIFICATION PURSUANT TO

18 U.S.C. SECTION 1350,

AS ADOPTED PURSUANT TO

SECTION 906 OF THE SARBANES-OXLEY ACT OF 2002

In connection with the Quarterly Report on Form 10-Q of Comstock Homebuilding Companies, Inc. (the Company) for the quarter
ended March 31, 2010 as filed with the Securities and Exchange Commission on the date hereof (the Report), each of Christopher Clemente, Chairman and Chief Executive Officer of the Company and Jeffrey R. Dauer, Chief Financial
Officer of the Company, certify, to our best knowledge and belief, pursuant to 18 U.S.C. § 1350, as adopted pursuant to § 906 of the Sarbanes-Oxley Act of 2002, that



| | (1) | The Report fully complies with the requirements of Section 13(a) or 15(d) of the Securities Exchange Act of 1934 (15 U.S.C. 78m(a) or 78o(d)); and
| | --- | --------------------------------------------------------------------------------------------------------------------------------------------------



| | (2) | The information contained in the Report fairly presents, in all material respects, the financial condition and results of operations of the Company.
| | --- | ----------------------------------------------------------------------------------------------------------------------------------------------------



|                   |  |                                     
|------------------ |  | ------------------------------------
|Date: May 14, 2010 |  | /s/ Christopher Clemente            
|                   |  | Christopher Clemente                
|                   |  | Chairman and Chief Executive Officer
|                   | 
|Date: May 14, 2010 |  | /s/ Jeffrey R. Dauer                
|                   |  | Jeffrey R. Dauer                    
|                   |  | Chief Financial Officer             

A signed original of this written
statement required by Section 906, or other document authenticating, acknowledging, or otherwise adopting the signature that appears in typed form within the electronic version of this written statement required by Section 906, has been
provided to the Company and will be retained by the Company and furnished to the Securities and Exchange Commission or its staff upon request.
Bernadette HENDERSON v. ALABAMA DEPARTMENT OF LABOR and Tuskegee Macon County Head Start

2161066

Court of Civil Appeals of Alabama.

March 30, 2018

Affirmed.
Exhibit 32.1

                            CERTIFICATION PURSUANT TO
                             18 U.S.C. SECTION 1350,
                             AS ADOPTED PURSUANT TO
                  SECTION 906 OF THE SARBANES-OXLEY ACT OF 2002

     In connection with the Quarterly Report of Jump'n Jax, Inc. (the "Company")
on Form 10-QSB for the year ending March 31, 2005, as filed with the  Securities
and Exchange  Commission  on the date hereof (the  "Report"),  James T. Wheeler,
Chief Executive Officer of the Company,  certifies to the best of his knowledge,
pursuant  to 18  U.S.C.  ss.  1350,  as  adopted  pursuant  to  ss.  906  of the
Sarbanes-Oxley Act of 2002, that:

     (1) The Report fully  complies  with the  requirements  of Section 13(a) or
     15(d) of the Securities Exchange Act of 1934; and

     (2)  The  information  contained  in the  Report  fairly  presents,  in all
     material respects,  the financial condition and result of operations of the
     Company.


/s/   JAMES T. WHEELER
------------------------------
James T. Wheeler
Chief Executive Officer
May 11, 2005


     A signed  original of this  written  statement  required by Section 906, or
     other document  authenticating,  acknowledging,  or otherwise  adopting the
     signature that appears in typed form within the electronic  version of this
     written  statement has been provided to the Company and will be retained by
     the Company and furnished to the Securities and Exchange  Commission or its
     staff upon  request.  The foregoing  certifications  are  accompanying  the
     Company's Form 10-QSB solely pursuant to section 906 of the  Sarbanes-Oxley
     Act of 2002  (subsections (a) and (b) of section 1350,  chapter 63 of title
     18,  United  States Code) and is not being filed as part of the Form 10-QSB
     or as a separate disclosure document.
Angel RODRIGUEZ, Appellant, v. STATE of Florida, Appellee.

Case No. 5D19-1205

District Court of Appeal of Florida, Fifth District.

Decision filed June 4, 2019

**DECISION WITHOUT PUBLISHED OPINION**

AFFIRMED.
Johnathan CONTRERAS, Appellant, v. STATE of Florida, Appellee.

Case No. 5D17-2811 5D17-2812

District Court of Appeal of Florida, Fifth District.

Decision filed June 11, 2019

**DECISION WITHOUT PUBLISHED OPINION**

AFFIRMED.
United States District Court

For the Northern District of California

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IN THE UNITED STATES DISTRICT COURT

FOR THE NORTHERN DISTRICT OF CALIFORNIA

PETER EDELBACHER,

Petitioner,

 v.

CALIFORNIA BOARD OF PAROLE

HEARINGS,

Respondent.

/

No. C 17-0118 WHA (PR) 

ORDER OF TRANSFER

Petitioner is a state prisoner currently incarcerated at Pleasant Valley State Prison in

Coalinga, California. He has filed a petition for a writ of habeas corpus challenging a decision

by the Board of Parole Hearings that he may not be considered for release under the “Elder

Parole Program.” 

A petition for a writ of habeas corpus made by a person in custody under the judgment

and sentence of a state court of a state which contains two or more federal judicial districts may

be filed in either the district of confinement or the district of conviction. See 28 U.S.C. §

2241(d). Each of such districts shall have concurrent jurisdiction to entertain the petition;

however, the district court for the district where the petition is filed may transfer the petition to

the other district in the furtherance of justice. See id. Federal courts in California traditionally

have chosen to hear petitions challenging a conviction or sentence in the district of conviction. 

See Dannenberg v. Ingle, 831 F. Supp. 767, 768 (N.D. Cal. 1993). If the petition is directed to

the manner in which a sentence is being executed, e.g., if it involves parole or time credits

claims, the district of confinement is the preferable forum. See Habeas L.R. 2254-3(b)(2);
United States District Court

For the Northern District of California

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Dunne v. Henman, 875 F.2d 244, 249 (9th Cir. 1989).

Petitioner challenges the manner in which his sentence is being executed insofar as he

challenges the decision that he is not eligible for release on parole. Thus the district of his

confinement is the preferable forum for his petition. Pleasant Valley State Prison, where he is

confined, is located within the venue of the Eastern District of California. Accordingly, in the

interest of justice, and pursuant to 28 U.S.C. 1406(a), that this action be TRANSFERRED to the

United States District Court for the Eastern District of California. 

The clerk shall transfer this matter forthwith.

IT IS SO ORDERED.

Dated: May 4 , 2017. 

WILLIAM ALSUP

UNITED STATES DISTRICT JUDGE
<PAGE>

                                                                    EXHIBIT 32.1

                                 CERTIFICATIONS

     The certification set forth below is being submitted in connection with the
Annual Report on Form 10-K (the "Report") for the purpose of complying with Rule
13a-14(b) or Rule 15d-14(b) of the Securities Exchange Act of 1934 (the
"Exchange Act") and Section 1350 of Chapter 63 of Title 18 of the United States
Code.

     Dr. F. Patrick Smith, the Chief Executive Officer and James E. Condon, the
Chief Financial Officer of Tekni-Plex, Inc., each certifies that, to the best of
his knowledge:

          1. the Report fully complies with the requirements of Section 13(a) or
     15(d) of the Exchange Act; and

          2. the information contained in the Report fairly presents, in all
     material respects, the financial condition and results of operations of
     Tekni-Plex, Inc.

                                        /s/ F. Patrick Smith
                                        ----------------------------------------
                                        Name:    Dr. F. Patrick Smith
                                        Chief Executive Officer

                                        /s/ James E. Condon
                                        ----------------------------------------
                                        Name:    James E. Condon
                                        Chief Financial Officer

Date: September 27, 2007
Elias PUENTE, Appellant, v. STATE of Florida, Appellee.

Case No. 2D18-1232

District Court of Appeal of Florida, Second District.

Opinion filed February 13, 2019.

Elias Puente, pro se.

PER CURIAM.

Affirmed.

NORTHCUTT, VILLANTI, and ROTHSTEIN-YOUAKIM, JJ., Concur.
**EXHIBIT 23**

**CONSENT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM**

We consent to the incorporation by reference inRegistration Statement No. 333-136821 on Form S-8 pertaining to the Syntel, Inc. Amended and Restated Stock Option and Incentive Plan, Syntel Inc., Amended and Restated Employee Stock Purchase Plan and Registration Statement No. 333-139943on Form S-3 and No. 333-139227 on Form S-3A pertaining to Syntel, Inc. of our report dated March 6, 2009 with respect to the consolidated financial statements of Syntel, Inc. and subsidiaries and the effectiveness of internal control overfinancial reporting, which report is included in this Annual Report on Form 10-K for Syntel, Inc. and subsidiaries for the year ended December 31, 2008. 

/s/    Crowe Horwath LLP 

Fort Wayne, Indiana 

March 12, 2009
EXHIBIT 23.2

CONSENT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM

We consent to the incorporation by reference in the
following Registration Statements



|1. | Registration Statement (Form S-3 No. 333-132740) of Panacos Pharmaceuticals, Inc.,
|-- | ----------------------------------------------------------------------------------



|2. | Registration Statement (Form S-3 No. 333-128135) of V.I. Technologies, Inc.,
|-- | ----------------------------------------------------------------------------



|3. | Registration Statement (Form S-3 No. 333-124894) of V.I. Technologies, Inc.,
|-- | ----------------------------------------------------------------------------



|4. | Registration Statement (Form S-3 No. 333-123997) of V.I. Technologies, Inc.,
|-- | ----------------------------------------------------------------------------



|5. | Registration Statement (Form S-3 No. 333-123781) of V.I. Technologies, Inc.,
|-- | ----------------------------------------------------------------------------



|6. | Registration Statement (Form S-8 No. 333-124089) of V.I. Technologies, Inc., Supplemental Equity Compensation Plan
|-- | ------------------------------------------------------------------------------------------------------------------

of our report dated February 16, 2005, with respect to the financial statements of Panacos Pharmaceuticals, Inc. for the period September 29, 1999 (inception)
to December 31, 2004, included in this Annual Report (Form 10-K) of Panacos Pharmaceuticals, Inc. for the year ended December 31, 2007.

/s/ Ernst & Young LLP

McLean, Virginia

March 7, 2008
Influencing High School 

Graduation Rates

Presented by: Helen Levy-Myers, Athena’s Workshop

GASP! Government Advances in Statistical Programming

October 24, 2018
Data

 Graduation data 

 23,090 observations (high schools)

 28 variables - state name, NCES ID, graduation rate by male and female, 

cohort size, enrollment, etc.

 OCR data

 96,360 observations (pre-schools, elementary, middle, high schools, 

juvénile justice, alternative, charters, etc.)

 1,836 variables, bullying, teacher certification, absenteeism, sports 

participation, AP class, suspensions, explusions, gender, ethnicity, disablity, 

LEP, etc. subsets.

 Data examined totals for each variable.






95% Confidence Intervals
Graduation Rates

Actual vs. Model Prediction
Changes to Achieve 90% Graduation
Data Sources

 https://www2.ed.gov/about/inits/ed/edfacts/data-files/acgr-sch-sy2013-14.csv

 https://www2.ed.gov/about/inits/ed/edfacts/data-files/acgr-sch-sy2015-16.csv

 https://www2.ed.gov/about/offices/list/ocr/docs/crdc-2013-14.html

 https://www2.ed.gov/about/offices/list/ocr/docs/crdc-2015-16.html
Thank you

 Michael Jadoo for inviting me to present this information

 Reuben Levy-Myers for advice on the presentation

 Nathanael Aff for advice and help on modeling and data cleaning 
Let’s Keep In Touch

 Helen Levy-Myers

 Athena’s Workshop

 Email: Hlevy-myers@athenasworkshop.com

 Phone: 703-615-4429

 Twitter: @hlevymyers
S. J. Res. 15 

One Hundred Seventeenth Congress 

of the 

United States of America 

AT THE FIRST SESSION 

Begun and held at the City of Washington on Sunday, 

the third day of January, two thousand and twenty one 

Joint Resolution 

Providing for congressional disapproval under chapter 8 of title 5, United States 

Code, of the rule submitted by the Office of the Comptroller of Currency relating 

to ‘‘National Banks and Federal Savings Associations as Lenders’’. 

Resolved by the Senate and House of Representatives of the

United States of America in Congress assembled, That Congress 

disapproves the rule submitted by the Office of the Comptroller 

of Currency relating to ‘‘National Banks and Federal Savings 

Associations as Lenders’’ (85 Fed. Reg. 68742 (October 30, 2020)), 

and such rule shall have no force or effect. 

Speaker of the House of Representatives. 

Vice President of the United States and

President of the Senate.
```

[Congressional Bills 117th Congress]
[From the U.S. Government Publishing Office]
[S.J. Res. 38 Engrossed in Senate (ES)]

<DOC>
117th CONGRESS
  2d Session
S. J. RES. 38

_______________________________________________________________________

                            JOINT RESOLUTION

 
Relating to a national emergency declared by the President on March 13, 
                                 2020.

    Resolved by the Senate and House of Representatives of the United 
States of America in Congress assembled, That, pursuant to section 202 
of the National Emergencies Act (50 U.S.C. 1622), the national 
emergency declared by the finding of the President on March 13, 2020, 
in Proclamation 9994 (85 Fed. Reg. 15337) is hereby terminated.

            Passed the Senate March 3, 2022.

            Attest:

                                                             Secretary.
117th CONGRESS

  2d Session

                             S. J. RES. 38

_______________________________________________________________________

                            JOINT RESOLUTION

Relating to a national emergency declared by the President on March 13, 
                                 2020.
```
Política de administración de redes

Atención al cliente

Familiarícese con el lenguaje utilizado en esta etiqueta. Visite el sitio web del área de recursos para el consumidor, de la Comisión Federal de Comunicaciones (FCC).

Teléfono:Sitio web:

Identificador Único de Plan:  F0005937974123ABC456EMC789 

Política de privacidad

(555)  555-5555

https://www.example.com/privacy

https://www.example.com/network-management

https://www.example.com

fcc.gov/consumer

Descuentos y servicios combinados

Visite el sitio web de más abajo para obtener información sobre alternativas de precios y descuentos, servicios de internet de banda ancha combinados con otros servicios, como, por ejemplo, de vídeo, teléfono y servicios inalámbricos, y sobre la opción de usar sus propios equipos, como módems y enrutadores.

https://www.example.com/discounts

Velocidades de internet proporcionadas con este plan

Velocidad típica de descarga de datos 

Cargos por uso adicional de datos 

Volumen de datos incluido en este preciomensual 

Velocidad típica de carga de datosLatencia típica 

MbpsMbpsms

$/GB

GB

000000

00

000

https://www.example.com/data-usage

Cargos y condiciones adicionalesTarifas mensuales del proveedor

Tarifas cobradas una sola vez

Tarifa por fin del servicio antes de lo pactadoImpuestos gubernamentales 

$00.00Descripción de la tarifaDescripción de la tarifaDescripción de la tarifaDescripción de la tarifa

$00.00$00.00

$00.00

Descripción de la tarifaDescripción de la tarifa

$00.00$00.00

incluidos/según ubicación/$00.00

$00.00

Precio mensual 

Este precio mensual corresponde a una tarifa inicialLapso al que se aplica la tarifa inicialPrecio mensual posterior a la tarifa inicialDuración del contratoEnlace a los términos del contrato

$00.00

Año(s) Mes(es)$00.00

Año(s) Mes(es)

https://www.example.com/terms-of-contract

Sí/No

Nombre del proveedorNombre del plan de servicios y/o tramo de velocidad de internetDeclaración de transparencia para el usuario de servicios de internet de banda ancha [fija/móvil]

Información de Internet de Banda Ancha