Perceptions of Electoral Integrity-Mexico, (PEI-Mexico 1.0) (doi:10.7910/DVN/O6UCIM)

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Perceptions of Electoral Integrity-Mexico, (PEI-Mexico 1.0)

doi:10.7910/DVN/O6UCIM

Harvard Dataverse

2015-11-26

5

Norris, Pippa; Martinez i Coma, Ferran; Nai, Alessandro; Grömping, Max, 2015, "Perceptions of Electoral Integrity-Mexico, (PEI-Mexico 1.0)", https://doi.org/10.7910/DVN/O6UCIM, Harvard Dataverse, V5, UNF:6:kEgO8gFqfSq73HhYhW7RxQ== [fileUNF]

Perceptions of Electoral Integrity-Mexico, (PEI-Mexico 1.0)

PEI-Mexico

doi:10.7910/DVN/O6UCIM

Norris, Pippa (Harvard)

Martinez i Coma, Ferran (University of Sydney)

Nai, Alessandro (University of Sydney)

Grömping, Max (University of Sydney)

Harvard Dataverse

Norris, Pippa

Norris, Pippa

2015-11-26

https://doi.org/10.7910/DVN/O6UCIM

Social Sciences, elections, electoral integrity, Mexico, electoral fraud, electoral integrity project, PEI, expert survey, voting behavior

The Perceptions of Electoral Integrity-Mexico (PEI-Mexico) is based on an expert survey comparing the quality of elections in the June 2015 provincial contests. Data was collected in 17 states of the Mexican Republic which held gubernatorial elections and state legislative elections. Almost 700 experts on Mexican elections were contacted, generating 292 responses, reflecting a response rate of around 40%. The study was conducted by the Electoral Integrity Project. The Principle Investigators are Pippa Norris, Ferran Martinez i Coma, Alessandro Nai and Max Gromping, based at the University of Harvard and Sydney, with the assistance of Irma Mendez de Hoyos and Nicolas Loza Otero from FLACSO-Mexico. More details about the research design for this study can be found at www.electoralintegrityproject.com.

<a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0</a>

BOOKS • Norris, Pippa, Richard W. Frank and Ferran Martínez i Coma. Eds. 2014. Advancing Electoral Integrity. New York: Oxford University Press. • Norris, Pippa, Richard W. Frank and Ferran Martínez i Coma. Eds. 2015. Contentious Elections: From Ballots to the Barricades. New York: Routledge. • Norris, Pippa. 2014. Why electoral integrity matters. New York: Cambridge University Press. • Norris, Pippa. 2015. Why elections fail. New York: Cambridge University Press. • Norris, Pippa and Andrea Abel van Es. Eds. 2016. (forthcoming) Checkbook Elections? Political Finance in Comparative Perspective. NY: OUP. • LeDuc, Lawrence, Richard Niemi and Pippa Norris. Eds. 2014. Comparing Democracies 4. London: Sage Publications. ARTICLES AND CHAPTERS • Norris, Pippa, Ferran Martínez i Coma, and Richard W. Frank. 2013. ‘Assessing the quality of elections.’ Journal of Democracy. 24(4): 124-135. • Norris, Pippa. 2013. ‘Does the world agree about standards of electoral integrity? Evidence for the diffusion of global norms’ Special issue of Electoral Studies 32(4):576-588. • Norris, Pippa. 2013. ‘The new research agenda studying electoral integrity’. Special issue of Electoral Studies 32(4): 563-575. • Norris, Pippa. 2014. ‘Electoral integrity and political legitimacy.’ In Comparing Democracies 4, eds. Lawrence LeDuc, Richard Niemi and Pippa Norris. London: Sage. • Norris, Pippa, Richard W. Frank and Ferran Martínez i Coma. 2014. ‘Measuring electoral integrity: A new dataset.’ PS: Political Science & Politics 47(4): 789-798. • Martínez i Coma, Ferran and Carolien Van Ham. 2015. ‘Can experts judge elections? Testing the validity of expert judgments for measuring election integrity’. European Journal of Political Research doi:10.1111/1475-6765.12084. • Ignacio Lago and Ferran Martínez i Coma. 2015. 'Challenge or consent? Understanding losers' reactions in mass elections.' Government and Opposition. Forthcoming.

BOOKS • Norris, Pippa, Richard W. Frank and Ferran Martínez i Coma. Eds. 2014. Advancing Electoral Integrity. New York: Oxford University Press. • Norris, Pippa, Richard W. Frank and Ferran Martínez i Coma. Eds. 2015. Contentious Elections: From Ballots to the Barricades. New York: Routledge. • Norris, Pippa. 2014. Why electoral integrity matters. New York: Cambridge University Press. • Norris, Pippa. 2015. Why elections fail. New York: Cambridge University Press. • Norris, Pippa and Andrea Abel van Es. Eds. 2016. (forthcoming) Checkbook Elections? Political Finance in Comparative Perspective. NY: OUP. • LeDuc, Lawrence, Richard Niemi and Pippa Norris. Eds. 2014. Comparing Democracies 4. London: Sage Publications. ARTICLES AND CHAPTERS • Norris, Pippa, Ferran Martínez i Coma, and Richard W. Frank. 2013. ‘Assessing the quality of elections.’ Journal of Democracy. 24(4): 124-135. • Norris, Pippa. 2013. ‘Does the world agree about standards of electoral integrity? Evidence for the diffusion of global norms’ Special issue of Electoral Studies 32(4):576-588. • Norris, Pippa. 2013. ‘The new research agenda studying electoral integrity’. Special issue of Electoral Studies 32(4): 563-575. • Norris, Pippa. 2014. ‘Electoral integrity and political legitimacy.’ In Comparing Democracies 4, eds. Lawrence LeDuc, Richard Niemi and Pippa Norris. London: Sage. • Norris, Pippa, Richard W. Frank and Ferran Martínez i Coma. 2014. ‘Measuring electoral integrity: A new dataset.’ PS: Political Science & Politics 47(4): 789-798. • Martínez i Coma, Ferran and Carolien Van Ham. 2015. ‘Can experts judge elections? Testing the validity of expert judgments for measuring election integrity’. European Journal of Political Research doi:10.1111/1475-6765.12084. • Ignacio Lago and Ferran Martínez i Coma. 2015. 'Challenge or consent? Understanding losers' reactions in mass elections.' Government and Opposition. Forthcoming.

• Number of cases: 292

• No. of variables per record: 172

• Type of File: text/tab-separated-values

UNF:6:VAT2wWInK1Qo9xh3VJf89Q==

This file gathers the responses of 292 experts. The file is SPSS format.

• Number of cases: 17

• No. of variables per record: 290

• Type of File: text/tab-separated-values

UNF:6:z1cfO6Gd+vKUW2XuzaP6ug==

This file gathers the expert responses aggregated at the state level for the 17 states. Hence, one state, one observation. The file is Stata format.

• Number of cases: 17

• No. of variables per record: 290

• Type of File: text/tab-separated-values

UNF:6:pfquz5xhy1M7flQ05Pxc6Q==

This file gathers the expert responses aggregated at the state level for the 17 states. Hence, one state, one observation. The file is SPSS format.

• expert - Expert Reference number
• expert2 - EIP experts (1) and electoral experts(0)
• estado - State of the election
• election - Date of the election
• year - Year
• STATEDATA - GENERAL SES STATE DATA
• Eleccin - Election: Governor or Local MP
• Ganador - Winner of the election
• participation - % of citizen participation
• population - Population, by state, Census data
• GDP - State's Gross Domestic Product
• GDPpc - Per capita state's Gross Domestic Product previous election
• OVERALLINTEGRITY - OVERALL INTEGRITY RATING
• rating - 12-1. Rate electoral integrity of the election (1=very poor->10=very good)
• PEIIndexp - PEI index of electoral integrity, individual
• PEIIndexi - PEI index of electoral integrity, imputed
• LAWS - ELECTORAL LAWS SECTION
• lawsunfair - 1-1a. Electoral laws were unfair to smaller parties (1-5)[N]
• lawsunfair2 - 1-1b. Electoral laws were unfair to smaller parties (Reversed coding)
• favoredincumbent - 1-2a. Electoral laws favored the governing party or parties (1-5)[N]
• favoredincumbent2 - 1-2b. Electoral laws favored the governing party or parties (Reversed coding)
• citizens - 1-3a. Elections laws restricted citizens' rights (1-5)[N]
• citizens2 - 1-3b. Elections laws restricted citizens' rights (Reversed coding)
• laws0 - 1-4. Electoral laws index (20-100)
• lawsi - 1-4i. Electoral laws index (0-100), imputed
• PROCEDURES - ELECTORAL PROCEDURES SECTION
• managed - 2-1. Elections were well managed (1-5)[P]
• votinginfo - 2-2. Information about voting procedures was widely available (1-5)[P]
• fairofficials - 2-3. Election officials were fair (1-5)[P]
• legalelections - 2-4. Elections were conducted in accordance with the law (1-5)[P]
• procedures0 - 2-5. Electoral procedures index (25-100)
• proceduresi - 2-5i. Electoral procedures index (0-100), imputed
• BOUNDARIES - BOUNDARIES FOR VOTING DISTRICTS SECTION
• bdiscrim - 3-1a. Boundaries discriminated against some parties (1-5)[N]
• bdiscrim2 - 3-1b. Boundaries discriminated against some parties (Reversed coding)
• bfavored - 3-2a. Boundaries favored incumbents (1-5)[N]
• bfavored2 - 3-2b. Boundaries favored incumbents (Reversed coding)
• bimpartial - 3-3. Boundaries were impartial (1-5)[P]
• boundaries0 - 3-4. Voting district boundaries index (20-100)
• boundariesi - 3-4i. Voting district boundaries index (0-100), imputed
• VOTERREGISTRATION - VOTER REGISTRATION SECTION
• reglisted - 4-1a. Some citizens were not listed in the register (1-5)[N]
• reglisted2 - 4-1b. Some citizens were not listed in the register (Reversed coding)
• reginaccurate - 4-2a. The electoral register was inaccurate (1-5)[N]
• reginaccurate2 - 4-2b. The electoral register was inaccurate (Reversed coding)
• ineligible - 4-3a. Some ineligible electors were registered (1-5)[N]
• ineligible2 - 4-3b. Some ineligible electors were registered (Reversed coding)
• votereg - 4-4. Voter registration index (20-100)
• voteregi - 4-4i. Voter registration index (0-100), imputed
• PARTYREGISTRATION - PARTY AND CANDIDATE REGISTRATION SECTION
• oppprevent - 5-1a. Some opposition candidates were prevented from running (1-5)[N]
• oppprevent2 - 5-1b. Some opposition candidates were prevented from running (Reversed coding)
• womenopp - 5-2. Women had equal opportunities to run for office (1-5)[P]
• minorityopp - 5-3. Ethnic and national minorities had equal opportunities to run for office (1
• leaderselect - 5-4a. Only top party leaders selected candidates (1-5)[N]
• leaderselect2 - 5-4b. Only top party leaders selected candidates (Reversed coding)
• rallies - 5-5a. Some parties/candidates were restricted from holding campaign rallies (1-5
• rallies2 - 5-5b. Some parties/candidates were restricted from holding campaign rallies (Rev
• partyreg - 5-6. Party and candidate registration index (20-100)
• partyregi - 5-6i. Party and candidate registration index (0-100), imputed
• MEDIACOVERAGE - MEDIA COVERAGE SECTION
• newspapers - 6-1. Newspapers provided balanced election news (1-5)[P]
• tv - 6-2a. TV news favored the governing party (1-5)[N]
• tv2 - 6-2b. TV news favored the governing party (Reversed coding)
• fairaccess - 6-3. Parties/candidates had fair access to political broadcasts and advertising
• faircoverage - 6-4. Journalists provided fair coverage of the elections (1-5)[P]
• socialmedia - 6-5. Social media were used to expose electoral fraud (1-5)[P]
• media - 6-6. Media coverage index (20-100)
• mediai - 6-6i. Media coverage index (0-100), imputed
• CAMPAIGNFINANCE - CAMPAIGN FINANCE SECTION
• subsidies - 7-1. Parties/candidates had equitable access to public political subsidies(1-5)[
• donations - 7-2. Parties/candidates had equitable access to political donations(1-5)[P]
• accounts - 7-3. Parties/candidates publish transparent financial accounts(1-5)[P]
• rich - 7-4a. Rich people buy elections (1-5)[N]
• rich2 - 7-4b. Rich people buy elections (Reversed coding)
• resources - 7-5a. Some state resources were improperly used for campaigning (1-5)[N]
• resources2 - 7-5b. Some state resources were improperly used for campaigning (Reversed coding
• finance - 7-6. Campaign finance index (20-100)
• financei - 7-6i. Campaign finance index (0-100), imputed
• VOTINGPROCESS - VOTING PROCESS SECTION
• violence - 8-1a. Some voters were threatened with violence at the polls(1-5)[N]
• violence2 - 8-1b. Some voters were threatened with violence at the polls (Reversed coding)
• fraudulent - 8-2a. Some fraudulent votes were cast (1-5)[N]
• fraudulent2 - 8-2b. Some fraudulent votes were cast (Reversed coding)
• easy - 8-3. The process of voting was easy (1-1)[Y]
• choice - 8-4. Voters were offered a genuine choice at the ballot box (1-5)[P]
• postal - 8-5. Postal ballots were available (1-5)[P]
• disabled - 8-6. Special voting facilities were available for the disabled (1-5)[P]
• expats - 8-7. National citizens living abroad could vote (1-5)[P]
• internet - 8-8. Some form of internet voting was available (1-5)[P]
• voting - 8-9. Voting process index (20-100)
• votingi - 8-9i. Voting process index (20-100), imputed
• VOTECOUNT - THE VOTE COUNT SECTION
• secure - 9-1. Ballot boxes were secure (1-5)[P]
• delay - 9-2. The results were announced without undue delay (1-5)[P]
• faircount - 9-3. Votes were counted fairly (1-5)[P]
• intlmonitors - 9-4a. Int'l election monitors were restricted (1-5)[N]
• intlmonitors2 - 9-4b. Int'l election monitors were restricted (Reversed coding)
• domesticmonitors - 9-5a. Domestic election monitors were restricted (1-5)[N]
• domesticmonitors2 - 9-5b. Domestic election monitors were restricted (Reversed coding)
• count - 9-6. Vote count index (20-100)
• counti - 9-6i. Vote count index (0-100), imputed
• VOTINGRESULTS - VOTING RESULTS SECTION
• challenged - 10-1a. Parties/candidates challenged the results (1-5)[N]
• challenged2 - 10-1b. Parties/candidates challenged the results (Reversed coding)
• protestspeace - 10-2a. The election led to peaceful protests (1-5)[N]
• protestspeace2 - 10-2b. The election led to peaceful protests (Reversed coding)
• protestsviolent - 10-3a. The election triggered violent protests (1-5)[N]
• protestsviolent2 - 10-3b. The election triggered violent protests (Reversed coding)
• disputes - 10-4. Any disputes were resolved through legal channels (1-5)[P]
• results - 10-5. Results index (25-100)
• resultsi - 10-5i. Results index (0-100), imputed
• ELECTIONAUTHORITIES - ELECTORAL AUTHORITIES SECTION
• impartial - 11-1. The election authorities were impartial (1-5)[P]
• info - 11-2. The authorities distributed information to citizens (1-5)[P]
• scrutiny - 11-3. The authorities allowed public scrutiny of their performance (1-5)[P]
• performance - 11-4. The election authorities performed well (1-5)[P]
• EMBs - 11-5. Electoral authorities index (25-100)
• EMBsi - 11-5i. Electoral authorities index (0-100), imputed
• GENERALQUESTIONS - GENERAL ELECTION QUESTIONS
• familiarity - 13-1. How familiar are you with elections in this country?
• important - 13-2. Which election (if more than 1) was most important
• ORGCONFIDENCE - ORGANIZATIONAL CONFIDENCE SECTION
• courts - 14-1. Confidence in the courts (1=none - 10=a great deal)
• gobernador - 14-2. Confidence in the gobernador (1=none - 10=a great deal)
• localdips - 14-3. Confidence in the Cámara de diputados locales (1=none - 10=a great deal)
• armyforces - 14-4. Confidence in las fuerzas armadas (1=none - 10=a great deal)
• statepolice - 14-5. Confidence in the local or state police (1=none - 10=a great deal)
• localelecauth - 14-6. Confidence in local electoral authorities (1=none - 10=a great deal)
• statetv - 14-5. Confidence in the state television (1=none - 10=a great deal)
• statepress - 14-8. Confidence in the state press (1=none - 10=a great deal)
• stateparties - 14-9. Confidence in state political parties (1=none - 10=a great deal)
• BACKGROUND - EXPERT BACKGROUND SECTION
• employment - 15-1. Employment type
• public - 15-2. Works (or has worked) in the government public sector
• university - 15-3. Works (or has worked) in a university
• nonprofit - 15-4. Works (or has worked) in private non-profit sector/NGOs
• agency - 15-5. Works (or has worked) in International agency
• private - 15-6. Works (or has worked) in an private business or industry
• occupation - 15-7. Most recent occupation
• agegroup - 15-8. Age group (by decade)
• sex - 15-9. Sex (1=female; 0=male)
• education - 15-10. Highest level of education
• born - 15-11. Were you born in this country?
• lived - 15-12. # years lived in this country
• candidate - 15-13. Expert was a candidate for elected office
• rep - 15-14. Expert was an elected representative
• activist - 15-15. Expert was an election activist
• ngo - 15-16. Expert was election NGO watch personnel
• voted - 15-17. Expert voted in this election
• norole - 15-18. Expert did not participate in any role in this election
• natelecmonitor - 15-19. Expert was a national electoral monitor
• monitorint - 15-19a. Expert was a international official electoral monitor
• elecofficial - 15-20. Expert was an election official
• citizen - 15-21. Expert is a citizen of this state
• supported - 15-22. Support the winning or losing side
• leftrightscale - 15-23. Political views on 10pt left/right scale
• difficulty - How difficult did you find the survey?
• VIGNETTES - VIGNETTES SECTION
• vignetteA - 16-1. Vignette A (Queues)
• vignetteB - 16-2. Vignette B (Boycotts)
• vignetteC - 16-3. Vignette C (Violence)
• business - 15-6. Works (or has worked) in an private business or industry
• natelecofficer - 15-19. Expert was a national electoral officer
• EXTRA - EXTRA QUESTIONS MEXICAN STUDY
• inflorgcrime - Extra-1. crimen organizado influyó a través selección de un candidato
• inflamenaza - Extra-2. crimen organizado influyó a través amenaza a un candidato
• inflfinanciamiento - Extra-3. crimen organizado influyó a través financiamiento a un candidato
• orgcrimpart - Extra-4. crimen organizado inhibió la participación
• orgcrimdecvoter - Extra-5. crimen organizado influyó en decisiones de los votantes
• orgcrimmunic - Extra-6. en municipales crimen organizado definió el resultado en municipios con
• weight
• estado - State of the election
• election - Date of the election
• year - Year
• STATEDATA
• Eleccin - Election: Governor or Local MP
• Ganador - Winner of the election
• participation - Turnout rate, by state
• population - Population, by state, Census data
• GDP - GDP by state
• GDPpc - GDP per capita by state
• contacted - PEI experts invited, by election
• numresponses - PEI expert responses, by election
• responserate - PEI response rate, by election
• OVERALLINTEGRITY - OVERALL INTEGRITY RATING
• PEIIndexp - PEI index of electoral integrity, individual
• PEIIndexp_lci - PEI Index (raw individual), low ci
• PEIIndexp_hci - PEI Index (raw individual), high ci
• PEIIndexi - PEI index of electoral integrity, imputed
• PEIIndexi_lci - PEI Index (imputed), low ci
• PEIIndexi_hci - PEI Index (imputed), high ci
• PEIIndex_rank - Rank of election according to PEI experts
• PEItype - PEI Index type (high, medium, low)
• rating - Rate electoral integrity of the election (1=very poor->10=very good)
• rating_lci - Rating, low ci
• rating_hci - Rating, high ci
• LAWS - ELECTORAL LAWS SECTION
• lawsunfair - 1-1a. Electoral laws were unfair to smaller parties (1-5)[N]
• lawsunfair2 - 1-1b. Electoral laws were unfair to smaller parties (Reversed coding)
• favoredincumbent - 1-2a. Electoral laws favored the governing party or parties (1-5)[N]
• favoredincumbent2 - 1-2b. Electoral laws favored the governing party or parties (Reversed coding)
• citizens - 1-3a. Elections laws restricted citizens' rights (1-5)[N]
• citizens2 - 1-3b. Elections laws restricted citizens' rights (Reversed coding)
• laws - 1-4. Electoral laws index (20-100)
• lawsi - 1-4i. Electoral laws index (20-100), imputed
• PROCEDURES - ELECTORAL PROCEDURES SECTION
• managed - 2-1. Elections were well managed (1-5)[P]
• votinginfo - 2-2. Information about voting procedures was widely available (1-5)[P]
• fairofficials - 2-3. Election officials were fair (1-5)[P]
• legalelections - 2-4. Elections were conducted in accordance with the law (1-5)[P]
• procedures - 2-5. Electoral procedures index (25-100)
• proceduresi - 2-5i. Electoral procedures index (25-100), imputed
• BOUNDARIES - BOUNDARIES FOR VOTING DISTRICTS SECTION
• bdiscrim - 3-1a. Boundaries discriminated against some parties (1-5)[N]
• bdiscrim2 - 3-1b. Boundaries discriminated against some parties (Reversed coding)
• bfavored - 3-2a. Boundaries favored incumbents (1-5)[N]
• bfavored2 - 3-2b. Boundaries favored incumbents (Reversed coding)
• bimpartial - 3-3. Boundaries were impartial (1-5)[P]
• boundaries - 3-4. Voting district boundaries index (20-100)
• boundariesi - 3-4i. Voting district boundaries index (20-100), imputed
• VOTERREGISTRATION - VOTER REGISTRATION SECTION
• reglisted - 4-1a. Some citizens were not listed in the register (1-5)[N]
• reglisted2 - 4-1b. Some citizens were not listed in the register (Reversed coding)
• reginaccurate - 4-2a. The electoral register was inaccurate (1-5)[N]
• reginaccurate2 - 4-2b. The electoral register was inaccurate (Reversed coding)
• ineligible - 4-3a. Some ineligible electors were registered (1-5)[N]
• ineligible2 - 4-3b. Some ineligible electors were registered (Reversed coding)
• votereg - 4-4. Voter registration index (20-100)
• voteregi - 4-4i. Voter registration index (20-100), imputed
• PARTYREGISTRATION - PARTY AND CANDIDATE REGISTRATION SECTION
• oppprevent - 5-1a. Some opposition candidates were prevented from running (1-5)[N]
• oppprevent2 - 5-1b. Some opposition candidates were prevented from running (Reversed coding)
• womenopp - 5-2. Women had equal opportunities to run for office (1-5)[P]
• minorityopp - 5-3. Ethnic and national minorities had equal opportunities to run for office (1
• leaderselect - 5-4a. Only top party leaders selected candidates (1-5)[N]
• leaderselect2 - 5-4b. Only top party leaders selected candidates (Reversed coding)
• rallies - 5-5a. Some parties/candidates were restricted from holding campaign rallies (1-5
• rallies2 - 5-5b. Some parties/candidates were restricted from holding campaign rallies (Rev
• partyreg - 5-6. Party and candidate registration index (20-100)
• partyregi - 5-6i. Party and candidate registration index (20-100), imputed
• MEDIACOVERAGE - MEDIA COVERAGE SECTION
• newspapers - 6-1. Newspapers provided balanced election news (1-5)[P]
• tv - 6-2a. TV news favored the governing party (1-5)[N]
• tv2 - 6-2b. TV news favored the governing party (Reversed coding)
• fairaccess - 6-3. Parties/candidates had fair access to political broadcasts and advertising
• faircoverage - 6-4. Journalists provided fair coverage of the elections (1-5)[P]
• socialmedia - 6-5. Social media were used to expose electoral fraud (1-5)[P]
• media - 6-6. Media coverage index (20-100)
• mediai - 6-6i. Media coverage index (20-100), imputed
• CAMPAIGNFINANCE - CAMPAIGN FINANCE SECTION
• subsidies - 7-1. Parties/candidates had equitable access to public political subsidies(1-5)[
• donations - 7-2. Parties/candidates had equitable access to political donations(1-5)[P]
• accounts - 7-3. Parties/candidates publish transparent financial accounts(1-5)[P]
• rich - 7-4a. Rich people buy elections (1-5)[N]
• rich2 - 7-4b. Rich people buy elections (Reversed coding)
• resources - 7-5a. Some state resources were improperly used for campaigning (1-5)[N]
• resources2 - 7-5b. Some state resources were improperly used for campaigning (Reversed coding
• finance - 7-6. Campaign finance index (20-100)
• financei - 7-6i. Campaign finance index (20-100), imputed
• VOTINGPROCESS - VOTING PROCESS SECTION
• violence - 8-1a. Some voters were threatened with violence at the polls(1-5)[N]
• violence2 - 8-1b. Some voters were threatened with violence at the polls (Reversed coding)
• fraudulent - 8-2a. Some fraudulent votes were cast (1-5)[N]
• fraudulent2 - 8-2b. Some fraudulent votes were cast (Reversed coding)
• easy - 8-3. The process of voting was easy (1-1)[Y]
• choice - 8-4. Voters were offered a genuine choice at the ballot box (1-5)[P]
• postal - 8-5. Postal ballots were available (1-5)[P]
• disabled - 8-6. Special voting facilities were available for the disabled (1-5)[P]
• expats - 8-7. National citizens living abroad could vote (1-5)[P]
• internet - 8-8. Some form of internet voting was available (1-5)[P]
• voting - 8-9. Voting process index (20-100)
• votingi - 8-9i. Voting process index (20-100), imputed
• VOTECOUNT - THE VOTE COUNT SECTION
• secure - 9-1. Ballot boxes were secure (1-5)[P]
• delay - 9-2. The results were announced without undue delay (1-5)[P]
• faircount - 9-3. Votes were counted fairly (1-5)[P]
• intlmonitors - 9-4a. Int'l election monitors were restricted (1-5)[N]
• intlmonitors2 - 9-4b. Int'l election monitors were restricted (Reversed coding)
• domesticmonitors - 9-5a. Domestic election monitors were restricted (1-5)[N]
• domesticmonitors2 - 9-5b. Domestic election monitors were restricted (Reversed coding)
• count - 9-6. Vote count index (20-100)
• counti - 9-6i. Vote count index (20-100), imputed
• VOTINGRESULTS - VOTING RESULTS SECTION
• challenged - 10-1a. Parties/candidates challenged the results (1-5)[N]
• challenged2 - 10-1b. Parties/candidates challenged the results (Reversed coding)
• protestspeace - 10-2a. The election led to peaceful protests (1-5)[N]
• protestspeace2 - 10-2b. The election led to peaceful protests (Reversed coding)
• protestsviolent - 10-3a. The election triggered violent protests (1-5)[N]
• protestsviolent2 - 10-3b. The election triggered violent protests (Reversed coding)
• disputes - 10-4. Any disputes were resolved through legal channels (1-5)[P]
• results - 10-5. Results index (25-100)
• resultsi - 10-5i. Results index (25-100), imputed
• ELECTIONAUTHORITIES - ELECTORAL AUTHORITIES SECTION
• impartial - 11-1. The election authorities were impartial (1-5)[P]
• info - 11-2. The authorities distributed information to citizens (1-5)[P]
• scrutiny - 11-3. The authorities allowed public scrutiny of their performance (1-5)[P]
• performance - 11-4. The election authorities performed well (1-5)[P]
• EMBs - 11-5. Electoral authorities index (25-100)
• EMBsi - 11-5i. Electoral authorities index (25-100), imputed
• GENERALQUESTIONS - GENERAL ELECTION QUESTIONS
• familiarity - 13-1. How familiar are you with elections in this country?
• important - 13-2. Which election (if more than 1) was most important
• ORGCONFIDENCE - ORGANIZATIONAL CONFIDENCE SECTION
• courts - 14-1. Confidence in the courts of the state(1=none - 10=a great deal)
• gobernador - 14-2. Confidence in the gobernor (1=none - 10=a great deal)
• localdips - 14-3. Confidence in the parliament of the state (1=none - 10=a great deal)
• armyforces - 14-4. Confidence in the armed forces (1=none - 10=a great deal)
• statepolice - 14-5. Confidence in the local and/or federal police (1=none - 10=a great deal)
• localelecauth - 14-6. Confidence in the local electoral authorities (1=none - 10=a great deal)
• statetv - 14-7. Confidence in the state television (1=none - 10=a great deal)
• statepress - 14-8. Confidence in the state press (1=none - 10=a great deal)
• stateparties - 14-9. Confidence in the state political parties (1=none - 10=a great deal)
• BACKGROUND - EXPERT BACKGROUND SECTION
• employment - 15-1. Employment type
• public - 15-2. Works (or has worked) in the government public sector
• university - 15-3. Works (or has worked) in a university
• nonprofit - 15-4. Works (or has worked) in private non-profit sector/NGOs
• agency - 15-5. Works (or has worked) in an international agency
• private - 15-6. Works (or has worked) in an private business or industry
• occupation - 15-7. Most recent occupation
• agegroup - 15-8. Expert's age group (by decade)
• sex - 15-9. Sex (1=female; 0=male)
• education - 15-10. Highest level of education
• born - 15-11. Were you born in this country?
• lived - 15-12. # years lived in this country
• candidate - 15-13. Expert was a candidate for elected office
• rep - 15-14. Expert was an elected representative
• activist - 15-15. Expert was an election activist
• ngo - 15-16. Expert was election NGO watch personnel
• voted - 15-17. Expert voted in this election
• norole - 15-18. Expert did not participate in any role in this election
• natelecmonitor - 15-19. Expert was a national official electoral monitor
• monitorint - 15-19a. Expert was an international official electoral monitor
• elecofficial - 15-20. Expert was an election official
• citizen - 15-21. Expert is a citizen of this country
• supported - 15-22. Support the winning or losing side
• leftrightscale - 15-23. Political views on 10pt left/right scale
• VIGNETTES - VIGNETTES SECTION
• vignetteA - 16-1. Vignette A (Queues)
• vignetteB - 16-2. Vignette B (Boycotts)
• vignetteC - 16-3. Vignette C (Violence)
• EXTRA - EXTRA
• inflorgcrime - Organized crime influenced candidate selection
• inflamenaza - Organized crime influenced threaten candidate
• inflfinanciamiento - Organized crime influenced financing a candidate
• orgcrimpart - Organized crime hindered participation
• orgcrimdecvoter - Organized crime influenced voter's choice
• orgcrimmunic - Local elections organized crime defined results in most populated localities
• STATEPOLITICS - GENERAL POLITICAL STATE DATA
• votePAN - Number of votes PAN
• voteperPAN - Percentage of votes PAN
• votePRI - Number of votes PRI
• voteperPRI - Percentage of votes PRI
• votePRD - Number of votes PRD
• voteperPRD - Percentage of votes PRD
• votePRDPAN - Number of votes PRDPAN
• voteperPRDPAN - Percentage of votes PRDPAN
• votePVEM - Number of votes PVEM
• voteperPVEM - Percentage of votes PVEM
• voteMorena - Number of votes Morena
• voteperMorena - Percentage of votes Morena
• voteMC - Number of votes MC
• voteperMC - Percentage of votes MC
• voteNA - Number of votes NA
• voteperNA - Percentage of votes NA
• votePES - Number of votes PES
• voteperPES - Percentage of votes PER
• votePT - Number of votes PT
• voteperPT - Percentage of votes PT
• votePT_MC_Morena - Number of votes PT+MC+Morena
• voteperPT_MC_Morena - Percentage of votes PT+MC+Morena
• votePH - Number of votes PH
• voteperPH - Percentage of votes PH
• voteIndep - Number of votes Independents
• voteperIndep - Percentage of votes Independents
• voteLocalpart - Number of votes Local parties
• voteperLocalpart - Percentage of votes Local parties
• voteNonregvote - Number of non registered votes
• voteperNonregvote - Percentage of non registered votes
• voteNullvotes - Number of Null votes
• voteperNullvotes - Percentage of null votes
• voteValidvotes - Number of Valid votes
• voteTotal - Number of total votes
• nominalist - Nominal List. Electoral Roll
• homicides - Number of homicides per state
• homicides100m - Number of homicides per 100000 inhabitants
• pubspending - State's public spending
• nummunicip - Number of Municipilaties by state
• nummunpartgob - Municipilaties governed by the governor's party
• popgobparty - Population governed by the party of the Governor
• poppergobparty - %Population governed by the party of the Governor
• sizecongress - Size of local congress
• numdipgob - Number of MP of the governor's party
• numdipgobcoal - Number of MP allied to the governor's party
• unemployment - Unemployment rate previous year
• urbanpopstate - % of populaton in urban state areas
• poverty - poverty (% of people in the state)
• moderpoverty - moderate poverty (% of people in the state)
• extrempoverty - extreme poverty (% of people in the state)
• localresources - Resources assigned to municipalities
• genpartfund - General Participation Fund 2009-2014
• genpartfundpc - General Participation Fund 2009-2014, per capita
• yearprevlocelec - Year previous local election
• ganadort1 - Previous party winner
• votePANt1 - Number of votes PAN previous election
• voteperPANt1 - Percentage of votes PAN previous election
• votePRIt1 - Number of votes PRI previous election
• voteperPRIt1 - Percentage of votes PRI previous election
• votePRDt1 - Number of votes PRD previous election
• voteperPRDt1 - Percentage of votes PRD previous election
• votePRDPANt1 - Number of votes PRDPAN previous election
• voteperPRDPANt1 - Percentage of votes PRDPAN previous election
• votePVEMt1 - Number of votes PVEM previous election
• voteperPVEMt1 - Percentage of votes PVEM previous election
• voteMorenat1 - Number of votes Morena previous election
• voteperMorenat1 - Percentage of votes Morena previous election
• voteMCt1 - Number of votes MC previous election
• voteperMCt1 - Percentage of votes MC previous election
• voteNAt1 - Number of votes NA previous election
• voteperNAt1 - Percentage of votes NA previous election
• votePESt1 - Number of votes PES previous election
• voteperPESt1 - Percentage of votes PER previous election
• votePTt1 - Number of votes PT previous election
• voteperPTt1 - Percentage of votes PT previous election
• votePT_MC_Morenat1 - Number of votes PT+MC+Morena previous election
• voteperPT_MC_Morenat1 - Percentage of votes PT+MC+Morena previous election
• votePHt1 - Number of votes PH previous election
• voteperPHt1 - Percentage of votes PH previous election
• voteIndept1 - Number of votes Independents previous election
• voteperIndept1 - Percentage of votes Independents previous election
• voteLocalpartt1 - Number of votes Local parties previous election
• voteperLocalpartt1 - Percentage of votes Independents previous election
• voteNonregvotet1 - Number of non registered votes previous election
• voteperNonregvotet1 - Percentage of non registered votes previous election
• voteNullvotest1 - Number of Null votes previous election
• voteperNullvotest1 - Percentage of null votes previous election
• voteValidvotest1 - Number of Valid votes previous election
• voteTotalt1 - Number of total votes previous election
• nominalistt1 - Nominal List. Electoral Roll previous election
• participationt1 - % of citizen participation previous election
• populationt1 - Population-Census previous election
• GDPt1 - State's Gross Domestic Product previous election
• GDPpct1 - Per capita state's Gross Domestic Product previous election
• homicidest1 - Number of homicides per state previous election
• homicides100mt1 - Number of homicides per 100000 inhabitants previous elections
• pubspendingt1 - State's public spending previous election
• nummunicipt1 - Number of Municipilaties by state previous election
• nummunpartgobt1 - Municipilaties governed by the governor's party previous election
• popgobpartyt1 - Population governed by the party of the Governor previous election
• poppergobpartyt1 - %Population governed by the party of the Governor previous election
• sizecongresst1 - Size of local congress previous election
• numdipgobt1 - Number of MP of the governor's party previous election
• numdipgobcoalt1 - Number of MP allied to the governor's party previous election
• unemploymentt1 - Unemployment rate previous election
• urbanpopstatet1 - % of populaton in urban state areas previous election
• povertyt1 - poverty (% of people in the state) previous election
• moderpovertyt1 - moderate poverty (% of people in the state) previous election
• extrempovertyt1 - extreme poverty (% of people in the state) previous elections
• localresourcest1 - Resources assigned to municipalities previous elections
• genpartfundt1 - General Participation Fund 2009-2014 previous election
• genpartfundpct1 - General Participation Fund 2009-2014, per capita previous election
• estado - State of the election
• election - Date of the election
• year - Year
• STATEDATA
• Eleccin - Election: Governor or Local MP
• Ganador - Winner of the election
• participation - Turnout rate, by state
• population - Population, by state, Census data
• GDP - GDP by state
• GDPpc - GDP per capita by state
• contacted - PEI experts invited, by election
• numresponses - PEI expert responses, by election
• responserate - PEI response rate, by election
• OVERALLINTEGRITY - OVERALL INTEGRITY RATING
• PEIIndexp - PEI index of electoral integrity, individual
• PEIIndexp_lci - PEI Index (raw individual), low ci
• PEIIndexp_hci - PEI Index (raw individual), high ci
• PEIIndexi - PEI index of electoral integrity, imputed
• PEIIndexi_lci - PEI Index (imputed), low ci
• PEIIndexi_hci - PEI Index (imputed), high ci
• PEIIndex_rank - Rank of election according to PEI experts
• PEItype - PEI Index type (high, medium, low)
• rating - Rate electoral integrity of the election (1=very poor->10=very good)
• rating_lci - Rating, low ci
• rating_hci - Rating, high ci
• LAWS - ELECTORAL LAWS SECTION
• lawsunfair - 1-1a. Electoral laws were unfair to smaller parties (1-5)[N]
• lawsunfair2 - 1-1b. Electoral laws were unfair to smaller parties (Reversed coding)
• favoredincumbent - 1-2a. Electoral laws favored the governing party or parties (1-5)[N]
• favoredincumbent2 - 1-2b. Electoral laws favored the governing party or parties (Reversed coding)
• citizens - 1-3a. Elections laws restricted citizens' rights (1-5)[N]
• citizens2 - 1-3b. Elections laws restricted citizens' rights (Reversed coding)
• laws0 - 1-4. Electoral laws index (20-100)
• lawsi - 1-4i. Electoral laws index (20-100), imputed
• PROCEDURES - ELECTORAL PROCEDURES SECTION
• managed - 2-1. Elections were well managed (1-5)[P]
• votinginfo - 2-2. Information about voting procedures was widely available (1-5)[P]
• fairofficials - 2-3. Election officials were fair (1-5)[P]
• legalelections - 2-4. Elections were conducted in accordance with the law (1-5)[P]
• procedures0 - 2-5. Electoral procedures index (25-100)
• proceduresi - 2-5i. Electoral procedures index (25-100), imputed
• BOUNDARIES - BOUNDARIES FOR VOTING DISTRICTS SECTION
• bdiscrim - 3-1a. Boundaries discriminated against some parties (1-5)[N]
• bdiscrim2 - 3-1b. Boundaries discriminated against some parties (Reversed coding)
• bfavored - 3-2a. Boundaries favored incumbents (1-5)[N]
• bfavored2 - 3-2b. Boundaries favored incumbents (Reversed coding)
• bimpartial - 3-3. Boundaries were impartial (1-5)[P]
• boundaries0 - 3-4. Voting district boundaries index (20-100)
• boundariesi - 3-4i. Voting district boundaries index (20-100), imputed
• VOTERREGISTRATION - VOTER REGISTRATION SECTION
• reglisted - 4-1a. Some citizens were not listed in the register (1-5)[N]
• reglisted2 - 4-1b. Some citizens were not listed in the register (Reversed coding)
• reginaccurate - 4-2a. The electoral register was inaccurate (1-5)[N]
• reginaccurate2 - 4-2b. The electoral register was inaccurate (Reversed coding)
• ineligible - 4-3a. Some ineligible electors were registered (1-5)[N]
• ineligible2 - 4-3b. Some ineligible electors were registered (Reversed coding)
• votereg - 4-4. Voter registration index (20-100)
• voteregi - 4-4i. Voter registration index (20-100), imputed
• PARTYREGISTRATION - PARTY AND CANDIDATE REGISTRATION SECTION
• oppprevent - 5-1a. Some opposition candidates were prevented from running (1-5)[N]
• oppprevent2 - 5-1b. Some opposition candidates were prevented from running (Reversed coding)
• womenopp - 5-2. Women had equal opportunities to run for office (1-5)[P]
• minorityopp - 5-3. Ethnic and national minorities had equal opportunities to run for office (1
• leaderselect - 5-4a. Only top party leaders selected candidates (1-5)[N]
• leaderselect2 - 5-4b. Only top party leaders selected candidates (Reversed coding)
• rallies - 5-5a. Some parties/candidates were restricted from holding campaign rallies (1-5
• rallies2 - 5-5b. Some parties/candidates were restricted from holding campaign rallies (Rev
• partyreg - 5-6. Party and candidate registration index (20-100)
• partyregi - 5-6i. Party and candidate registration index (20-100), imputed
• MEDIACOVERAGE - MEDIA COVERAGE SECTION
• newspapers - 6-1. Newspapers provided balanced election news (1-5)[P]
• tv - 6-2a. TV news favored the governing party (1-5)[N]
• tv2 - 6-2b. TV news favored the governing party (Reversed coding)
• fairaccess - 6-3. Parties/candidates had fair access to political broadcasts and advertising
• faircoverage - 6-4. Journalists provided fair coverage of the elections (1-5)[P]
• socialmedia - 6-5. Social media were used to expose electoral fraud (1-5)[P]
• media - 6-6. Media coverage index (20-100)
• mediai - 6-6i. Media coverage index (20-100), imputed
• CAMPAIGNFINANCE - CAMPAIGN FINANCE SECTION
• subsidies - 7-1. Parties/candidates had equitable access to public political subsidies(1-5)[
• donations - 7-2. Parties/candidates had equitable access to political donations(1-5)[P]
• accounts - 7-3. Parties/candidates publish transparent financial accounts(1-5)[P]
• rich - 7-4a. Rich people buy elections (1-5)[N]
• rich2 - 7-4b. Rich people buy elections (Reversed coding)
• resources - 7-5a. Some state resources were improperly used for campaigning (1-5)[N]
• resources2 - 7-5b. Some state resources were improperly used for campaigning (Reversed coding
• finance - 7-6. Campaign finance index (20-100)
• financei - 7-6i. Campaign finance index (20-100), imputed
• VOTINGPROCESS - VOTING PROCESS SECTION
• violence - 8-1a. Some voters were threatened with violence at the polls(1-5)[N]
• violence2 - 8-1b. Some voters were threatened with violence at the polls (Reversed coding)
• fraudulent - 8-2a. Some fraudulent votes were cast (1-5)[N]
• fraudulent2 - 8-2b. Some fraudulent votes were cast (Reversed coding)
• easy - 8-3. The process of voting was easy (1-1)[Y]
• choice - 8-4. Voters were offered a genuine choice at the ballot box (1-5)[P]
• postal - 8-5. Postal ballots were available (1-5)[P]
• disabled - 8-6. Special voting facilities were available for the disabled (1-5)[P]
• expats - 8-7. National citizens living abroad could vote (1-5)[P]
• internet - 8-8. Some form of internet voting was available (1-5)[P]
• voting - 8-9. Voting process index (20-100)
• votingi - 8-9i. Voting process index (20-100), imputed
• VOTECOUNT - THE VOTE COUNT SECTION
• secure - 9-1. Ballot boxes were secure (1-5)[P]
• delay - 9-2. The results were announced without undue delay (1-5)[P]
• faircount - 9-3. Votes were counted fairly (1-5)[P]
• intlmonitors - 9-4a. Int'l election monitors were restricted (1-5)[N]
• intlmonitors2 - 9-4b. Int'l election monitors were restricted (Reversed coding)
• domesticmonitors - 9-5a. Domestic election monitors were restricted (1-5)[N]
• domesticmonitors2 - 9-5b. Domestic election monitors were restricted (Reversed coding)
• count - 9-6. Vote count index (20-100)
• counti - 9-6i. Vote count index (20-100), imputed
• VOTINGRESULTS - VOTING RESULTS SECTION
• challenged - 10-1a. Parties/candidates challenged the results (1-5)[N]
• challenged2 - 10-1b. Parties/candidates challenged the results (Reversed coding)
• protestspeace - 10-2a. The election led to peaceful protests (1-5)[N]
• protestspeace2 - 10-2b. The election led to peaceful protests (Reversed coding)
• protestsviolent - 10-3a. The election triggered violent protests (1-5)[N]
• protestsviolent2 - 10-3b. The election triggered violent protests (Reversed coding)
• disputes - 10-4. Any disputes were resolved through legal channels (1-5)[P]
• results - 10-5. Results index (25-100)
• resultsi - 10-5i. Results index (25-100), imputed
• ELECTIONAUTHORITIES - ELECTORAL AUTHORITIES SECTION
• impartial - 11-1. The election authorities were impartial (1-5)[P]
• info - 11-2. The authorities distributed information to citizens (1-5)[P]
• scrutiny - 11-3. The authorities allowed public scrutiny of their performance (1-5)[P]
• performance - 11-4. The election authorities performed well (1-5)[P]
• EMBs - 11-5. Electoral authorities index (25-100)
• EMBsi - 11-5i. Electoral authorities index (25-100), imputed
• GENERALQUESTIONS - GENERAL ELECTION QUESTIONS
• familiarity - 13-1. How familiar are you with elections in this country?
• important - 13-2. Which election (if more than 1) was most important
• ORGCONFIDENCE - ORGANIZATIONAL CONFIDENCE SECTION
• courts - 14-1. Confidence in the courts of the state(1=none - 10=a great deal)
• gobernador - 14-2. Confidence in the gobernor (1=none - 10=a great deal)
• localdips - 14-3. Confidence in the parliament of the state (1=none - 10=a great deal)
• armyforces - 14-4. Confidence in the armed forces (1=none - 10=a great deal)
• statepolice - 14-5. Confidence in the local and/or federal police (1=none - 10=a great deal)
• localelecauth - 14-6. Confidence in the local electoral authorities (1=none - 10=a great deal)
• statetv - 14-7. Confidence in the state television (1=none - 10=a great deal)
• statepress - 14-8. Confidence in the state press (1=none - 10=a great deal)
• stateparties - 14-9. Confidence in the state political parties (1=none - 10=a great deal)
• BACKGROUND - EXPERT BACKGROUND SECTION
• employment - 15-1. Employment type
• public - 15-2. Works (or has worked) in the government public sector
• university - 15-3. Works (or has worked) in a university
• nonprofit - 15-4. Works (or has worked) in private non-profit sector/NGOs
• agency - 15-5. Works (or has worked) in an international agency
• private - 15-6. Works (or has worked) in an private business or industry
• occupation - 15-7. Most recent occupation
• agegroup - 15-8. Expert's age group (by decade)
• sex - 15-9. Sex (1=female; 0=male)
• education - 15-10. Highest level of education
• born - 15-11. Were you born in this country?
• lived - 15-12. # years lived in this country
• candidate - 15-13. Expert was a candidate for elected office
• rep - 15-14. Expert was an elected representative
• activist - 15-15. Expert was an election activist
• ngo - 15-16. Expert was election NGO watch personnel
• voted - 15-17. Expert voted in this election
• norole - 15-18. Expert did not participate in any role in this election
• natelecmonitor - 15-19. Expert was a national official electoral monitor
• monitorint - 15-19a. Expert was an international official electoral monitor
• elecofficial - 15-20. Expert was an election official
• citizen - 15-21. Expert is a citizen of this country
• supported - 15-22. Support the winning or losing side
• leftrightscale - 15-23. Political views on 10pt left/right scale
• VIGNETTES - VIGNETTES SECTION
• vignetteA - 16-1. Vignette A (Queues)
• vignetteB - 16-2. Vignette B (Boycotts)
• vignetteC - 16-3. Vignette C (Violence)
• EXTRA - EXTRA
• inflorgcrime - Organized crime influenced candidate selection
• inflamenaza - Organized crime influenced threaten candidate
• inflfinanciamiento - Organized crime influenced financing a candidate
• orgcrimpart - Organized crime hindered participation
• orgcrimdecvoter - Organized crime influenced voter's choice
• orgcrimmunic - Local elections organized crime defined results in most populated localities
• STATEPOLITICS - GENERAL POLITICAL STATE DATA
• votePAN - Number of votes PAN
• voteperPAN - Percentage of votes PAN
• votePRI - Number of votes PRI
• voteperPRI - Percentage of votes PRI
• votePRD - Number of votes PRD
• voteperPRD - Percentage of votes PRD
• votePRDPAN - Number of votes PRDPAN
• voteperPRDPAN - Percentage of votes PRDPAN
• votePVEM - Number of votes PVEM
• voteperPVEM - Percentage of votes PVEM
• voteMorena - Number of votes Morena
• voteperMorena - Percentage of votes Morena
• voteMC - Number of votes MC
• voteperMC - Percentage of votes MC
• voteNA - Number of votes NA
• voteperNA - Percentage of votes NA
• votePES - Number of votes PES
• voteperPES - Percentage of votes PER
• votePT - Number of votes PT
• voteperPT - Percentage of votes PT
• votePT_MC_Morena - Number of votes PT+MC+Morena
• voteperPT_MC_Morena - Percentage of votes PT+MC+Morena
• votePH - Number of votes PH
• voteperPH - Percentage of votes PH
• voteIndep - Number of votes Independents
• voteperIndep - Percentage of votes Independents
• voteLocalpart - Number of votes Local parties
• voteperLocalpart - Percentage of votes Local parties
• voteNonregvote - Number of non registered votes
• voteperNonregvote - Percentage of non registered votes
• voteNullvotes - Number of Null votes
• voteperNullvotes - Percentage of null votes
• voteValidvotes - Number of Valid votes
• voteTotal - Number of total votes
• nominalist - Nominal List. Electoral Roll
• homicides - Number of homicides per state
• homicides100m - Number of homicides per 100000 inhabitants
• pubspending - State's public spending
• nummunicip - Number of Municipilaties by state
• nummunpartgob - Municipilaties governed by the governor's party
• popgobparty - Population governed by the party of the Governor
• poppergobparty - %Population governed by the party of the Governor
• sizecongress - Size of local congress
• numdipgob - Number of MP of the governor's party
• numdipgobcoal - Number of MP allied to the governor's party
• unemployment - Unemployment rate previous year
• urbanpopstate - % of populaton in urban state areas
• poverty - poverty (% of people in the state)
• moderpoverty - moderate poverty (% of people in the state)
• extrempoverty - extreme poverty (% of people in the state)
• localresources - Resources assigned to municipalities
• genpartfund - General Participation Fund 2009-2014
• genpartfundpc - General Participation Fund 2009-2014, per capita
• yearprevlocelec - Year previous local election
• ganadort1 - Previous party winner
• votePANt1 - Number of votes PAN previous election
• voteperPANt1 - Percentage of votes PAN previous election
• votePRIt1 - Number of votes PRI previous election
• voteperPRIt1 - Percentage of votes PRI previous election
• votePRDt1 - Number of votes PRD previous election
• voteperPRDt1 - Percentage of votes PRD previous election
• votePRDPANt1 - Number of votes PRDPAN previous election
• voteperPRDPANt1 - Percentage of votes PRDPAN previous election
• votePVEMt1 - Number of votes PVEM previous election
• voteperPVEMt1 - Percentage of votes PVEM previous election
• voteMorenat1 - Number of votes Morena previous election
• voteperMorenat1 - Percentage of votes Morena previous election
• voteMCt1 - Number of votes MC previous election
• voteperMCt1 - Percentage of votes MC previous election
• voteNAt1 - Number of votes NA previous election
• voteperNAt1 - Percentage of votes NA previous election
• votePESt1 - Number of votes PES previous election
• voteperPESt1 - Percentage of votes PER previous election
• votePTt1 - Number of votes PT previous election
• voteperPTt1 - Percentage of votes PT previous election
• votePT_MC_Morenat1 - Number of votes PT+MC+Morena previous election
• voteperPT_MC_Morenat1 - Percentage of votes PT+MC+Morena previous election
• votePHt1 - Number of votes PH previous election
• voteperPHt1 - Percentage of votes PH previous election
• voteIndept1 - Number of votes Independents previous election
• voteperIndept1 - Percentage of votes Independents previous election
• voteLocalpartt1 - Number of votes Local parties previous election
• voteperLocalpartt1 - Percentage of votes Independents previous election
• voteNonregvotet1 - Number of non registered votes previous election
• voteperNonregvotet1 - Percentage of non registered votes previous election
• voteNullvotest1 - Number of Null votes previous election
• voteperNullvotest1 - Percentage of null votes previous election
• voteValidvotest1 - Number of Valid votes previous election
• voteTotalt1 - Number of total votes previous election
• nominalistt1 - Nominal List. Electoral Roll previous election
• participationt1 - % of citizen participation previous election
• populationt1 - Population-Census previous election
• GDPt1 - State's Gross Domestic Product previous election
• GDPpct1 - Per capita state's Gross Domestic Product previous election
• homicidest1 - Number of homicides per state previous election
• homicides100mt1 - Number of homicides per 100000 inhabitants previous elections
• pubspendingt1 - State's public spending previous election
• nummunicipt1 - Number of Municipilaties by state previous election
• nummunpartgobt1 - Municipilaties governed by the governor's party previous election
• popgobpartyt1 - Population governed by the party of the Governor previous election
• poppergobpartyt1 - %Population governed by the party of the Governor previous election
• sizecongresst1 - Size of local congress previous election
• numdipgobt1 - Number of MP of the governor's party previous election
• numdipgobcoalt1 - Number of MP allied to the governor's party previous election
• unemploymentt1 - Unemployment rate previous election
• urbanpopstatet1 - % of populaton in urban state areas previous election
• povertyt1 - poverty (% of people in the state) previous election
• moderpovertyt1 - moderate poverty (% of people in the state) previous election
• extrempovertyt1 - extreme poverty (% of people in the state) previous elections
• localresourcest1 - Resources assigned to municipalities previous elections
• genpartfundt1 - General Participation Fund 2009-2014 previous election
• genpartfundpct1 - General Participation Fund 2009-2014, per capita previous election

f2741416 Location:

Summary Statistics: Min. 1.0; Max. 292.0; StDev 84.43735350345051; Valid 292.0; Mean 146.5

Variable Format: numeric

Notes: UNF:6:h6NY0Zq+ZszdairMebRBNw==

f2741416 Location:

Summary Statistics: Max. 1.0; Valid 292.0; Mean 0.49315068493150677; Min. 0.0; StDev 0.5008113738712826;

Variable Format: numeric

Notes: UNF:6:PXXNfsIgxGkdZQnJOcDDgQ==

f2741416 Location:

Variable Format: character

Notes: UNF:6:F2vcM3AARhU39uYmX6PMng==

f2741416 Location:

Variable Format: character

Notes: UNF:6:18mdfAC2OX2ieaN0bWej0A==

f2741416 Location:

Summary Statistics: Min. 2015.0; Max. 2015.0; StDev 0.0; Mean 2015.0; Valid 292.0;

Variable Format: numeric

Notes: UNF:6:51b9a9lxi0d5mitz3qYd6Q==

f2741416 Location:

Summary Statistics: StDev NaN; Valid 0.0; Mean NaN; Min. NaN; Max. NaN

Variable Format: numeric

Notes: UNF:6:t/vsRQpNohXQ93hzdEXQ0w==

f2741416 Location:

Variable Format: character

Notes: UNF:6:o9+kRMmJiuNi8nouAXzyTg==

f2741416 Location:

Variable Format: character

Notes: UNF:6:9SqSS7ibhJ/8EEV10QQTkw==

f2741416 Location:

Summary Statistics: Max. 72.88021506214639; Valid 292.0; Min. 39.194063940883694; StDev 7.566457774560182; Mean 52.546538491639694

Variable Format: numeric

Notes: UNF:6:vFHg7QuJiAHjIA1ih5xLmg==

f2741416 Location:

Summary Statistics: Valid 292.0; Mean 5166193.9246575385; Max. 1.5175862E7; StDev 3747303.8655581255; Min. 637026.0

Variable Format: numeric

Notes: UNF:6:cI+v/PLc9lu5lxplTXt5dg==

f2741416 Location:

Summary Statistics: Max. 2243141.0; StDev 779468.2796374895; Valid 292.0; Min. 76636.0; Mean 850639.5

Variable Format: numeric

Notes: UNF:6:lMTUVngfI8gVsLPmKuSzUw==

f2741416 Location:

Summary Statistics: Mean 173281.0082035119; Valid 292.0; Max. 767358.388018107; Min. 47864.520137264466; StDev 140624.07615568905;

Variable Format: numeric

Notes: UNF:6:+SjDLV7jpmip4oSCsTiRHw==

f2741416 Location:

Summary Statistics: Mean NaN; Valid 0.0; Max. NaN; StDev NaN; Min. NaN

Variable Format: numeric

Notes: UNF:6:t/vsRQpNohXQ93hzdEXQ0w==

f2741416 Location:

Summary Statistics: Min. 1.0; Max. 10.0; Mean 6.768166089965398; StDev 2.0168277552980496; Valid 289.0

Variable Format: numeric

Notes: UNF:6:E/psiZ841H/wHhJuUD837Q==

f2741416 Location:

Summary Statistics: StDev 13.70135489603399; Mean 53.08641965889636; Max. 88.26530456542969; Valid 81.0; Min. 19.387754440307617

Variable Format: numeric

Notes: UNF:6:NM/V0DoM+vgvwYC7dhftJw==

f2741416 Location:

Summary Statistics: Valid 290.0; Max. 89.97449493408203; Min. 15.510205268859863; Mean 53.1366101199183; StDev 13.491092758220825;

Variable Format: numeric

Notes: UNF:6:CfoNL892m+VoARtGazI9JA==

f2741416 Location:

Summary Statistics: Max. NaN; Mean NaN; Valid 0.0; Min. NaN; StDev NaN

Variable Format: numeric

Notes: UNF:6:t/vsRQpNohXQ93hzdEXQ0w==

f2741416 Location:

Summary Statistics: Valid 290.0; Mean 2.7931034482758625; StDev 1.1758619115083897; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:6ttrm5u/TbY9h8yvlt3Cog==

f2741416 Location:

Summary Statistics: Valid 290.0; Min. 1.0; Mean 3.2068965517241375; Max. 5.0; StDev 1.1758619115083897;

Variable Format: numeric

Notes: UNF:6:e3m7sFCQQjydab5naJV8vg==

f2741416 Location:

Summary Statistics: Max. 5.0; Valid 286.0; StDev 1.3402592783252938; Min. 1.0; Mean 3.013986013986014;

Variable Format: numeric

Notes: UNF:6:BuFwzrEt+wOva/B+HQbrdA==

f2741416 Location:

Summary Statistics: Valid 286.0; Mean 2.986013986013986; StDev 1.3402592783252938; Min. 1.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:2ER9k0lxLgq4X0M+uk4rlg==

f2741416 Location:

Summary Statistics: Valid 286.0; Max. 5.0; Min. 1.0; StDev 1.3681131274965044; Mean 2.667832167832168

Variable Format: numeric

Notes: UNF:6:cbdSs8ZEmo9vAYqnA4rOfA==

f2741416 Location:

Summary Statistics: StDev 1.3681131274965044; Min. 1.0; Mean 3.332167832167832; Valid 286.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:nn+4wFgd9A+3WL47a+wTfA==

f2741416 Location:

Summary Statistics: StDev 20.103380344689334; Min. 20.010000228881836; Mean 63.529401201597395; Max. 100.05000305175781; Valid 284.0

Variable Format: numeric

Notes: UNF:6:17G3vlh30cqc7ZcQ95v2fw==

f2741416 Location:

Summary Statistics: Mean 54.47737649216275; Max. 100.0; Valid 291.0; StDev 25.408411841485805; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:bK2TVeQlY57M3M875lGBoA==

f2741416 Location:

Summary Statistics: Max. NaN; Mean NaN; Valid 0.0; Min. NaN; StDev NaN;

Variable Format: numeric

Notes: UNF:6:t/vsRQpNohXQ93hzdEXQ0w==

f2741416 Location:

Summary Statistics: Min. 1.0; Max. 5.0; Valid 289.0; Mean 3.1730103806228374; StDev 1.2294836892992838;

Variable Format: numeric

Notes: UNF:6:0V2EbY3LF1aax7yG2rQAnA==

f2741416 Location:

Summary Statistics: Min. 1.0; Max. 5.0; Valid 290.0; StDev 1.2289948534631534; Mean 3.617241379310345

Variable Format: numeric

Notes: UNF:6:TCXlrv9MZ2pGL/Nz2EzVTg==

f2741416 Location:

Summary Statistics: StDev 1.1189244436191816; Min. 1.0; Valid 287.0; Max. 5.0; Mean 3.3867595818815333;

Variable Format: numeric

Notes: UNF:6:p0UP+VDmHNBoldd47Rt2LA==

f2741416 Location:

Summary Statistics: Valid 289.0; StDev 1.2015204867999218; Min. 1.0; Mean 3.671280276816609; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:YDCqfe58RvkTigJyHjbE8w==

f2741416 Location:

Summary Statistics: Max. 100.0; Mean 69.26315789473684; Min. 20.0; StDev 18.91839993735649; Valid 285.0;

Variable Format: numeric

Notes: UNF:6:uNQno4iTG4mMGRVTOraE1g==

f2741416 Location:

Summary Statistics: Mean 61.52920962199313; Max. 100.0; Valid 291.0; StDev 23.4500232174514; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:YezMTjxUSgUIQjkw1fjC9Q==

f2741416 Location:

Summary Statistics: Max. NaN; Valid 0.0; StDev NaN; Mean NaN; Min. NaN

Variable Format: numeric

Notes: UNF:6:t/vsRQpNohXQ93hzdEXQ0w==

f2741416 Location:

Summary Statistics: Max. 5.0; Mean 2.4979253112033195; StDev 1.1296182294909811; Min. 1.0; Valid 241.0

Variable Format: numeric

Notes: UNF:6:r4DtXrs9bpkhGi44EnGN0A==

f2741416 Location:

Summary Statistics: Min. 1.0; Mean 3.5020746887966805; Max. 5.0; StDev 1.1296182294909811; Valid 241.0;

Variable Format: numeric

Notes: UNF:6:MQ9iMK9V3TcmgG+oQ1KHfQ==

f2741416 Location:

Summary Statistics: Valid 245.0; Mean 2.620408163265306; Min. 1.0; Max. 5.0; StDev 1.1764387061981947;

Variable Format: numeric

Notes: UNF:6:aQe0QwQMh2HuFjN/5lha+g==

f2741416 Location:

Summary Statistics: Valid 245.0; Mean 3.379591836734694; StDev 1.1764387061981947; Min. 1.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:KKt5Q1bsND7KcSQbzjxNfg==

f2741416 Location:

Summary Statistics: Min. 1.0; Mean 3.3551020408163263; StDev 1.1053263787132848; Valid 245.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:KFB9+JSstkOukTtyaYuvVQ==

f2741416 Location:

Summary Statistics: Valid 238.0; StDev 19.50092356966515; Min. 20.010000228881836; Mean 68.43756290243454; Max. 100.05000305175781

Variable Format: numeric

Notes: UNF:6:3YRwiDn0LainDn1Pghz2ug==

f2741416 Location:

Summary Statistics: StDev 22.782753672778238; Mean 60.18184399359004; Min. 0.0; Valid 291.0; Max. 100.0

Variable Format: numeric

Notes: UNF:6:wELMMxZy8IPGwgEODh0UDQ==

f2741416 Location:

Summary Statistics: Min. NaN; Mean NaN; StDev NaN; Max. NaN; Valid 0.0

Variable Format: numeric

Notes: UNF:6:t/vsRQpNohXQ93hzdEXQ0w==

f2741416 Location:

Summary Statistics: Max. 5.0; Mean 2.599236641221374; Min. 1.0; Valid 262.0; StDev 1.1428938321657298

Variable Format: numeric

Notes: UNF:6:k8m/nPu5JggwTRPTMWOejQ==

f2741416 Location:

Summary Statistics: Mean 3.400763358778626; Min. 1.0; Valid 262.0; Max. 5.0; StDev 1.1428938321657298;

Variable Format: numeric

Notes: UNF:6:QFlb9Kmrt1aEsf2DNUyPCA==

f2741416 Location:

Summary Statistics: StDev 1.0584771922900542; Min. 1.0; Max. 5.0; Valid 269.0; Mean 2.2639405204460967;

Variable Format: numeric

Notes: UNF:6:EfKRhRVA9n/CE6ne8n32rQ==

f2741416 Location:

Summary Statistics: StDev 1.0584771922900542; Mean 3.7360594795539033; Min. 1.0; Valid 269.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:g4Yo7VVd68sLgq2SIxMKLw==

f2741416 Location:

Summary Statistics: Max. 5.0; Valid 240.0; Min. 1.0; StDev 1.0470037611545084; Mean 2.2958333333333334

Variable Format: numeric

Notes: UNF:6:LWJHgsMph3htezLoUHLXCw==

f2741416 Location:

Summary Statistics: Valid 240.0; Max. 5.0; Min. 1.0; Mean 3.7041666666666666; StDev 1.0470037611545084;

Variable Format: numeric

Notes: UNF:6:cMJd9Dxba/SaKN+Lbr1rDQ==

f2741416 Location:

Summary Statistics: Min. 20.010000228881836; Mean 73.22868672063795; Valid 236.0; StDev 18.67850478961136; Max. 100.05000305175781;

Variable Format: numeric

Notes: UNF:6:TG46EI1M1m2NICTKezyFsg==

f2741416 Location:

Summary Statistics: Max. 100.0; Valid 291.0; StDev 23.29428563717695; Mean 65.03895098073376; Min. 0.0

Variable Format: numeric

Notes: UNF:6:BTHZZ6YmawTIuIS5aPtCVA==

f2741416 Location:

Summary Statistics: Mean NaN; Max. NaN; Valid 0.0; StDev NaN; Min. NaN;

Variable Format: numeric

Notes: UNF:6:t/vsRQpNohXQ93hzdEXQ0w==

f2741416 Location:

Summary Statistics: Max. 5.0; Valid 279.0; Mean 1.989247311827957; Min. 1.0; StDev 1.0335517827074316;

Variable Format: numeric

Notes: UNF:6:02bANiMSNWkcd82IvUCR+A==

f2741416 Location:

Summary Statistics: Mean 4.010752688172043; StDev 1.0335517827074316; Max. 5.0; Valid 279.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:x8hMDao5timcbNRvS9pnyw==

f2741416 Location:

Summary Statistics: StDev 1.2896096326239272; Min. 1.0; Max. 5.0; Valid 287.0; Mean 3.5191637630662016

Variable Format: numeric

Notes: UNF:6:HKYCaNALlJcIXrTpDQVQIA==

f2741416 Location:

Summary Statistics: StDev 1.3149851207886545; Min. 1.0; Valid 280.0; Mean 2.835714285714286; Max. 5.0

Variable Format: numeric

Notes: UNF:6:VCeCEzkGkOMZ3jRhNucHQA==

f2741416 Location:

Summary Statistics: StDev 1.1620545494477035; Mean 3.795774647887324; Min. 1.0; Valid 284.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:q9KuBCaOLS3SyYlE3aAjAQ==

f2741416 Location:

Summary Statistics: StDev 1.1620545494477035; Mean 2.204225352112676; Max. 5.0; Min. 1.0; Valid 284.0;

Variable Format: numeric

Notes: UNF:6:ZsobuX36jsdD7UIbVfTURg==

f2741416 Location:

Summary Statistics: Min. 1.0; Max. 5.0; StDev 1.270741226073112; Valid 278.0; Mean 3.0503597122302155

Variable Format: numeric

Notes: UNF:6:EChy+vheL4vea6oQlFz50A==

f2741416 Location:

Summary Statistics: Mean 2.9496402877697845; StDev 1.270741226073112; Valid 278.0; Min. 1.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:0PSj+UA/mk8bajNKTA8I1w==

f2741416 Location:

Summary Statistics: Min. 20.0; StDev 16.27883113289075; Mean 62.32452830188679; Valid 265.0; Max. 100.0

Variable Format: numeric

Notes: UNF:6:NoUg4eceoEAIx5iUDNGRKA==

f2741416 Location:

Summary Statistics: StDev 20.371759972968846; Valid 291.0; Max. 100.0; Min. 0.0; Mean 52.554982817869416;

Variable Format: numeric

Notes: UNF:6:Wr0LauGRLGKmRkl4CxbAsw==

f2741416 Location:

Summary Statistics: Min. NaN; Valid 0.0; StDev NaN; Max. NaN; Mean NaN

Variable Format: numeric

Notes: UNF:6:t/vsRQpNohXQ93hzdEXQ0w==

f2741416 Location:

Summary Statistics: Valid 286.0; Max. 5.0; StDev 1.2273615566029912; Mean 2.4755244755244754; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:i82mJaFDW6thkTE0vknXbg==

f2741416 Location:

Summary Statistics: Valid 278.0; StDev 1.2058745557259298; Mean 3.4496402877697845; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:8RXy0EtTbi5pXr0SjNMPyg==

f2741416 Location:

Summary Statistics: Min. 1.0; Max. 5.0; StDev 1.2058745557259298; Valid 278.0; Mean 2.5503597122302155

Variable Format: numeric

Notes: UNF:6:Fa8osMKaXSmqGVeTgBn9zg==

f2741416 Location:

Summary Statistics: Mean 2.8652482269503543; Max. 5.0; Min. 1.0; Valid 282.0; StDev 1.3108898293029052

Variable Format: numeric

Notes: UNF:6:A2jRHZv2bJj+bJFHGPRSHw==

f2741416 Location:

Summary Statistics: Mean 2.451048951048951; Min. 1.0; StDev 1.0773826069720618; Valid 286.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:LR0q2HIZS1qhHg2VMhkSYQ==

f2741416 Location:

Summary Statistics: Min. 1.0; StDev 1.1731325484530628; Max. 5.0; Valid 260.0; Mean 3.146153846153846;

Variable Format: numeric

Notes: UNF:6:kw35DK0XjOp7cthmW6zN5g==

f2741416 Location:

Summary Statistics: Max. 92.0; Mean 53.744; StDev 14.189709490390797; Min. 20.0; Valid 250.0

Variable Format: numeric

Notes: UNF:6:YRsLLzM/3zjs4r153ne8OQ==

f2741416 Location:

Summary Statistics: Min. 0.0; StDev 17.56191113194342; Max. 90.0; Mean 42.28932923058054; Valid 291.0

Variable Format: numeric

Notes: UNF:6:xEPQZ0wcRHsSi9J/IDv6cQ==

f2741416 Location:

Summary Statistics: StDev NaN; Max. NaN; Valid 0.0; Mean NaN; Min. NaN

Variable Format: numeric

Notes: UNF:6:t/vsRQpNohXQ93hzdEXQ0w==

f2741416 Location:

Summary Statistics: StDev 1.3013961955300242; Valid 283.0; Max. 5.0; Mean 3.1095406360424023; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:cTLHOTupoZ02nWz0fmB9jw==

f2741416 Location:

Summary Statistics: Min. 1.0; StDev 1.1925067249942989; Mean 2.7039999999999997; Valid 250.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:PtD23mj5WO8/c+4lAl0U1A==

f2741416 Location:

Summary Statistics: Min. 1.0; Mean 1.7330960854092528; Valid 281.0; StDev 0.9082601232295223; Max. 5.0

Variable Format: numeric

Notes: UNF:6:3r08FhLHCpvNszhKT/LTZw==

f2741416 Location:

Summary Statistics: Max. 5.0; StDev 1.2662752148049774; Min. 1.0; Mean 3.146520146520147; Valid 273.0;

Variable Format: numeric

Notes: UNF:6:NLNpR6CpEAp9c6gai7QbSg==

f2741416 Location:

Summary Statistics: StDev 1.2662752148049774; Valid 273.0; Min. 1.0; Mean 2.853479853479853; Max. 5.0

Variable Format: numeric

Notes: UNF:6:FhXCf9exkPLG0J4UlwPNcA==

f2741416 Location:

Summary Statistics: Max. 5.0; Min. 1.0; Valid 273.0; StDev 1.0675448536956265; Mean 3.9926739926739927;

Variable Format: numeric

Notes: UNF:6:uWDJBp79PfpyjZbG5J+ptA==

f2741416 Location:

Summary Statistics: StDev 1.0675448536956265; Min. 1.0; Mean 2.0073260073260073; Valid 273.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:Oe96KBFUWJG0jEnSB8Pfjg==

f2741416 Location:

Summary Statistics: Mean 49.22943722943723; Min. 20.0; Valid 231.0; Max. 96.0; StDev 16.21416983983317

Variable Format: numeric

Notes: UNF:6:0Miwk+7CdYox/1g47sqYQA==

f2741416 Location:

Summary Statistics: Min. 0.0; Mean 37.26546391752577; StDev 19.812629237030567; Max. 95.0; Valid 291.0

Variable Format: numeric

Notes: UNF:6:gxwGI+pQL7UXr2UJBH4mog==

f2741416 Location:

Summary Statistics: Valid 0.0; StDev NaN; Max. NaN; Mean NaN; Min. NaN;

Variable Format: numeric

Notes: UNF:6:t/vsRQpNohXQ93hzdEXQ0w==

f2741416 Location:

Summary Statistics: Min. 1.0; Valid 257.0; Mean 2.964980544747082; StDev 1.2194466356820457; Max. 5.0

Variable Format: numeric

Notes: UNF:6:AAe+z3oWrinR2bSNgg/3og==

f2741416 Location:

Summary Statistics: Mean 3.035019455252918; StDev 1.2194466356820457; Min. 1.0; Max. 5.0; Valid 257.0

Variable Format: numeric

Notes: UNF:6:jmBPx0CCsV0QF42PZKRyPg==

f2741416 Location:

Summary Statistics: Max. 5.0; Min. 1.0; Valid 253.0; Mean 3.2134387351778657; StDev 1.2351889327567442

Variable Format: numeric

Notes: UNF:6:z9t4HzmTxcZSiYnqe9hnQQ==

f2741416 Location:

Summary Statistics: Mean 2.7865612648221343; Valid 253.0; Min. 1.0; StDev 1.2351889327567442; Max. 5.0

Variable Format: numeric

Notes: UNF:6:6EYG0d1XBW7kNrHwJqEgNg==

f2741416 Location:

Summary Statistics: Valid 286.0; Min. 1.0; Max. 5.0; Mean 3.7797202797202796; StDev 1.1131153967106502

Variable Format: numeric

Notes: UNF:6:cvsCL7gPbOlt2b3U9Nnjng==

f2741416 Location:

Summary Statistics: Min. 1.0; Valid 287.0; Mean 3.3797909407665507; Max. 5.0; StDev 1.2454150703280267;

Variable Format: numeric

Notes: UNF:6:iOBiD8/VW1+WNVdO8lAwNQ==

f2741416 Location:

Summary Statistics: StDev 1.1416574359989755; Mean 1.978021978021978; Max. 5.0; Min. 1.0; Valid 182.0

Variable Format: numeric

Notes: UNF:6:2aaxUi8Qiv+eUrdowGd7Jg==

f2741416 Location:

Summary Statistics: Max. 5.0; Mean 2.915322580645161; StDev 1.3782899899259804; Valid 248.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:cYMaA09yUh7iQ42d5dqV7w==

f2741416 Location:

Summary Statistics: Min. 1.0; StDev 1.4124622982704857; Valid 204.0; Mean 2.9950980392156867; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:NgCPfPDFJ1zWpGFX3jTjFw==

f2741416 Location:

Summary Statistics: Mean 1.6612021857923502; Min. 1.0; StDev 0.9692937712274089; Max. 5.0; Valid 183.0

Variable Format: numeric

Notes: UNF:6:Vdgb3IXaXJXQyCW5G8JAXg==

f2741416 Location:

Summary Statistics: Min. 22.5; Mean 54.88095238095238; Max. 87.5; StDev 11.865315599920393; Valid 126.0;

Variable Format: numeric

Notes: UNF:6:Q094BBM2rPwBixatDQDI3g==

f2741416 Location:

Summary Statistics: Max. 84.375; Mean 45.54499570446736; StDev 15.160300704876072; Min. 3.125; Valid 291.0

Variable Format: numeric

Notes: UNF:6:94QElMCyQpTOP2gDXDuYRw==

f2741416 Location:

Summary Statistics: Mean NaN; Min. NaN; Valid 0.0; StDev NaN; Max. NaN;

Variable Format: numeric

Notes: UNF:6:t/vsRQpNohXQ93hzdEXQ0w==

f2741416 Location:

Summary Statistics: Valid 285.0; Mean 3.6771929824561402; Min. 1.0; StDev 1.120081980126502; Max. 5.0

Variable Format: numeric

Notes: UNF:6:/gV91uKgVARxoUkLjmKmgQ==

f2741416 Location:

Summary Statistics: Max. 5.0; Valid 289.0; StDev 1.2468144722994075; Mean 3.5432525951557086; Min. 1.0

Variable Format: numeric

Notes: UNF:6:nFRLRln7AthDmcbEqayDEw==

f2741416 Location:

Summary Statistics: Max. 5.0; Valid 278.0; StDev 1.094578204899274; Mean 3.751798561151079; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:flwStvDwyyw9UFa88byL8g==

f2741416 Location:

Summary Statistics: Mean 2.0801687763713077; Valid 237.0; Min. 1.0; Max. 5.0; StDev 0.8912873788699226;

Variable Format: numeric

Notes: UNF:6:ni3mnpbmyZMyD1aIkYiPoQ==

f2741416 Location:

Summary Statistics: Min. 1.0; Valid 237.0; StDev 0.8912873788699226; Mean 3.9198312236286923; Max. 5.0

Variable Format: numeric

Notes: UNF:6:F+eLo7TXoYgA5Eo6BSVZJg==

f2741416 Location:

Summary Statistics: StDev 0.935795952734151; Mean 2.0784313725490198; Valid 255.0; Max. 5.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:9iZsphegCbDLyHqVDf6BmA==

f2741416 Location:

Summary Statistics: StDev 0.935795952734151; Max. 5.0; Mean 3.9215686274509802; Valid 255.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:LYSE/9UXMI5OjyIrU+6vSA==

f2741416 Location:

Summary Statistics: Valid 232.0; Max. 100.0; Min. 20.0; Mean 76.20689655172414; StDev 15.621894526443096

Variable Format: numeric

Notes: UNF:6:bRl06egmnEIyzLoZPf3aFg==

f2741416 Location:

Summary Statistics: Mean 68.19741379310345; StDev 19.240634765006135; Max. 100.0; Min. 0.0; Valid 290.0

Variable Format: numeric

Notes: UNF:6:TUuY7F9tMgtntJCT7Wv4AQ==

f2741416 Location:

Summary Statistics: Mean NaN; Min. NaN; Max. NaN; Valid 0.0; StDev NaN

Variable Format: numeric

Notes: UNF:6:t/vsRQpNohXQ93hzdEXQ0w==

f2741416 Location:

Summary Statistics: Min. 1.0; StDev 0.9250398301033511; Max. 5.0; Mean 3.9790209790209783; Valid 286.0;

Variable Format: numeric

Notes: UNF:6:7WJidhPKHQ5e9xRm9gLQ8w==

f2741416 Location:

Summary Statistics: Mean 2.0209790209790217; Max. 5.0; StDev 0.9250398301033511; Min. 1.0; Valid 286.0

Variable Format: numeric

Notes: UNF:6:wYr+6A6+e9uEIOQYay3jOA==

f2741416 Location:

Summary Statistics: StDev 1.1966845403744997; Max. 5.0; Min. 1.0; Valid 281.0; Mean 3.3629893238434168;

Variable Format: numeric

Notes: UNF:6:0jkQZo56AVU/sLNWNMIx8Q==

f2741416 Location:

Summary Statistics: Min. 1.0; Mean 2.6370106761565832; Valid 281.0; StDev 1.1966845403744997; Max. 5.0

Variable Format: numeric

Notes: UNF:6:C7Uf80JRpInYPrHkESI/vw==

f2741416 Location:

Summary Statistics: StDev 1.1191687822724774; Valid 278.0; Mean 2.147482014388489; Min. 1.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:t00D7yrmKs8hx8+/IjXZBg==

f2741416 Location:

Summary Statistics: Mean 3.852517985611511; Min. 1.0; Max. 5.0; Valid 278.0; StDev 1.1191687822724774

Variable Format: numeric

Notes: UNF:6:W65CIWBcuMirTyLMGqNTPQ==

f2741416 Location:

Summary Statistics: Valid 276.0; Mean 3.902173913043478; StDev 1.0060881863610058; Min. 1.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:QPF3KLtHiy5IiGUxODK6FQ==

f2741416 Location:

Summary Statistics: StDev 13.856614881877706; Valid 263.0; Min. 20.0; Max. 100.0; Mean 61.65399239543726;

Variable Format: numeric

Notes: UNF:6:6LwqvDMhK+5MCL7klueyHg==

f2741416 Location:

Summary Statistics: Min. 0.0; Mean 52.78994845360825; Valid 291.0; StDev 17.261590743536168; Max. 100.0;

Variable Format: numeric

Notes: UNF:6:gLZHLWn/iOeXIPqOoSOSQA==

f2741416 Location:

Summary Statistics: StDev NaN; Max. NaN; Min. NaN; Mean NaN; Valid 0.0;

Variable Format: numeric

Notes: UNF:6:t/vsRQpNohXQ93hzdEXQ0w==

f2741416 Location:

Summary Statistics: StDev 1.2366782386532185; Max. 5.0; Min. 1.0; Valid 287.0; Mean 3.3101045296167246

Variable Format: numeric

Notes: UNF:6:W5HqexdESWzJyShOCh2upA==

f2741416 Location:

Summary Statistics: StDev 1.1650841681415325; Mean 3.6493055555555554; Valid 288.0; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:lL/RtMx4CBctTo+V6W1J3A==

f2741416 Location:

Summary Statistics: StDev 1.2603708648942862; Mean 3.414035087719298; Max. 5.0; Valid 285.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:bXjEmgURrgn6kaaSH3G5EA==

f2741416 Location:

Summary Statistics: Valid 289.0; Max. 5.0; StDev 1.2275375055640119; Min. 1.0; Mean 3.311418685121107;

Variable Format: numeric

Notes: UNF:6:4JHWdOZSOYqjQxhhLBxRHA==