Perceptions of Electoral Integrity, (PEI-8.0) (doi:10.7910/DVN/YSNYXD)

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Perceptions of Electoral Integrity, (PEI-8.0)

doi:10.7910/DVN/YSNYXD

Harvard Dataverse

2022-05-18

1

Garnett, Holly Ann; James, Toby S.; MacGregor, Madison, 2022, "Perceptions of Electoral Integrity, (PEI-8.0)", https://doi.org/10.7910/DVN/YSNYXD, Harvard Dataverse, V1, UNF:6:lINJ6KG6BcEwGIXz7tM4Yg== [fileUNF]

Perceptions of Electoral Integrity, (PEI-8.0)

doi:10.7910/DVN/YSNYXD

Garnett, Holly Ann (Royal Military College. Department of Political Science and Economics)

James, Toby S. (University of East Anglia. School of Politics, Philosophy, Language and Communication Studies)

MacGregor, Madison (Electoral Integrity Project)

MacGregor, Madison

Electoral Integrity Project

2022

STATA

890-2020-0006

Harvard Dataverse

Electoral Integrity Project

Electoral Integrity Project

MacGregor, Madison

2022-05-18

2022-05-19

Perceptions of Electoral Integrity Index

The pilot study (PEI_1), first released in May 2013, covered 20 elections held from 1 July 2012 to 31 December 2012. The second release (PEI_2) was made publicly available in February 2014 and included all national elections held from 1 January to 31 December 2013. The midyear release (PEI_2.5) in August included all these earlier cases and expanded the comparison by adding elections occurring from 1 January 2014 to June 30, 2014. The third release of the dataset (PEI_3) included 2012 and 2013 cases and expanded the comparison by including all national elections held from January 1st to December 31st, 2014. In total PEI_3 included expert evaluations of 127 elections held in 107 countries. PEI_3.5 included the responses for 1,696 experts for 153 elections in 125 countries. PEI_4.0 gathered the opinion of 2,080 experts for 180 elections in 139 countries, which were updated in the mid-year release PEI_4.5 to 2,417 experts for 213 elections in 153 countries. PEI_5.0, released May 2017, included the assessment of 2,709 individual expert evaluations of 241 elections in 158 countries up until the end of 2016. The mid-year update, PEI_5.5, included 2,961 experts, 260 national elections, and 161 countries, covering until 30 June 2017. PEI_6.0, released in March 2018, included 3,253 experts, evaluating 285 national elections in 164 countries covering until 1 January 2018. The mid-year update, PEI_6.5, included 3,524 experts, 310 national elections, and 165 countries, covering until 30 June 2018. PEI_7.0, covers 3,821 experts evaluating 336 national elections in 166 countries, from 1 July 2012 to 31 December 2018 . The present data release adds to these results 730 experts evaluating 143 national elections in 115 countries, from February 3rd, 2019, to December 31st, 2021.

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

Social Sciences, Elections, Perceptions of Electoral Integrity (PEI), Electoral Integrity Project, Electoral integrity, Electoral fraud, Voting behavior, Cross-national elections, Global, Comparative politics, Free and fair

Elections, Politics

This dataset by the Electoral Integrity Project evaluates the quality of elections held around the world. Based on a rolling survey collecting the views of election experts, this research provides independent and reliable evidence to compare whether countries meet international standards of electoral integrity. PEI-8.0 cumulative release covers 480 national parliamentary and presidential contests held worldwide in 169 countries from 1 July 2012 to 31 December 2021. For each contest, approximately 40 election experts receive an electronic invitation to fill the survey. The survey includes assessments from 4,591 election experts, with a mean response rate of 23%. The study collects 49 indicators to compare elections. These indicators are clustered to evaluate eleven stages in the electoral cycle as well as generating an overall summary Perception of Electoral Integrity (PEI) 100-point index and comparative ranking. The datasets are available for analysis at three levels: COUNTRY-level (169 observations); ELECTION-level (479 observations), and also EXPERT-level (4,590 observations). Each dataset can be downloaded in STATA, CSV, and EXCEL formats.

2012-07-1-2021-12-31

2012-07-1-2022-04-12

Albania, Argentina, Armenia, Benin, Bulgaria, Canada, Cape Verde, Chile, Cyprus, Czech Republic, Djibouti, Ecuador, Ethiopia, Gambia, Germany, Iceland, Iran, Islamic Republic of, Iraq, Israel, Japan, Kyrgyzstan, Mexico, Mongolia, Morocco, Netherlands, Nicaragua, Norway, Peru, Portugal, Qatar, Congo, Russian Federation, American Samoa, Sao Tome and Principe, Syrian Arab Republic, Tonga, Uganda, Uzbekistan, Viet Nam, Zambia

Expert survey - PEI asks experts to evaluate elections using 49 indicators, grouped into eleven categories reflecting the whole electoral cycle

Experts - an expert is defined in this survey as a political scientist (or social scientist in a related discipline such as law, sociology, economics, anthropology, mathematics, or statistics) who has published on (or who has other demonstrated knowledge of) the electoral process in a particular country. Specifically, demonstrated knowledge is defined by the following criteria: (1) membership of a relevant research group, professional network, or organized section of such a group; (2) existing publications on electoral or other country-specific topics in books, academic journals, or conference papers; and/or (3) employment at a university or college as a teacher. Around forty experts per country were contacted for each election, including both domestic and international experts. The domestic/international distinction was made based on institutional affiliation, citizenship, and country of residence.

survey data

Respondents are contacted approximately one month after the date of a national election in their country of expertise. In the case of elections with several rounds (e.g. presidential elections with a run-off round), experts are contacted one month after the final round of the election. Three reminders are sent, each a week apart. Respondents completed the online questionnaire lasting approximately 15 minutes.

e-mail

1. Missing responses were addressed through multiple imputation. The imputation process was conducted in the following manner using Stata 14 at the expert unit of analysis. All ‘Don't Know’s and ‘Not Applicable’s were replaced by missing values. The data were then imputed using multiple imputation and chained equations by section. The other variables in a section were thus used in the imputation equation along with five fully observed expert background characteristics (sex, agegroup, supported, lived, leftrightscale). Twenty imputed values were then created for each variable taking 200 iterations after a 10 model burn-in. These values were collapsed to their mean value. In an identical manner used to generate PEIIndexp, the values for the 49 substantive variables were summed and standardized into a 0-100 point scale. For more detail on the multiple imputation procedure see Royston, Patrick. 2004. “Multiple imputation of missing values.” Stata Journal 4: 227–241 and Stata Multiple-Imputation Reference Manual: Release 13. College Station, TX: Stata Press, 137-164. Data users wishing to choose an alternative method of addressing missing data can access the expert-level dataset where raw data (not imputed) is available for expert responses to individual questions. Data users interested in the raw scores only can access them in all datasets using the ‘PEIIndexp’ variable or any of the subdimension variables not ended with an ‘I’. This may be appropriate in cases of low or no responses, according to the data user’s needs and methodological decisions; 2. cases with fewer than 2 survey responses were dropped from the dataset for release 8.0 so that any index scores were not relying only on one expert

Mean number of responses for each Elections - 2019 - 6,08; 2020 - 4,45; 2021 - 4,76

<a rel="license" href=http://creativecommons.org/licenses/by/4.0/><img alt="Creative Commons Licence" style="border-width:0" src=https://i.creativecommons.org/l/by/4.0/88x31.png /></a><br />This work is licensed under a <a rel="license" href=http://creativecommons.org/licenses/by/4.0/>Creative Commons Attribution 4.0 International License</a>.

Garnett, Holly Ann, Toby S. James, and Madison MacGregor. 2022. Electoral Integrity Global Report, 2019-2021.

• Number of cases: 169

• No. of variables per record: 202

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

UNF:6:iIQCv+uzXXjR/5jdhnKiSQ==

• Number of cases: 169

• No. of variables per record: 202

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

UNF:6:+UZ6MYxMJbDS4ZaXlsCisA==

• Number of cases: 479

• No. of variables per record: 206

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

UNF:6:U4l9YBgdmHxxWVEoDTUXtg==

• Number of cases: 479

• No. of variables per record: 206

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

UNF:6:+nBEVHq6KqJyZc1fO7Rbqw==

• Number of cases: 4590

• No. of variables per record: 198

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

UNF:6:1oXmin8xbrYYo/xBnO4Zpw==

• Number of cases: 4590

• No. of variables per record: 198

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

UNF:6:Sfnzg/z1YkmQA9DLNChMmw==

• country - Country name
• ISO - ISO country code
• y2012 - Survey year 2012
• y2013 - Survey year 2013
• y2014 - Survey year 2014
• y2015 - Survey year 2015
• y2016 - Survey year 2016
• y2017 - Survey year 2017
• y2018 - Survey year 2018
• y2019 - Survey year 2019
• y2020 - Survey Year 2020
• y2021 - Survey Year 2021
• COUNTRYDATA - COUNTRYDATA
• PR - Freedom House Political Rights Scale
• CL - Freedom House Civil Liberties Scale
• gdp_pc_ppp - GDP per capita, PPP, current international $
• region - Geographic region (UN classification)
• region9 - Geographic region (World Bank classification
• oecd - OECD country (0/1)
• OVERALLINTEGRITY - OVERALL INTEGRITY SECTION
• PEIIndexp - PEI index of electoral integrity, individual
• PEIIndexi - PEI index of electoral integrity, (0-100), raw
• PEItype - Descriptive type of electoral integrity (Very Low to Very High)
• rating - Rating electoral integrity of the election (1=very poor->10=very good)
• 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 (1-5)[P]
• 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 (1-5)[P]
• citizens - 1-3a. Elections laws restricted citizens' rights (1-5)[N]
• citizens2 - 1-3b. Elections laws restricted citizens' rights (1-5)[P]
• laws - 1-4. Electoral laws index (0-100)
• 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]
• procedures - 2-5. Electoral procedures index (0-100)
• 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 (1-5)[P]
• bfavored - 3-2a. Boundaries favored incumbents (1-5)[N]
• bfavored2 - 3-2b. Boundaries favored incumbents (1-5)[P]
• bimpartial - 3-3. Boundaries were impartial (1-5)[P]
• boundaries - 3-4. Voting district boundaries index (0-100)
• 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 (1-5)[P]
• reginaccurate - 4-2a. The electoral register was inaccurate (1-5)[N]
• reginaccurate2 - 4-2b. The electoral register was inaccurate (1-5)[P]
• ineligible - 4-3a. Some ineligible electors were registered (1-5)[N]
• ineligible2 - 4-3b. Some ineligible electors were registered (1-5)[P]
• votereg - 4-4. Voter registration index (0-100)
• 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 (1-5)[P]
• 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 (1-5)[P]
• 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 (1-5
• partyreg - 5-6. Party and candidate registration index (0-100)
• 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 (1-5)[P]
• 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 (0-100)
• 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 (1-5)[P]
• 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 (1-5)[P]
• finance - 7-6. Campaign finance index (0-100)
• 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 (1-5)[P]
• fraudulent - 8-2a. Some fraudulent votes were cast (1-5)[N]
• fraudulent2 - 8-2b. Some fraudulent votes were cast (1-5)[P]
• 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 (0-100)
• votingi - 8-9i. Voting process index (0-100), 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 (1-5)[P]
• domesticmonitors - 9-5a. Domestic election monitors were restricted (1-5)[N]
• domesticmonitors2 - 9-5b. Domestic election monitors were restricted (1-5)[P]
• count - 9-6. Vote count index (0-100)
• 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 (1-5)[P]
• protestspeace - 10-2a. The election led to peaceful protests (1-5)[N]
• protestspeace2 - 10-2b. The election led to peaceful protests (1-5)[P]
• protestsviolent - 10-3a. The election triggered violent protests (1-5)[N]
• protestsviolent2 - 10-3b. The election triggered violent protests (1-5)[P]
• disputes - 10-4. Any disputes were resolved through legal channels (1-5)[P]
• results - 10-5. Results index (0-100)
• 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 (0-100)
• 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)
• government - 14-2. Confidence in the government (1=none - 10=a great deal)
• parliament - 14-3. Confidence in the parliament (1=none - 10=a great deal)
• armedforces - 14-4. Confidence in the armed forces (1=none - 10=a great deal)
• electoralauth - 14-6. Confidence in the elect.authorities (1=none - 10=a great deal)
• BACKGROUND - EXPERT BACKGROUND SECTION
• expertdomestic - 15-0. International or domestic expert
• 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. 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
• monitor - 15-19. Expert was a national official electoral monitor
• monitorint - 15-19b. Expert was an international official electoral monitor
• official - 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
• 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)
• vignetteD - 16-4. Vignette D (High)
• vignetteE - 16-5. Vignette E (Moderate)
• vignetteF - 16-6. Vignette F (Low)
• ROTATING - ROTATING YEARLY SECTION
• bribed - 17-1. Voters were bribed (1-5)[N]
• bribed2 - 17-1b. Voters were bribed (Reversed coding)
• freetovote - 17-2. People were free to vote without feeling pressured (1-5)[P]
• fearviolence - 17-3. Some voters feared becoming victims of political violence (1-5)[N]
• fearviolence2 - 17-3b. Some voters feared becoming victims of political violence (Reversed codin
• ballotconfidential - 17-4. The process kept the ballot confidential (1-5)[P]
• freefairelect - 17-5. Elections were free and fair(1-5)[P]
• cashforvotes - 17-6. Some people received cash, gifts or personal favors in exchange for their
• cashforvotes2 - 17-6b. Some people received cash, gifts or personal favors in exchange for their
• patronage - 17-7. Politicians offered patronage to their supporters (1-5)[N]
• patronage2 - 17-7b. Politicians offered patronage to their supporters (Reversed coding)
• audit - 18-1. Voting results were subject to a post-election audit (1-5)[P]
• hacking - 18-2. Official election records were safe from hacking (1-5)[P]
• campaignnews - 18-4. Most news media reporting about the campaign was factually accurate (1-5)[
• govtnews - 18-5. Most news media reporting about the government's record was true to the fa
• fakenews - 18-6. Much news was fake (1-5)[N]
• fakenews2 - 18-6b. Much news was fake (1-5)[P]
• hatespeech - 19-1. Campaign media spread hate speech (1-5)[N]
• hatespeech2 - 19-1b. Campaign media spread hate speech (1-5)[P]
• informedchoices - 19-2. Campaign media allowed informed voting choices (1-5)[P]
• foreigninterference - 19-3. Foreign interests interfered in the campaign (1-5)[N]
• foreigninterference2 - 19-3b. Foreign interests interfered in the campaign (1-5)[P]
• mediamonitors - 19-4. Media watch groups monitored campaign news (1-5)[P]
• cyberattacks - 19-5. Cyberattacks on official voting records occurred during the election (1-5)
• cyberattacks2 - 19-5b. Cyberattacks on official voting records occurred during the election (1-5
• diversenews - 19-6. Campaign news generally reflected the diversity of views and interests in
• journalisticstandards - 19-7. Campaign news generally maintained high journalistic standards (1-5)[P]
• partisanjournalists - 19-8. Journalists were often highly partisan in their campaign reporting (1-5)[N
• partisanjournalists2 - 19-8b. Journalists were often highly partisan in their campaign reporting (1-5)[
• fakesocial - 19-9. Social media often contained fake news (1-5)[N]
• fakesocial2 - 19-9b. Social media often contained fake news (1-5)[P]
• Country name - Country name
• ISO country code - ISO country code
• Survey year 2012 - Survey year 2012
• Survey year 2013 - Survey year 2013
• Survey year 2014 - Survey year 2014
• Survey year 2015 - Survey year 2015
• Survey year 2016 - Survey year 2016
• Survey year 2017 - Survey year 2017
• Survey year 2018 - Survey year 2018
• Survey year 2019 - Survey year 2019
• Survey Year 2020 - Survey Year 2020
• Survey Year 2021 - Survey Year 2021
• COUNTRYDATA - COUNTRYDATA
• Freedom House Political Rights Scale - Freedom House Political Rights Scale
• Freedom House Civil Liberties Scale - Freedom House Civil Liberties Scale
• GDP per capita, PPP, current international $ - GDP per capita, PPP, current international $
• Geographic region (UN classification) - Geographic region (UN classification)
• Geographic region (World Bank classification - Geographic region (World Bank classification
• OECD country (0/1) - OECD country (0/1)
• OVERALL INTEGRITY SECTION - OVERALL INTEGRITY SECTION
• PEI index of electoral integrity, individual - PEI index of electoral integrity, individual
• PEI index of electoral integrity, (0-100), raw - PEI index of electoral integrity, (0-100), raw
• Descriptive type of electoral integrity (Very Low to Very High) - Descriptive type of electoral integrity (Very Low to Very High)
• Rating electoral integrity of the election (1=very poor->10=very good) - Rating electoral integrity of the election (1=very poor->10=very good)
• ELECTORAL LAWS SECTION - ELECTORAL LAWS SECTION
• 1-1a. Electoral laws were unfair to smaller parties (1-5)[N] - 1-1a. Electoral laws were unfair to smaller parties (1-5)[N]
• 1-1b. Electoral laws were unfair to smaller parties (1-5)[P] - 1-1b. Electoral laws were unfair to smaller parties (1-5)[P]
• 1-2a. Electoral laws favored the governing party or parties (1-5)[N] - 1-2a. Electoral laws favored the governing party or parties (1-5)[N]
• 1-2b. Electoral laws favored the governing party or parties (1-5)[P] - 1-2b. Electoral laws favored the governing party or parties (1-5)[P]
• 1-3a. Elections laws restricted citizens' rights (1-5)[N] - 1-3a. Elections laws restricted citizens' rights (1-5)[N]
• 1-3b. Elections laws restricted citizens' rights (1-5)[P] - 1-3b. Elections laws restricted citizens' rights (1-5)[P]
• 1-4. Electoral laws index (0-100) - 1-4. Electoral laws index (0-100)
• 1-4i. Electoral laws index (0-100), imputed - 1-4i. Electoral laws index (0-100), imputed
• ELECTORAL PROCEDURES SECTION - ELECTORAL PROCEDURES SECTION
• 2-1. Elections were well managed (1-5)[P] - 2-1. Elections were well managed (1-5)[P]
• 2-2. Information about voting procedures was widely available (1-5)[P] - 2-2. Information about voting procedures was widely available (1-5)[P]
• 2-3. Election officials were fair (1-5)[P] - 2-3. Election officials were fair (1-5)[P]
• 2-4. Elections were conducted in accordance with the law (1-5)[P] - 2-4. Elections were conducted in accordance with the law (1-5)[P]
• 2-5. Electoral procedures index (0-100) - 2-5. Electoral procedures index (0-100)
• 2-5i. Electoral procedures index (0-100), imputed - 2-5i. Electoral procedures index (0-100), imputed
• BOUNDARIES FOR VOTING DISTRICTS SECTION - BOUNDARIES FOR VOTING DISTRICTS SECTION
• 3-1a. Boundaries discriminated against some parties (1-5)[N] - 3-1a. Boundaries discriminated against some parties (1-5)[N]
• 3-1b. Boundaries discriminated against some parties (1-5)[P] - 3-1b. Boundaries discriminated against some parties (1-5)[P]
• 3-2a. Boundaries favored incumbents (1-5)[N] - 3-2a. Boundaries favored incumbents (1-5)[N]
• 3-2b. Boundaries favored incumbents (1-5)[P] - 3-2b. Boundaries favored incumbents (1-5)[P]
• 3-3. Boundaries were impartial (1-5)[P] - 3-3. Boundaries were impartial (1-5)[P]
• 3-4. Voting district boundaries index (0-100) - 3-4. Voting district boundaries index (0-100)
• 3-4i. Voting district boundaries index (0-100), imputed - 3-4i. Voting district boundaries index (0-100), imputed
• VOTER REGISTRATION SECTION - VOTER REGISTRATION SECTION
• 4-1a. Some citizens were not listed in the register (1-5)[N] - 4-1a. Some citizens were not listed in the register (1-5)[N]
• 4-1b. Some citizens were not listed in the register (1-5)[P] - 4-1b. Some citizens were not listed in the register (1-5)[P]
• 4-2a. The electoral register was inaccurate (1-5)[N] - 4-2a. The electoral register was inaccurate (1-5)[N]
• 4-2b. The electoral register was inaccurate (1-5)[P] - 4-2b. The electoral register was inaccurate (1-5)[P]
• 4-3a. Some ineligible electors were registered (1-5)[N] - 4-3a. Some ineligible electors were registered (1-5)[N]
• 4-3b. Some ineligible electors were registered (1-5)[P] - 4-3b. Some ineligible electors were registered (1-5)[P]
• 4-4. Voter registration index (0-100) - 4-4. Voter registration index (0-100)
• 4-4i. Voter registration index (0-100), imputed - 4-4i. Voter registration index (0-100), imputed
• PARTY AND CANDIDATE REGISTRATION SECTION - PARTY AND CANDIDATE REGISTRATION SECTION
• 5-1a. Some opposition candidates were prevented from running (1-5)[N] - 5-1a. Some opposition candidates were prevented from running (1-5)[N]
• 5-1b. Some opposition candidates were prevented from running (1-5)[P] - 5-1b. Some opposition candidates were prevented from running (1-5)[P]
• 5-2. Women had equal opportunities to run for office (1-5)[P] - 5-2. Women had equal opportunities to run for office (1-5)[P]
• 5-3. Ethnic and national minorities had equal opportunities to run for office (1 - 5-3. Ethnic and national minorities had equal opportunities to run for office (1
• 5-4a. Only top party leaders selected candidates (1-5)[N] - 5-4a. Only top party leaders selected candidates (1-5)[N]
• 5-4b. Only top party leaders selected candidates (1-5)[P] - 5-4b. Only top party leaders selected candidates (1-5)[P]
• 5-5a. Some parties/candidates were restricted from holding campaign rallies (1-5 - 5-5a. Some parties/candidates were restricted from holding campaign rallies (1-5
• 5-5b. Some parties/candidates were restricted from holding campaign rallies (1-5 - 5-5b. Some parties/candidates were restricted from holding campaign rallies (1-5
• 5-6. Party and candidate registration index (0-100) - 5-6. Party and candidate registration index (0-100)
• 5-6i. Party and candidate registration index (0-100), imputed - 5-6i. Party and candidate registration index (0-100), imputed
• MEDIA COVERAGE SECTION - MEDIA COVERAGE SECTION
• 6-1. Newspapers provided balanced election news (1-5)[P] - 6-1. Newspapers provided balanced election news (1-5)[P]
• 6-2a. TV news favored the governing party (1-5)[N] - 6-2a. TV news favored the governing party (1-5)[N]
• 6-2b. TV news favored the governing party (1-5)[P] - 6-2b. TV news favored the governing party (1-5)[P]
• 6-3. Parties/candidates had fair access to political broadcasts and advertising  - 6-3. Parties/candidates had fair access to political broadcasts and advertising
• 6-4. Journalists provided fair coverage of the elections (1-5)[P] - 6-4. Journalists provided fair coverage of the elections (1-5)[P]
• 6-5. Social media were used to expose electoral fraud (1-5)[P] - 6-5. Social media were used to expose electoral fraud (1-5)[P]
• 6-6. Media coverage index (0-100) - 6-6. Media coverage index (0-100)
• 6-6i. Media coverage index (0-100), imputed - 6-6i. Media coverage index (0-100), imputed
• CAMPAIGN FINANCE SECTION - CAMPAIGN FINANCE SECTION
• 7-1. Parties/candidates had equitable access to public political subsidies(1-5)[ - 7-1. Parties/candidates had equitable access to public political subsidies(1-5)[
• 7-2. Parties/candidates had equitable access to political donations(1-5)[P] - 7-2. Parties/candidates had equitable access to political donations(1-5)[P]
• 7-3. Parties/candidates publish transparent financial accounts(1-5)[P] - 7-3. Parties/candidates publish transparent financial accounts(1-5)[P]
• 7-4a. Rich people buy elections (1-5)[N] - 7-4a. Rich people buy elections (1-5)[N]
• 7-4b. Rich people buy elections (1-5)[P] - 7-4b. Rich people buy elections (1-5)[P]
• 7-5a. Some state resources were improperly used for campaigning (1-5)[N] - 7-5a. Some state resources were improperly used for campaigning (1-5)[N]
• 7-5b. Some state resources were improperly used for campaigning (1-5)[P] - 7-5b. Some state resources were improperly used for campaigning (1-5)[P]
• 7-6. Campaign finance index (0-100) - 7-6. Campaign finance index (0-100)
• 7-6i. Campaign finance index (0-100), imputed - 7-6i. Campaign finance index (0-100), imputed
• VOTING PROCESS SECTION - VOTING PROCESS SECTION
• 8-1a. Some voters were threatened with violence at the polls(1-5)[N] - 8-1a. Some voters were threatened with violence at the polls(1-5)[N]
• 8-1b. Some voters were threatened with violence at the polls (1-5)[P] - 8-1b. Some voters were threatened with violence at the polls (1-5)[P]
• 8-2a. Some fraudulent votes were cast (1-5)[N] - 8-2a. Some fraudulent votes were cast (1-5)[N]
• 8-2b. Some fraudulent votes were cast (1-5)[P] - 8-2b. Some fraudulent votes were cast (1-5)[P]
• 8-3. The process of voting was easy (1-1)[Y] - 8-3. The process of voting was easy (1-1)[Y]
• 8-4. Voters were offered a genuine choice at the ballot box (1-5)[P] - 8-4. Voters were offered a genuine choice at the ballot box (1-5)[P]
• 8-5. Postal ballots were available (1-5)[P] - 8-5. Postal ballots were available (1-5)[P]
• 8-6. Special voting facilities were available for the disabled (1-5)[P] - 8-6. Special voting facilities were available for the disabled (1-5)[P]
• 8-7. National citizens living abroad could vote (1-5)[P] - 8-7. National citizens living abroad could vote (1-5)[P]
• 8-8. Some form of internet voting was available (1-5)[P] - 8-8. Some form of internet voting was available (1-5)[P]
• 8-9. Voting process index (0-100) - 8-9. Voting process index (0-100)
• 8-9i. Voting process index (0-100), imputed - 8-9i. Voting process index (0-100), imputed
• THE VOTE COUNT SECTION - THE VOTE COUNT SECTION
• 9-1. Ballot boxes were secure (1-5)[P] - 9-1. Ballot boxes were secure (1-5)[P]
• 9-2. The results were announced without undue delay (1-5)[P] - 9-2. The results were announced without undue delay (1-5)[P]
• 9-3. Votes were counted fairly (1-5)[P] - 9-3. Votes were counted fairly (1-5)[P]
• 9-4a. Int'l election monitors were restricted (1-5)[N] - 9-4a. Int'l election monitors were restricted (1-5)[N]
• 9-4b. Int'l election monitors were restricted (1-5)[P] - 9-4b. Int'l election monitors were restricted (1-5)[P]
• 9-5a. Domestic election monitors were restricted (1-5)[N] - 9-5a. Domestic election monitors were restricted (1-5)[N]
• 9-5b. Domestic election monitors were restricted (1-5)[P] - 9-5b. Domestic election monitors were restricted (1-5)[P]
• 9-6. Vote count index (0-100) - 9-6. Vote count index (0-100)
• 9-6i. Vote count index (0-100), imputed - 9-6i. Vote count index (0-100), imputed
• VOTING RESULTS SECTION - VOTING RESULTS SECTION
• 10-1a. Parties/candidates challenged the results (1-5)[N] - 10-1a. Parties/candidates challenged the results (1-5)[N]
• 10-1b. Parties/candidates challenged the results (1-5)[P] - 10-1b. Parties/candidates challenged the results (1-5)[P]
• 10-2a. The election led to peaceful protests (1-5)[N] - 10-2a. The election led to peaceful protests (1-5)[N]
• 10-2b. The election led to peaceful protests (1-5)[P] - 10-2b. The election led to peaceful protests (1-5)[P]
• 10-3a. The election triggered violent protests (1-5)[N] - 10-3a. The election triggered violent protests (1-5)[N]
• 10-3b. The election triggered violent protests (1-5)[P] - 10-3b. The election triggered violent protests (1-5)[P]
• 10-4. Any disputes were resolved through legal channels (1-5)[P] - 10-4. Any disputes were resolved through legal channels (1-5)[P]
• 10-5. Results index (0-100) - 10-5. Results index (0-100)
• 10-5i. Results index (0-100), imputed - 10-5i. Results index (0-100), imputed
• ELECTORAL AUTHORITIES SECTION - ELECTORAL AUTHORITIES SECTION
• 11-1. The election authorities were impartial (1-5)[P] - 11-1. The election authorities were impartial (1-5)[P]
• 11-2. The authorities distributed information to citizens (1-5)[P] - 11-2. The authorities distributed information to citizens (1-5)[P]
• 11-3. The authorities allowed public scrutiny of their performance (1-5)[P] - 11-3. The authorities allowed public scrutiny of their performance (1-5)[P]
• 11-4. The election authorities performed well (1-5)[P] - 11-4. The election authorities performed well (1-5)[P]
• 11-5. Electoral authorities index (0-100) - 11-5. Electoral authorities index (0-100)
• 11-5i. Electoral authorities index (0-100), imputed - 11-5i. Electoral authorities index (0-100), imputed
• GENERAL ELECTION QUESTIONS - GENERAL ELECTION QUESTIONS
• 13-1. How familiar are you with elections in this country? - 13-1. How familiar are you with elections in this country?
• 13-2. Which election (if more than 1) was most important - 13-2. Which election (if more than 1) was most important
• ORGANIZATIONAL CONFIDENCE SECTION - ORGANIZATIONAL CONFIDENCE SECTION
• 14-1. Confidence in the courts (1=none - 10=a great deal) - 14-1. Confidence in the courts (1=none - 10=a great deal)
• 14-2. Confidence in the government (1=none - 10=a great deal) - 14-2. Confidence in the government (1=none - 10=a great deal)
• 14-3. Confidence in the parliament (1=none - 10=a great deal) - 14-3. Confidence in the parliament (1=none - 10=a great deal)
• 14-4. Confidence in the armed forces (1=none - 10=a great deal) - 14-4. Confidence in the armed forces (1=none - 10=a great deal)
• 14-6. Confidence in the elect.authorities (1=none - 10=a great deal) - 14-6. Confidence in the elect.authorities (1=none - 10=a great deal)
• EXPERT BACKGROUND SECTION - EXPERT BACKGROUND SECTION
• 15-0. International or domestic expert - 15-0. International or domestic expert
• 15-1. Employment type - 15-1. Employment type
• 15-2. Works (or has worked) in the government public sector - 15-2. Works (or has worked) in the government public sector
• 15-3. Works (or has worked) in a university - 15-3. Works (or has worked) in a university
• 15-4. Works (or has worked) in private non-profit sector/NGOs - 15-4. Works (or has worked) in private non-profit sector/NGOs
• 15-5. Works (or has worked) in an international agency - 15-5. Works (or has worked) in an international agency
• 15-6. Works (or has worked) in an private business or industry - 15-6. Works (or has worked) in an private business or industry
• 15-7. Most recent occupation - 15-7. Most recent occupation
• 15-8. Age group (by decade) - 15-8. Age group (by decade)
• 15-9. Sex (1=female; 0=male) - 15-9. Sex (1=female; 0=male)
• 15-10. Highest level of education - 15-10. Highest level of education
• 15-11. Were you born in this country? - 15-11. Were you born in this country?
• 15-12. # years lived in this country - 15-12. # years lived in this country
• 15-13. Expert was a candidate for elected office - 15-13. Expert was a candidate for elected office
• 15-14. Expert was an elected representative - 15-14. Expert was an elected representative
• 15-15. Expert was an election activist - 15-15. Expert was an election activist
• 15-16. Expert was election NGO watch personnel - 15-16. Expert was election NGO watch personnel
• 15-17. Expert voted in this election - 15-17. Expert voted in this election
• 15-18. Expert did not participate in any role in this election - 15-18. Expert did not participate in any role in this election
• 15-19. Expert was a national official electoral monitor - 15-19. Expert was a national official electoral monitor
• 15-19b. Expert was an international official electoral monitor - 15-19b. Expert was an international official electoral monitor
• 15-20. Expert was an election official - 15-20. Expert was an election official
• 15-21. Expert is a citizen of this country - 15-21. Expert is a citizen of this country
• 15-22. Support the winning or losing side - 15-22. Support the winning or losing side
• 15-23. Political views on 10pt left/right scale - 15-23. Political views on 10pt left/right scale
• How difficult did you find the survey? - How difficult did you find the survey?
• VIGNETTES SECTION - VIGNETTES SECTION
• 16-1. Vignette A (Queues) - 16-1. Vignette A (Queues)
• 16-2. Vignette B (Boycotts) - 16-2. Vignette B (Boycotts)
• 16-3. Vignette C (Violence) - 16-3. Vignette C (Violence)
• 16-4. Vignette D (High) - 16-4. Vignette D (High)
• 16-5. Vignette E (Moderate) - 16-5. Vignette E (Moderate)
• 16-6. Vignette F (Low) - 16-6. Vignette F (Low)
• ROTATING YEARLY SECTION - ROTATING YEARLY SECTION
• 17-1. Voters were bribed (1-5)[N] - 17-1. Voters were bribed (1-5)[N]
• 17-1b. Voters were bribed (Reversed coding) - 17-1b. Voters were bribed (Reversed coding)
• 17-2. People were free to vote without feeling pressured (1-5)[P] - 17-2. People were free to vote without feeling pressured (1-5)[P]
• 17-3. Some voters feared becoming victims of political violence (1-5)[N] - 17-3. Some voters feared becoming victims of political violence (1-5)[N]
• 17-3b. Some voters feared becoming victims of political violence (Reversed codin - 17-3b. Some voters feared becoming victims of political violence (Reversed codin
• 17-4. The process kept the ballot confidential (1-5)[P] - 17-4. The process kept the ballot confidential (1-5)[P]
• 17-5. Elections were free and fair(1-5)[P] - 17-5. Elections were free and fair(1-5)[P]
• 17-6. Some people received cash, gifts or personal favors in exchange for their  - 17-6. Some people received cash, gifts or personal favors in exchange for their
• 17-6b. Some people received cash, gifts or personal favors in exchange for their - 17-6b. Some people received cash, gifts or personal favors in exchange for their
• 17-7. Politicians offered patronage to their supporters (1-5)[N] - 17-7. Politicians offered patronage to their supporters (1-5)[N]
• 17-7b. Politicians offered patronage to their supporters (Reversed coding) - 17-7b. Politicians offered patronage to their supporters (Reversed coding)
• 18-1. Voting results were subject to a post-election audit (1-5)[P] - 18-1. Voting results were subject to a post-election audit (1-5)[P]
• 18-2. Official election records were safe from hacking (1-5)[P] - 18-2. Official election records were safe from hacking (1-5)[P]
• 18-4. Most news media reporting about the campaign was factually accurate (1-5)[ - 18-4. Most news media reporting about the campaign was factually accurate (1-5)[
• 18-5. Most news media reporting about the government's record was true to the fa - 18-5. Most news media reporting about the government's record was true to the fa
• 18-6. Much news was fake (1-5)[N] - 18-6. Much news was fake (1-5)[N]
• 18-6b. Much news was fake (1-5)[P] - 18-6b. Much news was fake (1-5)[P]
• 19-1. Campaign media spread hate speech (1-5)[N] - 19-1. Campaign media spread hate speech (1-5)[N]
• 19-1b. Campaign media spread hate speech (1-5)[P] - 19-1b. Campaign media spread hate speech (1-5)[P]
• 19-2. Campaign media allowed informed voting choices (1-5)[P] - 19-2. Campaign media allowed informed voting choices (1-5)[P]
• 19-3. Foreign interests interfered in the campaign (1-5)[N] - 19-3. Foreign interests interfered in the campaign (1-5)[N]
• 19-3b. Foreign interests interfered in the campaign (1-5)[P] - 19-3b. Foreign interests interfered in the campaign (1-5)[P]
• 19-4. Media watch groups monitored campaign news (1-5)[P] - 19-4. Media watch groups monitored campaign news (1-5)[P]
• 19-5. Cyberattacks on official voting records occurred during the election (1-5) - 19-5. Cyberattacks on official voting records occurred during the election (1-5)
• 19-5b. Cyberattacks on official voting records occurred during the election (1-5 - 19-5b. Cyberattacks on official voting records occurred during the election (1-5
• 19-6. Campaign news generally reflected the diversity of views and interests in  - 19-6. Campaign news generally reflected the diversity of views and interests in
• 19-7. Campaign news generally maintained high journalistic standards (1-5)[P] - 19-7. Campaign news generally maintained high journalistic standards (1-5)[P]
• 19-8. Journalists were often highly partisan in their campaign reporting (1-5)[N - 19-8. Journalists were often highly partisan in their campaign reporting (1-5)[N
• 19-8b. Journalists were often highly partisan in their campaign reporting (1-5)[ - 19-8b. Journalists were often highly partisan in their campaign reporting (1-5)[
• 19-9. Social media often contained fake news (1-5)[N] - 19-9. Social media often contained fake news (1-5)[N]
• 19-9b. Social media often contained fake news (1-5)[P] - 19-9b. Social media often contained fake news (1-5)[P]
• country - Country name
• ISO - ISO country code
• election - Election Code
• year - Year
• date - Election date
• office - what government body was this election for?
• numresponses - Number of PEI expert responses, by country
• contacted - Number of PEI experts invited, by election/country
• COUNTRYDATA - COUNTRY DATA SECTION
• PR - Freedom House Political Rights Scale
• CL - Freedom House Civil Liberties Scale
• fhcategory - Freedom House category (Free,Partially Free, Not Free)
• development - World Bank income level (Low, lower-middle, upper-middle, high)
• gdp_pc_ppp - GDP per capita, PPP, current international $
• region - Geographic region (UN classification, 1-5)
• region9 - Geographic region (World Bank classification, 1-9)
• oecd - OECD country (0/1)
• OVERALLINTEGRITY - OVERALL INTEGRITY SECTION
• PEIIndexp - PEI index of electoral integrity, (0-100), raw
• PEIIndexp_lci - PEI Index (raw individual), low ci
• PEIIndexp_hci - PEI Index (raw individual), high ci
• PEIIndexi - PEI index of electoral integrity, (0-100), imputed
• PEIIndexi_lci - PEI Index (imputed), low ci
• PEIIndexi_hci - PEI Index (imputed), high ci
• PEItype - Descriptive type of electoral integrity (Very Low to Very High)
• 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 (1-5)[P]
• 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 (1-5)[P]
• citizens - 1-3a. Elections laws restricted citizens' rights (1-5)[N]
• citizens2 - 1-3b. Elections laws restricted citizens' rights (1-5)[P]
• laws - 1-4. Electoral laws index (0-100)
• 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]
• procedures - 2-5. Electoral procedures index (0-100)
• 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 (1-5)[P]
• bfavored - 3-2a. Boundaries favored incumbents (1-5)[N]
• bfavored2 - 3-2b. Boundaries favored incumbents (1-5)[P]
• bimpartial - 3-3. Boundaries were impartial (1-5)[P]
• boundaries - 3-4. Voting district boundaries index (0-100)
• 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 (1-5)[P]
• reginaccurate - 4-2a. The electoral register was inaccurate (1-5)[N]
• reginaccurate2 - 4-2b. The electoral register was inaccurate (1-5)[P]
• ineligible - 4-3a. Some ineligible electors were registered (1-5)[N]
• ineligible2 - 4-3b. Some ineligible electors were registered (1-5)[P]
• votereg - 4-4. Voter registration index (0-100)
• 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 (1-5)[P]
• 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 (1-5)[P]
• 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 (1-5
• partyreg - 5-6. Party and candidate registration index (0-100)
• 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 (1-5)[P]
• 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 (0-100)
• 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 (1-5)[P]
• 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 (1-5)[P]
• finance - 7-6. Campaign finance index (0-100)
• 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 (1-5)[P]
• fraudulent - 8-2a. Some fraudulent votes were cast (1-5)[N]
• fraudulent2 - 8-2b. Some fraudulent votes were cast (1-5)[P]
• 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 (0-100)
• votingi - 8-9i. Voting process index (0-100), 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 (1-5)[P]
• domesticmonitors - 9-5a. Domestic election monitors were restricted (1-5)[N]
• domesticmonitors2 - 9-5b. Domestic election monitors were restricted (1-5)[P]
• count - 9-6. Vote count index (0-100)
• 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 (1-5)[P]
• protestspeace - 10-2a. The election led to peaceful protests (1-5)[N]
• protestspeace2 - 10-2b. The election led to peaceful protests (1-5)[P]
• protestsviolent - 10-3a. The election triggered violent protests (1-5)[N]
• protestsviolent2 - 10-3b. The election triggered violent protests (1-5)[P]
• disputes - 10-4. Any disputes were resolved through legal channels (1-5)[P]
• results - 10-5. Results index (0-100)
• 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 (0-100)
• 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)
• government - 14-2. Confidence in the government (1=none - 10=a great deal)
• parliament - 14-3. Confidence in the parliament (1=none - 10=a great deal)
• armedforces - 14-4. Confidence in the armed forces (1=none - 10=a great deal)
• electoralauth - 14-6. Confidence in the elect.authorities (1=none - 10=a great deal)
• BACKGROUND - EXPERT BACKGROUND SECTION
• expertdomestic - 15-0. International or domestic expert
• 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. 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
• monitor - 15-19. Expert was a national official electoral monitor
• monitorint - 15-19b. Expert was an international official electoral monitor
• official - 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
• 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)
• vignetteD - 16-4. Vignette D (High)
• vignetteE - 16-5. Vignette E (Moderate)
• vignetteF - 16-6. Vignette F (Low)
• ROTATING - ROTATING YEARLY SECTION
• bribed - 17-1. Voters were bribed (1-5)[N]
• bribed2 - 17-1b. Voters were bribed (Reversed coding)
• freetovote - 17-2. People were free to vote without feeling pressured (1-5)[P]
• fearviolence - 17-3. Some voters feared becoming victims of political violence (1-5)[N]
• fearviolence2 - 17-3b. Some voters feared becoming victims of political violence (Reversed codin
• ballotconfidential - 17-4. The process kept the ballot confidential (1-5)[P]
• freefairelect - 17-5. Elections were free and fair(1-5)[P]
• cashforvotes - 17-6. Some people received cash, gifts or personal favors in exchange for their
• cashforvotes2 - 17-6b. Some people received cash, gifts or personal favors in exchange for their
• patronage - 17-7. Politicians offered patronage to their supporters (1-5)[N]
• patronage2 - 17-7b. Politicians offered patronage to their supporters (Reversed coding)
• audit - 18-1. Voting results were subject to a post-election audit (1-5)[P]
• hacking - 18-2. Official election records were safe from hacking (1-5)[P]
• campaignnews - 18-4. Most news media reporting about the campaign was factually accurate (1-5)[
• govtnews - 18-5. Most news media reporting about the government's record was true to the fa
• fakenews - 18-6. Much news was fake (1-5)[N]
• fakenews2 - 18-6b. Much news was fake (1-5)[P]
• hatespeech - 19-1. Campaign media spread hate speech (1-5)[N]
• hatespeech2 - 19-1b. Campaign media spread hate speech (1-5)[P]
• informedchoices - 19-2. Campaign media allowed informed voting choices (1-5)[P]
• foreigninterference - 19-3. Foreign interests interfered in the campaign (1-5)[N]
• foreigninterference2 - 19-3b. Foreign interests interfered in the campaign (1-5)[P]
• mediamonitors - 19-4. Media watch groups monitored campaign news (1-5)[P]
• cyberattacks - 19-5. Cyberattacks on official voting records occurred during the election (1-5)
• cyberattacks2 - 19-5b. Cyberattacks on official voting records occurred during the election (1-5
• diversenews - 19-6. Campaign news generally reflected the diversity of views and interests in
• journalisticstandards - 19-7. Campaign news generally maintained high journalistic standards (1-5)[P]
• partisanjournalists - 19-8. Journalists were often highly partisan in their campaign reporting (1-5)[N
• partisanjournalists2 - 19-8b. Journalists were often highly partisan in their campaign reporting (1-5)[
• fakesocial - 19-9. Social media often contained fake news (1-5)[N]
• fakesocial2 - 19-9b. Social media often contained fake news (1-5)[P]
• Country name - Country name
• ISO country code - ISO country code
• Election Code - Election Code
• Year - Year
• Election date - Election date
• what government body was this election for? - what government body was this election for?
• Number of PEI expert responses, by country - Number of PEI expert responses, by country
• Number of PEI experts invited, by election/country - Number of PEI experts invited, by election/country
• COUNTRY DATA SECTION - COUNTRY DATA SECTION
• Freedom House Political Rights Scale - Freedom House Political Rights Scale
• Freedom House Civil Liberties Scale - Freedom House Civil Liberties Scale
• Freedom House category (Free,Partially Free, Not Free) - Freedom House category (Free,Partially Free, Not Free)
• World Bank income level (Low, lower-middle, upper-middle, high) - World Bank income level (Low, lower-middle, upper-middle, high)
• GDP per capita, PPP, current international $ - GDP per capita, PPP, current international $
• Geographic region (UN classification, 1-5) - Geographic region (UN classification, 1-5)
• Geographic region (World Bank classification, 1-9) - Geographic region (World Bank classification, 1-9)
• OECD country (0/1) - OECD country (0/1)
• OVERALL INTEGRITY SECTION - OVERALL INTEGRITY SECTION
• PEI index of electoral integrity, (0-100), raw - PEI index of electoral integrity, (0-100), raw
• PEI Index (raw individual), low ci - PEI Index (raw individual), low ci
• PEI Index (raw individual), high ci - PEI Index (raw individual), high ci
• PEI index of electoral integrity, (0-100), imputed - PEI index of electoral integrity, (0-100), imputed
• PEI Index (imputed), low ci - PEI Index (imputed), low ci
• PEI Index (imputed), high ci - PEI Index (imputed), high ci
• Descriptive type of electoral integrity (Very Low to Very High) - Descriptive type of electoral integrity (Very Low to Very High)
• Rate electoral integrity of the election (1=very poor->10=very good) - Rate electoral integrity of the election (1=very poor->10=very good)
• Rating, low ci - Rating, low ci
• Rating, high ci - Rating, high ci
• ELECTORAL LAWS SECTION - ELECTORAL LAWS SECTION
• 1-1a. Electoral laws were unfair to smaller parties (1-5)[N] - 1-1a. Electoral laws were unfair to smaller parties (1-5)[N]
• 1-1b. Electoral laws were unfair to smaller parties (1-5)[P] - 1-1b. Electoral laws were unfair to smaller parties (1-5)[P]
• 1-2a. Electoral laws favored the governing party or parties (1-5)[N] - 1-2a. Electoral laws favored the governing party or parties (1-5)[N]
• 1-2b. Electoral laws favored the governing party or parties (1-5)[P] - 1-2b. Electoral laws favored the governing party or parties (1-5)[P]
• 1-3a. Elections laws restricted citizens' rights (1-5)[N] - 1-3a. Elections laws restricted citizens' rights (1-5)[N]
• 1-3b. Elections laws restricted citizens' rights (1-5)[P] - 1-3b. Elections laws restricted citizens' rights (1-5)[P]
• 1-4. Electoral laws index (0-100) - 1-4. Electoral laws index (0-100)
• 1-4i. Electoral laws index (0-100), imputed - 1-4i. Electoral laws index (0-100), imputed
• ELECTORAL PROCEDURES SECTION - ELECTORAL PROCEDURES SECTION
• 2-1. Elections were well managed (1-5)[P] - 2-1. Elections were well managed (1-5)[P]
• 2-2. Information about voting procedures was widely available (1-5)[P] - 2-2. Information about voting procedures was widely available (1-5)[P]
• 2-3. Election officials were fair (1-5)[P] - 2-3. Election officials were fair (1-5)[P]
• 2-4. Elections were conducted in accordance with the law (1-5)[P] - 2-4. Elections were conducted in accordance with the law (1-5)[P]
• 2-5. Electoral procedures index (0-100) - 2-5. Electoral procedures index (0-100)
• 2-5i. Electoral procedures index (0-100), imputed - 2-5i. Electoral procedures index (0-100), imputed
• BOUNDARIES FOR VOTING DISTRICTS SECTION - BOUNDARIES FOR VOTING DISTRICTS SECTION
• 3-1a. Boundaries discriminated against some parties (1-5)[N] - 3-1a. Boundaries discriminated against some parties (1-5)[N]
• 3-1b. Boundaries discriminated against some parties (1-5)[P] - 3-1b. Boundaries discriminated against some parties (1-5)[P]
• 3-2a. Boundaries favored incumbents (1-5)[N] - 3-2a. Boundaries favored incumbents (1-5)[N]
• 3-2b. Boundaries favored incumbents (1-5)[P] - 3-2b. Boundaries favored incumbents (1-5)[P]
• 3-3. Boundaries were impartial (1-5)[P] - 3-3. Boundaries were impartial (1-5)[P]
• 3-4. Voting district boundaries index (0-100) - 3-4. Voting district boundaries index (0-100)
• 3-4i. Voting district boundaries index (0-100), imputed - 3-4i. Voting district boundaries index (0-100), imputed
• VOTER REGISTRATION SECTION - VOTER REGISTRATION SECTION
• 4-1a. Some citizens were not listed in the register (1-5)[N] - 4-1a. Some citizens were not listed in the register (1-5)[N]
• 4-1b. Some citizens were not listed in the register (1-5)[P] - 4-1b. Some citizens were not listed in the register (1-5)[P]
• 4-2a. The electoral register was inaccurate (1-5)[N] - 4-2a. The electoral register was inaccurate (1-5)[N]
• 4-2b. The electoral register was inaccurate (1-5)[P] - 4-2b. The electoral register was inaccurate (1-5)[P]
• 4-3a. Some ineligible electors were registered (1-5)[N] - 4-3a. Some ineligible electors were registered (1-5)[N]
• 4-3b. Some ineligible electors were registered (1-5)[P] - 4-3b. Some ineligible electors were registered (1-5)[P]
• 4-4. Voter registration index (0-100) - 4-4. Voter registration index (0-100)
• 4-4i. Voter registration index (0-100), imputed - 4-4i. Voter registration index (0-100), imputed
• PARTY AND CANDIDATE REGISTRATION SECTION - PARTY AND CANDIDATE REGISTRATION SECTION
• 5-1a. Some opposition candidates were prevented from running (1-5)[N] - 5-1a. Some opposition candidates were prevented from running (1-5)[N]
• 5-1b. Some opposition candidates were prevented from running (1-5)[P] - 5-1b. Some opposition candidates were prevented from running (1-5)[P]
• 5-2. Women had equal opportunities to run for office (1-5)[P] - 5-2. Women had equal opportunities to run for office (1-5)[P]
• 5-3. Ethnic and national minorities had equal opportunities to run for office (1 - 5-3. Ethnic and national minorities had equal opportunities to run for office (1
• 5-4a. Only top party leaders selected candidates (1-5)[N] - 5-4a. Only top party leaders selected candidates (1-5)[N]
• 5-4b. Only top party leaders selected candidates (1-5)[P] - 5-4b. Only top party leaders selected candidates (1-5)[P]
• 5-5a. Some parties/candidates were restricted from holding campaign rallies (1-5 - 5-5a. Some parties/candidates were restricted from holding campaign rallies (1-5
• 5-5b. Some parties/candidates were restricted from holding campaign rallies (1-5 - 5-5b. Some parties/candidates were restricted from holding campaign rallies (1-5
• 5-6. Party and candidate registration index (0-100) - 5-6. Party and candidate registration index (0-100)
• 5-6i. Party and candidate registration index (0-100), imputed - 5-6i. Party and candidate registration index (0-100), imputed
• MEDIA COVERAGE SECTION - MEDIA COVERAGE SECTION
• 6-1. Newspapers provided balanced election news (1-5)[P] - 6-1. Newspapers provided balanced election news (1-5)[P]
• 6-2a. TV news favored the governing party (1-5)[N] - 6-2a. TV news favored the governing party (1-5)[N]
• 6-2b. TV news favored the governing party (1-5)[P] - 6-2b. TV news favored the governing party (1-5)[P]
• 6-3. Parties/candidates had fair access to political broadcasts and advertising  - 6-3. Parties/candidates had fair access to political broadcasts and advertising
• 6-4. Journalists provided fair coverage of the elections (1-5)[P] - 6-4. Journalists provided fair coverage of the elections (1-5)[P]
• 6-5. Social media were used to expose electoral fraud (1-5)[P] - 6-5. Social media were used to expose electoral fraud (1-5)[P]
• 6-6. Media coverage index (0-100) - 6-6. Media coverage index (0-100)
• 6-6i. Media coverage index (0-100), imputed - 6-6i. Media coverage index (0-100), imputed
• CAMPAIGN FINANCE SECTION - CAMPAIGN FINANCE SECTION
• 7-1. Parties/candidates had equitable access to public political subsidies(1-5)[ - 7-1. Parties/candidates had equitable access to public political subsidies(1-5)[
• 7-2. Parties/candidates had equitable access to political donations(1-5)[P] - 7-2. Parties/candidates had equitable access to political donations(1-5)[P]
• 7-3. Parties/candidates publish transparent financial accounts(1-5)[P] - 7-3. Parties/candidates publish transparent financial accounts(1-5)[P]
• 7-4a. Rich people buy elections (1-5)[N] - 7-4a. Rich people buy elections (1-5)[N]
• 7-4b. Rich people buy elections (1-5)[P] - 7-4b. Rich people buy elections (1-5)[P]
• 7-5a. Some state resources were improperly used for campaigning (1-5)[N] - 7-5a. Some state resources were improperly used for campaigning (1-5)[N]
• 7-5b. Some state resources were improperly used for campaigning (1-5)[P] - 7-5b. Some state resources were improperly used for campaigning (1-5)[P]
• 7-6. Campaign finance index (0-100) - 7-6. Campaign finance index (0-100)
• 7-6i. Campaign finance index (0-100), imputed - 7-6i. Campaign finance index (0-100), imputed
• VOTING PROCESS SECTION - VOTING PROCESS SECTION
• 8-1a. Some voters were threatened with violence at the polls(1-5)[N] - 8-1a. Some voters were threatened with violence at the polls(1-5)[N]
• 8-1b. Some voters were threatened with violence at the polls (1-5)[P] - 8-1b. Some voters were threatened with violence at the polls (1-5)[P]
• 8-2a. Some fraudulent votes were cast (1-5)[N] - 8-2a. Some fraudulent votes were cast (1-5)[N]
• 8-2b. Some fraudulent votes were cast (1-5)[P] - 8-2b. Some fraudulent votes were cast (1-5)[P]
• 8-3. The process of voting was easy (1-1)[Y] - 8-3. The process of voting was easy (1-1)[Y]
• 8-4. Voters were offered a genuine choice at the ballot box (1-5)[P] - 8-4. Voters were offered a genuine choice at the ballot box (1-5)[P]
• 8-5. Postal ballots were available (1-5)[P] - 8-5. Postal ballots were available (1-5)[P]
• 8-6. Special voting facilities were available for the disabled (1-5)[P] - 8-6. Special voting facilities were available for the disabled (1-5)[P]
• 8-7. National citizens living abroad could vote (1-5)[P] - 8-7. National citizens living abroad could vote (1-5)[P]
• 8-8. Some form of internet voting was available (1-5)[P] - 8-8. Some form of internet voting was available (1-5)[P]
• 8-9. Voting process index (0-100) - 8-9. Voting process index (0-100)
• 8-9i. Voting process index (0-100), imputed - 8-9i. Voting process index (0-100), imputed
• THE VOTE COUNT SECTION - THE VOTE COUNT SECTION
• 9-1. Ballot boxes were secure (1-5)[P] - 9-1. Ballot boxes were secure (1-5)[P]
• 9-2. The results were announced without undue delay (1-5)[P] - 9-2. The results were announced without undue delay (1-5)[P]
• 9-3. Votes were counted fairly (1-5)[P] - 9-3. Votes were counted fairly (1-5)[P]
• 9-4a. Int'l election monitors were restricted (1-5)[N] - 9-4a. Int'l election monitors were restricted (1-5)[N]
• 9-4b. Int'l election monitors were restricted (1-5)[P] - 9-4b. Int'l election monitors were restricted (1-5)[P]
• 9-5a. Domestic election monitors were restricted (1-5)[N] - 9-5a. Domestic election monitors were restricted (1-5)[N]
• 9-5b. Domestic election monitors were restricted (1-5)[P] - 9-5b. Domestic election monitors were restricted (1-5)[P]
• 9-6. Vote count index (0-100) - 9-6. Vote count index (0-100)
• 9-6i. Vote count index (0-100), imputed - 9-6i. Vote count index (0-100), imputed
• VOTING RESULTS SECTION - VOTING RESULTS SECTION
• 10-1a. Parties/candidates challenged the results (1-5)[N] - 10-1a. Parties/candidates challenged the results (1-5)[N]
• 10-1b. Parties/candidates challenged the results (1-5)[P] - 10-1b. Parties/candidates challenged the results (1-5)[P]
• 10-2a. The election led to peaceful protests (1-5)[N] - 10-2a. The election led to peaceful protests (1-5)[N]
• 10-2b. The election led to peaceful protests (1-5)[P] - 10-2b. The election led to peaceful protests (1-5)[P]
• 10-3a. The election triggered violent protests (1-5)[N] - 10-3a. The election triggered violent protests (1-5)[N]
• 10-3b. The election triggered violent protests (1-5)[P] - 10-3b. The election triggered violent protests (1-5)[P]
• 10-4. Any disputes were resolved through legal channels (1-5)[P] - 10-4. Any disputes were resolved through legal channels (1-5)[P]
• 10-5. Results index (0-100) - 10-5. Results index (0-100)
• 10-5i. Results index (0-100), imputed - 10-5i. Results index (0-100), imputed
• ELECTORAL AUTHORITIES SECTION - ELECTORAL AUTHORITIES SECTION
• 11-1. The election authorities were impartial (1-5)[P] - 11-1. The election authorities were impartial (1-5)[P]
• 11-2. The authorities distributed information to citizens (1-5)[P] - 11-2. The authorities distributed information to citizens (1-5)[P]
• 11-3. The authorities allowed public scrutiny of their performance (1-5)[P] - 11-3. The authorities allowed public scrutiny of their performance (1-5)[P]
• 11-4. The election authorities performed well (1-5)[P] - 11-4. The election authorities performed well (1-5)[P]
• 11-5. Electoral authorities index (0-100) - 11-5. Electoral authorities index (0-100)
• 11-5i. Electoral authorities index (0-100), imputed - 11-5i. Electoral authorities index (0-100), imputed
• GENERAL ELECTION QUESTIONS - GENERAL ELECTION QUESTIONS
• 13-1. How familiar are you with elections in this country? - 13-1. How familiar are you with elections in this country?
• 13-2. Which election (if more than 1) was most important - 13-2. Which election (if more than 1) was most important
• ORGANIZATIONAL CONFIDENCE SECTION - ORGANIZATIONAL CONFIDENCE SECTION
• 14-1. Confidence in the courts (1=none - 10=a great deal) - 14-1. Confidence in the courts (1=none - 10=a great deal)
• 14-2. Confidence in the government (1=none - 10=a great deal) - 14-2. Confidence in the government (1=none - 10=a great deal)
• 14-3. Confidence in the parliament (1=none - 10=a great deal) - 14-3. Confidence in the parliament (1=none - 10=a great deal)
• 14-4. Confidence in the armed forces (1=none - 10=a great deal) - 14-4. Confidence in the armed forces (1=none - 10=a great deal)
• 14-6. Confidence in the elect.authorities (1=none - 10=a great deal) - 14-6. Confidence in the elect.authorities (1=none - 10=a great deal)
• EXPERT BACKGROUND SECTION - EXPERT BACKGROUND SECTION
• 15-0. International or domestic expert - 15-0. International or domestic expert
• 15-1. Employment type - 15-1. Employment type
• 15-2. Works (or has worked) in the government public sector - 15-2. Works (or has worked) in the government public sector
• 15-3. Works (or has worked) in a university - 15-3. Works (or has worked) in a university
• 15-4. Works (or has worked) in private non-profit sector/NGOs - 15-4. Works (or has worked) in private non-profit sector/NGOs
• 15-5. Works (or has worked) in an international agency - 15-5. Works (or has worked) in an international agency
• 15-6. Works (or has worked) in an private business or industry - 15-6. Works (or has worked) in an private business or industry
• 15-7. Most recent occupation - 15-7. Most recent occupation
• 15-8. Age group (by decade) - 15-8. Age group (by decade)
• 15-9. Sex (1=female; 0=male) - 15-9. Sex (1=female; 0=male)
• 15-10. Highest level of education - 15-10. Highest level of education
• 15-11. Were you born in this country? - 15-11. Were you born in this country?
• 15-12. # years lived in this country - 15-12. # years lived in this country
• 15-13. Expert was a candidate for elected office - 15-13. Expert was a candidate for elected office
• 15-14. Expert was an elected representative - 15-14. Expert was an elected representative
• 15-15. Expert was an election activist - 15-15. Expert was an election activist
• 15-16. Expert was election NGO watch personnel - 15-16. Expert was election NGO watch personnel
• 15-17. Expert voted in this election - 15-17. Expert voted in this election
• 15-18. Expert did not participate in any role in this election - 15-18. Expert did not participate in any role in this election
• 15-19. Expert was a national official electoral monitor - 15-19. Expert was a national official electoral monitor
• 15-19b. Expert was an international official electoral monitor - 15-19b. Expert was an international official electoral monitor
• 15-20. Expert was an election official - 15-20. Expert was an election official
• 15-21. Expert is a citizen of this country - 15-21. Expert is a citizen of this country
• 15-22. Support the winning or losing side - 15-22. Support the winning or losing side
• 15-23. Political views on 10pt left/right scale - 15-23. Political views on 10pt left/right scale
• How difficult did you find the survey? - How difficult did you find the survey?
• VIGNETTES SECTION - VIGNETTES SECTION
• 16-1. Vignette A (Queues) - 16-1. Vignette A (Queues)
• 16-2. Vignette B (Boycotts) - 16-2. Vignette B (Boycotts)
• 16-3. Vignette C (Violence) - 16-3. Vignette C (Violence)
• 16-4. Vignette D (High) - 16-4. Vignette D (High)
• 16-5. Vignette E (Moderate) - 16-5. Vignette E (Moderate)
• 16-6. Vignette F (Low) - 16-6. Vignette F (Low)
• ROTATING YEARLY SECTION - ROTATING YEARLY SECTION
• 17-1. Voters were bribed (1-5)[N] - 17-1. Voters were bribed (1-5)[N]
• 17-1b. Voters were bribed (Reversed coding) - 17-1b. Voters were bribed (Reversed coding)
• 17-2. People were free to vote without feeling pressured (1-5)[P] - 17-2. People were free to vote without feeling pressured (1-5)[P]
• 17-3. Some voters feared becoming victims of political violence (1-5)[N] - 17-3. Some voters feared becoming victims of political violence (1-5)[N]
• 17-3b. Some voters feared becoming victims of political violence (Reversed codin - 17-3b. Some voters feared becoming victims of political violence (Reversed codin
• 17-4. The process kept the ballot confidential (1-5)[P] - 17-4. The process kept the ballot confidential (1-5)[P]
• 17-5. Elections were free and fair(1-5)[P] - 17-5. Elections were free and fair(1-5)[P]
• 17-6. Some people received cash, gifts or personal favors in exchange for their  - 17-6. Some people received cash, gifts or personal favors in exchange for their
• 17-6b. Some people received cash, gifts or personal favors in exchange for their - 17-6b. Some people received cash, gifts or personal favors in exchange for their
• 17-7. Politicians offered patronage to their supporters (1-5)[N] - 17-7. Politicians offered patronage to their supporters (1-5)[N]
• 17-7b. Politicians offered patronage to their supporters (Reversed coding) - 17-7b. Politicians offered patronage to their supporters (Reversed coding)
• 18-1. Voting results were subject to a post-election audit (1-5)[P] - 18-1. Voting results were subject to a post-election audit (1-5)[P]
• 18-2. Official election records were safe from hacking (1-5)[P] - 18-2. Official election records were safe from hacking (1-5)[P]
• 18-4. Most news media reporting about the campaign was factually accurate (1-5)[ - 18-4. Most news media reporting about the campaign was factually accurate (1-5)[
• 18-5. Most news media reporting about the government's record was true to the fa - 18-5. Most news media reporting about the government's record was true to the fa
• 18-6. Much news was fake (1-5)[N] - 18-6. Much news was fake (1-5)[N]
• 18-6b. Much news was fake (1-5)[P] - 18-6b. Much news was fake (1-5)[P]
• 19-1. Campaign media spread hate speech (1-5)[N] - 19-1. Campaign media spread hate speech (1-5)[N]
• 19-1b. Campaign media spread hate speech (1-5)[P] - 19-1b. Campaign media spread hate speech (1-5)[P]
• 19-2. Campaign media allowed informed voting choices (1-5)[P] - 19-2. Campaign media allowed informed voting choices (1-5)[P]
• 19-3. Foreign interests interfered in the campaign (1-5)[N] - 19-3. Foreign interests interfered in the campaign (1-5)[N]
• 19-3b. Foreign interests interfered in the campaign (1-5)[P] - 19-3b. Foreign interests interfered in the campaign (1-5)[P]
• 19-4. Media watch groups monitored campaign news (1-5)[P] - 19-4. Media watch groups monitored campaign news (1-5)[P]
• 19-5. Cyberattacks on official voting records occurred during the election (1-5) - 19-5. Cyberattacks on official voting records occurred during the election (1-5)
• 19-5b. Cyberattacks on official voting records occurred during the election (1-5 - 19-5b. Cyberattacks on official voting records occurred during the election (1-5
• 19-6. Campaign news generally reflected the diversity of views and interests in  - 19-6. Campaign news generally reflected the diversity of views and interests in
• 19-7. Campaign news generally maintained high journalistic standards (1-5)[P] - 19-7. Campaign news generally maintained high journalistic standards (1-5)[P]
• 19-8. Journalists were often highly partisan in their campaign reporting (1-5)[N - 19-8. Journalists were often highly partisan in their campaign reporting (1-5)[N
• 19-8b. Journalists were often highly partisan in their campaign reporting (1-5)[ - 19-8b. Journalists were often highly partisan in their campaign reporting (1-5)[
• 19-9. Social media often contained fake news (1-5)[N] - 19-9. Social media often contained fake news (1-5)[N]
• 19-9b. Social media often contained fake news (1-5)[P] - 19-9b. Social media often contained fake news (1-5)[P]
• Country name - Country name
• ISO country code - ISO country code
• Election Code - Election Code
• Year of election - Year of election
• Election Date - Election Date
• what government body was this election for? - what government body was this election for?
• COUNTRY DATA SECTION - COUNTRY DATA SECTION
• Freedom House Political Rights Scale - Freedom House Political Rights Scale
• Freedom House Civil Liberties Scale  - Freedom House Civil Liberties Scale
• Freedom House Score (Free,Partially Free, Not Free) - Freedom House Score (Free,Partially Free, Not Free)
• World Bank income level (Low, lower-middle, upper-middle, high) - World Bank income level (Low, lower-middle, upper-middle, high)
• GDP per capita, PPP, current international $ - GDP per capita, PPP, current international $
• Geographic region (UN classification, 1-5) - Geographic region (UN classification, 1-5)
• Geographic region (World Bank classification, 1-9) - Geographic region (World Bank classification, 1-9)
• OECD country (0/1) - OECD country (0/1)
• OVERALL INTEGRITY SECTION - OVERALL INTEGRITY SECTION
• PEI index of electoral integrity, (0-100), raw - PEI index of electoral integrity, (0-100), raw
• PEI index of electoral integrity, (0-100), imputed - PEI index of electoral integrity, (0-100), imputed
• PEItype - PEItype
• Rate electoral integrity of the election (1=very poor->10=very good) - Rate electoral integrity of the election (1=very poor->10=very good)
• ELECTORAL LAWS SECTION - ELECTORAL LAWS SECTION
• 1-1a. Electoral laws were unfair to smaller parties (1-5)[N] - 1-1a. Electoral laws were unfair to smaller parties (1-5)[N]
• 1-1b. Electoral laws were unfair to smaller parties (1-5)[P] - 1-1b. Electoral laws were unfair to smaller parties (1-5)[P]
• 1-2a. Electoral laws favored the governing party or parties (1-5)[N] - 1-2a. Electoral laws favored the governing party or parties (1-5)[N]
• 1-2b. Electoral laws favored the governing party or parties (1-5)[P] - 1-2b. Electoral laws favored the governing party or parties (1-5)[P]
• 1-3a. Elections laws restricted citizens' rights (1-5)[N] - 1-3a. Elections laws restricted citizens' rights (1-5)[N]
• 1-3b. Elections laws restricted citizens' rights (1-5)[P] - 1-3b. Elections laws restricted citizens' rights (1-5)[P]
• 1-4. Electoral laws index (0-100) - 1-4. Electoral laws index (0-100)
• 1-4i. Electoral laws index (0-100), imputed - 1-4i. Electoral laws index (0-100), imputed
• ELECTORAL PROCEDURES SECTION - ELECTORAL PROCEDURES SECTION
• 2-1. Elections were well managed (1-5)[P] - 2-1. Elections were well managed (1-5)[P]
• 2-2. Information about voting procedures was widely available (1-5)[P] - 2-2. Information about voting procedures was widely available (1-5)[P]
• 2-3. Election officials were fair (1-5)[P] - 2-3. Election officials were fair (1-5)[P]
• 2-4. Elections were conducted in accordance with the law (1-5)[P] - 2-4. Elections were conducted in accordance with the law (1-5)[P]
• 2-5. Electoral procedures index (0-100) - 2-5. Electoral procedures index (0-100)
• 2-5i. Electoral procedures index (0-100), imputed - 2-5i. Electoral procedures index (0-100), imputed
• BOUNDARIES FOR VOTING DISTRICTS SECTION - BOUNDARIES FOR VOTING DISTRICTS SECTION
• 3-1a. Boundaries discriminated against some parties (1-5)[N] - 3-1a. Boundaries discriminated against some parties (1-5)[N]
• 3-1b. Boundaries discriminated against some parties (1-5)[P] - 3-1b. Boundaries discriminated against some parties (1-5)[P]
• 3-2a. Boundaries favored incumbents (1-5)[N] - 3-2a. Boundaries favored incumbents (1-5)[N]
• 3-2b. Boundaries favored incumbents (1-5)[P] - 3-2b. Boundaries favored incumbents (1-5)[P]
• 3-3. Boundaries were impartial (1-5)[P] - 3-3. Boundaries were impartial (1-5)[P]
• 3-4. Voting district boundaries index (0-100) - 3-4. Voting district boundaries index (0-100)
• 3-4i. Voting district boundaries index (0-100), imputed - 3-4i. Voting district boundaries index (0-100), imputed
• VOTER REGISTRATION SECTION - VOTER REGISTRATION SECTION
• 4-1a. Some citizens were not listed in the register (1-5)[N] - 4-1a. Some citizens were not listed in the register (1-5)[N]
• 4-1b. Some citizens were not listed in the register (1-5)[P] - 4-1b. Some citizens were not listed in the register (1-5)[P]
• 4-2a. The electoral register was inaccurate (1-5)[N] - 4-2a. The electoral register was inaccurate (1-5)[N]
• 4-2b. The electoral register was inaccurate (1-5)[P] - 4-2b. The electoral register was inaccurate (1-5)[P]
• 4-3a. Some ineligible electors were registered (1-5)[N] - 4-3a. Some ineligible electors were registered (1-5)[N]
• 4-3b. Some ineligible electors were registered (1-5)[P] - 4-3b. Some ineligible electors were registered (1-5)[P]
• 4-4. Voter registration index (0-100) - 4-4. Voter registration index (0-100)
• 4-4i. Voter registration index (0-100), imputed - 4-4i. Voter registration index (0-100), imputed
• PARTY AND CANDIDATE REGISTRATION SECTION - PARTY AND CANDIDATE REGISTRATION SECTION
• 5-1a. Some opposition candidates were prevented from running (1-5)[N] - 5-1a. Some opposition candidates were prevented from running (1-5)[N]
• 5-1b. Some opposition candidates were prevented from running (1-5)[P] - 5-1b. Some opposition candidates were prevented from running (1-5)[P]
• 5-2. Women had equal opportunities to run for office (1-5)[P] - 5-2. Women had equal opportunities to run for office (1-5)[P]
• 5-3. Ethnic and national minorities had equal opportunities to run for office (1 - 5-3. Ethnic and national minorities had equal opportunities to run for office (1
• 5-4a. Only top party leaders selected candidates (1-5)[N] - 5-4a. Only top party leaders selected candidates (1-5)[N]
• 5-4b. Only top party leaders selected candidates (1-5)[P] - 5-4b. Only top party leaders selected candidates (1-5)[P]
• 5-5a. Some parties/candidates were restricted from holding campaign rallies (1-5 - 5-5a. Some parties/candidates were restricted from holding campaign rallies (1-5
• 5-5b. Some parties/candidates were restricted from holding campaign rallies (1-5 - 5-5b. Some parties/candidates were restricted from holding campaign rallies (1-5
• 5-6. Party and candidate registration index (0-100) - 5-6. Party and candidate registration index (0-100)
• 5-6i. Party and candidate registration index (0-100), imputed - 5-6i. Party and candidate registration index (0-100), imputed
• MEDIA COVERAGE SECTION - MEDIA COVERAGE SECTION
• 6-1. Newspapers provided balanced election news (1-5)[P] - 6-1. Newspapers provided balanced election news (1-5)[P]
• 6-2a. TV news favored the governing party (1-5)[N] - 6-2a. TV news favored the governing party (1-5)[N]
• 6-2b. TV news favored the governing party (1-5)[P] - 6-2b. TV news favored the governing party (1-5)[P]
• 6-3. Parties/candidates had fair access to political broadcasts and advertising  - 6-3. Parties/candidates had fair access to political broadcasts and advertising
• 6-4. Journalists provided fair coverage of the elections (1-5)[P] - 6-4. Journalists provided fair coverage of the elections (1-5)[P]
• 6-5. Social media were used to expose electoral fraud (1-5)[P] - 6-5. Social media were used to expose electoral fraud (1-5)[P]
• 6-6. Media coverage index (0-100) - 6-6. Media coverage index (0-100)
• 6-6i. Media coverage index (0-100), imputed - 6-6i. Media coverage index (0-100), imputed
• CAMPAIGN FINANCE SECTION - CAMPAIGN FINANCE SECTION
• 7-1. Parties/candidates had equitable access to public political subsidies(1-5)[ - 7-1. Parties/candidates had equitable access to public political subsidies(1-5)[
• 7-2. Parties/candidates had equitable access to political donations(1-5)[P] - 7-2. Parties/candidates had equitable access to political donations(1-5)[P]
• 7-3. Parties/candidates publish transparent financial accounts(1-5)[P] - 7-3. Parties/candidates publish transparent financial accounts(1-5)[P]
• 7-4a. Rich people buy elections (1-5)[N] - 7-4a. Rich people buy elections (1-5)[N]
• 7-4b. Rich people buy elections (Reversed coding) - 7-4b. Rich people buy elections (Reversed coding)
• 7-5a. Some state resources were improperly used for campaigning (1-5)[N] - 7-5a. Some state resources were improperly used for campaigning (1-5)[N]
• 7-5b. Some state resources were improperly used for campaigning (1-5)[P] - 7-5b. Some state resources were improperly used for campaigning (1-5)[P]
• 7-6. Campaign finance index (0-100) - 7-6. Campaign finance index (0-100)
• 7-6i. Campaign finance index (0-100), imputed - 7-6i. Campaign finance index (0-100), imputed
• VOTING PROCESS SECTION - VOTING PROCESS SECTION
• 8-1a. Some voters were threatened with violence at the polls(1-5)[N] - 8-1a. Some voters were threatened with violence at the polls(1-5)[N]
• 8-1b. Some voters were threatened with violence at the polls (1-5)[P] - 8-1b. Some voters were threatened with violence at the polls (1-5)[P]
• 8-2a. Some fraudulent votes were cast (1-5)[N] - 8-2a. Some fraudulent votes were cast (1-5)[N]
• 8-2b. Some fraudulent votes were cast (1-5)[P] - 8-2b. Some fraudulent votes were cast (1-5)[P]
• 8-3. The process of voting was easy (1-1)[Y] - 8-3. The process of voting was easy (1-1)[Y]
• 8-4. Voters were offered a genuine choice at the ballot box (1-5)[P] - 8-4. Voters were offered a genuine choice at the ballot box (1-5)[P]
• 8-5. Postal ballots were available (1-5)[P] - 8-5. Postal ballots were available (1-5)[P]
• 8-6. Special voting facilities were available for the disabled (1-5)[P] - 8-6. Special voting facilities were available for the disabled (1-5)[P]
• 8-7. National citizens living abroad could vote (1-5)[P] - 8-7. National citizens living abroad could vote (1-5)[P]
• 8-8. Some form of internet voting was available (1-5)[P] - 8-8. Some form of internet voting was available (1-5)[P]
• 8-9. Voting process index (0-100) - 8-9. Voting process index (0-100)
• 8-9i. Voting process index (0-100), imputed - 8-9i. Voting process index (0-100), imputed
• THE VOTE COUNT SECTION - THE VOTE COUNT SECTION
• 9-1. Ballot boxes were secure (1-5)[P] - 9-1. Ballot boxes were secure (1-5)[P]
• 9-2. The results were announced without undue delay (1-5)[P] - 9-2. The results were announced without undue delay (1-5)[P]
• 9-3. Votes were counted fairly (1-5)[P] - 9-3. Votes were counted fairly (1-5)[P]
• 9-4a. Int'l election monitors were restricted (1-5)[N] - 9-4a. Int'l election monitors were restricted (1-5)[N]
• 9-4b. Int'l election monitors were restricted (1-5)[P] - 9-4b. Int'l election monitors were restricted (1-5)[P]
• 9-5a. Domestic election monitors were restricted (1-5)[N] - 9-5a. Domestic election monitors were restricted (1-5)[N]
• 9-5b. Domestic election monitors were restricted (1-5)[P] - 9-5b. Domestic election monitors were restricted (1-5)[P]
• 9-6. Vote count index (0-100) - 9-6. Vote count index (0-100)
• 9-6i. Vote count index (0-100), imputed - 9-6i. Vote count index (0-100), imputed
• VOTING RESULTS SECTION - VOTING RESULTS SECTION
• 10-1a. Parties/candidates challenged the results (1-5)[N] - 10-1a. Parties/candidates challenged the results (1-5)[N]
• 10-1b. Parties/candidates challenged the results (1-5)[P] - 10-1b. Parties/candidates challenged the results (1-5)[P]
• 10-2a. The election led to peaceful protests (1-5)[N] - 10-2a. The election led to peaceful protests (1-5)[N]
• 10-2b. The election led to peaceful protests (1-5)[P] - 10-2b. The election led to peaceful protests (1-5)[P]
• 10-3a. The election triggered violent protests (1-5)[N] - 10-3a. The election triggered violent protests (1-5)[N]
• 10-3b. The election triggered violent protests (1-5)[P] - 10-3b. The election triggered violent protests (1-5)[P]
• 10-4. Any disputes were resolved through legal channels (1-5)[P] - 10-4. Any disputes were resolved through legal channels (1-5)[P]
• 10-5. Results index (0-100) - 10-5. Results index (0-100)
• 10-5i. Results index (0-100), imputed - 10-5i. Results index (0-100), imputed
• ELECTORAL AUTHORITIES SECTION - ELECTORAL AUTHORITIES SECTION
• 11-1. The election authorities were impartial (1-5)[P] - 11-1. The election authorities were impartial (1-5)[P]
• 11-2. The authorities distributed information to citizens (1-5)[P] - 11-2. The authorities distributed information to citizens (1-5)[P]
• 11-3. The authorities allowed public scrutiny of their performance (1-5)[P] - 11-3. The authorities allowed public scrutiny of their performance (1-5)[P]
• 11-4. The election authorities performed well (1-5)[P] - 11-4. The election authorities performed well (1-5)[P]
• 11-5. Electoral authorities index (0-100) - 11-5. Electoral authorities index (0-100)
• 11-5i. Electoral authorities index (0-100), imputed - 11-5i. Electoral authorities index (0-100), imputed
• GENERAL ELECTION QUESTIONS - GENERAL ELECTION QUESTIONS
• 13-1. How familiar are you with elections in this country? - 13-1. How familiar are you with elections in this country?
• 13-2. Which election (if more than 1) was most important - 13-2. Which election (if more than 1) was most important
• ORGANIZATIONAL CONFIDENCE SECTION - ORGANIZATIONAL CONFIDENCE SECTION
• 14-1. Confidence in the courts (1=none - 10=a great deal) - 14-1. Confidence in the courts (1=none - 10=a great deal)
• 14-2. Confidence in the government (1=none - 10=a great deal) - 14-2. Confidence in the government (1=none - 10=a great deal)
• 14-3. Confidence in the parliament (1=none - 10=a great deal) - 14-3. Confidence in the parliament (1=none - 10=a great deal)
• 14-4. Confidence in the armed forces (1=none - 10=a great deal) - 14-4. Confidence in the armed forces (1=none - 10=a great deal)
• 14-6. Confidence in the elect.authorities (1=none - 10=a great deal) - 14-6. Confidence in the elect.authorities (1=none - 10=a great deal)
• EXPERT BACKGROUND SECTION - EXPERT BACKGROUND SECTION
• Domestic expert? (Yes=1) - Domestic expert? (Yes=1)
• 15-1. Employment type - 15-1. Employment type
• 15-2. Works (or has worked) in the government public sector - 15-2. Works (or has worked) in the government public sector
• 15-3. Works (or has worked) in a university - 15-3. Works (or has worked) in a university
• 15-4. Works (or has worked) in private non-profit sector/NGOs - 15-4. Works (or has worked) in private non-profit sector/NGOs
• 15-5. Works (or has worked) in International agency - 15-5. Works (or has worked) in International agency
• 15-6. Works (or has worked) in an private business or industry - 15-6. Works (or has worked) in an private business or industry
• 15-7. Most recent occupation - 15-7. Most recent occupation
• 15-8. Age group (by decade) - 15-8. Age group (by decade)
• 15-9. Sex (0=male; 1=female; 2=other/prefer not to say) - 15-9. Sex (0=male; 1=female; 2=other/prefer not to say)
• 15-10. Highest level of education - 15-10. Highest level of education
• 15-11. Were you born in this country? - 15-11. Were you born in this country?
• 15-12. # years lived in this country - 15-12. # years lived in this country
• 15-13. Expert was a candidate for elected office - 15-13. Expert was a candidate for elected office
• 15-14. Expert was an elected representative - 15-14. Expert was an elected representative
• 15-15. Expert was an election activist - 15-15. Expert was an election activist
• 15-16. Expert was election NGO watch personnel - 15-16. Expert was election NGO watch personnel
• 15-17. Expert voted in this election - 15-17. Expert voted in this election
• 15-18. Expert did not participate in any role in this election - 15-18. Expert did not participate in any role in this election
• 15-19. Expert was a national official electoral monitor - 15-19. Expert was a national official electoral monitor
• 15-19b. Expert was a international official electoral monitor - 15-19b. Expert was a international official electoral monitor
• 15-20. Expert was an election official - 15-20. Expert was an election official
• 15-21. Expert is a citizen of this country (0/1) - 15-21. Expert is a citizen of this country (0/1)
• 15-22. Support the winning or losing side - 15-22. Support the winning or losing side
• 15-23. Political views on 10pt left/right scale - 15-23. Political views on 10pt left/right scale
• 15-24. How difficult did you find the survey? (1-10) - 15-24. How difficult did you find the survey? (1-10)
• VIGNETTES SECTION - VIGNETTES SECTION
• 16-1. Vignette A (Queues) - 16-1. Vignette A (Queues)
• 16-2. Vignette B (Boycotts) - 16-2. Vignette B (Boycotts)
• 16-3. Vignette C (Violence) - 16-3. Vignette C (Violence)
• 16-4. Vignette D (High) - 16-4. Vignette D (High)
• 16-5. Vignette E (Moderate) - 16-5. Vignette E (Moderate)
• 16-6. Vignette F (Low) - 16-6. Vignette F (Low)
• ROTATING MODULES - ROTATING MODULES
• 17-1. Voters were bribed (1-5)[N] - 17-1. Voters were bribed (1-5)[N]
• 17-1b. Voters were bribed (1-5)[P] - 17-1b. Voters were bribed (1-5)[P]
• 17-2. People were free to vote without feeling pressured (1-5)[P] - 17-2. People were free to vote without feeling pressured (1-5)[P]
• 17-3. Some voters feared becoming victims of political violence (1-5)[N] - 17-3. Some voters feared becoming victims of political violence (1-5)[N]
• 17-3b. Some voters feared becoming victims of political violence (1-5)[P] - 17-3b. Some voters feared becoming victims of political violence (1-5)[P]
• 17-4. The process kept the ballot confidential (1-5)[P] - 17-4. The process kept the ballot confidential (1-5)[P]
• 17-5. Elections were free and fair(1-5)[P] - 17-5. Elections were free and fair(1-5)[P]
• 17-6. Some people received cash, gifts or personal favors in exchange for their  - 17-6. Some people received cash, gifts or personal favors in exchange for their
• 17-6b. Some people received cash, gifts or personal favors in exchange for their - 17-6b. Some people received cash, gifts or personal favors in exchange for their
• 17-7. Politicians offered patronage to their supporters (1-5)[N] - 17-7. Politicians offered patronage to their supporters (1-5)[N]
• 17-7b. Politicians offered patronage to their supporters (1-5)[P] - 17-7b. Politicians offered patronage to their supporters (1-5)[P]
• 18-1. Voting results were subject to a post-election audit (1-5)[P] - 18-1. Voting results were subject to a post-election audit (1-5)[P]
• 18-2. Official election records were safe from hacking (1-5)[P] - 18-2. Official election records were safe from hacking (1-5)[P]
• 18-3. Most news media reporting about the campaign was factually accurate (1-5)[ - 18-3. Most news media reporting about the campaign was factually accurate (1-5)[
• 18-4. Most news media reporting about the government's record was true to the fa - 18-4. Most news media reporting about the government's record was true to the fa
• 18-6. Much news was fake (1-5)[N] - 18-6. Much news was fake (1-5)[N]
• 18-6b. Much news was fake (1-5)[P] - 18-6b. Much news was fake (1-5)[P]
• 19-1. Campaign media spread hate speech (1-5)[N] - 19-1. Campaign media spread hate speech (1-5)[N]
• 19-1b. Campaign media spread hate speech (1-5)[P] - 19-1b. Campaign media spread hate speech (1-5)[P]
• 19-2. Campaign media allowed informed voting choices (1-5)[P] - 19-2. Campaign media allowed informed voting choices (1-5)[P]
• 19-3. Foreign interests interfered in the campaign (1-5)[N] - 19-3. Foreign interests interfered in the campaign (1-5)[N]
• 19-3b. Foreign interests interfered in the campaign (1-5)[P] - 19-3b. Foreign interests interfered in the campaign (1-5)[P]
• 19-4. Media watch groups monitored campaign news (1-5)[P] - 19-4. Media watch groups monitored campaign news (1-5)[P]
• 19-5. Cyberattacks on official voting records occurred during the election (1-5) - 19-5. Cyberattacks on official voting records occurred during the election (1-5)
• 19-5b. Cyberattacks on official voting records occurred during the election (1-5 - 19-5b. Cyberattacks on official voting records occurred during the election (1-5
• 19-6. Campaign news generally reflected the diversity of views and interests in  - 19-6. Campaign news generally reflected the diversity of views and interests in
• 19-7. Campaign news generally maintained high journalistic standards (1-5)[P] - 19-7. Campaign news generally maintained high journalistic standards (1-5)[P]
• 19-8. Journalists were often highly partisan in their campaign reporting (1-5)[N - 19-8. Journalists were often highly partisan in their campaign reporting (1-5)[N
• 19-8b. Journalists were often highly partisan in their campaign reporting (1-5)[ - 19-8b. Journalists were often highly partisan in their campaign reporting (1-5)[
• 19-9. Social media often contained fake news (1-5)[N] - 19-9. Social media often contained fake news (1-5)[N]
• 19-9b. Social media often contained fake news (1-5)[P] - 19-9b. Social media often contained fake news (1-5)[P]
• country - Country name
• ISO - ISO country code
• election - Election Code
• year - Year of election
• date - Election Date
• office - what government body was this election for?
• COUNTRYDATA - COUNTRY DATA SECTION
• PR - Freedom House Political Rights Scale
• CL - Freedom House Civil Liberties Scale
• fhcategory - Freedom House Score (Free,Partially Free, Not Free)
• development - World Bank income level (Low, lower-middle, upper-middle, high)
• gdp_pc_ppp - GDP per capita, PPP, current international $
• region - Geographic region (UN classification, 1-5)
• region9 - Geographic region (World Bank classification, 1-9)
• oecd - OECD country (0/1)
• OVERALLINTEGRITY - OVERALL INTEGRITY SECTION
• PEIIndexp - PEI index of electoral integrity, (0-100), raw
• PEIIndexi - PEI index of electoral integrity, (0-100), imputed
• PEItype
• rating - Rate electoral integrity of the election (1=very poor->10=very good)
• 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 (1-5)[P]
• 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 (1-5)[P]
• citizens - 1-3a. Elections laws restricted citizens' rights (1-5)[N]
• citizens2 - 1-3b. Elections laws restricted citizens' rights (1-5)[P]
• laws - 1-4. Electoral laws index (0-100)
• 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]
• procedures - 2-5. Electoral procedures index (0-100)
• 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 (1-5)[P]
• bfavored - 3-2a. Boundaries favored incumbents (1-5)[N]
• bfavored2 - 3-2b. Boundaries favored incumbents (1-5)[P]
• bimpartial - 3-3. Boundaries were impartial (1-5)[P]
• boundaries - 3-4. Voting district boundaries index (0-100)
• 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 (1-5)[P]
• reginaccurate - 4-2a. The electoral register was inaccurate (1-5)[N]
• reginaccurate2 - 4-2b. The electoral register was inaccurate (1-5)[P]
• ineligible - 4-3a. Some ineligible electors were registered (1-5)[N]
• ineligible2 - 4-3b. Some ineligible electors were registered (1-5)[P]
• votereg - 4-4. Voter registration index (0-100)
• 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 (1-5)[P]
• 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 (1-5)[P]
• 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 (1-5
• partyreg - 5-6. Party and candidate registration index (0-100)
• 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 (1-5)[P]
• 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 (0-100)
• 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 (1-5)[P]
• finance - 7-6. Campaign finance index (0-100)
• 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 (1-5)[P]
• fraudulent - 8-2a. Some fraudulent votes were cast (1-5)[N]
• fraudulent2 - 8-2b. Some fraudulent votes were cast (1-5)[P]
• 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 (0-100)
• votingi - 8-9i. Voting process index (0-100), 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 (1-5)[P]
• domesticmonitors - 9-5a. Domestic election monitors were restricted (1-5)[N]
• domesticmonitors2 - 9-5b. Domestic election monitors were restricted (1-5)[P]
• count - 9-6. Vote count index (0-100)
• 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 (1-5)[P]
• protestspeace - 10-2a. The election led to peaceful protests (1-5)[N]
• protestspeace2 - 10-2b. The election led to peaceful protests (1-5)[P]
• protestsviolent - 10-3a. The election triggered violent protests (1-5)[N]
• protestsviolent2 - 10-3b. The election triggered violent protests (1-5)[P]
• disputes - 10-4. Any disputes were resolved through legal channels (1-5)[P]
• results - 10-5. Results index (0-100)
• 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 (0-100)
• 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)
• government - 14-2. Confidence in the government (1=none - 10=a great deal)
• parliament - 14-3. Confidence in the parliament (1=none - 10=a great deal)
• armedforces - 14-4. Confidence in the armed forces (1=none - 10=a great deal)
• electoralauth - 14-6. Confidence in the elect.authorities (1=none - 10=a great deal)
• BACKGROUND - EXPERT BACKGROUND SECTION
• expertdomestic - Domestic expert? (Yes=1)
• 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 (0=male; 1=female; 2=other/prefer not to say)
• 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
• monitor - 15-19. Expert was a national official electoral monitor
• monitorint - 15-19b. Expert was a international official electoral monitor
• official - 15-20. Expert was an election official
• citizen - 15-21. Expert is a citizen of this country (0/1)
• supported - 15-22. Support the winning or losing side
• leftrightscale - 15-23. Political views on 10pt left/right scale
• difficulty - 15-24. How difficult did you find the survey? (1-10)
• VIGNETTES - VIGNETTES SECTION
• vignetteA - 16-1. Vignette A (Queues)
• vignetteB - 16-2. Vignette B (Boycotts)
• vignetteC - 16-3. Vignette C (Violence)
• vignetteD - 16-4. Vignette D (High)
• vignetteE - 16-5. Vignette E (Moderate)
• vignetteF - 16-6. Vignette F (Low)
• ROTATING - ROTATING MODULES
• bribed - 17-1. Voters were bribed (1-5)[N]
• bribed2 - 17-1b. Voters were bribed (1-5)[P]
• freetovote - 17-2. People were free to vote without feeling pressured (1-5)[P]
• fearviolence - 17-3. Some voters feared becoming victims of political violence (1-5)[N]
• fearviolence2 - 17-3b. Some voters feared becoming victims of political violence (1-5)[P]
• ballotconfidential - 17-4. The process kept the ballot confidential (1-5)[P]
• freefairelect - 17-5. Elections were free and fair(1-5)[P]
• cashforvotes - 17-6. Some people received cash, gifts or personal favors in exchange for their
• cashforvotes2 - 17-6b. Some people received cash, gifts or personal favors in exchange for their
• patronage - 17-7. Politicians offered patronage to their supporters (1-5)[N]
• patronage2 - 17-7b. Politicians offered patronage to their supporters (1-5)[P]
• audit - 18-1. Voting results were subject to a post-election audit (1-5)[P]
• hacking - 18-2. Official election records were safe from hacking (1-5)[P]
• campaignnews - 18-3. Most news media reporting about the campaign was factually accurate (1-5)[
• govtnews - 18-4. Most news media reporting about the government's record was true to the fa
• fakenews - 18-6. Much news was fake (1-5)[N]
• fakenews2 - 18-6b. Much news was fake (1-5)[P]
• hatespeech - 19-1. Campaign media spread hate speech (1-5)[N]
• hatespeech2 - 19-1b. Campaign media spread hate speech (1-5)[P]
• informedchoices - 19-2. Campaign media allowed informed voting choices (1-5)[P]
• foreigninterference - 19-3. Foreign interests interfered in the campaign (1-5)[N]
• foreigninterference2 - 19-3b. Foreign interests interfered in the campaign (1-5)[P]
• mediamonitors - 19-4. Media watch groups monitored campaign news (1-5)[P]
• cyberattacks - 19-5. Cyberattacks on official voting records occurred during the election (1-5)
• cyberattacks2 - 19-5b. Cyberattacks on official voting records occurred during the election (1-5
• diversenews - 19-6. Campaign news generally reflected the diversity of views and interests in
• journalisticstandards - 19-7. Campaign news generally maintained high journalistic standards (1-5)[P]
• partisanjournalists - 19-8. Journalists were often highly partisan in their campaign reporting (1-5)[N
• partisanjournalists2 - 19-8b. Journalists were often highly partisan in their campaign reporting (1-5)[
• fakesocial - 19-9. Social media often contained fake news (1-5)[N]
• fakesocial2 - 19-9b. Social media often contained fake news (1-5)[P]

f6297541 Location:

Variable Format: character

Notes: UNF:6:SzfFsyijrZA+ql47kz/uHg==

f6297541 Location:

Variable Format: character

Notes: UNF:6:OJneLOngpFfy4gx5QMOuyQ==

f6297541 Location:

Summary Statistics: StDev 0.32397398571595554; Mean 0.11834319526627221; Max. 1.0; Min. 0.0; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:FjJ6ddHoJdFWJ1CiCyuDgg==

f6297541 Location:

Summary Statistics: Max. 1.0; Valid 169.0; StDev 0.4603923498574557; Min. 0.0; Mean 0.30177514792899407

Variable Format: numeric

Notes: UNF:6:DzVMzgI/0QRXIObZPPtS3Q==

f6297541 Location:

Summary Statistics: Mean 0.2899408284023669; Valid 169.0; Min. 0.0; StDev 0.4550830602384316; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:cCv1M3Y3ozPmtL0gc0j22g==

f6297541 Location:

Summary Statistics: Min. 0.0; Mean 0.2781065088757397; Valid 169.0; StDev 0.4493977059489117; Max. 1.0

Variable Format: numeric

Notes: UNF:6:HKmpf28uTMj68Tu3d6ioiw==

f6297541 Location:

Summary Statistics: Valid 169.0; StDev 0.4741856925360755; Max. 1.0; Min. 0.0; Mean 0.33727810650887574;

Variable Format: numeric

Notes: UNF:6:jTjbzCgnvp5ifUUu4HHSWQ==

f6297541 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 169.0; Mean 0.24260355029585803; StDev 0.42993115754201283;

Variable Format: numeric

Notes: UNF:6:wt3nBc6DE681lWPOV52Euw==

f6297541 Location:

Summary Statistics: Max. 1.0; Mean 0.30769230769230776; Valid 169.0; StDev 0.46291004988627543; Min. 0.0

Variable Format: numeric

Notes: UNF:6:aUN2TAXl7Y+pgdoQL6yVqQ==

f6297541 Location:

Summary Statistics: StDev 0.45508306023843154; Mean 0.2899408284023669; Max. 1.0; Valid 169.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:yxd+CsYwFLbDRcgM59/73w==

f6297541 Location:

Summary Statistics: Mean 0.272189349112426; StDev 0.44640955158130957; Max. 1.0; Min. 0.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:yXhy1oD31kbONjSKVYAF6A==

f6297541 Location:

Summary Statistics: Valid 169.0; Mean 0.23668639053254445; Min. 0.0; StDev 0.4263113129949634; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:a1+mfHzRwHs6UEG/WOwAHg==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: Valid 169.0; StDev 2.084724888613231; Max. 7.0; Min. 1.0; Mean 3.3670611437961178

Variable Format: numeric

Notes: UNF:6:Iqbu1I6UeQ6qY10o/OWTvQ==

f6297541 Location:

Summary Statistics: Mean 3.2928571411843826; Valid 169.0; StDev 1.787278546639505; Min. 1.0; Max. 7.0;

Variable Format: numeric

Notes: UNF:6:DJ5DlXkmr9LgkOTxCZJ8Lw==

f6297541 Location:

Summary Statistics: Min. 788.384033203125; Valid 167.0; StDev 18995.330420976985; Mean 18481.738993570492; Max. 94277.96875

Variable Format: numeric

Notes: UNF:6:npylvFhP1lvzAg+j8HPc0w==

f6297541 Location:

Summary Statistics: Min. 1.0; Max. 5.0; Mean 2.62130177514793; Valid 169.0; StDev 1.2904486890628293;

Variable Format: numeric

Notes: UNF:6:sU2UTdl35Xos76XlVVYGPw==

f6297541 Location:

Summary Statistics: Mean 4.781065088757398; Min. 1.0; StDev 2.6935763625221836; Valid 169.0; Max. 9.0

Variable Format: numeric

Notes: UNF:6:4f/S4vG7im64wPBWspilKw==

f6297541 Location:

Summary Statistics: StDev 0.4064324995935211; Max. 1.0; Valid 169.0; Min. 0.0; Mean 0.2071005917159758

Variable Format: numeric

Notes: UNF:6:WOJB8OmU2nKWKCpqQFppqQ==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: Min. 15.816326141357422; Valid 146.0; Max. 90.81632995605469; Mean 54.34575007713008; StDev 17.27512002254011

Variable Format: numeric

Notes: UNF:6:m6g4rL0/CFiCepfrb9UwKQ==

f6297541 Location:

Summary Statistics: StDev 15.00526903916198; Min. 22.04483413696289; Mean 54.66800582479441; Valid 169.0; Max. 86.27639770507812

Variable Format: numeric

Notes: UNF:6:QPcDpBjHN6DHILwoBBneuw==

f6297541 Location:

Summary Statistics: Max. 5.0; StDev 1.3925545690096914; Min. 1.0; Valid 169.0; Mean 2.9644970414201195

Variable Format: numeric

Notes: UNF:6:ZpzEIas1AoWFtjvpdx18Ug==

f6297541 Location:

Summary Statistics: Min. 1.3229166269302368; StDev 2.17389586384307; Valid 169.0; Max. 9.85092544555664; Mean 6.166973802464955

Variable Format: numeric

Notes: UNF:6:LQ7kJMKEejoFRfsD39tf9Q==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: Valid 169.0; Max. 4.599999904632568; Mean 3.044367557446631; StDev 0.7816389225357248; Min. 1.2952613830566406;

Variable Format: numeric

Notes: UNF:6:croA3KAnuaJmqE4wOOo/1g==

f6297541 Location:

Summary Statistics: Valid 169.0; Min. 1.399999976158142; StDev 0.7816389256763447; Mean 2.955632443258747; Max. 4.704738616943359;

Variable Format: numeric

Notes: UNF:6:+euRaGquInPd2fnChb2vAw==

f6297541 Location:

Summary Statistics: Valid 169.0; Max. 5.0; Mean 3.1053228145520344; Min. 1.2361111640930176; StDev 0.9589746828031002;

Variable Format: numeric

Notes: UNF:6:SN4+f1gliQuVPINVKs2R+A==

f6297541 Location:

Summary Statistics: Max. 4.763888835906982; Valid 169.0; StDev 0.9589746785862983; Min. 1.0; Mean 2.89467718121568

Variable Format: numeric

Notes: UNF:6:0AIgPXCffXFFb4ZzEOvCdA==

f6297541 Location:

Summary Statistics: Max. 4.635416507720947; StDev 0.8631088157173952; Valid 169.0; Mean 2.5556980900510533; Min. 1.1611111164093018;

Variable Format: numeric

Notes: UNF:6:KYfG+nefdpu5lg7oidkzEw==

f6297541 Location:

Summary Statistics: Valid 169.0; Mean 3.4443019028951447; Max. 4.838889122009277; Min. 1.3645833730697632; StDev 0.8631088123234203

Variable Format: numeric

Notes: UNF:6:mLNkacoTKeqE+1vQiVVchg==

f6297541 Location:

Summary Statistics: Mean 56.46159027280055; Valid 169.0; Max. 92.57351589609391; Min. 13.333333110809326; StDev 19.11702706423946;

Variable Format: numeric

Notes: UNF:6:MfXqRFf3Iz6gQA5seNGi9A==

f6297541 Location:

Summary Statistics: Valid 169.0; Max. 92.06120300292969; Mean 52.22017065307799; StDev 20.13090673890653; Min. 12.31199836730957;

Variable Format: numeric

Notes: UNF:6:aA0OA31oYYnEX2z7JdzmoQ==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: StDev 0.8720162605259453; Min. 1.1818181276321411; Mean 3.429430868498674; Valid 169.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:cEhywhTJ6foLewUgZwNMxg==

f6297541 Location:

Summary Statistics: Mean 3.7441591454680836; Valid 169.0; Max. 4.895833492279053; StDev 0.6836427560567876; Min. 1.8125

Variable Format: numeric

Notes: UNF:6:9KGFAqyetRiiM5M+qQcYFg==

f6297541 Location:

Summary Statistics: Min. 1.1845238208770752; Mean 3.4294987994538264; Max. 4.976190567016602; StDev 0.9786616221131352; Valid 169.0

Variable Format: numeric

Notes: UNF:6:qOHffsoU21Tj5wu+BjufJg==

f6297541 Location:

Summary Statistics: Max. 5.0; StDev 0.8786842064993543; Mean 3.6588429995542437; Valid 169.0; Min. 1.5;

Variable Format: numeric

Notes: UNF:6:hO5zyeIxDWOw7LKLr/sPSg==

f6297541 Location:

Summary Statistics: Min. 17.526041507720947; Max. 97.43055470784505; Mean 66.61539694086167; StDev 19.29195099376704; Valid 169.0

Variable Format: numeric

Notes: UNF:6:UbCQ0+v9JUylkeRLPIofqQ==

f6297541 Location:

Summary Statistics: StDev 20.162106355041455; Mean 64.22108602805959; Valid 169.0; Max. 97.32638549804688; Min. 18.11850357055664;

Variable Format: numeric

Notes: UNF:6:osgvYQIlA6dOC2OIhwNZ/w==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: Mean 2.8246405189295856; Max. 4.75; StDev 0.7884667650977255; Valid 166.0; Min. 1.297619104385376

Variable Format: numeric

Notes: UNF:6:5uOa9j3lyFw3TIgXCfQAzQ==

f6297541 Location:

Summary Statistics: StDev 0.7884667698829294; Mean 3.1753594731710035; Valid 166.0; Max. 4.702381134033203; Min. 1.25

Variable Format: numeric

Notes: UNF:6:ZeUXBUk/WNCyiyboqtVv9g==

f6297541 Location:

Summary Statistics: Min. 1.2222222089767456; StDev 0.7975280717671316; Max. 4.428571701049805; Mean 2.7651714632310065; Valid 166.0;

Variable Format: numeric

Notes: UNF:6:SUZPyChlxthUPKcNGKt4xA==

f6297541 Location:

Summary Statistics: StDev 0.7975280727827039; Min. 1.5714285373687744; Mean 3.234828531023969; Valid 166.0; Max. 4.777777671813965

Variable Format: numeric

Notes: UNF:6:kMOPw6fZquxc5pHE+6KSbQ==

f6297541 Location:

Summary Statistics: StDev 0.6941282668735018; Max. 5.0; Valid 168.0; Mean 3.0623731939565566; Min. 1.0

Variable Format: numeric

Notes: UNF:6:dcnCXA6yGUqTtDc+bsa0eA==

f6297541 Location:

Summary Statistics: Min. 16.66666603088379; Max. 91.03827317555746; Mean 57.41862188326901; Valid 166.0; StDev 16.532668295866927

Variable Format: numeric

Notes: UNF:6:zqT14rDjEeExde1wDVag0w==

f6297541 Location:

Summary Statistics: Mean 53.79142415876218; Valid 169.0; Min. 10.767345428466797; Max. 84.5042953491211; StDev 13.74264993417331

Variable Format: numeric

Notes: UNF:6:vT4fRjh2jWg+N1ONpQmBQw==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: StDev 0.9526136191884665; Min. 1.1333333253860474; Valid 169.0; Max. 5.0; Mean 3.1929091306833124

Variable Format: numeric

Notes: UNF:6:Ahn170rPirKWVGqHtuuetw==

f6297541 Location:

Summary Statistics: Min. 1.0; Valid 169.0; StDev 0.9526136141395777; Mean 2.8070908587359815; Max. 4.866666793823242;

Variable Format: numeric

Notes: UNF:6:vH0B4Xhtuw64i8+IR9tpiQ==

f6297541 Location:

Summary Statistics: StDev 0.9342390355224411; Valid 169.0; Max. 5.0; Mean 2.94257501737606; Min. 1.0416666269302368

Variable Format: numeric

Notes: UNF:6:Hsvmgasqjy5SknZ04UwK6w==

f6297541 Location:

Summary Statistics: Max. 4.958333492279053; Min. 1.0; StDev 0.9342390456877967; Mean 3.05742498262394; Valid 169.0

Variable Format: numeric

Notes: UNF:6:UaXNdksoGVmojCJq4bYuWg==

f6297541 Location:

Summary Statistics: Valid 167.0; Min. 1.0827839374542236; Max. 4.699999809265137; Mean 2.7888319156840873; StDev 0.8730434719434256;

Variable Format: numeric

Notes: UNF:6:dC2dprAJi+jJy875s1SviA==

f6297541 Location:

Summary Statistics: Valid 167.0; Min. 1.2999999523162842; Max. 4.9172163009643555; Mean 3.2111680985924718; StDev 0.8730435040430499;

Variable Format: numeric

Notes: UNF:6:l4h14xRuLzqaQl4EhbwXeQ==

f6297541 Location:

Summary Statistics: Mean 55.464966398133065; Max. 97.8272306856024; StDev 20.94826286008609; Min. 5.0; Valid 167.0;

Variable Format: numeric

Notes: UNF:6:l/xFv4ZUn+H2j4BGSEHbTA==

f6297541 Location:

Summary Statistics: Max. 95.78626251220703; Min. 10.576923370361328; StDev 20.18841427940516; Mean 50.66686101495871; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:W816B8VoVzdkbitLdOpJ0A==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: Valid 169.0; StDev 1.0438395934658218; Mean 2.522796050331298; Min. 1.0499999523162842; Max. 4.9375

Variable Format: numeric

Notes: UNF:6:/S1KsyXki6Sufd4o4uQdsQ==

f6297541 Location:

Summary Statistics: StDev 1.0438395948630215; Min. 1.0625; Max. 4.949999809265137; Valid 169.0; Mean 3.477203945436421

Variable Format: numeric

Notes: UNF:6:8fpzPA6tcflumIyCiP/s4w==

f6297541 Location:

Summary Statistics: Min. 1.758730173110962; Mean 3.4172405110308404; Max. 4.750463008880615; StDev 0.6136145922433236; Valid 169.0

Variable Format: numeric

Notes: UNF:6:p7Q0L0HbBW7zeKIiuGRtJg==

f6297541 Location:

Summary Statistics: Max. 4.599431991577148; StDev 0.5900978005186699; Mean 3.352852508866575; Min. 1.5208332538604736; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:1HO1UUYzY4zLR+i+Zt7URw==

f6297541 Location:

Summary Statistics: Min. 1.0; Valid 169.0; Max. 5.0; StDev 0.7884781440222833; Mean 3.2011257783901046

Variable Format: numeric

Notes: UNF:6:oXXFJLSo/0lhy0HJlXPJFw==

f6297541 Location:

Summary Statistics: Mean 2.798874220904513; StDev 0.7884781518117295; Max. 5.0; Min. 1.0; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:+ct8nnAri/VxweMLYSDt7w==

f6297541 Location:

Summary Statistics: Min. 1.145370364189148; Max. 4.6984124183654785; Valid 169.0; StDev 0.9878991625420462; Mean 2.7001397673194942;

Variable Format: numeric

Notes: UNF:6:vLudn7nM88AbV/gf0002GA==

f6297541 Location:

Summary Statistics: Valid 169.0; Mean 3.299860225626704; Max. 4.8546295166015625; StDev 0.987899150347312; Min. 1.3015873432159424;

Variable Format: numeric

Notes: UNF:6:+PYFygLGNPNzvDfwLVjSlg==

f6297541 Location:

Summary Statistics: Min. 20.31547619047619; StDev 15.690976791968625; Mean 59.926730035440286; Max. 91.77192982456141; Valid 167.0

Variable Format: numeric

Notes: UNF:6:bJ4NTHx0teqxEkkoKtP6Dw==

f6297541 Location:

Summary Statistics: Mean 56.64737211599858; Valid 169.0; StDev 16.185999106829613; Min. 18.07684326171875; Max. 91.30833435058594;

Variable Format: numeric

Notes: UNF:6:m7gdJDhO/DHBm2uPKlrSVw==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: Mean 2.731169020635842; StDev 0.7003925889513856; Max. 4.666666507720947; Min. 1.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:WvEi+XV7lFXHVJB+rrkhAg==

f6297541 Location:

Summary Statistics: Valid 169.0; StDev 0.8743587159910736; Min. 1.5750000476837158; Mean 3.2844716797213596; Max. 5.0

Variable Format: numeric

Notes: UNF:6:snVoETSsN27IZj/TRA0YIQ==

f6297541 Location:

Summary Statistics: Max. 4.425000190734863; Min. 1.0; Valid 169.0; Mean 2.7155283280378253; StDev 0.8743586974934815

Variable Format: numeric

Notes: UNF:6:E0g9YiealkwbegKUPM9w/w==

f6297541 Location:

Summary Statistics: Max. 4.666666507720947; Mean 2.8246557649070683; StDev 0.7672025182770922; Valid 169.0; Min. 1.2415584325790405

Variable Format: numeric

Notes: UNF:6:/2BF1HjUWB6Jr+XJlA3E1g==

f6297541 Location:

Summary Statistics: Valid 169.0; StDev 0.6358871857650091; Mean 2.9193016015566298; Max. 4.2703704833984375; Min. 1.34375

Variable Format: numeric

Notes: UNF:6:FQnpIkKjxCynsqmRM/LDVQ==

f6297541 Location:

Summary Statistics: Min. 1.3214285373687744; Max. 5.0; Mean 3.3122662136540604; StDev 0.6381572650088325; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:tBu8RGDN2wxnN/MCugpulg==

f6297541 Location:

Summary Statistics: Max. 78.43333206176757; Mean 50.52118342423522; Min. 12.5; StDev 13.012557009414582; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:2+M/053NYr/qYAGeud0RwQ==

f6297541 Location:

Summary Statistics: StDev 12.668116713775158; Min. 12.880627632141113; Mean 47.75793231873825; Max. 71.83070373535156; Valid 169.0

Variable Format: numeric

Notes: UNF:6:19iOINn46H8zmYnLvEV2Sw==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: Valid 169.0; Min. 1.0; StDev 0.7973572767364362; Max. 4.333333492279053; Mean 2.64439136953749

Variable Format: numeric

Notes: UNF:6:jnBzh3hLuZU5nfmGQBOxEQ==

f6297541 Location:

Summary Statistics: Max. 3.9166667461395264; Mean 2.391720102656454; StDev 0.6408728769276912; Valid 168.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:MFT23PUYiZUW6daAm5aDsA==

f6297541 Location:

Summary Statistics: Mean 2.0696746401843567; Valid 168.0; Max. 4.266666412353516; Min. 1.0; StDev 0.687066177137295

Variable Format: numeric

Notes: UNF:6:l9zt/FepvlUrkRNVIX9QXw==

f6297541 Location:

Summary Statistics: Mean 3.1425705710811727; StDev 0.8196607872390157; Min. 1.0; Valid 169.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:YHsG6Gm6fB+ZBoTO9x0bZg==

f6297541 Location:

Summary Statistics: Max. 5.0; Valid 169.0; StDev 0.8196607934140907; Min. 1.0; Mean 2.857429427508067

Variable Format: numeric

Notes: UNF:6:sRBB5LBk9ES1TfvWGg2+mQ==

f6297541 Location:

Summary Statistics: Valid 169.0; StDev 0.8507536814306159; Mean 3.613664576287807; Min. 1.4500000476837158; Max. 5.0

Variable Format: numeric

Notes: UNF:6:3DSpIx7ufBhLkKHiiq4+wg==

f6297541 Location:

Summary Statistics: Valid 169.0; Max. 4.550000190734863; StDev 0.850753679779458; Mean 2.3863354060776842; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:V6se8IxQJw6TTHKcFOfW8w==

f6297541 Location:

Summary Statistics: Min. 0.0; Mean 40.345052488982; Max. 88.75; StDev 16.634263812272366; Valid 168.0;

Variable Format: numeric

Notes: UNF:6:JFu1XKu6vkkVYBV/kmTUiA==

f6297541 Location:

Summary Statistics: Max. 74.56348419189453; Mean 36.95220029142484; Min. 4.0; StDev 16.093309843688733; Valid 169.0

Variable Format: numeric

Notes: UNF:6:n4P2br7lMxQuXPIeWAdhYQ==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: StDev 0.9713529382339361; Min. 1.0; Max. 4.75; Valid 169.0; Mean 2.4510229388637654;

Variable Format: numeric

Notes: UNF:6:Y//yHL9ITmuMzRH9AVXLUA==

f6297541 Location:

Summary Statistics: Valid 169.0; Mean 3.548977051260911; StDev 0.9713529349866923; Max. 5.0; Min. 1.25;

Variable Format: numeric

Notes: UNF:6:JL0Pcg1f3axRufheVWl+zA==

f6297541 Location:

Summary Statistics: StDev 1.0198445763293964; Mean 2.962650508570247; Min. 1.09375; Max. 4.896825313568115; Valid 169.0

Variable Format: numeric

Notes: UNF:6:ecR0P7wCRd4hFQdCYlyKmg==

f6297541 Location:

Summary Statistics: Mean 3.037349497072795; StDev 1.0198445565900303; Min. 1.1031745672225952; Valid 169.0; Max. 4.90625;

Variable Format: numeric

Notes: UNF:6:y1wZFz2dBl5vgoAwJ1Kc9Q==

f6297541 Location:

Summary Statistics: Max. 4.792592525482178; Mean 3.8219457942353205; StDev 0.562763869277058; Min. 2.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:8Iem24v16Z9czuK1hkIDIg==

f6297541 Location:

Summary Statistics: Valid 169.0; Max. 4.852941513061523; StDev 0.8110038367326872; Mean 3.651399261147314; Min. 1.3583333492279053;

Variable Format: numeric

Notes: UNF:6:6qhYrbSSR2MiReQ0NxXcvQ==

f6297541 Location:

Summary Statistics: Max. 5.0; Min. 1.0; StDev 1.0176397369408212; Mean 2.7079595531937644; Valid 169.0

Variable Format: numeric

Notes: UNF:6:w85IgUABkwYRX8Bd6yY7EQ==

f6297541 Location:

Summary Statistics: Mean 3.1157531971056796; Min. 1.0; Max. 4.800389766693115; StDev 0.8323677699605406; Valid 169.0

Variable Format: numeric

Notes: UNF:6:SI4/Q98Iu9+W7pZzVPuneA==

f6297541 Location:

Summary Statistics: Min. 1.0; StDev 1.101163536194868; Mean 3.232020285707958; Max. 4.795138835906982; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:gWL4rShXCpfcaOhn/Dmngw==

f6297541 Location:

Summary Statistics: Valid 169.0; StDev 0.45196788402683125; Max. 4.972222328186035; Mean 1.5179836665384867; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:04Rg27QHXfFq9yG7biUc3A==

f6297541 Location:

Summary Statistics: Valid 169.0; Max. 95.05952508108956; Mean 54.65554827363147; StDev 15.158226286523163; Min. 13.75;

Variable Format: numeric

Notes: UNF:6:Fy2gW5uFij/pML4MogmCVw==

f6297541 Location:

Summary Statistics: Mean 52.524374042036996; Min. 20.9375; Valid 169.0; StDev 14.392428356870992; Max. 90.66520690917969

Variable Format: numeric

Notes: UNF:6:yhWX6jA2aR7+/w+XbLOOtg==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: Min. 1.75; StDev 0.8403065770644625; Max. 5.0; Mean 3.6670037571873; Valid 168.0

Variable Format: numeric

Notes: UNF:6:y6mld9PQHnjJmgSBHAPVAA==

f6297541 Location:

Summary Statistics: StDev 0.8190396250934435; Mean 3.6690732466398606; Min. 1.3809523582458496; Max. 5.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:2E/5uZylCGjFoG8tSvk2dw==

f6297541 Location:

Summary Statistics: Mean 3.598685872625317; StDev 0.9491275621950785; Min. 1.2222222089767456; Valid 169.0; Max. 4.964912414550781;

Variable Format: numeric

Notes: UNF:6:mJ3zt7nclGeX5diWrod2Jw==

f6297541 Location:

Summary Statistics: Mean 2.2565642136793858; Valid 169.0; StDev 0.8959689746169779; Min. 1.0370370149612427; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:Slds6gJOuyGyBQ4JT9O/tQ==

f6297541 Location:

Summary Statistics: Min. 1.0; Valid 169.0; Mean 3.743435789142136; Max. 4.962963104248047; StDev 0.8959689647428726

Variable Format: numeric

Notes: UNF:6:Pclqh5wcvvAD1z9Jlbn2MA==

f6297541 Location:

Summary Statistics: Mean 2.3013551771288063; StDev 0.8733686725926901; Min. 1.0370370149612427; Valid 169.0; Max. 4.670833110809326

Variable Format: numeric

Notes: UNF:6:BG37l0GYJbNj2kHLxN81LA==

f6297541 Location:

Summary Statistics: Mean 3.698644808763584; Valid 169.0; Min. 1.3291666507720947; Max. 4.962963104248047; StDev 0.8733686702124583

Variable Format: numeric

Notes: UNF:6:i7mEq/WnKWRMoy9XtFgZSQ==

f6297541 Location:

Summary Statistics: Max. 98.32668067226892; Valid 167.0; Min. 20.75; Mean 69.3442381681649; StDev 19.56332950654278

Variable Format: numeric

Notes: UNF:6:A2Ij2WCGZoiti95fxZQA9A==

f6297541 Location:

Summary Statistics: Valid 169.0; Mean 66.94698834842474; Max. 98.45643615722656; StDev 18.82250574005476; Min. 24.65424919128418

Variable Format: numeric

Notes: UNF:6:uUHbZpH1KpxDeGFniGt5Eg==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: Mean 3.0229645459609635; Min. 1.0754142999649048; Max. 4.740740776062012; Valid 169.0; StDev 1.003775159327744

Variable Format: numeric

Notes: UNF:6:ryxR5I2H4n14a+I5c/ONVA==

f6297541 Location:

Summary Statistics: Valid 169.0; Mean 2.9770354540390365; Min. 1.2592592239379883; StDev 1.0037751640542398; Max. 4.924585819244385

Variable Format: numeric

Notes: UNF:6:7fhAeHGek2AS5B66CoTIfw==

f6297541 Location:

Summary Statistics: StDev 0.7538222633108894; Min. 1.0; Mean 2.4656199957492086; Max. 4.111111164093018; Valid 169.0

Variable Format: numeric

Notes: UNF:6:2JcTfcp1aljKFh2g4nlmRw==

f6297541 Location:

Summary Statistics: Mean 3.5343799943754663; Min. 1.888888955116272; Valid 169.0; StDev 0.7538222564148527; Max. 5.0

Variable Format: numeric

Notes: UNF:6:Y8R3aqJELvoReZwYJYxXMQ==

f6297541 Location:

Summary Statistics: Max. 4.090909004211426; StDev 0.7423597305524151; Min. 1.0; Valid 169.0; Mean 1.893379203666596

Variable Format: numeric

Notes: UNF:6:/IfmERgF4OA/rK/+xS/w7Q==

f6297541 Location:

Summary Statistics: Max. 5.0; StDev 0.7423597427775196; Min. 1.9090908765792847; Mean 4.106620797744164; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:/IusnAG5PyvE8BHudzS5Qw==

f6297541 Location:

Summary Statistics: StDev 0.7357290891828926; Mean 3.4300226812531953; Valid 169.0; Min. 1.4249999523162842; Max. 4.772514820098877

Variable Format: numeric

Notes: UNF:6:G6sMGCuwDlieGQY5uetDOQ==

f6297541 Location:

Summary Statistics: StDev 16.04474629738883; Valid 168.0; Max. 96.73214285714285; Mean 64.59986007746409; Min. 26.953125

Variable Format: numeric

Notes: UNF:6:EOAQ1FB/Vkym9kaxEp4a5A==

f6297541 Location:

Summary Statistics: Valid 169.0; Max. 95.73526763916016; Min. 24.122024536132812; Mean 62.97083119951056; StDev 17.311077679572744

Variable Format: numeric

Notes: UNF:6:b8GAuTVDALDPb65imKUyKA==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: Valid 169.0; Min. 1.2571429014205933; StDev 1.0340022961106317; Max. 4.927884578704834; Mean 3.193427365912488;

Variable Format: numeric

Notes: UNF:6:7wmGPA2a2QCjx4l/sevCuw==

f6297541 Location:

Summary Statistics: Max. 4.888888835906982; StDev 0.591901984802227; Min. 2.125; Valid 169.0; Mean 3.7448570290966146

Variable Format: numeric

Notes: UNF:6:GnqweCIDU+XHoZMKaLdMPA==

f6297541 Location:

Summary Statistics: Valid 169.0; Min. 1.3656566143035889; Max. 4.801851749420166; Mean 3.2234688574040424; StDev 0.9068634587593976;

Variable Format: numeric

Notes: UNF:6:q4eT81rahBXrUpmTNSQHpQ==

f6297541 Location:

Summary Statistics: Min. 1.5520833730697632; StDev 0.909062357750459; Valid 169.0; Max. 4.871296405792236; Mean 3.3583397117592195

Variable Format: numeric

Notes: UNF:6:+mO/RhEsLcesTgR5EFsU2Q==

f6297541 Location:

Summary Statistics: StDev 19.372133878002188; Min. 17.96875; Valid 169.0; Max. 96.875; Mean 62.19719182360041

Variable Format: numeric

Notes: UNF:6:jIkxHuSVjMBYLxxcmS6Olw==

f6297541 Location:

Summary Statistics: StDev 20.65372840017386; Mean 59.579913460996714; Valid 169.0; Min. 16.67892074584961; Max. 95.58738708496094

Variable Format: numeric

Notes: UNF:6:dIAwahbQYxroG44YkHz/1Q==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: StDev 0.7197298538528997; Valid 169.0; Max. 9.678571701049805; Mean 8.549350746989955; Min. 6.611111164093018

Variable Format: numeric

Notes: UNF:6:+uG0FkIluPnPCRRUaCdcuw==

f6297541 Location:

Summary Statistics: Min. 1.0; Max. 4.375; Valid 169.0; StDev 0.7310626269418602; Mean 1.9345424878531474;

Variable Format: numeric

Notes: UNF:6:HpRh8B876EcxN1iXVvkQqg==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: Min. 1.4791666269302368; StDev 2.0328562214523993; Max. 9.44444465637207; Mean 5.344662638105581; Valid 169.0

Variable Format: numeric

Notes: UNF:6:aRxnc87MwzOgtJzQ61c4vw==

f6297541 Location:

Summary Statistics: StDev 1.579339202322911; Mean 4.725457112464677; Min. 1.34375; Max. 8.462499618530273; Valid 169.0

Variable Format: numeric

Notes: UNF:6:OFygNbxwYoMRzol6rK/UHQ==

f6297541 Location:

Summary Statistics: Max. 8.61111068725586; Mean 4.807562179819365; StDev 1.5760435841077922; Min. 1.3229166269302368; Valid 169.0

Variable Format: numeric

Notes: UNF:6:ku9OAKvuVURP+ldzW5I+qw==

f6297541 Location:

Summary Statistics: Max. 8.470588684082031; Min. 1.125; Valid 169.0; StDev 1.7166148669448626; Mean 5.105029358666322

Variable Format: numeric

Notes: UNF:6:IEdA+So0Uc1ZJv2e8rjR4w==

f6297541 Location:

Summary Statistics: StDev 2.11376331375985; Max. 9.722222328186035; Mean 5.785498152117761; Valid 169.0; Min. 1.25

Variable Format: numeric

Notes: UNF:6:NJiWF6cxEr9ZmbbZ5FI6Gg==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: StDev 0.26697746533788597; Mean 0.44562288749544193; Valid 169.0; Max. 0.9833333492279053; Min. 0.0

Variable Format: numeric

Notes: UNF:6:3r85ldWzg7S7PGw5DtnyPg==

f6297541 Location:

Summary Statistics: StDev 0.3794151854570186; Max. 3.0; Mean 2.407070894213118; Min. 1.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:MOm949LQUS/2A13QYLbt/w==

f6297541 Location:

Summary Statistics: Mean 0.1726549319625342; Min. 0.0; StDev 0.17092874218393472; Max. 1.0; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:QADLGhdGxgk68D2EMI1MFw==

f6297541 Location:

Summary Statistics: Valid 169.0; Max. 1.0; Mean 0.87669912051167; Min. 0.4444444179534912; StDev 0.11862074228483495

Variable Format: numeric

Notes: UNF:6:w+tkakT6UNIEUExjHxS/ww==

f6297541 Location:

Summary Statistics: Max. 1.0; Min. 0.0; StDev 0.1888063051567495; Valid 168.0; Mean 0.17991329689643215;

Variable Format: numeric

Notes: UNF:6:NHVKmD2xxX8qYkALOz/Hag==

f6297541 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 168.0; StDev 0.14329962973237667; Mean 0.09616975828317838;

Variable Format: numeric

Notes: UNF:6:s5QKtoXfGKTSYfzq92gqpA==

f6297541 Location:

Summary Statistics: Max. 1.0; StDev 0.1281486080825034; Mean 0.07973941263654045; Min. 0.0; Valid 168.0

Variable Format: numeric

Notes: UNF:6:b7NX5cvRzs0BrdqFj1wgaQ==

f6297541 Location:

Summary Statistics: Max. 6.083333373069763; Min. 4.25; StDev 0.3044984188679414; Valid 169.0; Mean 5.732685004624052

Variable Format: numeric

Notes: UNF:6:U7DONIojuDSlT6TSB8oGaw==

f6297541 Location:

Summary Statistics: Valid 169.0; Mean 3.475262658679044; Max. 4.774038461538462; Min. 2.444444457689921; StDev 0.43194264216743833;

Variable Format: numeric

Notes: UNF:6:3gLLrgNUaNMvhV9ja1s88w==

f6297541 Location:

Summary Statistics: Mean 0.2769975102748783; Max. 1.0; StDev 0.16158617649529614; Min. 0.0; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:QOd8elC87mj7q6SOR+xBlQ==

f6297541 Location:

Summary Statistics: Mean 4.986104666128666; Max. 5.5; StDev 0.06811797781742514; Min. 4.652777671813965; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:UNvl/t3KPBJeZphWPGpFqA==

f6297541 Location:

Summary Statistics: Max. 0.9568151147098516; StDev 0.263009678713378; Mean 0.4961521255376987; Min. 0.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:qkweOf6r+MsDTiEJcY8WPQ==

f6297541 Location:

Summary Statistics: Min. 0.5; Max. 4.904545454545454; Valid 169.0; StDev 0.9531257364879414; Mean 3.246874258798933

Variable Format: numeric

Notes: UNF:6:tNNs0u8jV6kbLtpNrUp0mg==

f6297541 Location:

Summary Statistics: Mean 0.007992268539965153; StDev 0.027138450231025072; Valid 169.0; Min. 0.0; Max. 0.2361111044883728

Variable Format: numeric

Notes: UNF:6:htxNXTEMd8WM4RMsDDD/Mw==

f6297541 Location:

Summary Statistics: Max. 0.25; Mean 0.014075247135520337; Valid 169.0; Min. 0.0; StDev 0.04011591258616006

Variable Format: numeric

Notes: UNF:6:7VUFCzm/AkxGiqP9aF4bbA==

f6297541 Location:

Summary Statistics: Max. 0.2678571343421936; Min. 0.0; Mean 0.010909788128671912; Valid 169.0; StDev 0.03250143642174189

Variable Format: numeric

Notes: UNF:6:D4YmfnONOh6ZNou2DffIKA==

f6297541 Location:

Summary Statistics: Max. 0.3541666567325592; Mean 0.0467163229763464; StDev 0.06818706741321945; Min. 0.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:PydqF+qoh9TAT+vI7UFWJA==

f6297541 Location:

Summary Statistics: Valid 169.0; Min. 0.0; Mean 0.3511814287913271; Max. 0.9460227489471436; StDev 0.24086051406206924;

Variable Format: numeric

Notes: UNF:6:hXS4cHpFWXLY1jQTg+rjow==

f6297541 Location:

Summary Statistics: StDev 0.23368153218017423; Min. 0.0; Max. 1.0; Valid 169.0; Mean 0.4054322215182895

Variable Format: numeric

Notes: UNF:6:ZR/GSgRzVGRS4Ef1J+YDsQ==

f6297541 Location:

Summary Statistics: Min. 0.0; Mean 0.02250458486378193; StDev 0.04624662196946965; Valid 169.0; Max. 0.25

Variable Format: numeric

Notes: UNF:6:JxFP8bb/Is9W3Mdk5NRTQA==

f6297541 Location:

Summary Statistics: Valid 169.0; StDev 0.07398796760419621; Mean 0.030078616257779005; Min. 0.0; Max. 0.5138888955116272;

Variable Format: numeric

Notes: UNF:6:O7VfqIcfX5BepYNjE9yYJg==

f6297541 Location:

Summary Statistics: Valid 169.0; Max. 0.3333333432674408; Min. 0.0; Mean 0.024452322584262796; StDev 0.04589953013807141;

Variable Format: numeric

Notes: UNF:6:9FUupVXwkgjWPLIRycshIg==

f6297541 Location:

Summary Statistics: Min. 0.0; Valid 169.0; StDev 0.26562126449717877; Mean 0.5408484978065999; Max. 1.0

Variable Format: numeric

Notes: UNF:6:8k7w/PXcEIcQHhhiX8ZMyQ==

f6297541 Location:

Summary Statistics: Valid 166.0; Min. 2.142857142857143; StDev 0.9829757600868181; Max. 7.0; Mean 4.902483250388038

Variable Format: numeric

Notes: UNF:6:v3ErFE9Ns06mcvHvS8IXLw==

f6297541 Location:

Summary Statistics: Min. 2.0; Max. 5.933888912200928; Mean 4.27611459641767; Valid 169.0; StDev 0.6648978331013785;

Variable Format: numeric

Notes: UNF:6:zjl2uzSmtyJ0Ig8U0RwtDg==

f6297541 Location:

Summary Statistics: StDev 0.8739605072591892; Mean 8.387132213826765; Min. 5.0; Max. 9.666666984558105; Valid 114.0

Variable Format: numeric

Notes: UNF:6:Ea6hGnj4naNiljJOB4IdIA==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: Max. 6.25; Mean 4.524400943285459; Min. 2.625; StDev 0.8355248534950823; Valid 154.0

Variable Format: numeric

Notes: UNF:6:QM8Gns+YYCQT4EQjbcLczA==

f6297541 Location:

Summary Statistics: Valid 154.0; Min. 3.0; Max. 9.333333015441895; Mean 7.215097641015982; StDev 1.028094461612628;

Variable Format: numeric

Notes: UNF:6:b5AyL88o9KXz3/IeILYpZw==

f6297541 Location:

Summary Statistics: StDev 1.084923818895203; Valid 154.0; Min. 3.25; Mean 7.558259539789967; Max. 9.909090995788574;

Variable Format: numeric

Notes: UNF:6:lDC0eKM25TH37GV8/zSKDw==

f6297541 Location:

Summary Statistics: Mean 8.489886829257012; Valid 160.0; Min. 4.6666669845581055; StDev 1.1725361216124937; Max. 10.0;

Variable Format: numeric

Notes: UNF:6:UUH+iT0VycxkXGaX863JAQ==

f6297541 Location:

Summary Statistics: Max. 8.5; Min. 1.0; StDev 0.9933135692933825; Valid 160.0; Mean 5.279694253206254

Variable Format: numeric

Notes: UNF:6:WE8LMhlR/0FXB2Qsc84qXw==

f6297541 Location:

Summary Statistics: Mean 2.686434917151928; StDev 1.095659173438919; Valid 160.0; Max. 6.3333330154418945; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:TgdDwO2AvXm+5Bn2V3CaSg==

f6297541 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297541 Location:

Summary Statistics: Min. 1.0; StDev 1.011746925809811; Valid 165.0; Mean 3.035291548931235; Max. 5.0

Variable Format: numeric

Notes: UNF:6:2FviVvLq16mI90JdaW7kAA==

f6297541 Location:

Summary Statistics: Max. 5.0; Valid 165.0; Min. 1.0; StDev 1.011746928199409; Mean 2.964708448178841

Variable Format: numeric

Notes: UNF:6:2G7CiyKj/HA+/63YhxV5mQ==

f6297541 Location:

Summary Statistics: Max. 4.849999904632568; Valid 57.0; StDev 0.8373647604373274; Mean 3.437638132195724; Min. 1.5;

Variable Format: numeric

Notes: UNF:6:/JWnTl10KudT/8rzgpqx/A==

f6297541 Location:

Summary Statistics: Mean 2.654618501663208; StDev 0.981768378138949; Min. 1.0; Valid 57.0; Max. 4.75

Variable Format: numeric

Notes: UNF:6:GTraHdRjYLRoraqFFHqiIQ==

f6297541 Location:

Summary Statistics: Min. 1.25; Max. 5.0; Valid 57.0; Mean 3.345381500428184; StDev 0.9817683868409305

Variable Format: numeric

Notes: UNF:6:/1zgOrTEiogLoIo0Jk0CDA==

f6297541 Location:

Summary Statistics: StDev 0.7357024864869812; Valid 87.0; Min. 1.899999976158142; Mean 3.774160630401523; Max. 4.849999904632568;

Variable Format: numeric

Notes: UNF:6:zre4kkMgsXY2RF+4o3+/BQ==

f6297541 Location:

Summary Statistics: Max. 4.967741966247559; Valid 57.0; Min. 1.0; Mean 3.2317947462985384; StDev 1.1621344020945783;

Variable Format: numeric

Notes: UNF:6:/OmYBVaKjHMBJ6zTyVgQ/w==

f6297541 Location:

Summary Statistics: StDev 0.9450895386577951; Min. 1.0714285373687744; Valid 57.0; Mean 3.283942923211215; Max. 4.55555534362793

Variable Format: numeric

Notes: UNF:6:nsRA3fHUXd5win5rrh4HSA==

f6297541 Location:

Summary Statistics: Mean 2.716057074697394; Valid 57.0; StDev 0.9450895488004408; Max. 4.928571701049805; Min. 1.4444444179534912

Variable Format: numeric

Notes: UNF:6:D+zbh3ykWCSIiYSj7OPpng==

f6297541 Location:

Summary Statistics: Mean 3.586868171106305; Max. 4.599999904632568; StDev 0.7703182894745703; Valid 57.0; Min. 1.7894736528396606;

Variable Format: numeric

Notes: UNF:6:U01RAPuImjENL37hsIRaDg==

f6297541 Location:

Summary Statistics: Min. 1.399999976158142; Max. 4.210526466369629; StDev 0.7703182666210114; Mean 2.4131318456248234; Valid 57.0;

Variable Format: numeric

Notes: UNF:6:LzNoeSTE8Kx9Mjh7jtE3wg==

f6297541 Location:

Summary Statistics: StDev 0.7285074961187734; Max. 4.0; Mean 2.7761259973049164; Valid 40.0; Min. 1.5;

Variable Format: numeric

Notes: UNF:6:ELWMvZ0YzrHU00XMV1RD4g==

f6297541 Location:

Summary Statistics: Mean 3.559663121516888; Valid 39.0; StDev 0.860656706343881; Max. 4.666666507720947; Min. 1.8571428060531616;

Variable Format: numeric

Notes: UNF:6:kB5kdrEWva/EyVJ4GJCzhQ==

f6297541 Location:

Summary Statistics: Min. 1.4444444179534912; Valid 41.0; Max. 4.400000095367432; Mean 3.2502062029954866; StDev 0.6946144926371561;

Variable Format: numeric

Notes: UNF:6:2cJZ0Cl7gUSYKZEJ2sKgYg==

f6297541 Location:

Summary Statistics: Valid 41.0; Min. 1.3333333730697632; StDev 0.7284235824262733; Mean 3.0667758714861986; Max. 4.294117450714111;

Variable Format: numeric

Notes: UNF:6:uLLGzHqLvUzQ0tVNKqw58Q==

f6297541 Location:

Summary Statistics: Max. 4.5; StDev 0.6876367290182236; Min. 1.125; Mean 2.708074864887056; Valid 126.0

Variable Format: numeric

Notes: UNF:6:n5E1gTt6HK7ae+y64bhYKQ==

f6297541 Location:

Summary Statistics: StDev 0.6876367256267353; Valid 126.0; Mean 3.291925130382417; Min. 1.5; Max. 4.875

Variable Format: numeric

Notes: UNF:6:glIdWrtlpZrVuuHvswXUWA==

f6297541 Location:

Summary Statistics: Mean 3.022614336013794; StDev 0.7606677730365815; Min. 1.0; Max. 4.666666507720947; Valid 95.0;

Variable Format: numeric

Notes: UNF:6:hQV6jjW4mJoBgdQHO5ptfw==

f6297541 Location:

Summary Statistics: StDev 0.7606677705179443; Mean 2.977385660221702; Valid 95.0; Min. 1.3333333730697632; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:+7D24Z3x/bXgWGap8JsLoQ==

f6297541 Location:

Summary Statistics: StDev 0.8103065260594586; Max. 4.581818580627441; Valid 95.0; Min. 1.0; Mean 3.1574436990838297

Variable Format: numeric

Notes: UNF:6:xb53J1OB393UUKSP51J4Ag==

f6297541 Location:

Summary Statistics: Mean 2.771414650113959; StDev 0.823563043416903; Min. 1.0; Valid 95.0; Max. 4.875

Variable Format: numeric

Notes: UNF:6:hr42oowvb4yQRBtdUS1BUA==

f6297541 Location:

Summary Statistics: Max. 5.0; Min. 1.125; StDev 0.8235630310322494; Valid 95.0; Mean 3.2285853411021983;

Variable Format: numeric

Notes: UNF:6:pJl4OSDLPBXkhUXCxhgvbA==

f6297541 Location:

Summary Statistics: Min. 1.0; Valid 95.0; StDev 0.6216406828360622; Max. 4.5714287757873535; Mean 3.4205153540561075

Variable Format: numeric

Notes: UNF:6:8s6mpl6uynnTheu9pmj5Xg==

f6297541 Location:

Summary Statistics: Mean 1.9985568815089287; Max. 4.0; Min. 1.0; Valid 94.0; StDev 0.6547992476233166

Variable Format: numeric

Notes: UNF:6:HD+qJ95wqdYbvMTaoy3MPQ==

f6297541 Location:

Summary Statistics: Valid 94.0; Min. 2.0; Mean 4.0014431172228875; StDev 0.6547992489503605; Max. 5.0

Variable Format: numeric

Notes: UNF:6:SxnZ8FCHWrR2Qzgp0LM+pw==

f6297541 Location:

Summary Statistics: Valid 95.0; StDev 0.8205034622045089; Max. 5.0; Mean 3.10514758135143; Min. 1.0

Variable Format: numeric

Notes: UNF:6:AEFP/VJQI6nqHLoxEXg2Ew==

f6297541 Location:

Summary Statistics: Mean 2.7284220908817485; Valid 95.0; StDev 0.7631129165355292; Min. 1.0; Max. 4.5

Variable Format: numeric

Notes: UNF:6:4ury7gjOV2UGdc7GNYSthg==

f6297541 Location:

Summary Statistics: Valid 95.0; Min. 1.5; StDev 0.7225440798273082; Max. 5.0; Mean 3.396323826438502

Variable Format: numeric

Notes: UNF:6:iCiglA0o6QWCAKLEy1WVdA==

f6297541 Location:

Summary Statistics: StDev 0.7225440668055718; Max. 4.5; Mean 2.6036761823453403; Min. 1.0; Valid 95.0

Variable Format: numeric

Notes: UNF:6:aY191YwuxjsYObKqWyGVNA==

f6297541 Location:

Summary Statistics: Mean 3.495309935118023; StDev 0.667131257554401; Max. 5.0; Valid 95.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:AaoTlPqd4Yp87G5ZUx2SJw==

f6297541 Location:

Summary Statistics: Mean 2.5046900636271427; Min. 1.0; StDev 0.6671312595944217; Max. 5.0; Valid 95.0

Variable Format: numeric

Notes: UNF:6:7e3US6NSyEynkclQJ74Odg==

f6297545 Location:

Variable Format: character

Notes: UNF:6:0uSzZoKX6R90QTQ30k+yhA==

f6297545 Location:

Variable Format: character

Notes: UNF:6:OJneLOngpFfy4gx5QMOuyQ==

f6297545 Location:

Variable Format: character

Notes: UNF:6:xXNjyMHi3bHNF+XIn1raWw==

f6297545 Location:

Variable Format: character

Notes: UNF:6:0U/UgugGnJPqTOOgvmt1PQ==

f6297545 Location:

Variable Format: character

Notes: UNF:6:RUE9v5IARH62FDGuddlFkg==

f6297545 Location:

Variable Format: character

Notes: UNF:6:zJTQkkmwJp/W01LJuHH9cA==

f6297545 Location:

Variable Format: character

Notes: UNF:6:70VJ2U/Nu5qk0QeXJEfdVw==

f6297545 Location:

Variable Format: character

Notes: UNF:6:dP7w0NiCNdLxLWeXt2JHsg==

f6297545 Location:

Variable Format: character

Notes: UNF:6:QmL8YiGMjKeQfJllyT0KQw==

f6297545 Location:

Variable Format: character

Notes: UNF:6:BYWqyiu/26oRpbWJQF3Cfw==

f6297545 Location:

Variable Format: character

Notes: UNF:6:+NxGPvCGgfXFiuLq0+y43g==

f6297545 Location:

Variable Format: character

Notes: UNF:6:bf9SCcZWYR01JJhCpLtrhw==

f6297545 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297545 Location:

Summary Statistics: StDev 2.099926872829465; Mean 3.4082840236686365; Max. 7.0; Valid 169.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:EDA4OsnOhg80hu+/x7s1Rw==

f6297545 Location:

Summary Statistics: Valid 169.0; Mean 3.337278106508876; StDev 1.8286332847385025; Max. 7.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:AygLFxSJJN1iPF5ZSLANaA==

f6297545 Location:

Summary Statistics: Mean 18481.772455089806; Min. 788.0; Max. 94278.0; StDev 18995.34066226827; Valid 167.0

Variable Format: numeric

Notes: UNF:6:Hdw+PMmlZEDClqWYzoCKeQ==

f6297545 Location:

Variable Format: character

Notes: UNF:6:rPb02a4RNfhM0LDCIothow==

f6297545 Location:

Variable Format: character

Notes: UNF:6:KqOdEe6JpjHgdvjESMMi2A==

f6297545 Location:

Summary Statistics: Max. 1.0; Valid 169.0; Min. 0.0; Mean 0.2071005917159758; StDev 0.4064324995935211;

Variable Format: numeric

Notes: UNF:6:WOJB8OmU2nKWKCpqQFppqQ==

f6297545 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297545 Location:

Summary Statistics: Max. 91.0; Mean 54.369863013698655; Valid 146.0; Min. 16.0; StDev 17.300194815977086;

Variable Format: numeric

Notes: UNF:6:diYCbO5QA2/wJBU7BJFSsA==

f6297545 Location:

Summary Statistics: Max. 86.0; StDev 15.058110412937863; Valid 169.0; Mean 54.66863905325443; Min. 22.0

Variable Format: numeric

Notes: UNF:6:LKZOh6KAoYne9S7x8521iA==

f6297545 Location:

Variable Format: character

Notes: UNF:6:AcGLg3yMioxiz3JddwzAuQ==

f6297545 Location:

Summary Statistics: StDev 2.210036916597708; Min. 1.0; Valid 169.0; Mean 6.195266272189354; Max. 10.0

Variable Format: numeric

Notes: UNF:6:HJ5K+uZ8eqHGNly+yfKrZw==

f6297545 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297545 Location:

Summary Statistics: Min. 1.0; Mean 3.0059171597633134; Valid 169.0; Max. 5.0; StDev 0.8201120816266385

Variable Format: numeric

Notes: UNF:6:MjFP+p1fJTuux4qr7JBSlg==

f6297545 Location:

Summary Statistics: Mean 3.011834319526627; Valid 169.0; StDev 0.8236689528051678; Max. 5.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:jTzxTWdtKYa0Si3s38z5Cw==

f6297545 Location:

Summary Statistics: Min. 1.0; Max. 5.0; Mean 3.088757396449706; StDev 0.9748890017808083; Valid 169.0

Variable Format: numeric

Notes: UNF:6:m7m05T1Q9Z496qkd5IS9rQ==

f6297545 Location:

Summary Statistics: Min. 1.0; Mean 2.9408284023668654; Valid 169.0; Max. 5.0; StDev 0.9801854902920072;

Variable Format: numeric

Notes: UNF:6:KAM2m5KY6lFU2E03ICVxyQ==

f6297545 Location:

Summary Statistics: StDev 0.9041091504209511; Max. 5.0; Valid 169.0; Min. 1.0; Mean 2.5739644970414184

Variable Format: numeric

Notes: UNF:6:OqpYE4Gp9je9Rjqqd3NSvw==

f6297545 Location:

Summary Statistics: Max. 5.0; Valid 169.0; StDev 0.911133045343693; Mean 3.431952662721895; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:Wgrle19//Z+FyHOKgF23Dg==

f6297545 Location:

Summary Statistics: Min. 13.0; Valid 169.0; StDev 19.09315044495744; Max. 93.0; Mean 56.47337278106507

Variable Format: numeric

Notes: UNF:6:VosgWTwYT17/eqZEdoEBdw==

f6297545 Location:

Summary Statistics: Valid 169.0; StDev 20.151853772837526; Mean 52.213017751479285; Max. 92.0; Min. 12.0

Variable Format: numeric

Notes: UNF:6:A6LcxL/tC+Qc9u43EGdbxA==

f6297545 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297545 Location:

Summary Statistics: StDev 0.8773792271622615; Max. 5.0; Min. 1.0; Mean 3.4260355029585816; Valid 169.0

Variable Format: numeric

Notes: UNF:6:ug4cM9U9xUvRj7D0/E/h3A==

f6297545 Location:

Summary Statistics: StDev 0.7402508085167623; Mean 3.7455621301775133; Max. 5.0; Min. 2.0; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:A5yYz6U4DTjIz+ezXvSgQw==

f6297545 Location:

Summary Statistics: Min. 1.0; StDev 1.0796342116636755; Valid 169.0; Mean 3.4497041420118335; Max. 5.0

Variable Format: numeric

Notes: UNF:6:9Z7Ytqkuz/YE+OpMGz04UA==

f6297545 Location:

Summary Statistics: Mean 3.674556213017751; Min. 2.0; StDev 0.9420740534156054; Valid 169.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:Vft1MbwVdKWbSL2bGCZs4A==

f6297545 Location:

Summary Statistics: StDev 19.279239283304555; Valid 169.0; Mean 66.62130177514794; Min. 18.0; Max. 97.0;

Variable Format: numeric

Notes: UNF:6:1+03vo19hFuFswpJiloJuw==

f6297545 Location:

Summary Statistics: Min. 18.0; Max. 97.0; StDev 20.166718479588983; Mean 64.26627218934908; Valid 169.0

Variable Format: numeric

Notes: UNF:6:CX3blE6MfK+vYYe8kqRj1w==

f6297545 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297545 Location:

Summary Statistics: StDev 0.8331398095846297; Min. 1.0; Mean 2.8554216867469893; Max. 5.0; Valid 166.0

Variable Format: numeric

Notes: UNF:6:ky6QWzxVUAxHwBu/TmM7fA==

f6297545 Location:

Summary Statistics: StDev 0.8522032952124388; Min. 1.0; Max. 5.0; Mean 3.1927710843373487; Valid 166.0;

Variable Format: numeric

Notes: UNF:6:cO2nDI2dnTA4O+1O3hegDg==

f6297545 Location:

Summary Statistics: Max. 4.0; StDev 0.8450832822419293; Mean 2.7650602409638556; Min. 1.0; Valid 166.0

Variable Format: numeric

Notes: UNF:6:hOmpRssgIVUdRlKRjYi+kg==

f6297545 Location:

Summary Statistics: Max. 5.0; StDev 0.8341252170343431; Valid 166.0; Mean 3.2710843373493965; Min. 2.0;

Variable Format: numeric

Notes: UNF:6:hD//W18MPiexliBBac4bjA==

f6297545 Location:

Summary Statistics: Min. 1.0; StDev 0.7517444781832733; Max. 5.0; Mean 3.125; Valid 168.0

Variable Format: numeric

Notes: UNF:6:ACWeF5+2NejpItb+8C6hvg==

f6297545 Location:

Summary Statistics: StDev 16.53371432506884; Min. 17.0; Max. 91.0; Mean 57.44578313253014; Valid 166.0;

Variable Format: numeric

Notes: UNF:6:86yRSFWYSOLGeDc/OLnsZA==

f6297545 Location:

Summary Statistics: Min. 11.0; StDev 13.747798819687018; Max. 85.0; Valid 169.0; Mean 53.78698224852068

Variable Format: numeric

Notes: UNF:6:wvia6kGZidB3bEDsPjyXCw==

f6297545 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297545 Location:

Summary Statistics: Min. 1.0; Mean 3.177514792899408; Max. 5.0; Valid 169.0; StDev 1.0370360586702132

Variable Format: numeric

Notes: UNF:6:LCgSZgpxwXH2/DWYnh0Yzw==

f6297545 Location:

Summary Statistics: Mean 2.852071005917159; Min. 1.0; Valid 169.0; StDev 1.0330888011776278; Max. 5.0

Variable Format: numeric

Notes: UNF:6:MUSePqvl/y8vToURWTqp6g==

f6297545 Location:

Summary Statistics: Min. 1.0; StDev 0.9940297973880048; Valid 169.0; Max. 5.0; Mean 2.923076923076925;

Variable Format: numeric

Notes: UNF:6:QCdDyq/sx1c0OeCYmicInA==

f6297545 Location:

Summary Statistics: Max. 5.0; StDev 0.9942777955592609; Min. 1.0; Mean 3.1065088757396464; Valid 169.0

Variable Format: numeric

Notes: UNF:6:sYCMQ6Cww+SvQcrUOd0Mgg==

f6297545 Location:

Summary Statistics: Min. 1.0; StDev 0.948192665662988; Max. 5.0; Valid 167.0; Mean 2.8143712574850315;

Variable Format: numeric

Notes: UNF:6:IN6J3iFW/kIJIEe+6IwaCg==

f6297545 Location:

Summary Statistics: Min. 1.0; Mean 3.233532934131736; Valid 167.0; StDev 0.950244786373118; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:g0T7fSpMAHPswR4QzTL6pA==

f6297545 Location:

Summary Statistics: Min. 5.0; Valid 167.0; Mean 55.43113772455093; Max. 98.0; StDev 20.921966044222902;

Variable Format: numeric

Notes: UNF:6:0roqH7XBJ9c5lOHeaBZW4g==

f6297545 Location:

Summary Statistics: StDev 20.1522033276129; Mean 50.644970414201154; Min. 11.0; Max. 96.0; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:dDdkdfPT91vUZm3GxwS8lA==

f6297545 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297545 Location:

Summary Statistics: Mean 2.50887573964497; StDev 1.1239722458617285; Valid 169.0; Min. 1.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:67EDc7mILbN14cW6Sw+wkw==

f6297545 Location:

Summary Statistics: Max. 5.0; Mean 3.5147928994082838; StDev 1.1186008952286883; Valid 169.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:TjKTMSLv/0IDxe3zjhvx6g==

f6297545 Location:

Summary Statistics: Min. 2.0; StDev 0.6722260451172734; Max. 5.0; Mean 3.455621301775149; Valid 169.0

Variable Format: numeric

Notes: UNF:6:/cly0EjBOcU5DBngHJmQvQ==

f6297545 Location:

Summary Statistics: Min. 2.0; Valid 169.0; Mean 3.3491124260355023; StDev 0.6917987547307781; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:EjwKQXwZud+CKzXXTKSuzw==

f6297545 Location:

Summary Statistics: Mean 3.224852071005917; Max. 5.0; Valid 169.0; Min. 1.0; StDev 0.828996888463396

Variable Format: numeric

Notes: UNF:6:Gv4JYYZO4IY2VqN3NI/cAA==

f6297545 Location:

Summary Statistics: Mean 2.8106508875739653; Min. 1.0; Max. 5.0; StDev 0.8449458576707998; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:ThkWM/CEquBV146WuycFPQ==

f6297545 Location:

Summary Statistics: Min. 1.0; Mean 2.680473372781065; Valid 169.0; Max. 5.0; StDev 1.019878500379712

Variable Format: numeric

Notes: UNF:6:SqC0z7Y2y7mUWh2qbY7cYw==

f6297545 Location:

Summary Statistics: StDev 1.012113167009796; Valid 169.0; Min. 1.0; Max. 5.0; Mean 3.343195266272189

Variable Format: numeric

Notes: UNF:6:HiTaBun3ffRgfXwuF94Vyw==

f6297545 Location:

Summary Statistics: StDev 15.694255183623838; Valid 167.0; Min. 20.0; Mean 59.94011976047901; Max. 92.0

Variable Format: numeric

Notes: UNF:6:4EK6iIrMMMSA8eOvBkvKZg==

f6297545 Location:

Summary Statistics: Max. 91.0; Min. 18.0; Valid 169.0; StDev 16.164515489277722; Mean 56.6390532544379

Variable Format: numeric

Notes: UNF:6:UctkZFvNhPB/4N6k2d8BLg==

f6297545 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297545 Location:

Summary Statistics: Valid 169.0; Mean 2.7751479289940835; StDev 0.7847338846089319; Max. 5.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:gxQvqmeZIyxjLoQdtHJONA==

f6297545 Location:

Summary Statistics: StDev 0.9449111825230675; Valid 169.0; Max. 5.0; Mean 3.3076923076923084; Min. 2.0

Variable Format: numeric

Notes: UNF:6:LPsJVQWVswTVyr182HXMew==

f6297545 Location:

Summary Statistics: Mean 2.710059171597632; StDev 0.9411014930853131; Min. 1.0; Max. 4.0; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:/SRmrgFRZ5gfd76zd3A4Fg==

f6297545 Location:

Summary Statistics: StDev 0.792949347203341; Mean 2.8816568047337268; Min. 1.0; Max. 5.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:353f+V7NnCZbAdOkCY918Q==

f6297545 Location:

Summary Statistics: StDev 0.7266609020014803; Valid 169.0; Max. 4.0; Min. 1.0; Mean 2.958579881656806;

Variable Format: numeric

Notes: UNF:6:0bk6D5zOhcPgbH1XOSX8PA==

f6297545 Location:

Summary Statistics: Mean 3.355029585798816; Max. 5.0; StDev 0.7100395061614141; Min. 1.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:Xfrp4LJntuHgQb3vpNrOWA==

f6297545 Location:

Summary Statistics: Valid 169.0; Mean 50.54437869822486; Max. 78.0; StDev 13.02513987671975; Min. 13.0

Variable Format: numeric

Notes: UNF:6:QWdzWnApF5P771nIHS/tpA==

f6297545 Location:

Summary Statistics: Min. 13.0; Valid 169.0; Max. 72.0; StDev 12.666382113337727; Mean 47.775147928994066;

Variable Format: numeric

Notes: UNF:6:kwWACpOOfL16wj+7enATbQ==

f6297545 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297545 Location:

Summary Statistics: Valid 169.0; Max. 4.0; Min. 1.0; Mean 2.674556213017751; StDev 0.8490211160225888

Variable Format: numeric

Notes: UNF:6:YY2CxyajsOIBG3be4/FXQA==

f6297545 Location:

Summary Statistics: Max. 4.0; Valid 168.0; Min. 1.0; Mean 2.4107142857142865; StDev 0.7035441258657514;

Variable Format: numeric

Notes: UNF:6:LOLdh3LLqvQKFvHSLaHacw==

f6297545 Location:

Summary Statistics: Max. 4.0; Valid 168.0; Min. 1.0; Mean 2.130952380952382; StDev 0.6883071641424833

Variable Format: numeric

Notes: UNF:6:KAXsp/cCb/3eGh71nPmYUA==

f6297545 Location:

Summary Statistics: Max. 5.0; Mean 3.195266272189348; Min. 1.0; Valid 169.0; StDev 0.8541084638163985

Variable Format: numeric

Notes: UNF:6:r86v8U18BUUxlbwOQp39/g==

f6297545 Location:

Summary Statistics: Max. 5.0; StDev 0.8522507617753969; Mean 2.828402366863905; Valid 169.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:lpWHyi8ARuhsPF7W3iFamg==

f6297545 Location:

Summary Statistics: Max. 5.0; Mean 3.6094674556213024; Valid 169.0; StDev 0.8871599015390876; Min. 1.0

Variable Format: numeric

Notes: UNF:6:tLV9gMSjH450CkbkUakm2A==

f6297545 Location:

Summary Statistics: Min. 1.0; Valid 169.0; StDev 0.8917533329135748; Mean 2.4378698224852084; Max. 5.0

Variable Format: numeric

Notes: UNF:6:x8/S87KxiUYDKj2Aco+xRw==

f6297545 Location:

Summary Statistics: Max. 89.0; StDev 16.591538686142602; Valid 168.0; Mean 40.38095238095236; Min. 0.0

Variable Format: numeric

Notes: UNF:6:NLtmstWS0gyhvpGaG6BHzQ==

f6297545 Location:

Summary Statistics: Min. 4.0; Max. 75.0; StDev 16.130879365052753; Mean 36.905325443786985; Valid 169.0

Variable Format: numeric

Notes: UNF:6:NCFzR0LDDvkdAu4c1UVnQw==

f6297545 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297545 Location:

Summary Statistics: Max. 5.0; Valid 169.0; Mean 2.4142011834319503; Min. 1.0; StDev 1.0437053872979578

Variable Format: numeric

Notes: UNF:6:/QuiybRgeGn/5QbQ7f7aaA==

f6297545 Location:

Summary Statistics: Min. 1.0; StDev 1.0606103603269192; Max. 5.0; Mean 3.639053254437871; Valid 169.0

Variable Format: numeric

Notes: UNF:6:6J5u1j4OnUhk0JFEqlht2g==

f6297545 Location:

Summary Statistics: Valid 169.0; Max. 5.0; StDev 1.1199225610228953; Min. 1.0; Mean 2.958579881656806;

Variable Format: numeric

Notes: UNF:6:X+Gp61vCtv4ekAECNeIN0Q==

f6297545 Location:

Summary Statistics: StDev 1.119419253290708; Valid 169.0; Max. 5.0; Min. 1.0; Mean 3.0532544378698208

Variable Format: numeric

Notes: UNF:6:+0PgG6J+pnkY156xpsROHQ==

f6297545 Location:

Summary Statistics: Max. 5.0; StDev 0.6573382291318248; Valid 169.0; Mean 3.8579881656804726; Min. 2.0;

Variable Format: numeric

Notes: UNF:6:nk8CFcdgADMeU+9u71mQYg==

f6297545 Location:

Summary Statistics: Max. 5.0; Mean 3.680473372781065; Valid 169.0; StDev 0.8407251763825315; Min. 1.0

Variable Format: numeric

Notes: UNF:6:l5OiTEgqGIMeKlI4HS2iPA==

f6297545 Location:

Summary Statistics: StDev 1.0423884509757042; Max. 5.0; Valid 169.0; Min. 1.0; Mean 2.739644970414201

Variable Format: numeric

Notes: UNF:6:rOjMBqvRdX/N5RtPAQbtaA==

f6297545 Location:

Summary Statistics: Valid 169.0; StDev 0.8930952063576697; Max. 5.0; Min. 1.0; Mean 3.153846153846154

Variable Format: numeric

Notes: UNF:6:ISnmLrLzlmF/LgzqGwBYrg==

f6297545 Location:

Summary Statistics: Valid 169.0; Mean 3.201183431952662; StDev 1.1679238888729244; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:B/sVUsd4ebo+yyvSm3quoA==

f6297545 Location:

Summary Statistics: Mean 1.455621301775148; Valid 169.0; Min. 1.0; StDev 0.6168138165649645; Max. 5.0

Variable Format: numeric

Notes: UNF:6:Ov4ALa82ILJ3oEboRBD9FQ==

f6297545 Location:

Summary Statistics: StDev 15.17499129044152; Max. 95.0; Min. 14.0; Valid 169.0; Mean 54.674556213017794

Variable Format: numeric

Notes: UNF:6:6KS+pQ7Ug4E2ssw6FuZPbA==

f6297545 Location:

Summary Statistics: Valid 169.0; Mean 52.52071005917158; Min. 21.0; Max. 91.0; StDev 14.380910278740902;

Variable Format: numeric

Notes: UNF:6:duT1EvY4OqJAB/7uq2QczA==

f6297545 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297545 Location:

Summary Statistics: StDev 0.9282807555402407; Mean 3.690476190476191; Min. 2.0; Max. 5.0; Valid 168.0

Variable Format: numeric

Notes: UNF:6:VQLUVQ1eNGxSor7jhYAHOw==

f6297545 Location:

Summary Statistics: StDev 0.8783421459380609; Min. 1.0; Mean 3.698224852071005; Max. 5.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:VpiANWlLCZIe0/ldC5TLvw==

f6297545 Location:

Summary Statistics: Min. 1.0; Max. 5.0; Mean 3.60355029585799; Valid 169.0; StDev 1.0013023359560203

Variable Format: numeric

Notes: UNF:6:d07GloIedyelm5MzVTS5kA==

f6297545 Location:

Summary Statistics: Valid 169.0; Mean 2.2366863905325425; Min. 1.0; StDev 0.9275304653535211; Max. 5.0

Variable Format: numeric

Notes: UNF:6:O9PyrEAgK+vM5BCPLcX21g==

f6297545 Location:

Summary Statistics: Min. 1.0; Max. 5.0; StDev 0.9268846981856103; Valid 169.0; Mean 3.7869822485207116;

Variable Format: numeric

Notes: UNF:6:xOJrUiSQUmqUq/u4PEKgGQ==

f6297545 Location:

Summary Statistics: Mean 2.301775147928995; Valid 169.0; StDev 0.9562123551744253; Max. 5.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:2iKVhgoHfE+yXIXbP66njw==

f6297545 Location:

Summary Statistics: Max. 5.0; Min. 1.0; StDev 0.9509675338796258; Mean 3.721893491124259; Valid 169.0

Variable Format: numeric

Notes: UNF:6:ntRdaAa6Xho/cFxrhSX7Bg==

f6297545 Location:

Summary Statistics: Min. 21.0; StDev 19.568914849736032; Mean 69.35928143712577; Valid 167.0; Max. 98.0;

Variable Format: numeric

Notes: UNF:6:Feh6vC821aXEN0ELmCZDNA==

f6297545 Location:

Summary Statistics: Mean 66.96449704142009; Max. 98.0; Valid 169.0; Min. 25.0; StDev 18.783824567178186

Variable Format: numeric

Notes: UNF:6:d9XW0Qs3uY9X+vcqc2KIdQ==

f6297545 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297545 Location:

Summary Statistics: StDev 1.0578504710249077; Max. 5.0; Valid 169.0; Min. 1.0; Mean 3.0;

Variable Format: numeric

Notes: UNF:6:OdzsQjdFticd8lG7Y9i9jA==

f6297545 Location:

Summary Statistics: StDev 1.0575840770466152; Valid 169.0; Mean 3.0236686390532537; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:ihtYK0p2AE3ydFymRsOXHw==

f6297545 Location:

Summary Statistics: Max. 4.0; Min. 1.0; StDev 0.8098262408899358; Valid 169.0; Mean 2.5207100591715967;

Variable Format: numeric

Notes: UNF:6:RKRIl5owbxIxJ9SnxYwXkA==

f6297545 Location:

Summary Statistics: Valid 169.0; StDev 0.8315845273621979; Mean 3.5207100591715967; Max. 5.0; Min. 2.0;

Variable Format: numeric

Notes: UNF:6:NX+/7azkdjpYK+gM0POatA==

f6297545 Location:

Summary Statistics: Max. 4.0; Mean 1.852071005917159; StDev 0.8426918855523464; Valid 169.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:7oGoT9rZv+00c1bXZrZ88g==

f6297545 Location:

Summary Statistics: Mean 4.183431952662721; Valid 169.0; Min. 2.0; Max. 5.0; StDev 0.8497675083566472

Variable Format: numeric

Notes: UNF:6:2W2w7oBHKW1bjb/jVLbczQ==

f6297545 Location:

Summary Statistics: Min. 1.0; Max. 5.0; Valid 169.0; StDev 0.7771569662087554; Mean 3.431952662721895

Variable Format: numeric

Notes: UNF:6:PrpBcXNFEQUdwelqp7r8iA==

f6297545 Location:

Summary Statistics: Mean 64.61309523809528; Min. 27.0; Max. 97.0; StDev 16.045939137900994; Valid 168.0;

Variable Format: numeric

Notes: UNF:6:Z0xc7fssGjuDpxcDQL/sWw==

f6297545 Location:

Summary Statistics: Mean 62.970414201183424; StDev 17.290041875070806; Max. 96.0; Valid 169.0; Min. 24.0

Variable Format: numeric

Notes: UNF:6:yyMUuwTfKxYBK+jM952E5A==

f6297545 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297545 Location:

Summary Statistics: StDev 1.1073348527841418; Max. 5.0; Mean 3.2307692307692317; Min. 1.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:eeIix5kMMBScxwrgkEqQDQ==

f6297545 Location:

Summary Statistics: Min. 2.0; Max. 5.0; StDev 0.6859701786081543; Mean 3.757396449704143; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:6DIwp8L1Mx4+q9oOtYVvKw==

f6297545 Location:

Summary Statistics: Max. 5.0; Mean 3.2189349112426022; Valid 169.0; Min. 1.0; StDev 0.9287068848033233

Variable Format: numeric

Notes: UNF:6:NbAcHQOZnc3Zyv+nrgHTzQ==

f6297545 Location:

Summary Statistics: StDev 0.9070650343901089; Max. 5.0; Valid 169.0; Min. 2.0; Mean 3.390532544378697

Variable Format: numeric

Notes: UNF:6:GRxKazOJLjDiRnLn1JxmJA==

f6297545 Location:

Summary Statistics: Min. 18.0; Mean 62.24852071005915; StDev 19.35285787468412; Valid 169.0; Max. 97.0

Variable Format: numeric

Notes: UNF:6:xqhMecdQ78RRuGKeGIUydw==

f6297545 Location:

Summary Statistics: StDev 20.67705601027825; Valid 169.0; Max. 96.0; Mean 59.59171597633132; Min. 17.0

Variable Format: numeric

Notes: UNF:6:XhIAtM7ql8R426T9V2Uwng==

f6297545 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297545 Location:

Summary Statistics: Mean 8.514792899408285; Valid 169.0; Max. 10.0; StDev 0.7246223061816052; Min. 7.0;

Variable Format: numeric

Notes: UNF:6:xMpSvfhdf34zM1E+4n86kA==

f6297545 Location:

Summary Statistics: Mean 1.9053254437869827; StDev 0.7733862118900344; Max. 4.0; Valid 169.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:l1CFdQEyVuaw31Ad4qCX/A==

f6297545 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297545 Location:

Summary Statistics: Min. 1.0; Mean 5.3668639053254426; Valid 169.0; Max. 9.0; StDev 2.051791374497718

Variable Format: numeric

Notes: UNF:6:eQSg+6oAQtk6pKix0k1rcg==

f6297545 Location:

Summary Statistics: StDev 1.6601379594839643; Mean 4.733727810650885; Valid 169.0; Min. 1.0; Max. 8.0

Variable Format: numeric

Notes: UNF:6:4ox4tY0EiRJNnQGtq00vwQ==

f6297545 Location:

Summary Statistics: StDev 1.6036113794136155; Valid 169.0; Mean 4.828402366863902; Max. 9.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:aAMUNY3MHhvzMZjlrCFIyQ==

f6297545 Location:

Summary Statistics: Valid 169.0; Min. 1.0; Mean 5.106508875739643; Max. 8.0; StDev 1.7183928680682694

Variable Format: numeric

Notes: UNF:6:MS4SEJNbOURuKq77Pbq+mw==

f6297545 Location:

Summary Statistics: Mean 5.781065088757393; Min. 1.0; StDev 2.1476723395064465; Max. 10.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:TArQerzFAKB5nN4P/4Q1Qw==

f6297545 Location:

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

Variable Format: numeric

Notes: UNF:6:5IeDRRz/+pCbLJLdsrTAaw==

f6297545 Location:

Summary Statistics: Valid 169.0; Max. 1.0; Mean 0.4142011834319527; Min. 0.0; StDev 0.49404740687173604

Variable Format: numeric

Notes: UNF:6:8XFKCTJR0jkO+1uTDuYmcg==

f6297545 Location:

Summary Statistics: StDev 0.5185350107177868; Valid 169.0; Min. 1.0; Max. 3.0; Mean 2.4201183431952664;

Variable Format: numeric

Notes: UNF:6:CiKFS1EnnzGqkFEAVJKdZg==

f6297545 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 169.0; Mean 0.06508875739644965; StDev 0.2474154938540468;

Variable Format: numeric

Notes: UNF:6:98YhPxNsu7ssBlgK1HS8Xw==

f6297545 Location:

Summary Statistics: StDev 0.10846140856771365; Valid 169.0; Mean 0.9881656804733728; Max. 1.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:ggfEc8usD0O5k99c/jXR7g==

f6297545 Location:

Summary Statistics: Min. 0.0; Valid 168.0; Mean 0.10714285714285722; StDev 0.3102194372216398; Max. 1.0

Variable Format: numeric

Notes: UNF:6:dTjPR7YH6Uu4HkDhK199bg==

f6297545 Location:

Summary Statistics: Min. 0.0; Mean 0.02976190476190477; StDev 0.17043780322336805; Max. 1.0; Valid 168.0;

Variable Format: numeric

Notes: UNF:6:9HM4ZcLHz1WMNtSQVlIOGg==

f6297545 Location:

Summary Statistics: Valid 168.0; StDev 0.15291111082241693; Min. 0.0; Max. 1.0; Mean 0.023809523809523826;

Variable Format: numeric

Notes: UNF:6:9ucE1wryTe7mUrRWaxPeeg==

f6297545 Location:

Summary Statistics: Mean 5.822485207100592; Max. 6.0; StDev 0.39846846840820654; Valid 169.0; Min. 4.0

Variable Format: numeric

Notes: UNF:6:tiSs05GXWjKl8uj+R7X+Aw==

f6297545 Location:

Summary Statistics: StDev 0.5559053092720618; Min. 2.0; Valid 169.0; Mean 3.455621301775148; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:8cYa4XnSpjraNl6n+UYlcw==

f6297545 Location:

Summary Statistics: Min. 0.0; StDev 0.2672612419124247; Max. 1.0; Valid 169.0; Mean 0.07692307692307694

Variable Format: numeric

Notes: UNF:6:9pRFvxYHEGu2DaphUKRBnw==

f6297545 Location:

Summary Statistics: Valid 169.0; StDev 0.07692307692307682; Min. 5.0; Max. 6.0; Mean 5.005917159763314;

Variable Format: numeric

Notes: UNF:6:3BpLBWSq6l9djEpP4bl6Lg==

f6297545 Location:

Summary Statistics: StDev 0.5004224757830207; Mean 0.5325443786982252; Valid 169.0; Max. 1.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:qnxhCOvdF8P66UtNeQ5Z6A==

f6297545 Location:

Summary Statistics: Valid 169.0; Min. 1.0; Max. 5.0; Mean 3.2544378698224863; StDev 0.9638068481091546;

Variable Format: numeric

Notes: UNF:6:QYXLeDU3IgV4muazW7bRbg==

f6297545 Location:

Summary Statistics: Max. 0.0; StDev 0.0; Valid 169.0; Mean 0.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:gWx6NpFJVTPYFiwEpMvRHA==

f6297545 Location:

Summary Statistics: Min. 0.0; Valid 169.0; StDev 0.0; Mean 0.0; Max. 0.0

Variable Format: numeric

Notes: UNF:6:gWx6NpFJVTPYFiwEpMvRHA==

f6297545 Location:

Summary Statistics: StDev 0.0; Mean 0.0; Max. 0.0; Valid 169.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:gWx6NpFJVTPYFiwEpMvRHA==

f6297545 Location:

Summary Statistics: Max. 0.0; Min. 0.0; Valid 169.0; Mean 0.0; StDev 0.0

Variable Format: numeric

Notes: UNF:6:gWx6NpFJVTPYFiwEpMvRHA==

f6297545 Location:

Summary Statistics: Valid 169.0; Mean 0.307692307692308; Max. 1.0; Min. 0.0; StDev 0.462910049886275;

Variable Format: numeric

Notes: UNF:6:EyeACwo1+RHqhUvI3RL2qA==

f6297545 Location:

Summary Statistics: StDev 0.4761869540585437; Min. 0.0; Valid 169.0; Max. 1.0; Mean 0.34319526627218905;

Variable Format: numeric

Notes: UNF:6:NtbKkzbcYzZShO/wNHgknA==

f6297545 Location:

Summary Statistics: Mean 0.0; StDev 0.0; Valid 169.0; Max. 0.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:gWx6NpFJVTPYFiwEpMvRHA==

f6297545 Location:

Summary Statistics: StDev 0.0769230769230769; Max. 1.0; Valid 169.0; Min. 0.0; Mean 0.005917159763313603;

Variable Format: numeric

Notes: UNF:6:ZuBKutLpgUpAoJes2fB3sw==

f6297545 Location:

Summary Statistics: Min. 0.0; Max. 0.0; Valid 169.0; StDev 0.0; Mean 0.0

Variable Format: numeric

Notes: UNF:6:gWx6NpFJVTPYFiwEpMvRHA==