Perceptions of Electoral Integrity, (PEI-8.5) (doi:10.7910/DVN/KMZIU4)

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Perceptions of Electoral Integrity, (PEI-8.5)

doi:10.7910/DVN/KMZIU4

Harvard Dataverse

2023-03-29

1

Garnett, Holly Ann; James, Toby S.; MacGregor, Madison; Caal-Lam, Sofia, 2023, "Perceptions of Electoral Integrity, (PEI-8.5)", https://doi.org/10.7910/DVN/KMZIU4, Harvard Dataverse, V1, UNF:6:fc0EDJs+JluAQ2YFxNrMNg== [fileUNF]

Perceptions of Electoral Integrity, (PEI-8.5)

doi:10.7910/DVN/KMZIU4

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 (Royal Military College. Queen's University. Department of Political Science and Economics)

Caal-Lam, Sofia (Royal Military College. Queen's University. Department of Political Science and Economics)

Caal-Lam, Sofia

Electoral Integrity Project

2022

STATA

890-2020-0006

Harvard Dataverse

Electoral Integrity Project

Project, Electoral Integrity

Caal-Lam, Sofia

2023-03-28

2023-03-29

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. PEI_8.0, covered 4,590 experts evaluating 479 national elections in 169 countries, covering until December 31st, 2021. The mid-year update (8.5) covers 4,722 experts evaluating 497 elections in 169 countries covering until December 31st, 2021.

https://doi.org/10.7910/DVN/KMZIU4

Social Sciences, Elections, 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-8.5 cumulative release covers 497 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 4,722 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 (497 observations), and also EXPERT-level (4,722 observations). Each dataset can be downloaded in STATA, CSV, and EXCEL formats.

2012-07-1-2021-12-31

2012-07-01-2022-10-31

Albania, Angola, Argentina, Armenia, Antigua and Barbuda, Australia, Austria, Azerbaijan, Burundi, Belgium, Benin, Burkina Faso, Bangladesh, Bulgaria, Bahrain, Bahamas, Bosnia and Herzegovina, Belarus, Belize, Bolivia, Plurinational State of, Brazil, Barbados, Bhutan, Botswana, Central African Republic, Canada, Switzerland, Chile, Côte d'Ivoire, Cameroon, Congo, Colombia, Comoros, Cape Verde, Costa Rica, Cyprus, Czech Republic, Germany, Djibouti, Denmark, Dominican Republic, Algeria, Ecuador, Egypt, Spain, Estonia, Ethiopia, Finland, Fiji, France, Micronesia, Federated States of, Gabon, United Kingdom, Georgia, Ghana, Guinea, Gambia, Guinea-Bissau, Equatorial Guinea, Greece, Grenada, Guatemala, Guyana, Honduras, Croatia, Haiti, Hungary, Indonesia, India, Ireland, Iran, Islamic Republic of, Iraq, Iceland, Israel, Italy, Jamaica, Jordan, Japan, Kazakhstan, Kenya, Kyrgyzstan, Cambodia, Kiribati, Korea, Republic of, Kuwait, Lao People's Democratic Republic, Lebanon, Liberia, Sri Lanka, Lesotho, Lithuania, Luxembourg, Latvia, Morocco, Moldova, Republic of, Madagascar, Maldives, Mexico, Macedonia, the Former Yugoslav Republic of, Mali, Malta, Myanmar, Montenegro, Mongolia, Mozambique, Mauritania, Mauritius, Malawi, Malaysia, Namibia, Niger, Nigeria, Nicaragua, Netherlands, Norway, Nepal, New Zealand, Oman, Pakistan, Panama, Peru, Philippines, Papua New Guinea, Poland, Portugal, Paraguay, Qatar, Romania, Russian Federation, Rwanda, Sudan, Senegal, Singapore, Solomon Islands, Sierra Leone, El Salvador, Serbia, Sao Tome and Principe, Suriname, Slovakia, Slovenia, Sweden, Swaziland, Syrian Arab Republic, Chad, Togo, Thailand, Tajikistan, Turkmenistan, Timor-Leste, Tonga, Trinidad and Tobago, Tunisia, Turkey, Taiwan, Province of China, Tanzania, United Republic of, Uganda, Ukraine, Uruguay, United States, Uzbekistan, Venezuela, Bolivarian Republic of, Viet Nam, Vanuatu, Samoa, South Africa, Zambia, Zimbabwe

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 - 6.3; 2020 - 4.89; 2021 - 4.9

• Number of cases: 169

• No. of variables per record: 186

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

UNF:6:SfpvYGsGOBeFsglel72/Cg==

• Number of cases: 169

• No. of variables per record: 186

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

UNF:6:mfDLDlpv6SmJjylcI6QmQA==

• Number of cases: 497

• No. of variables per record: 192

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

UNF:6:c3vjZe8VEAy/848Egqeqsw==

• Number of cases: 497

• No. of variables per record: 192

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

UNF:6:ipN8AyLYbd9EEWjAtzNmKg==

• Number of cases: 4722

• No. of variables per record: 263

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

UNF:6:X3Vt92rUZVNzfoa7HJY0sg==

• Number of cases: 4722

• No. of variables per record: 263

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

UNF:6:vcZk7x8xo9kvgOIb5QJFtA==

• country - country
• ISO - ISO
• y2012 - y2012
• y2013 - y2013
• y2014 - y2014
• y2015 - y2015
• y2016 - y2016
• y2017 - y2017
• y2018 - y2018
• y2019 - y2019
• y2020 - y2020
• y2021 - y2021
• COUNTRYDATA - COUNTRYDATA
• PR - PR
• CL - CL
• development - development
• gdp_pc_ppp - gdp_pc_ppp
• region - region
• region9 - region9
• oecd - oecd
• OVERALLINTEGRITY - OVERALLINTEGRITY
• PEIIndexp - PEIIndexp
• PEIIndexi - PEIIndexi
• rating - rating
• LAWS - LAWS
• lawsunfair - lawsunfair
• lawsunfair2 - lawsunfair2
• favoredincumbent - favoredincumbent
• favoredincumbent2 - favoredincumbent2
• citizens - citizens
• citizens2 - citizens2
• laws - laws
• lawsi - lawsi
• PROCEDURES - PROCEDURES
• managed - managed
• votinginfo - votinginfo
• fairofficials - fairofficials
• legalelections - legalelections
• procedures - procedures
• proceduresi - proceduresi
• BOUNDARIES - BOUNDARIES
• bdiscrim - bdiscrim
• bdiscrim2 - bdiscrim2
• bfavored - bfavored
• bfavored2 - bfavored2
• bimpartial - bimpartial
• boundaries - boundaries
• boundariesi - boundariesi
• VOTERREGISTRATION - VOTERREGISTRATION
• reglisted - reglisted
• reglisted2 - reglisted2
• reginaccurate - reginaccurate
• reginaccurate2 - reginaccurate2
• ineligible - ineligible
• ineligible2 - ineligible2
• votereg - votereg
• voteregi - voteregi
• PARTYREGISTRATION - PARTYREGISTRATION
• oppprevent - oppprevent
• oppprevent2 - oppprevent2
• womenopp - womenopp
• minorityopp - minorityopp
• leaderselect - leaderselect
• leaderselect2 - leaderselect2
• rallies - rallies
• rallies2 - rallies2
• partyreg - partyreg
• partyregi - partyregi
• MEDIACOVERAGE - MEDIACOVERAGE
• newspapers - newspapers
• tv - tv
• tv2 - tv2
• fairaccess - fairaccess
• faircoverage - faircoverage
• socialmedia - socialmedia
• media - media
• mediai - mediai
• CAMPAIGNFINANCE - CAMPAIGNFINANCE
• subsidies - subsidies
• donations - donations
• accounts - accounts
• rich - rich
• rich2 - rich2
• resources - resources
• resources2 - resources2
• finance - finance
• financei - financei
• VOTINGPROCESS - VOTINGPROCESS
• violence - violence
• violence2 - violence2
• fraudulent - fraudulent
• fraudulent2 - fraudulent2
• easy - easy
• choice - choice
• postal - postal
• disabled - disabled
• expats - expats
• internet - internet
• voting - voting
• votingi - votingi
• VOTECOUNT - VOTECOUNT
• secure - secure
• delay - delay
• faircount - faircount
• intlmonitors - intlmonitors
• intlmonitors2 - intlmonitors2
• domesticmonitors - domesticmonitors
• domesticmonitors2 - domesticmonitors2
• count - count
• counti - counti
• VOTINGRESULTS - VOTINGRESULTS
• challenged - challenged
• challenged2 - challenged2
• protestspeace - protestspeace
• protestspeace2 - protestspeace2
• protestsviolent - protestsviolent
• protestsviolent2 - protestsviolent2
• disputes - disputes
• results - results
• resultsi - resultsi
• ELECTIONAUTHORITIES - ELECTIONAUTHORITIES
• impartial - impartial
• info - info
• scrutiny - scrutiny
• performance - performance
• EMBs - EMBs
• EMBsi - EMBsi
• GENERALQUESTIONS - GENERALQUESTIONS
• important - important
• ORGCONFIDENCE - ORGCONFIDENCE
• courts - courts
• government - government
• parliament - parliament
• armedforces - armedforces
• electoralauth - electoralauth
• ROTATING - ROTATING
• bribed - bribed
• bribed2 - bribed2
• freetovote - freetovote
• fearviolence - fearviolence
• fearviolence2 - fearviolence2
• ballotconfidential - ballotconfidential
• freefairelect - freefairelect
• cashforvotes - cashforvotes
• cashforvotes2 - cashforvotes2
• patronage - patronage
• patronage2 - patronage2
• audit - audit
• hacking - hacking
• campaignnews - campaignnews
• govtnews - govtnews
• fakenews - fakenews
• fakenews2 - fakenews2
• hatespeech - hatespeech
• hatespeech2 - hatespeech2
• informedchoices - informedchoices
• foreigninterference - foreigninterference
• foreigninterference2 - foreigninterference2
• mediamonitors - mediamonitors
• cyberattacks - cyberattacks
• cyberattacks2 - cyberattacks2
• diversenews - diversenews
• journalisticstandards - journalisticstandards
• partisanjournalists - partisanjournalists
• partisanjournalists2 - partisanjournalists2
• fakesocial - fakesocial
• fakesocial2 - fakesocial2
• emergency - emergency
• emergency2 - emergency2
• safetyvoters - safetyvoters
• safetyworkers - safetyworkers
• safetyworkers2 - safetyworkers2
• opportunitycampaign - opportunitycampaign
• opportunitycampaign2 - opportunitycampaign2
• incumbentcampaign - incumbentcampaign
• incumbentcampaign2 - incumbentcampaign2
• postponed - postponed
• postponed2 - postponed2
• hesitant - hesitant
• hesitant2 - hesitant2
• support - support
• shortage - shortage
• shortage2 - shortage2
• resourced - resourced
• resourced2 - resourced2
• PEItype - PEItype
• 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
• development - World Bank income level (Low, lower-middle, upper-middle, high)
• gdp_pc_ppp - GDP per capita on purchasing power parity 2011
• region - Geographic region (UN classification)
• region9 - World Bank region (1-9)
• oecd - OECD country (0/1)
• OVERALLINTEGRITY - OVERALL INTEGRITY RATING
• PEIIndexp - PEI index of electoral integrity, individual
• PEIIndexi - PEI index of electoral integrity, imputed
• 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 (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
• 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)
• 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]
• emergency - 20-1. Emergency conditions weakened electoral integrity [N]
• emergency2 - 20-1b. Emergency conditions weakened electoral integrity (1-5)[P]
• safetyvoters - 20-2. Voting facilities protected the safety of voters [P]
• safetyworkers - 20-3. Voting facilities endangered the safety of poll workers [N]
• safetyworkers2 - 20-3b. Voting facilities endangered the safety of poll workers (1-5)[P]
• opportunitycampaign - 20-4. Emergency conditions limited opportunities to campaign [N]
• opportunitycampaign2 - 20-4b. Emergency conditions limited opportunities to campaign (1-5)[P]
• incumbentcampaign - 20-5. Emergency conditions favoured the incumbent's campaign [N]
• incumbentcampaign2 - 20-5b. Emergency conditions limited opportunities to campaign (1-5)[P]
• postponed - 20-6. The election was postponed to suit the incumbent [N]
• postponed2 - 20-6b. The election was postponed to suit the incumbent (1-5)[P]
• hesitant - 20-7. Emergency conditions made citizens hesitant to vote [N]
• hesitant2 - 20-7b. Emergency conditions made citizens hesitant to vote (1-5)[P]
• support - 20-8. Support was provided to enable vulnerable citizens to vote [P]
• shortage - 20-9. Emergency conditions led to a shortage of poll workers [N]
• shortage2 - 20-9b. Emergency conditions led to a shortage of poll workers (1-5)[P]
• resourced - 20-10. Emergency conditions led to electoral officials being insufficiently reso
• resourced2 - 20-10b. Emergency conditions led to electoral officials being insufficiently res
• PEItype - PEI Type
• country - country
• ISO - ISO
• election - election
• year - year
• numresponses - numresponses
• COUNTRYDATA - COUNTRYDATA
• PR - PR
• CL - CL
• fhcategory - fhcategory
• development - development
• gdp_pc_ppp - gdp_pc_ppp
• region - region
• region9 - region9
• oecd - oecd
• OVERALLINTEGRITY - OVERALLINTEGRITY
• PEIIndexp - PEIIndexp
• PEIIndexp_lci - PEIIndexp_lci
• PEIIndexp_hci - PEIIndexp_hci
• PEIIndexi - PEIIndexi
• PEIIndexi_lci - PEIIndexi_lci
• PEIIndexi_hci - PEIIndexi_hci
• PEIIndex_rank - PEIIndex_rank
• PEItype - PEItype
• rating - rating
• rating_lci - rating_lci
• rating_hci - rating_hci
• LAWS - LAWS
• lawsunfair - lawsunfair
• lawsunfair2 - lawsunfair2
• favoredincumbent - favoredincumbent
• favoredincumbent2 - favoredincumbent2
• favoredincumbent2i - favoredincumbent2i
• citizens - citizens
• citizens2 - citizens2
• laws - laws
• lawsi - lawsi
• PROCEDURES - PROCEDURES
• managed - managed
• votinginfo - votinginfo
• fairofficials - fairofficials
• legalelections - legalelections
• procedures - procedures
• proceduresi - proceduresi
• BOUNDARIES - BOUNDARIES
• bdiscrim - bdiscrim
• bdiscrim2 - bdiscrim2
• bfavored - bfavored
• bfavored2 - bfavored2
• bimpartial - bimpartial
• boundaries - boundaries
• boundariesi - boundariesi
• VOTERREGISTRATION - VOTERREGISTRATION
• reglisted - reglisted
• reglisted2 - reglisted2
• reginaccurate - reginaccurate
• reginaccurate2 - reginaccurate2
• ineligible - ineligible
• ineligible2 - ineligible2
• votereg - votereg
• voteregi - voteregi
• PARTYREGISTRATION - PARTYREGISTRATION
• oppprevent - oppprevent
• oppprevent2 - oppprevent2
• womenopp - womenopp
• minorityopp - minorityopp
• leaderselect - leaderselect
• leaderselect2 - leaderselect2
• rallies - rallies
• rallies2 - rallies2
• partyreg - partyreg
• partyregi - partyregi
• MEDIACOVERAGE - MEDIACOVERAGE
• newspapers - newspapers
• tv - tv
• tv2 - tv2
• fairaccess - fairaccess
• faircoverage - faircoverage
• socialmedia - socialmedia
• media - media
• mediai - mediai
• CAMPAIGNFINANCE - CAMPAIGNFINANCE
• subsidies - subsidies
• donations - donations
• accounts - accounts
• rich - rich
• rich2 - rich2
• resources - resources
• resources2 - resources2
• finance - finance
• financei - financei
• VOTINGPROCESS - VOTINGPROCESS
• violence - violence
• violence2 - violence2
• fraudulent - fraudulent
• fraudulent2 - fraudulent2
• easy - easy
• choice - choice
• postal - postal
• disabled - disabled
• expats - expats
• internet - internet
• voting - voting
• votingi - votingi
• VOTECOUNT - VOTECOUNT
• secure - secure
• delay - delay
• faircount - faircount
• intlmonitors - intlmonitors
• intlmonitors2 - intlmonitors2
• domesticmonitors - domesticmonitors
• domesticmonitors2 - domesticmonitors2
• count - count
• counti - counti
• VOTINGRESULTS - VOTINGRESULTS
• challenged - challenged
• challenged2 - challenged2
• protestspeace - protestspeace
• protestspeace2 - protestspeace2
• protestsviolent - protestsviolent
• protestsviolent2 - protestsviolent2
• disputes - disputes
• results - results
• resultsi - resultsi
• ELECTIONAUTHORITIES - ELECTIONAUTHORITIES
• impartial - impartial
• info - info
• scrutiny - scrutiny
• performance - performance
• EMBs - EMBs
• EMBsi - EMBsi
• GENERALQUESTIONS - GENERALQUESTIONS
• familiarity - familiarity
• important - important
• ORGCONFIDENCE - ORGCONFIDENCE
• courts - courts
• government - government
• parliament - parliament
• armedforces - armedforces
• electoralauth - electoralauth
• ROTATING - ROTATING
• bribed - bribed
• bribed2 - bribed2
• freetovote - freetovote
• fearviolence - fearviolence
• fearviolence2 - fearviolence2
• ballotconfidential - ballotconfidential
• freefairelect - freefairelect
• cashforvotes - cashforvotes
• cashforvotes2 - cashforvotes2
• patronage - patronage
• patronage2 - patronage2
• audit - audit
• hacking - hacking
• campaignnews - campaignnews
• govtnews - govtnews
• fakenews - fakenews
• fakenews2 - fakenews2
• hatespeech - hatespeech
• hatespeech2 - hatespeech2
• informedchoices - informedchoices
• foreigninterference - foreigninterference
• foreigninterference2 - foreigninterference2
• mediamonitors - mediamonitors
• cyberattacks - cyberattacks
• cyberattacks2 - cyberattacks2
• diversenews - diversenews
• journalisticstandards - journalisticstandards
• partisanjournalists - partisanjournalists
• partisanjournalists2 - partisanjournalists2
• fakesocial - fakesocial
• fakesocial2 - fakesocial2
• emergency - emergency
• emergency2 - emergency2
• safetyvoters - safetyvoters
• safetyworkers - safetyworkers
• safetyworkers2 - safetyworkers2
• opportunitycampaign - opportunitycampaign
• opportunitycampaign2 - opportunitycampaign2
• incumbentcampaign - incumbentcampaign
• incumbentcampaign2 - incumbentcampaign2
• postponed - postponed
• postponed2 - postponed2
• hesitant - hesitant
• hesitant2 - hesitant2
• support - support
• shortage - shortage
• shortage2 - shortage2
• resourced - resourced
• resourced2 - resourced2
• lag_PEIIndexi - lag_PEIIndexi
• lag_PEIIndexi_lci - lag_PEIIndexi_lci
• lag_PEIIndexi_hci - lag_PEIIndexi_hci
• country - Country name
• ISO - ISO
• election - Election Code
• year - Year
• numresponses - PEI expert responses, by election
• COUNTRYDATA - COUNTRY DATA SECTION
• PR - Freedom House Political Rights
• CL - Freedom House Civil Liberties
• fhcategory - Freedom House Category
• development - Development Category
• 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 Member
• 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
• PEIIndex_rank - Rank of election according to PEI experts
• PEItype
• 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]
• favoredincumbent2i - (mean) favoredincumbent2i
• 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)
• ROTATING - ROTATING YEARLY SECTION
• 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]
• emergency - 20-1. Emergency conditions weakened electoral integrity [N]
• emergency2 - 20-1b. Emergency conditions weakened electoral integrity (1-5)[P]
• safetyvoters - 20-2. Voting facilities protected the safety of voters [P]
• safetyworkers - 20-3. Voting facilities endangered the safety of poll workers [N]
• safetyworkers2 - 20-3b. Voting facilities endangered the safety of poll workers (1-5)[P]
• opportunitycampaign - 20-4. Emergency conditions limited opportunities to campaign [N]
• opportunitycampaign2 - 20-4b. Emergency conditions limited opportunities to campaign (1-5)[P]
• incumbentcampaign - 20-5. Emergency conditions favoured the incumbent's campaign [N]
• incumbentcampaign2 - 20-5b. Emergency conditions limited opportunities to campaign (1-5)[P]
• postponed - 20-6. The election was postponed to suit the incumbent [N]
• postponed2 - 20-6b. The election was postponed to suit the incumbent (1-5)[P]
• hesitant - 20-7. Emergency conditions made citizens hesitant to vote [N]
• hesitant2 - 20-7b. Emergency conditions made citizens hesitant to vote (1-5)[P]
• support - 20-8. Support was provided to enable vulnerable citizens to vote [P]
• shortage - 20-9. Emergency conditions led to a shortage of poll workers [N]
• shortage2 - 20-9b. Emergency conditions led to a shortage of poll workers (1-5)[P]
• resourced - 20-10. Emergency conditions led to electoral officials being insufficiently reso
• resourced2 - 20-10b. Emergency conditions led to electoral officials being insufficiently res
• lag_PEIIndexi - Lagged PEI index of electoral integrity, (0-100), imputed
• lag_PEIIndexi_lci - Lagged PEI Index (imputed), low ci
• lag_PEIIndexi_hci - Lagged PEI Index (imputed), high ci
• country - Country name
• ISO - ISO
• election - Election Code
• year - Year
• COUNTRYDATA - COUNTRY DATA SECTION
• PR - Freedom House Political Rights
• CL - Freedom House Civil Liberties
• fhcategory - Freedom House Category
• development - Development Category
• 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 Member
• OVERALLINTEGRITY - OVERALL INTEGRITY SECTION
• PEIIndexp - PEI index of electoral integrity, (0-100), raw
• PEIIndexi - PEI index of electoral integrity, (0-100), imputed
• 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]
• lawsunfair2i - 1-1bi. Electoral laws were unfair to smaller parties (Reversed), imputed
• 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]
• favoredincumbent2i - 1-2bi. Electoral laws favored the governing party or parties (Reversed), imputed
• citizens - 1-3a. Elections laws restricted citizens' rights (1-5)[N]
• citizens2 - 1-3b. Elections laws restricted citizens' rights (1-5)[P]
• citizens2i - 1-3bi. Elections laws restricted citizens' rights (Reversed), imputed
• 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]
• managedi - 2-1i. Elections were well managed (1-5)[P], imputed
• votinginfo - 2-2. Information about voting procedures was widely available (1-5)[P]
• votinginfoi - 2-2i. Information about voting procedures was widely available (1-5)[P], imputed
• fairofficials - 2-3. Election officials were fair (1-5)[P]
• fairofficialsi - 2-3i. Election officials were fair (1-5)[P], imputed
• legalelections - 2-4. Elections were conducted in accordance with the law (1-5)[P]
• legalelectionsi - 2-4i. Elections were conducted in accordance with the law (1-5)[P], imputes
• 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]
• bdiscrim2i - 3-1ai. Boundaries discriminated against some parties (1-5)[N], impute
• bfavored - 3-2a. Boundaries favored incumbents (1-5)[N]
• bfavored2 - 3-2b. Boundaries favored incumbents (1-5)[P]
• bfavored2i - 3-2ai. Boundaries favored incumbents (1-5)[N], impute
• bimpartial - 3-3. Boundaries were impartial (1-5)[P]
• bimpartiali - 3-3i. Boundaries were impartial (1-5)[P], impute
• 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]
• reglisted2i - 4-1ai. Some citizens were not listed in the register (1-5)[N], imputed
• reginaccurate - 4-2a. The electoral register was inaccurate (1-5)[N]
• reginaccurate2 - 4-2b. The electoral register was inaccurate (1-5)[P]
• reginaccurate2i - 4-2ai. The electoral register was inaccurate (1-5)[N], imputed
• ineligible - 4-3a. Some ineligible electors were registered (1-5)[N]
• ineligible2 - 4-3b. Some ineligible electors were registered (1-5)[P]
• ineligible2i - 4-3ai. Some ineligible electors were registered (1-5)[N], imputed
• 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]
• oppprevent2i - 5-1ai. Some opposition candidates were prevented from running (1-5)[N], imputed
• womenopp - 5-2. Women had equal opportunities to run for office (1-5)[P]
• womenoppi - 5-2i. Women had equal opportunities to run for office (1-5)[P], imputed
• minorityopp - 5-3. Ethnic and national minorities had equal opportunities to run for office (1
• minorityoppi - 5-3i. Ethnic and national minorities had equal opportunities to run for office (
• leaderselect - 5-4a. Only top party leaders selected candidates (1-5)[N]
• leaderselect2 - 5-4b. Only top party leaders selected candidates (1-5)[P]
• leaderselect2i - 5-4ai. Only top party leaders selected candidates (1-5)[N], imputed
• 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
• rallies2i - 5-5ai. Some parties/candidates were restricted from holding campaign rallies (1-
• 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]
• newspapersi - 6-1i. Newspapers provided balanced election news (1-5)[P], imputed
• tv - 6-2a. TV news favored the governing party (1-5)[N]
• tv2 - 6-2b. TV news favored the governing party (1-5)[P]
• tv2i - 6-2ai. TV news favored the governing party (1-5)[N], imputed
• fairaccess - 6-3. Parties/candidates had fair access to political broadcasts and advertising
• fairaccessi - 6-3i. Parties/candidates had fair access to political broadcasts and advertising
• faircoverage - 6-4. Journalists provided fair coverage of the elections (1-5)[P]
• faircoveragei - 6-4i. Journalists provided fair coverage of the elections (1-5)[P], imputed
• socialmedia - 6-5. Social media were used to expose electoral fraud (1-5)[P]
• socialmediai - 6-5i. Social media were used to expose electoral fraud (1-5)[P], imputed
• 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)[
• subsidiesi - 7-1i. 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]
• donationsi - 7-2i. Parties/candidates had equitable access to political donations(1-5)[P], im
• accounts - 7-3. Parties/candidates publish transparent financial accounts(1-5)[P]
• accountsi - 7-3i. Parties/candidates publish transparent financial accounts(1-5)[P], imputed
• rich - 7-4a. Rich people buy elections (1-5)[N]
• rich2 - 7-4b. Rich people buy elections (Reversed coding)
• rich2i - 7-4ai. Rich people buy elections (1-5)[N], imputed
• 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]
• resources2i - 7-5ai. Some state resources were improperly used for campaigning (1-5)[N], imput
• 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]
• violence2i - 8-1ai. Some voters were threatened with violence at the polls(1-5)[N], imputed
• fraudulent - 8-2a. Some fraudulent votes were cast (1-5)[N]
• fraudulent2 - 8-2b. Some fraudulent votes were cast (1-5)[P]
• fraudulent2i - 8-2a. Some fraudulent votes were cast (1-5)[N], imputed
• easy - 8-3. The process of voting was easy (1-1)[Y]
• easyi - 8-3i. The process of voting was easy (1-1)[Y], imputed
• choice - 8-4. Voters were offered a genuine choice at the ballot box (1-5)[P]
• choicei - 8-4i. Voters were offered a genuine choice at the ballot box (1-5)[P], imputed
• postal - 8-5. Postal ballots were available (1-5)[P]
• postali - 8-5i. Postal ballots were available (1-5)[P], imputed
• disabled - 8-6. Special voting facilities were available for the disabled (1-5)[P]
• disabledi - 8-6i. Special voting facilities were available for the disabled (1-5)[P], impute
• expats - 8-7. National citizens living abroad could vote (1-5)[P]
• expatsi - 8-7i. National citizens living abroad could vote (1-5)[P], imputed
• internet - 8-8. Some form of internet voting was available (1-5)[P]
• interneti - 8-8i. Some form of internet voting was available (1-5)[P], imputed
• 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]
• securei - 9-1i. Ballot boxes were secure (1-5)[P], imputed
• delay - 9-2. The results were announced without undue delay (1-5)[P]
• delayi - 9-2i. The results were announced without undue delay (1-5)[P], imputed
• faircount - 9-3. Votes were counted fairly (1-5)[P]
• faircounti - 9-3i. Votes were counted fairly (1-5)[P]imputed
• intlmonitors - 9-4a. Int'l election monitors were restricted (1-5)[N]
• intlmonitors2 - 9-4b. Int'l election monitors were restricted (1-5)[P]
• intlmonitors2i - 9-4ai. Int'l election monitors were restricted (1-5)[N], imputed
• domesticmonitors - 9-5a. Domestic election monitors were restricted (1-5)[N]
• domesticmonitors2 - 9-5b. Domestic election monitors were restricted (1-5)[P]
• domesticmonitors2i - 9-5ai. Domestic election monitors were restricted (1-5)[N], imputed
• 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]
• challenged2i - 10-1bi. Parties/candidates challenged the results (Reversed coding), imputed
• protestspeace - 10-2a. The election led to peaceful protests (1-5)[N]
• protestspeace2 - 10-2b. The election led to peaceful protests (1-5)[P]
• protestspeace2i - 10-2bi. The election led to peaceful protests (Reversed coding), imputed
• protestsviolent - 10-3a. The election triggered violent protests (1-5)[N]
• protestsviolent2 - 10-3b. The election triggered violent protests (1-5)[P]
• protestsviolent2i - 10-3bi. The election triggered violent protests (Reversed coding), imputed
• disputes - 10-4. Any disputes were resolved through legal channels (1-5)[P]
• disputesi - 10-4i. Any disputes were resolved through legal channels (1-5)[P], imputed
• 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]
• impartiali - 11-1i. The election authorities were impartial (1-5)[P], imputed
• info - 11-2. The authorities distributed information to citizens (1-5)[P]
• infoi - 11-2i. The authorities distributed information to citizens (1-5)[P], imputed
• scrutiny - 11-3. The authorities allowed public scrutiny of their performance (1-5)[P]
• scrutinyi - 11-3i. The authorities allowed public scrutiny of their performance (1-5)[P], im
• performance - 11-4. The election authorities performed well (1-5)[P]
• performancei - 11-4i. The election authorities performed well (1-5)[P], imputed
• 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 - Is the expert domestic?
• 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]
• age - 15-8. Expert's age
• emergency - 20-1. Emergency conditions weakened electoral integrity [N]
• emergency2 - 20-1b. Emergency conditions weakened electoral integrity (1-5)[P]
• safetyvoters - 20-2. Voting facilities protected the safety of voters [P]
• safetyworkers - 20-3. Voting facilities endangered the safety of poll workers [N]
• safetyworkers2 - 20-3b. Voting facilities endangered the safety of poll workers (1-5)[P]
• opportunitycampaign - 20-4. Emergency conditions limited opportunities to campaign [N]
• opportunitycampaign2 - 20-4b. Emergency conditions limited opportunities to campaign (1-5)[P]
• incumbentcampaign - 20-5. Emergency conditions favoured the incumbent's campaign [N]
• incumbentcampaign2 - 20-5b. Emergency conditions limited opportunities to campaign (1-5)[P]
• postponed - 20-6. The election was postponed to suit the incumbent [N]
• postponed2 - 20-6b. The election was postponed to suit the incumbent (1-5)[P]
• hesitant - 20-7. Emergency conditions made citizens hesitant to vote [N]
• hesitant2 - 20-7b. Emergency conditions made citizens hesitant to vote (1-5)[P]
• support - 20-8. Support was provided to enable vulnerable citizens to vote [P]
• shortage - 20-9. Emergency conditions led to a shortage of poll workers [N]
• shortage2 - 20-9b. Emergency conditions led to a shortage of poll workers (1-5)[P]
• resourced - 20-10. Emergency conditions led to electoral officials being insufficiently reso
• resourced2 - 20-10b. Emergency conditions led to electoral officials being insufficiently res
• country - country
• ISO - ISO
• election - election
• year - year
• COUNTRYDATA - COUNTRYDATA
• PR - PR
• CL - CL
• fhcategory - fhcategory
• development - development
• gdp_pc_ppp - gdp_pc_ppp
• region - region
• region9 - region9
• oecd - oecd
• OVERALLINTEGRITY - OVERALLINTEGRITY
• PEIIndexp - PEIIndexp
• PEIIndexi - PEIIndexi
• rating - rating
• LAWS - LAWS
• lawsunfair - lawsunfair
• lawsunfair2 - lawsunfair2
• lawsunfair2i - lawsunfair2i
• favoredincumbent - favoredincumbent
• favoredincumbent2 - favoredincumbent2
• favoredincumbent2i - favoredincumbent2i
• citizens - citizens
• citizens2 - citizens2
• citizens2i - citizens2i
• laws - laws
• lawsi - lawsi
• PROCEDURES - PROCEDURES
• managed - managed
• managedi - managedi
• votinginfo - votinginfo
• votinginfoi - votinginfoi
• fairofficials - fairofficials
• fairofficialsi - fairofficialsi
• legalelections - legalelections
• legalelectionsi - legalelectionsi
• procedures - procedures
• proceduresi - proceduresi
• BOUNDARIES - BOUNDARIES
• bdiscrim - bdiscrim
• bdiscrim2 - bdiscrim2
• bdiscrim2i - bdiscrim2i
• bfavored - bfavored
• bfavored2 - bfavored2
• bfavored2i - bfavored2i
• bimpartial - bimpartial
• bimpartiali - bimpartiali
• boundaries - boundaries
• boundariesi - boundariesi
• VOTERREGISTRATION - VOTERREGISTRATION
• reglisted - reglisted
• reglisted2 - reglisted2
• reglisted2i - reglisted2i
• reginaccurate - reginaccurate
• reginaccurate2 - reginaccurate2
• reginaccurate2i - reginaccurate2i
• ineligible - ineligible
• ineligible2 - ineligible2
• ineligible2i - ineligible2i
• votereg - votereg
• voteregi - voteregi
• PARTYREGISTRATION - PARTYREGISTRATION
• oppprevent - oppprevent
• oppprevent2 - oppprevent2
• oppprevent2i - oppprevent2i
• womenopp - womenopp
• womenoppi - womenoppi
• minorityopp - minorityopp
• minorityoppi - minorityoppi
• leaderselect - leaderselect
• leaderselect2 - leaderselect2
• leaderselect2i - leaderselect2i
• rallies - rallies
• rallies2 - rallies2
• rallies2i - rallies2i
• partyreg - partyreg
• partyregi - partyregi
• MEDIACOVERAGE - MEDIACOVERAGE
• newspapers - newspapers
• newspapersi - newspapersi
• tv - tv
• tv2 - tv2
• tv2i - tv2i
• fairaccess - fairaccess
• fairaccessi - fairaccessi
• faircoverage - faircoverage
• faircoveragei - faircoveragei
• socialmedia - socialmedia
• socialmediai - socialmediai
• media - media
• mediai - mediai
• CAMPAIGNFINANCE - CAMPAIGNFINANCE
• subsidies - subsidies
• subsidiesi - subsidiesi
• donations - donations
• donationsi - donationsi
• accounts - accounts
• accountsi - accountsi
• rich - rich
• rich2 - rich2
• rich2i - rich2i
• resources - resources
• resources2 - resources2
• resources2i - resources2i
• finance - finance
• financei - financei
• VOTINGPROCESS - VOTINGPROCESS
• violence - violence
• violence2 - violence2
• violence2i - violence2i
• fraudulent - fraudulent
• fraudulent2 - fraudulent2
• fraudulent2i - fraudulent2i
• easy - easy
• easyi - easyi
• choice - choice
• choicei - choicei
• postal - postal
• postali - postali
• disabled - disabled
• disabledi - disabledi
• expats - expats
• expatsi - expatsi
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• VOTECOUNT - VOTECOUNT
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• delayi - delayi
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• faircounti - faircounti
• intlmonitors - intlmonitors
• intlmonitors2 - intlmonitors2
• intlmonitors2i - intlmonitors2i
• domesticmonitors - domesticmonitors
• domesticmonitors2 - domesticmonitors2
• domesticmonitors2i - domesticmonitors2i
• count - count
• counti - counti
• VOTINGRESULTS - VOTINGRESULTS
• challenged - challenged
• challenged2 - challenged2
• challenged2i - challenged2i
• protestspeace - protestspeace
• protestspeace2 - protestspeace2
• protestspeace2i - protestspeace2i
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• protestsviolent2 - protestsviolent2
• protestsviolent2i - protestsviolent2i
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• resultsi - resultsi
• ELECTIONAUTHORITIES - ELECTIONAUTHORITIES
• impartial - impartial
• impartiali - impartiali
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• GENERALQUESTIONS - GENERALQUESTIONS
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• important - important
• ORGCONFIDENCE - ORGCONFIDENCE
• courts - courts
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• electoralauth - electoralauth
• BACKGROUND - BACKGROUND
• expertdomestic - expertdomestic
• employment - employment
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• university - university
• nonprofit - nonprofit
• agency - agency
• private - private
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• born - born
• lived - lived
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• activist - activist
• ngo - ngo
• voted - voted
• norole - norole
• monitor - monitor
• monitorint - monitorint
• official - official
• citizen - citizen
• supported - supported
• leftrightscale - leftrightscale
• difficulty - difficulty
• VIGNETTES - VIGNETTES
• vignetteA - vignetteA
• vignetteB - vignetteB
• vignetteC - vignetteC
• vignetteD - vignetteD
• vignetteE - vignetteE
• vignetteF - vignetteF
• ROTATING - ROTATING
• bribed - bribed
• bribed2 - bribed2
• freetovote - freetovote
• fearviolence - fearviolence
• fearviolence2 - fearviolence2
• ballotconfidential - ballotconfidential
• freefairelect - freefairelect
• cashforvotes - cashforvotes
• cashforvotes2 - cashforvotes2
• patronage - patronage
• patronage2 - patronage2
• audit - audit
• hacking - hacking
• campaignnews - campaignnews
• govtnews - govtnews
• fakenews - fakenews
• fakenews2 - fakenews2
• hatespeech - hatespeech
• hatespeech2 - hatespeech2
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• foreigninterference - foreigninterference
• foreigninterference2 - foreigninterference2
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• cyberattacks2 - cyberattacks2
• diversenews - diversenews
• journalisticstandards - journalisticstandards
• partisanjournalists - partisanjournalists
• partisanjournalists2 - partisanjournalists2
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• fakesocial2 - fakesocial2
• age - age
• emergency - emergency
• emergency2 - emergency2
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• safetyworkers - safetyworkers
• safetyworkers2 - safetyworkers2
• opportunitycampaign - opportunitycampaign
• opportunitycampaign2 - opportunitycampaign2
• incumbentcampaign - incumbentcampaign
• incumbentcampaign2 - incumbentcampaign2
• postponed - postponed
• postponed2 - postponed2
• hesitant - hesitant
• hesitant2 - hesitant2
• support - support
• shortage - shortage
• shortage2 - shortage2
• resourced - resourced
• resourced2 - resourced2

f7014105 Location:

Variable Format: character

Notes: UNF:6:lvRdM7SsCQaiHctoGJYUlw==

f7014105 Location:

Variable Format: character

Notes: UNF:6:Kul0IGw5uyRTlyxmysPW5Q==

f7014105 Location:

Variable Format: character

Notes: UNF:6:LOBFwHFaULesIR3Tt/pP/w==

f7014105 Location:

Variable Format: character

Notes: UNF:6:KTGsDcwf7H0iseNmsZzE+g==

f7014105 Location:

Variable Format: character

Notes: UNF:6:zO5oXL/a9la3GoFWGsim2w==

f7014105 Location:

Variable Format: character

Notes: UNF:6:eY6HSJWNeh9mCu/Li3hpHA==

f7014105 Location:

Variable Format: character

Notes: UNF:6:RuT41OiUXWAVsoiDJYDDDA==

f7014105 Location:

Variable Format: character

Notes: UNF:6:CfB0Tsnu0X2rrFKgKtSTcw==

f7014105 Location:

Variable Format: character

Notes: UNF:6:Ai9fvPOtqlDyHXqde4yLcg==

f7014105 Location:

Variable Format: character

Notes: UNF:6:T+l0UvmkcJd6kISkro0WWg==

f7014105 Location:

Variable Format: character

Notes: UNF:6:AFO+jSUe6Lx3MfH/yA4PtQ==

f7014105 Location:

Variable Format: character

Notes: UNF:6:U2kezRC776kE+MnI4cCcpg==

f7014105 Location:

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

Variable Format: numeric

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

f7014105 Location:

Summary Statistics: Min. 1.0; Mean 3.4023668639053257; Valid 169.0; Max. 7.0; StDev 2.0939809620365826;

Variable Format: numeric

Notes: UNF:6:enc5lWIkcLQPG/zZzmm8ew==

f7014105 Location:

Summary Statistics: Max. 7.0; StDev 1.8286332847385032; Min. 1.0; Mean 3.337278106508876; Valid 169.0

Variable Format: numeric

Notes: UNF:6:WK0260lcc5qqVoAosem36Q==

f7014105 Location:

Summary Statistics: Min. 1.0; Mean 2.7278106508875744; Valid 169.0; Max. 4.0; StDev 1.0278250555838198;

Variable Format: numeric

Notes: UNF:6:4ME0AYXEDDC1L4FRF2jGTQ==

f7014105 Location:

Summary Statistics: StDev 19380.139751291717; Mean 18771.45508982036; Valid 167.0; Min. 788.0; Max. 94278.0

Variable Format: numeric

Notes: UNF:6:GE/c+nfrHbnw8njmIpiGcg==

f7014105 Location:

Summary Statistics: StDev 1.3102216435177285; Min. 1.0; Mean 2.6508875739644973; Max. 5.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:F6c7G7Zi54zemPxiymjNbQ==

f7014105 Location:

Variable Format: character

Notes: UNF:6:vOZIwzZrEneEblDJwLendw==

f7014105 Location:

Summary Statistics: Max. 1.0; Mean 0.20118343195266272; Min. 0.0; Valid 169.0; StDev 0.40207618409836754;

Variable Format: numeric

Notes: UNF:6:Ta7fEvFQBdM+MIwJHNeHbg==

f7014105 Location:

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

Variable Format: numeric

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

f7014105 Location:

Summary Statistics: StDev 17.3070577099443; Min. 16.0; Max. 91.0; Valid 147.0; Mean 54.285714285714285;

Variable Format: numeric

Notes: UNF:6:x7prUXFBmv3v8j/qGi4nSg==

f7014105 Location:

Summary Statistics: Mean 54.77514792899409; StDev 15.100349968607194; Valid 169.0; Min. 23.0; Max. 87.0

Variable Format: numeric

Notes: UNF:6:23wLkDIu8ILUlaraAUIYqg==

f7014105 Location:

Summary Statistics: Valid 169.0; Mean 6.171597633136095; StDev 2.2066237793978134; Max. 10.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:nud9/0RXmj8ce0TbHvkQLw==

f7014105 Location:

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

Variable Format: numeric

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

f7014105 Location:

Summary Statistics: Max. 5.0; StDev 0.8379976537107279; Valid 169.0; Min. 1.0; Mean 3.011834319526627

Variable Format: numeric

Notes: UNF:6:mR1Oc4bIPlNiLN8PyrgXfQ==

f7014105 Location:

Summary Statistics: Valid 169.0; StDev 0.8201120816266388; Min. 1.0; Mean 3.0059171597633134; Max. 5.0

Variable Format: numeric

Notes: UNF:6:JeFMy++cGs91G1EeLwL6pQ==

f7014105 Location:

Summary Statistics: Min. 1.0; Mean 3.0828402366863905; StDev 0.9784591770884022; Valid 169.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:DJ4aZHAExl2IQF5WTu2pKQ==

f7014105 Location:

Summary Statistics: Mean 2.9408284023668636; StDev 0.9740938524979088; Min. 1.0; Max. 5.0; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:z2gwbonBZPHyTDMKKuQ7oQ==

f7014105 Location:

Summary Statistics: StDev 0.9166826761582588; Max. 5.0; Valid 169.0; Mean 2.5798816568047336; Min. 1.0

Variable Format: numeric

Notes: UNF:6:2bLlz06izIJLKRW3g7bcBg==

f7014105 Location:

Summary Statistics: Max. 5.0; Mean 3.4260355029585794; StDev 0.9106690495342731; Valid 169.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:cNFnjRM8YBHoJu9KNC/Daw==

f7014105 Location:

Summary Statistics: StDev 19.113348481264186; Max. 93.0; Min. 13.0; Valid 169.0; Mean 56.337278106508876;

Variable Format: numeric

Notes: UNF:6:lNnRLtVwCBk3AlLjYLEkVw==

f7014105 Location:

Summary Statistics: StDev 19.941268725077073; Max. 92.0; Valid 169.0; Mean 52.023668639053255; Min. 15.0

Variable Format: numeric

Notes: UNF:6:zX+P7SKQM1xs0fy8DNaLSg==

f7014105 Location:

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

Variable Format: numeric

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

f7014105 Location:

Summary Statistics: Mean 3.42603550295858; Max. 5.0; Valid 169.0; StDev 0.884137472433223; Min. 1.0

Variable Format: numeric

Notes: UNF:6:cIYYfTuiepH3q+HSutOYaQ==

f7014105 Location:

Summary Statistics: Valid 169.0; Min. 2.0; Mean 3.757396449704142; Max. 5.0; StDev 0.7280651725384969

Variable Format: numeric

Notes: UNF:6:ZfPcO145BdZ9DHGWBgakdQ==

f7014105 Location:

Summary Statistics: Min. 1.0; Valid 169.0; Mean 3.4674556213017746; Max. 5.0; StDev 1.0580502224924992

Variable Format: numeric

Notes: UNF:6:/Xyx3HnOiHwtCCMbnmbR8w==

f7014105 Location:

Summary Statistics: Valid 169.0; Max. 5.0; StDev 0.9217786963586114; Min. 2.0; Mean 3.680473372781065

Variable Format: numeric

Notes: UNF:6:X8XPRQnIE4DJbeUdcPuB1A==

f7014105 Location:

Summary Statistics: Mean 66.50887573964496; StDev 19.2329449318695; Min. 18.0; Valid 169.0; Max. 97.0

Variable Format: numeric

Notes: UNF:6:exxgEcG1kOxYiJt1G0dniA==

f7014105 Location:

Summary Statistics: Valid 169.0; Max. 97.0; Min. 21.0; StDev 20.0730491820691; Mean 63.96449704142012

Variable Format: numeric

Notes: UNF:6:1zYohbvTFziUMALubURGQQ==

f7014105 Location:

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

Variable Format: numeric

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

f7014105 Location:

Summary Statistics: Max. 5.0; Mean 2.869047619047619; StDev 0.808336236211602; Valid 168.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:tVLdfk/UpTGA+ar1jC4RUA==

f7014105 Location:

Summary Statistics: Mean 3.1845238095238093; Min. 1.0; StDev 0.8236030157627052; Max. 5.0; Valid 168.0

Variable Format: numeric

Notes: UNF:6:3t1mdQHC5tA2ZVUWKzEnyg==

f7014105 Location:

Summary Statistics: Valid 168.0; StDev 0.8557159494493503; Max. 5.0; Min. 1.0; Mean 2.7857142857142856;

Variable Format: numeric

Notes: UNF:6:gTDrj6m4g+BO/Fe2G3aLEA==

f7014105 Location:

Summary Statistics: StDev 0.8511846187542862; Mean 3.244047619047619; Max. 5.0; Valid 168.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:EEmRt6i9AnJu5dCfmV22Xg==

f7014105 Location:

Summary Statistics: Mean 3.1183431952662723; Valid 169.0; Min. 1.0; StDev 0.7304317709355953; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:SgsamOVO0ou3eyTTx8DUEg==

f7014105 Location:

Summary Statistics: Min. 17.0; Valid 168.0; StDev 16.593505304975338; Max. 91.0; Mean 57.19642857142857

Variable Format: numeric

Notes: UNF:6:GjZHvNpE3Z7oOjtASD6dtQ==

f7014105 Location:

Summary Statistics: StDev 12.775485029989245; Valid 169.0; Min. 11.0; Max. 80.0; Mean 53.96449704142012

Variable Format: numeric

Notes: UNF:6:2el7F5bQd0KJvkN2MALtpA==

f7014105 Location:

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

Variable Format: numeric

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

f7014105 Location:

Summary Statistics: StDev 1.0215003413161938; Mean 3.1479289940828403; Max. 5.0; Valid 169.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:kBvTesHfybh7szJnyfD6KA==

f7014105 Location:

Summary Statistics: Min. 1.0; Mean 2.8698224852071004; Max. 5.0; Valid 169.0; StDev 1.0210175091619214

Variable Format: numeric

Notes: UNF:6:qgMWuqdzv4tkzhooG3/GcQ==

f7014105 Location:

Summary Statistics: StDev 0.9990133199373414; Mean 2.911242603550296; Valid 169.0; Min. 1.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:kbbn9dVsVB43VaUVCOh+Gw==

f7014105 Location:

Summary Statistics: StDev 1.0061798341010944; Max. 5.0; Valid 169.0; Min. 1.0; Mean 3.106508875739645

Variable Format: numeric

Notes: UNF:6:0X7lkZJ2sUXfZAbr9FtCNA==

f7014105 Location:

Summary Statistics: Min. 1.0; Max. 5.0; StDev 0.957656278599094; Valid 167.0; Mean 2.7844311377245505

Variable Format: numeric

Notes: UNF:6:RwzYMZ7wNqeHmmhRJBdBKQ==

f7014105 Location:

Summary Statistics: Max. 5.0; Mean 3.2574850299401197; Valid 167.0; StDev 0.9566764246081598; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:zaAZTfGBnY2rddN32gIZvQ==

f7014105 Location:

Summary Statistics: Valid 167.0; Min. 5.0; Max. 98.0; Mean 55.41916167664671; StDev 20.962194697166037

Variable Format: numeric

Notes: UNF:6:HyMAv1WcYDB+GgJqiQ3vHA==

f7014105 Location:

Summary Statistics: Mean 50.1715976331361; Max. 96.0; Valid 169.0; StDev 20.030040485159734; Min. 11.0

Variable Format: numeric

Notes: UNF:6:ab8buNKxx07cvJscFNO/fg==

f7014105 Location:

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

Variable Format: numeric

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

f7014105 Location:

Summary Statistics: Mean 2.5147928994082838; Max. 5.0; Valid 169.0; StDev 1.1239095714118579; Min. 1.0

Variable Format: numeric

Notes: UNF:6:bxUHxI54hsFVaL8+5iZl4A==

f7014105 Location:

Summary Statistics: Max. 5.0; Mean 3.50887573964497; StDev 1.1186638671033828; Valid 169.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:oWM/bXA9UjFh10n++0BvXg==

f7014105 Location:

Summary Statistics: Max. 5.0; Min. 2.0; StDev 0.7042618720662956; Mean 3.42603550295858; Valid 169.0

Variable Format: numeric

Notes: UNF:6:rPzy6tHOCbsRvNeiYMaCJQ==

f7014105 Location:

Summary Statistics: Mean 3.3254437869822486; Max. 5.0; Min. 2.0; Valid 169.0; StDev 0.6505519255472183

Variable Format: numeric

Notes: UNF:6:l67K50usSVUzJeBLmbeQrQ==

f7014105 Location:

Summary Statistics: Mean 3.2071005917159763; StDev 0.8300583717639156; Min. 1.0; Max. 5.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:lt265gbsk4FFDtoNP/2oqA==

f7014105 Location:

Summary Statistics: Max. 5.0; Mean 2.8165680473372783; Valid 169.0; Min. 1.0; StDev 0.8497675083566464

Variable Format: numeric

Notes: UNF:6:8jzR01PlomOS+ib+4K69Bw==

f7014105 Location:

Summary Statistics: Max. 5.0; Valid 169.0; Mean 2.656804733727811; StDev 1.035370518439485; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:aUmnKFb/d0E8yQ+2cBS8lg==

f7014105 Location:

Summary Statistics: StDev 1.0228441719325343; Min. 1.0; Mean 3.378698224852071; Max. 5.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:eoDeZ1nU29gM6w1jPPU8Fg==

f7014105 Location:

Summary Statistics: StDev 15.90456305255799; Max. 92.0; Min. 16.0; Mean 59.8562874251497; Valid 167.0

Variable Format: numeric

Notes: UNF:6:Wt7GTfCujkwmscQ+6ax5TA==

f7014105 Location:

Summary Statistics: Min. 14.0; Valid 169.0; StDev 16.19932112996872; Max. 91.0; Mean 56.6094674556213;

Variable Format: numeric

Notes: UNF:6:Ep307gGGwt0OUndRXGOabw==

f7014105 Location:

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

Variable Format: numeric

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

f7014105 Location:

Summary Statistics: Valid 169.0; StDev 0.8001567189408335; Mean 2.7514792899408285; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:+h/Ki4nurOeF02vfsjB/rg==

f7014105 Location:

Summary Statistics: Valid 169.0; Mean 3.301775147928994; Min. 2.0; StDev 0.930979602660109; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:P3smJjspPZMqSfjuvn4INA==

f7014105 Location:

Summary Statistics: Max. 4.0; StDev 0.9269986897860385; Valid 169.0; Min. 1.0; Mean 2.7159763313609466

Variable Format: numeric

Notes: UNF:6:vJoOtsyaWjtJD2leRgvFnw==

f7014105 Location:

Summary Statistics: Max. 5.0; Mean 2.887573964497041; StDev 0.7748421702785206; Min. 1.0; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:GGvyn0FjkSFnAOWg9R1/aA==

f7014105 Location:

Summary Statistics: Mean 2.9585798816568047; StDev 0.7266609020014798; Max. 4.0; Valid 169.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:EPsklCUFeSHMAHD3W+E7+g==

f7014105 Location:

Summary Statistics: Min. 1.0; Mean 3.3254437869822486; Valid 169.0; Max. 5.0; StDev 0.7117240625175792

Variable Format: numeric

Notes: UNF:6:u/Py1ItV2AH/vJfySJjmTA==

f7014105 Location:

Summary Statistics: Mean 50.349112426035504; Min. 13.0; Max. 78.0; Valid 169.0; StDev 12.836518397317324

Variable Format: numeric

Notes: UNF:6:85lYzLFvb3iyCdmcx+3m6g==

f7014105 Location:

Summary Statistics: StDev 12.949271920837754; Min. 13.0; Mean 48.02958579881657; Valid 169.0; Max. 80.0;

Variable Format: numeric

Notes: UNF:6:297g2l9/8ADGF2YgBO19Cw==

f7014105 Location:

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

Variable Format: numeric

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

f7014105 Location:

Summary Statistics: Valid 169.0; Max. 4.0; Mean 2.668639053254438; StDev 0.8571956872983586; Min. 1.0

Variable Format: numeric

Notes: UNF:6:kzu74/hk0uyec9fJFTzo3A==

f7014105 Location:

Summary Statistics: Max. 4.0; Min. 1.0; Valid 168.0; StDev 0.6863106011361197; Mean 2.4107142857142856

Variable Format: numeric

Notes: UNF:6:lGfry90la4oyeEj8ZvvmQg==

f7014105 Location:

Summary Statistics: Max. 4.0; StDev 0.688307164142482; Mean 2.130952380952381; Min. 1.0; Valid 168.0

Variable Format: numeric

Notes: UNF:6:+HmmArgJTmwhHnQhW4EShQ==

f7014105 Location:

Summary Statistics: StDev 0.8400546078400383; Mean 3.195266272189349; Valid 169.0; Min. 1.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:4bnkG9SwSEwNlgUwzsf7uQ==

f7014105 Location:

Summary Statistics: StDev 0.8358092270139647; Mean 2.834319526627219; Min. 1.0; Valid 169.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:Uio+3sLUqBgTP1fD7ta45g==

f7014105 Location:

Summary Statistics: Mean 3.603550295857988; Min. 1.0; Valid 169.0; Max. 5.0; StDev 0.8878742330450122

Variable Format: numeric

Notes: UNF:6:ILSNpcyKUo6hbcQqT/Z/bg==

f7014105 Location:

Summary Statistics: StDev 0.8921482110859241; Max. 5.0; Valid 169.0; Min. 1.0; Mean 2.443786982248521;

Variable Format: numeric

Notes: UNF:6:cmHgJL33Wt7d0O01j6k/YA==

f7014105 Location:

Summary Statistics: Mean 40.41071428571429; Min. 0.0; StDev 16.663032466623438; Max. 89.0; Valid 168.0;

Variable Format: numeric

Notes: UNF:6:I57qbJx+rd/Z9LknAyDm5w==

f7014105 Location:

Summary Statistics: Max. 80.0; StDev 16.63248890683054; Min. 4.0; Mean 37.43195266272189; Valid 169.0

Variable Format: numeric

Notes: UNF:6:J5w8gL2nar1q5aSbuGw3HA==

f7014105 Location:

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

Variable Format: numeric

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

f7014105 Location:

Summary Statistics: StDev 1.032236122050211; Valid 169.0; Min. 1.0; Max. 5.0; Mean 2.4142011834319526

Variable Format: numeric

Notes: UNF:6:UGtbpZQbt2JQ+t9VADIdtA==

f7014105 Location:

Summary Statistics: Min. 1.0; Mean 3.6272189349112427; Max. 5.0; StDev 1.056484491861615; Valid 169.0

Variable Format: numeric

Notes: UNF:6:lD9QEXmrBUWKUjczFTuibA==

f7014105 Location:

Summary Statistics: Valid 169.0; StDev 1.1308763747798525; Min. 1.0; Mean 2.970414201183432; Max. 5.0

Variable Format: numeric

Notes: UNF:6:mv8iFCckgdCWvf+sj3yPwg==

f7014105 Location:

Summary Statistics: Valid 169.0; Max. 5.0; Mean 3.035502958579882; Min. 1.0; StDev 1.1280698387081802;

Variable Format: numeric

Notes: UNF:6:aAcoTxgQd93KIXWlwOv9gQ==

f7014105 Location:

Summary Statistics: Mean 3.8402366863905324; Max. 5.0; StDev 0.6667547138251085; Min. 2.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:aic9VHYdhgBws0VHirQFeA==

f7014105 Location:

Summary Statistics: StDev 0.8443620722777377; Valid 169.0; Mean 3.662721893491124; Min. 1.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:vR7G9TL15g5fC+UlKSJd6w==

f7014105 Location:

Summary Statistics: Max. 5.0; Mean 2.7159763313609466; Valid 169.0; StDev 1.0532457314724961; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:m7ml//nx8HmkIyWXra6nQg==

f7014105 Location:

Summary Statistics: StDev 0.89076537163784; Mean 3.1479289940828403; Valid 169.0; Max. 5.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:VmN8JSd0Yoj12MGtO9U+dg==

f7014105 Location:

Summary Statistics: Valid 169.0; StDev 1.145789946410833; Mean 3.1952662721893494; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:FNp34dr5r7f0sRTKgS2n7g==

f7014105 Location:

Summary Statistics: Max. 5.0; Valid 169.0; StDev 0.6048782621582289; Min. 1.0; Mean 1.4319526627218935

Variable Format: numeric

Notes: UNF:6:YUMFGyCbFNGUR+crxbBXMA==

f7014105 Location:

Summary Statistics: StDev 15.180266011848282; Mean 54.46153846153847; Min. 14.0; Valid 169.0; Max. 95.0;

Variable Format: numeric

Notes: UNF:6:ei10raaZ+jC+6/2fCuK64Q==

f7014105 Location:

Summary Statistics: Max. 90.0; Min. 21.0; Mean 52.70414201183432; Valid 169.0; StDev 14.76063117693879

Variable Format: numeric

Notes: UNF:6:9Flih6ZatVQxwKEiLOpkLw==

f7014105 Location:

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

Variable Format: numeric

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

f7014105 Location:

Summary Statistics: Valid 168.0; Mean 3.6904761904761907; Max. 5.0; Min. 2.0; StDev 0.9218075250301278

Variable Format: numeric

Notes: UNF:6:5v8t4EV9ogt0RXgqfcdGKA==

f7014105 Location:

Summary Statistics: StDev 0.8809047834651011; Mean 3.7159763313609466; Min. 1.0; Max. 5.0; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:5gbJkqMh0T3NQkeAwZjGGA==

f7014105 Location:

Summary Statistics: Valid 169.0; Min. 1.0; StDev 1.0078237198657494; Max. 5.0; Mean 3.5976331360946743

Variable Format: numeric

Notes: UNF:6:HIBQ0ET9ZQChQ9mQ840KJA==

f7014105 Location:

Summary Statistics: StDev 0.917949741133529; Valid 169.0; Min. 1.0; Mean 2.2485207100591715; Max. 4.0;

Variable Format: numeric

Notes: UNF:6:C0b4hwQQurAvjiVML2N02g==

f7014105 Location:

Summary Statistics: StDev 0.9322272357358045; Max. 5.0; Min. 2.0; Mean 3.7692307692307687; Valid 169.0

Variable Format: numeric

Notes: UNF:6:aIpgbVMBPfVILrgUR6G09Q==

f7014105 Location:

Summary Statistics: Valid 169.0; Mean 2.319526627218935; Min. 1.0; StDev 0.9720669011434735; Max. 5.0

Variable Format: numeric

Notes: UNF:6:tvqqTClX8O07AE8EzkMsxg==

f7014105 Location:

Summary Statistics: Max. 5.0; Mean 3.710059171597633; Min. 1.0; StDev 0.9598886945899984; Valid 169.0

Variable Format: numeric

Notes: UNF:6:VjzTie9RmUFpWKxw4gs7xg==

f7014105 Location:

Summary Statistics: StDev 19.535023091652604; Max. 98.0; Min. 21.0; Mean 69.35928143712576; Valid 167.0

Variable Format: numeric

Notes: UNF:6:YNKuLFcsjhm22N/daf0HlQ==

f7014105 Location:

Summary Statistics: Valid 169.0; StDev 18.89663382177652; Mean 66.97633136094674; Min. 22.0; Max. 99.0

Variable Format: numeric

Notes: UNF:6:aq3Ya52QeKS2XQZM6DsOKQ==

f7014105 Location:

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

Variable Format: numeric

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

f7014105 Location:

Summary Statistics: Valid 169.0; Mean 2.988165680473373; StDev 1.0689790728077289; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:DeAdw58yfMo57YLgq6iDJw==

f7014105 Location:

Summary Statistics: Min. 1.0; Mean 3.0473372781065087; Max. 5.0; Valid 169.0; StDev 1.0624021013025478;

Variable Format: numeric

Notes: UNF:6:OB6MoFO10BqqMVS5V1dUUA==

f7014105 Location:

Summary Statistics: Mean 2.4911242603550297; Valid 169.0; StDev 0.780097240544762; Max. 4.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:rt2yMzp8KA1Sfs0T5OYDWg==

f7014105 Location:

Summary Statistics: Max. 5.0; Valid 169.0; StDev 0.794014662525471; Min. 2.0; Mean 3.544378698224852;

Variable Format: numeric

Notes: UNF:6:G+EduzWSLPyxMIPWcwAdHw==

f7014105 Location:

Summary Statistics: Min. 1.0; Valid 169.0; StDev 0.8286569266330422; Mean 1.834319526627219; Max. 4.0

Variable Format: numeric

Notes: UNF:6:1NNaRJtlPmpMm0n5vJLdLw==

f7014105 Location:

Summary Statistics: Mean 4.195266272189349; Max. 5.0; Valid 169.0; StDev 0.8329387626041416; Min. 2.0;

Variable Format: numeric

Notes: UNF:6:i+RrqSHUgvrRYMTiL7NBKA==

f7014105 Location:

Summary Statistics: Valid 169.0; Min. 1.0; Max. 5.0; Mean 3.4201183431952664; StDev 0.7912151505645932

Variable Format: numeric

Notes: UNF:6:nzPyhS/cNw6n2lquvOchIw==

f7014105 Location:

Summary Statistics: Mean 64.75; Valid 168.0; StDev 16.028324479768386; Max. 97.0; Min. 27.0;

Variable Format: numeric

Notes: UNF:6:Wyp7VgOl0702ItDn76yCvg==

f7014105 Location:

Summary Statistics: Mean 63.35502958579882; Valid 169.0; StDev 17.274171854047502; Max. 96.0; Min. 24.0;

Variable Format: numeric

Notes: UNF:6:jMVXyZfBrN/7GG1NfJ7IqQ==

f7014105 Location:

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

Variable Format: numeric

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

f7014105 Location:

Summary Statistics: StDev 1.0979758009159455; Mean 3.2366863905325447; Max. 5.0; Valid 169.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:qh0uoQPvA3kuRLOZ/DeeUw==

f7014105 Location:

Summary Statistics: Valid 169.0; Min. 2.0; Mean 3.769230769230769; Max. 5.0; StDev 0.681385143869247

Variable Format: numeric

Notes: UNF:6:ADS5vSEDwHhssEsM6LatLA==

f7014105 Location:

Summary Statistics: Valid 169.0; Min. 1.0; StDev 0.931433480774012; Max. 5.0; Mean 3.2071005917159763

Variable Format: numeric

Notes: UNF:6:AO+UgWPJ/Bp5n7+VHoEsBA==

f7014105 Location:

Summary Statistics: StDev 0.9220461277547469; Valid 169.0; Min. 2.0; Mean 3.408284023668639; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:n/eqOnEU52AdB+8FpckrbQ==

f7014105 Location:

Summary Statistics: Mean 62.218934911242606; Min. 18.0; Max. 97.0; StDev 19.397609604862218; Valid 169.0

Variable Format: numeric

Notes: UNF:6:iAwtFmSShDCbopx14NWdYQ==

f7014105 Location:

Summary Statistics: StDev 20.95931029593173; Max. 96.0; Mean 59.57988165680474; Valid 169.0; Min. 16.0

Variable Format: numeric

Notes: UNF:6:n/n0AioS2fLZqLxfWWEFNA==

f7014105 Location:

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

Variable Format: numeric

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

f7014105 Location:

Summary Statistics: StDev 0.7623316992039342; Min. 1.0; Max. 4.0; Mean 1.8816568047337277; Valid 169.0

Variable Format: numeric

Notes: UNF:6:jM1O61xnzJ7G53+ut3dTUA==

f7014105 Location:

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

Variable Format: numeric

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

f7014105 Location:

Summary Statistics: Valid 169.0; Max. 9.0; Min. 1.0; StDev 2.0470652628766364; Mean 5.384615384615385;

Variable Format: numeric

Notes: UNF:6:J1g1nBflSFr10WoeEjYawg==

f7014105 Location:

Summary Statistics: StDev 1.662872548122363; Max. 8.0; Valid 169.0; Min. 1.0; Mean 4.739644970414201

Variable Format: numeric

Notes: UNF:6:+3RfFNfzg2jcmDXBi/x4Cw==

f7014105 Location:

Summary Statistics: Mean 4.834319526627219; StDev 1.613486587711091; Valid 169.0; Min. 1.0; Max. 9.0

Variable Format: numeric

Notes: UNF:6:Zq363bAtFX7RWuiVZ0NKSg==

f7014105 Location:

Summary Statistics: Min. 1.0; StDev 1.6946786587878968; Valid 169.0; Max. 8.0; Mean 5.094674556213017

Variable Format: numeric

Notes: UNF:6:XP2z/7fX0FclNZHaZdMp0g==

f7014105 Location:

Summary Statistics: Min. 1.0; Mean 5.8047337278106514; StDev 2.141645191226983; Max. 10.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:slxyMt9GumSNb9nvHlGDJw==

f7014105 Location:

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

Variable Format: numeric

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

f7014105 Location:

Summary Statistics: Mean 3.0421686746987953; Max. 5.0; Min. 1.0; StDev 1.119266045436618; Valid 166.0

Variable Format: numeric

Notes: UNF:6:dQqyiXjisnm4vonrCy63tw==

f7014105 Location:

Summary Statistics: Valid 166.0; StDev 1.0781103910704417; Min. 1.0; Mean 3.036144578313253; Max. 5.0

Variable Format: numeric

Notes: UNF:6:3UFarvSSub/MpHpIAuYqqQ==

f7014105 Location:

Summary Statistics: Min. 2.0; Mean 3.508771929824561; Valid 57.0; StDev 0.8264123628574959; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:gSgpGWlyTqqe0G1OdqZWfw==

f7014105 Location:

Summary Statistics: Max. 5.0; Min. 1.0; StDev 1.0548848064538696; Mean 2.6842105263157894; Valid 57.0

Variable Format: numeric

Notes: UNF:6:T91eSnI8XBlFpJdVHpRMcA==

f7014105 Location:

Summary Statistics: Min. 1.0; Valid 57.0; Max. 5.0; StDev 1.0548848064538696; Mean 3.3157894736842106;

Variable Format: numeric

Notes: UNF:6:mOp6208rHFx679fpiO2FtQ==

f7014105 Location:

Summary Statistics: Max. 5.0; Valid 87.0; Min. 2.0; StDev 0.824154204239521; Mean 3.8275862068965516;

Variable Format: numeric

Notes: UNF:6:huXijgyya86f7ZoteDcqlg==

f7014105 Location:

Summary Statistics: Max. 5.0; Mean 3.280701754385965; StDev 1.1915533973544228; Min. 1.0; Valid 57.0

Variable Format: numeric

Notes: UNF:6:4+3RJAykG2iqGS6GqMuOKg==

f7014105 Location:

Summary Statistics: Min. 1.0; Max. 5.0; StDev 1.0308523859428222; Valid 57.0; Mean 3.280701754385965;

Variable Format: numeric

Notes: UNF:6:COzi5xOHmhpG3cFoFqxHCA==

f7014105 Location:

Summary Statistics: Max. 5.0; Min. 1.0; Mean 2.7719298245614037; StDev 1.0180082770441137; Valid 57.0;

Variable Format: numeric

Notes: UNF:6:xea0nWpkFmxX7UUrz/8+Ig==

f7014105 Location:

Summary Statistics: Min. 2.0; Mean 3.7017543859649122; StDev 0.8229934967782847; Max. 5.0; Valid 57.0

Variable Format: numeric

Notes: UNF:6:63VTExCszQRBGW2oFhYtCQ==

f7014105 Location:

Summary Statistics: Mean 2.473684210526316; Valid 57.0; StDev 0.8473754261140422; Max. 4.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:l2S4jZEeBjYBt+NnWab6BQ==

f7014105 Location:

Summary Statistics: Mean 2.9; Min. 2.0; Max. 4.0; Valid 40.0; StDev 0.7089175569585666

Variable Format: numeric

Notes: UNF:6:B0khHFBYSzsqodndXscF1g==

f7014105 Location:

Summary Statistics: Valid 39.0; Min. 2.0; StDev 0.849704243219174; Max. 5.0; Mean 3.58974358974359;

Variable Format: numeric

Notes: UNF:6:JO7mlV7d+sXajBnx9669Zg==

f7014105 Location:

Summary Statistics: Mean 3.292682926829268; StDev 0.7156780854205468; Max. 4.0; Min. 1.0; Valid 41.0;

Variable Format: numeric

Notes: UNF:6:MBCHF9YrCn/Ni09gYAX0mg==

f7014105 Location:

Summary Statistics: Mean 3.1219512195121952; StDev 0.7481684954346685; Valid 41.0; Max. 4.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:m+BZQe9gmVSZ8Q746Tl9zg==

f7014105 Location:

Summary Statistics: Max. 5.0; StDev 0.8013549330876435; Min. 1.0; Mean 2.763779527559055; Valid 127.0;

Variable Format: numeric

Notes: UNF:6:eP3ARhr3f8gpyEN8ICQrTQ==

f7014105 Location:

Summary Statistics: Valid 127.0; Min. 2.0; Mean 3.322834645669291; Max. 5.0; StDev 0.7754352568205224

Variable Format: numeric

Notes: UNF:6:3xcjuSbIGacoROuBxf4UkQ==

f7014105 Location:

Summary Statistics: Max. 5.0; Mean 3.051546391752577; Min. 1.0; Valid 97.0; StDev 0.870478005904162

Variable Format: numeric

Notes: UNF:6:8GaEZU7QT2YfDm71m7Edpg==

f7014105 Location:

Summary Statistics: Valid 97.0; StDev 0.8657773655711938; Mean 3.020618556701031; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:9u7lWbKWStlfxE2DHSHAbQ==

f7014105 Location:

Summary Statistics: StDev 0.8579274554997895; Max. 5.0; Valid 97.0; Min. 1.0; Mean 3.1855670103092786

Variable Format: numeric

Notes: UNF:6:9JrwYeAZynUWNyyz2Bz6KA==

f7014105 Location:

Summary Statistics: Mean 2.8144329896907214; StDev 0.8456986375577357; Min. 1.0; Valid 97.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:ue6FhVIW/SKSld8w8/lINA==

f7014105 Location:

Summary Statistics: StDev 0.8573013680957425; Mean 3.2577319587628866; Min. 1.0; Valid 97.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:/QckrFgR7d0GmCPnR46SLg==

f7014105 Location:

Summary Statistics: Valid 97.0; Min. 1.0; Max. 5.0; StDev 0.6633832373429622; Mean 3.5051546391752577;

Variable Format: numeric

Notes: UNF:6:GvQFEDRsMY3dYdr6J4S7IA==

f7014105 Location:

Summary Statistics: Valid 97.0; Min. 1.0; Max. 4.0; StDev 0.7612275309996935; Mean 2.0618556701030926

Variable Format: numeric

Notes: UNF:6:6Nt2fpqXLRvC0o5yPGsUqA==

f7014105 Location:

Summary Statistics: Valid 97.0; Max. 5.0; StDev 0.7454040164677959; Mean 4.082474226804123; Min. 2.0;

Variable Format: numeric

Notes: UNF:6:xEmkwclnr2cdADrNhdujPg==

f7014105 Location:

Summary Statistics: Max. 5.0; Mean 3.154639175257732; Valid 97.0; StDev 0.8458256098034108; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:Yu8KfFtbHNvvR96WtHWpbQ==

f7014105 Location:

Summary Statistics: Valid 97.0; StDev 0.8334192395583259; Max. 5.0; Mean 2.845360824742268; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:kQHOY+94GY9kxlLpnFB+Ag==

f7014105 Location:

Summary Statistics: Max. 5.0; StDev 0.7633406863494351; Min. 2.0; Mean 3.443298969072165; Valid 97.0

Variable Format: numeric

Notes: UNF:6:Cp6pSuS3qtIzWJeM1UtoJQ==

f7014105 Location:

Summary Statistics: Max. 4.0; Valid 97.0; Min. 1.0; StDev 0.7404895288037777; Mean 2.6288659793814433;

Variable Format: numeric

Notes: UNF:6:AeVANeIWK/G8J+ZHXVultQ==

f7014105 Location:

Summary Statistics: Max. 5.0; Mean 3.556701030927835; StDev 0.7066510242708867; Valid 97.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:+gNZuIG4/1LG+C8BiAfe7g==

f7014105 Location:

Summary Statistics: Max. 5.0; Min. 1.0; StDev 0.732469813365308; Valid 97.0; Mean 2.5876288659793816;

Variable Format: numeric

Notes: UNF:6:/81NWJ8fP4refZwvO9kMPw==

f7014105 Location:

Summary Statistics: Min. 1.0; Mean 2.9887640449438204; StDev 0.9353460956739716; Max. 5.0; Valid 89.0

Variable Format: numeric

Notes: UNF:6:iCnz5VMM3uammj+sjVH3Sg==

f7014105 Location:

Summary Statistics: Valid 89.0; Max. 5.0; StDev 0.9278078329440413; Min. 1.0; Mean 3.191011235955056

Variable Format: numeric

Notes: UNF:6:yPFTP2T5JT/1RrFR7B6/zQ==

f7014105 Location:

Summary Statistics: Valid 89.0; Mean 3.5280898876404496; Min. 1.0; Max. 5.0; StDev 0.8930271252172858

Variable Format: numeric

Notes: UNF:6:SBrXCvhBjGastNt/d1s13Q==

f7014105 Location:

Summary Statistics: StDev 0.8544481938870091; Max. 4.0; Valid 89.0; Mean 2.50561797752809; Min. 1.0

Variable Format: numeric

Notes: UNF:6:4Li75EH0UB+8txXyJ0zKOA==

f7014105 Location:

Summary Statistics: Max. 5.0; Mean 3.640449438202247; StDev 0.8012375514737969; Min. 2.0; Valid 89.0;

Variable Format: numeric

Notes: UNF:6:85jrrbmymFJiKpXnmnyV1g==

f7014105 Location:

Summary Statistics: StDev 0.988829334365923; Valid 89.0; Max. 5.0; Mean 3.235955056179775; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:zvLELHW29/eOlzCyOi7WnQ==

f7014105 Location:

Summary Statistics: Mean 2.9213483146067416; Valid 89.0; StDev 0.944177360807756; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:fITCvHTI302Fw3qfEa/Ryw==

f7014105 Location:

Summary Statistics: Mean 3.01123595505618; StDev 0.982741781752274; Min. 1.0; Valid 89.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:QsihaUyK/OmlRTri+g19iA==

f7014105 Location:

Summary Statistics: Valid 89.0; StDev 0.9988502072211739; Min. 1.0; Mean 3.157303370786517; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:8IaSLWLhTlzQoKyq50dOYA==

f7014105 Location:

Summary Statistics: Max. 4.0; StDev 0.9293203772845852; Mean 2.0; Valid 89.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:4vvFou6XMS1pl5XbKepb+A==

f7014105 Location:

Summary Statistics: Min. 2.0; Valid 89.0; StDev 0.9193749264378566; Max. 5.0; Mean 4.134831460674158

Variable Format: numeric

Notes: UNF:6:PWLZFOZS9aZDQf5sf10UVw==

f7014105 Location:

Summary Statistics: Min. 1.0; Max. 5.0; Valid 89.0; Mean 2.7303370786516856; StDev 0.9625256188304838;

Variable Format: numeric

Notes: UNF:6:0/C6pBMCzZoGY+RKZ//vIg==

f7014105 Location:

Summary Statistics: Max. 5.0; Mean 3.404494382022472; Valid 89.0; StDev 0.9737357902288613; Min. 1.0

Variable Format: numeric

Notes: UNF:6:iVjeniX2phIdSLJMD5i0CA==

f7014105 Location:

Summary Statistics: Max. 5.0; StDev 1.0219636066784035; Mean 3.1136363636363638; Min. 1.0; Valid 88.0

Variable Format: numeric

Notes: UNF:6:rhsm3lmvQtVKSfTqQ2ZDxw==

f7014105 Location:

Summary Statistics: Max. 5.0; Min. 1.0; Valid 89.0; StDev 0.7848150273603217; Mean 2.348314606741573;

Variable Format: numeric

Notes: UNF:6:G2n4fnxMHyJh6XF5iYb4Xg==

f7014105 Location:

Summary Statistics: Mean 3.7752808988764044; Min. 2.0; StDev 0.7797553373387541; Max. 5.0; Valid 89.0

Variable Format: numeric

Notes: UNF:6:GLAek0MfVBKzyoDcDe6I1Q==

f7014105 Location:

Summary Statistics: StDev 0.853551135168417; Max. 5.0; Min. 1.0; Valid 89.0; Mean 2.460674157303371;

Variable Format: numeric

Notes: UNF:6:W0K3rfYYkQBx2G7r/kXNGg==

f7014105 Location:

Summary Statistics: StDev 0.8291176993324115; Min. 2.0; Max. 5.0; Mean 3.640449438202247; Valid 89.0;

Variable Format: numeric

Notes: UNF:6:rBwcmslDKK+4PgoOLb6cwQ==

f7014105 Location:

Variable Format: character

Notes: UNF:6:8IMF1z68nGIqSWq8SdsloA==

f7012883 Location:

Variable Format: character

Notes: UNF:6:xeYRLCpAX5VuIom32j26jQ==

f7012883 Location:

Variable Format: character

Notes: UNF:6:Kul0IGw5uyRTlyxmysPW5Q==

f7012883 Location:

Summary Statistics: StDev 0.3239739857159554; Valid 169.0; Max. 1.0; Mean 0.11834319526627221; Min. 0.0

Variable Format: numeric

Notes: UNF:6:hpm8nt1IaU+bauPiX8f59A==

f7012883 Location:

Summary Statistics: Max. 1.0; Mean 0.301775147928994; StDev 0.46039234985745564; Min. 0.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:Lv7HtWsuDf1WXzr3BwO0+g==

f7012883 Location:

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

Variable Format: numeric

Notes: UNF:6:W1D0tFSBHDuTGBkssn0qrA==

f7012883 Location:

Summary Statistics: Valid 169.0; Mean 0.2781065088757396; Min. 0.0; StDev 0.4493977059489116; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:/1P1xAEVwNC5MVt9Q0RQSg==

f7012883 Location:

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

Variable Format: numeric

Notes: UNF:6:HG8ZwyGXu888aE2WTsQbYg==

f7012883 Location:

Summary Statistics: Mean 0.24260355029585792; Valid 169.0; StDev 0.4299311575420129; Min. 0.0; Max. 1.0

Variable Format: numeric

Notes: UNF:6:7+51i5io+Rmoh4yi3q3ozA==

f7012883 Location:

Summary Statistics: Mean 0.3076923076923077; StDev 0.46291004988627543; Max. 1.0; Valid 169.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:kEYhU6pB2K1Pngy8vgsrzA==

f7012883 Location:

Summary Statistics: Valid 169.0; Mean 0.2958579881656805; Min. 0.0; StDev 0.4577838736245422; Max. 1.0;

Variable Format: numeric

Notes: UNF:6:hk7KFP1X62129pKHx3NRiQ==

f7012883 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Mean 0.301775147928994; StDev 0.4603923498574557; Valid 169.0

Variable Format: numeric

Notes: UNF:6:33OYNAIEL9Vdqyh6X9t5vQ==

f7012883 Location:

Summary Statistics: Valid 169.0; Max. 1.0; Min. 0.0; StDev 0.44939770594891154; Mean 0.2781065088757397

Variable Format: numeric

Notes: UNF:6:ybRrPMftTqW5AmJpp9V5Wg==

f7012883 Location:

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

Variable Format: numeric

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

f7012883 Location:

Summary Statistics: Max. 7.0; Valid 169.0; Mean 3.363116372971845; StDev 2.082305431620701; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:TBPQTGVZY8dhohPl0o02ZQ==

f7012883 Location:

Summary Statistics: Min. 1.0; Mean 3.291969566655582; Valid 169.0; Max. 7.0; StDev 1.7837952398853345

Variable Format: numeric

Notes: UNF:6:eOgOJQ3LarLGHFHgWWpwPQ==

f7012883 Location:

Summary Statistics: Mean 2.6926035507190864; StDev 1.0368250302116966; Valid 169.0; Min. 1.0; Max. 4.0

Variable Format: numeric

Notes: UNF:6:wdIS/Zb4/pBi6uuhvj668g==

f7012883 Location:

Summary Statistics: Min. 788.3633762767464; Mean 18771.384948477073; Max. 94277.96875; StDev 19380.142079133497; Valid 167.0;

Variable Format: numeric

Notes: UNF:6:viq7AXrb+hsBJAyLA2akZA==

f7012883 Location:

Summary Statistics: StDev 1.3102216435177285; Max. 5.0; Valid 169.0; Mean 2.6508875739644973; Min. 1.0

Variable Format: numeric

Notes: UNF:6:F6c7G7Zi54zemPxiymjNbQ==

f7012883 Location:

Summary Statistics: Min. 1.0; Mean 4.769230769230769; Valid 169.0; Max. 9.0; StDev 2.6947921556039818

Variable Format: numeric

Notes: UNF:6:7hqeKVyT86q9sgTl0zDG7g==

f7012883 Location:

Summary Statistics: Mean 0.20118343195266272; Min. 0.0; Valid 169.0; Max. 1.0; StDev 0.40207618409836754

Variable Format: numeric

Notes: UNF:6:Ta7fEvFQBdM+MIwJHNeHbg==

f7012883 Location:

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

Variable Format: numeric

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

f7012883 Location:

Summary Statistics: Mean 54.261350268409366; StDev 17.280651794279784; Min. 15.816326141357422; Valid 147.0; Max. 90.81632995605469

Variable Format: numeric

Notes: UNF:6:mkh5Q2E2jmeWQ3+LICeQ5A==

f7012883 Location:

Summary Statistics: Valid 169.0; Max. 86.55421447753906; Mean 54.75840413923094; StDev 15.110768115631519; Min. 23.06096649169922

Variable Format: numeric

Notes: UNF:6:2IFaChnOgQuOHDPNBUiX6A==

f7012883 Location:

Summary Statistics: Min. 1.3229166269302368; StDev 2.1808851561492077; Valid 169.0; Max. 9.85092544555664; Mean 6.165537104098755

Variable Format: numeric

Notes: UNF:6:P+QlVDilXHbsDXIcT4JMDw==

f7012883 Location:

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

Variable Format: numeric

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

f7012883 Location:

Summary Statistics: Valid 169.0; StDev 0.7772732708362033; Max. 4.599999904632568; Min. 1.286170482635498; Mean 3.046077159029492

Variable Format: numeric

Notes: UNF:6:QvGWcu5PO4sgf4xJFjjOyg==

f7012883 Location:

Summary Statistics: Mean 2.9539228423812682; Valid 169.0; StDev 0.7772732642811558; Max. 4.713829517364502; Min. 1.399999976158142;

Variable Format: numeric

Notes: UNF:6:sUmWcnSOm4uBQdpw6KN7eQ==

f7012883 Location:

Summary Statistics: Min. 1.2741013765335083; Max. 5.0; StDev 0.9536835117261204; Valid 169.0; Mean 3.10102780401354

Variable Format: numeric

Notes: UNF:6:JQgOm0LVUn13mY/e5LkBlg==

f7012883 Location:

Summary Statistics: Min. 1.0; Valid 169.0; Max. 4.725898742675781; Mean 2.898972197397221; StDev 0.9536835032300559

Variable Format: numeric

Notes: UNF:6:um6N1H7T0QVGPryTFGdeLA==

f7012883 Location:

Summary Statistics: Max. 4.647321701049805; Min. 1.1611111164093018; StDev 0.8588958458748804; Valid 169.0; Mean 2.5561145882634717

Variable Format: numeric

Notes: UNF:6:7UnuVwKIW6yGH8BCWv1AXg==

f7012883 Location:

Summary Statistics: StDev 0.8588958433045873; Valid 169.0; Max. 4.838889122009277; Mean 3.443885410325767; Min. 1.3526785373687744

Variable Format: numeric

Notes: UNF:6:BxXOsmioZ77lMunO0M0EYg==

f7012883 Location:

Summary Statistics: StDev 19.12416503789705; Valid 169.0; Mean 56.35208353862433; Max. 92.85129197845067; Min. 13.333333110809326

Variable Format: numeric

Notes: UNF:6:oSAea5gQZdzZ1qHYGux5mw==

f7012883 Location:

Summary Statistics: StDev 19.912308757856145; Max. 92.33898162841797; Valid 169.0; Mean 52.031112264599315; Min. 15.104637145996094

Variable Format: numeric

Notes: UNF:6:YYHmDLffojrd3xmboAzpPg==

f7012883 Location:

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

Variable Format: numeric

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

f7012883 Location:

Summary Statistics: Valid 169.0; Mean 3.4264162376787537; Max. 4.780092716217041; Min. 1.1818181276321411; StDev 0.8657941721776824

Variable Format: numeric

Notes: UNF:6:0Szv7QGykv+AvVz3aiJ6Hw==

f7012883 Location:

Summary Statistics: Max. 4.895833492279053; Min. 1.8482142686843872; Valid 169.0; StDev 0.6743122944704883; Mean 3.7370704130308163

Variable Format: numeric

Notes: UNF:6:GOar5bb359ih2sHfLkyaIQ==

f7012883 Location:

Summary Statistics: Max. 4.976190567016602; Valid 169.0; StDev 0.9879354690551726; Min. 1.1785714626312256; Mean 3.4284584268310363

Variable Format: numeric

Notes: UNF:6:Yubg6UY2eF622UI1hctiqQ==

f7012883 Location:

Summary Statistics: Valid 169.0; Mean 3.6587641627125485; Max. 4.97777795791626; Min. 1.5; StDev 0.8763838893665885

Variable Format: numeric

Notes: UNF:6:9M9KqK2Iqdw8nAnTq9zD4w==

f7012883 Location:

Summary Statistics: StDev 19.25289112903346; Mean 66.50286905671896; Max. 97.43055470784505; Min. 17.823660850524902; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:TujyCsC15imLctc9njaocg==

f7012883 Location:

Summary Statistics: Max. 97.32638549804688; Mean 63.96274348828919; Min. 21.0074405670166; Valid 169.0; StDev 20.090820450734537

Variable Format: numeric

Notes: UNF:6:YOY2XtuD2TZZ63y8jzvr7w==

f7012883 Location:

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

Variable Format: numeric

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

f7012883 Location:

Summary Statistics: Valid 168.0; Max. 4.75; Mean 2.840203095050085; StDev 0.774458940817884; Min. 1.297619104385376

Variable Format: numeric

Notes: UNF:6:NuEJESKxpbISnsQ6M0zGFQ==

f7012883 Location:

Summary Statistics: Min. 1.25; StDev 0.7744589441806256; Valid 168.0; Max. 4.702381134033203; Mean 3.1597969042403355

Variable Format: numeric

Notes: UNF:6:K97KGH3B5Wy8CVVRVIKLuA==

f7012883 Location:

Summary Statistics: StDev 0.8051205642377369; Mean 2.7767626089709148; Min. 1.2222222089767456; Max. 4.666666507720947; Valid 168.0

Variable Format: numeric

Notes: UNF:6:6Z/3a2jT2pfC68ez2RWemA==

f7012883 Location:

Summary Statistics: StDev 0.8051205655288662; Mean 3.223237381804557; Valid 168.0; Max. 4.777777671813965; Min. 1.3333333730697632;

Variable Format: numeric

Notes: UNF:6:iSJMNW8SKRDWO9oRgtFtJg==

f7012883 Location:

Summary Statistics: Valid 169.0; Mean 3.0698802845012505; Min. 1.0; StDev 0.6808582087007345; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:R4tqjhHro2BzLDebWmjLhg==

f7012883 Location:

Summary Statistics: StDev 16.58956329070368; Max. 91.03827317555746; Min. 16.66666603088379; Mean 57.1658783991842; Valid 168.0

Variable Format: numeric

Notes: UNF:6:NHvWxIY3lyNlc5+1+nIPiQ==

f7012883 Location:

Summary Statistics: Min. 10.767345428466797; StDev 12.784851812960277; Valid 169.0; Max. 79.61640167236328; Mean 53.945749418269955

Variable Format: numeric

Notes: UNF:6:ubGy6F0baXDL9myKdwrCtg==

f7012883 Location:

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

Variable Format: numeric

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

f7012883 Location:

Summary Statistics: Valid 169.0; Mean 3.184549086192656; StDev 0.9372507290169967; Min. 1.1333333253860474; Max. 5.0

Variable Format: numeric

Notes: UNF:6:pY/7rP7GpNp23A0Iicy7Dw==

f7012883 Location:

Summary Statistics: Max. 4.866666793823242; Valid 169.0; Mean 2.81545090604816; StDev 0.9372507240972011; Min. 1.0

Variable Format: numeric

Notes: UNF:6:zrY01Kk8hsQ0f8LH6hgwdA==

f7012883 Location:

Summary Statistics: Min. 1.0416666269302368; StDev 0.9403563992857796; Valid 169.0; Mean 2.9392249767596907; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:xBAg9qCjJnc7S/tfief1Zg==

f7012883 Location:

Summary Statistics: Mean 3.060775018302647; Max. 4.958333492279053; Min. 1.0; StDev 0.9403564107358412; Valid 169.0

Variable Format: numeric

Notes: UNF:6:DmOenfuf/xup4ob2lNdkTg==

f7012883 Location:

Summary Statistics: Mean 2.7857937598656752; Max. 4.699999809265137; Min. 1.0827839374542236; StDev 0.8782864784472114; Valid 167.0;

Variable Format: numeric

Notes: UNF:6:bPBvMEBwyuAr5tO9KxK3Aw==

f7012883 Location:

Summary Statistics: StDev 0.8782865042821126; Valid 167.0; Min. 1.2999999523162842; Max. 4.9172163009643555; Mean 3.2142062465587777

Variable Format: numeric

Notes: UNF:6:ZKM80qNuOdiid5dMxqbDjQ==

f7012883 Location:

Summary Statistics: Valid 167.0; Mean 55.45949918935426; StDev 20.984020280476198; Min. 5.0; Max. 97.82723068560243

Variable Format: numeric

Notes: UNF:6:R6DMogn6FIDRyDpcYC6wmw==

f7012883 Location:

Summary Statistics: StDev 20.05333265513201; Max. 95.78626251220703; Mean 50.17211956949629; Min. 10.576923370361328; Valid 169.0

Variable Format: numeric

Notes: UNF:6:6mPgqj2WjSbQYNCg8Jdm8w==

f7012883 Location:

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

Variable Format: numeric

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

f7012883 Location:

Summary Statistics: Max. 4.9375; Valid 169.0; Mean 2.5178669987345588; StDev 1.0526482894220004; Min. 1.0499999523162842;

Variable Format: numeric

Notes: UNF:6:AJWdZMW1pAgAgiETbDLqYg==

f7012883 Location:

Summary Statistics: StDev 1.052648290628741; Mean 3.4821329984439195; Max. 4.949999809265137; Min. 1.0625; Valid 169.0

Variable Format: numeric

Notes: UNF:6:uNAfHKJrjwE+YnGxzSswIg==

f7012883 Location:

Summary Statistics: Valid 169.0; StDev 0.6093943580140033; Mean 3.4105136168779002; Max. 4.750463008880615; Min. 1.758730173110962;

Variable Format: numeric

Notes: UNF:6:862mVBzOXKDPICS0rVzVpA==

f7012883 Location:

Summary Statistics: Max. 4.5435895919799805; Valid 169.0; Mean 3.34400595010385; StDev 0.5782298612430287; Min. 1.5208332538604736;

Variable Format: numeric

Notes: UNF:6:HuFJ0MtjjQOX92jtdyTvLQ==

f7012883 Location:

Summary Statistics: Max. 5.0; StDev 0.7912772081799232; Min. 1.0; Mean 3.204635758371748; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:Is6CGLD3rJzpPRYfnw5D6w==

f7012883 Location:

Summary Statistics: Max. 5.0; Valid 169.0; StDev 0.7912772238848509; Min. 1.0; Mean 2.7953642465659145

Variable Format: numeric

Notes: UNF:6:GI1PJYsONlw8kBP6hoCTqw==

f7012883 Location:

Summary Statistics: Min. 1.145370364189148; Valid 169.0; Max. 4.642857074737549; Mean 2.693534966756606; StDev 0.9861915746632985;

Variable Format: numeric

Notes: UNF:6:c5Cyfv+bhmv7xa472iKb6A==

f7012883 Location:

Summary Statistics: Max. 4.8546295166015625; Min. 1.3571429252624512; Mean 3.306465024778829; StDev 0.9861915683175556; Valid 169.0

Variable Format: numeric

Notes: UNF:6:M3DyFM9CwbHzKbkxx05oCQ==

f7012883 Location:

Summary Statistics: Mean 59.82609110955218; Min. 16.252380952380953; StDev 15.91171551860687; Valid 167.0; Max. 91.77192982456141

Variable Format: numeric

Notes: UNF:6:DcVQ3ouTT3BEjydhARGaGA==

f7012883 Location:

Summary Statistics: Valid 169.0; StDev 16.194742811561195; Max. 91.30833435058594; Min. 14.08222770690918; Mean 56.61382904278456

Variable Format: numeric

Notes: UNF:6:n6+VGS2E3RwrziF4PH9QAg==

f7012883 Location:

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

Variable Format: numeric

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

f7012883 Location:

Summary Statistics: Min. 1.0; StDev 0.7072274700089834; Max. 4.666666507720947; Mean 2.737209519691016; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:Fv+jKKQC/uhrlIif5vaJMQ==

f7012883 Location:

Summary Statistics: Valid 169.0; Mean 3.2805259213645077; Max. 5.0; StDev 0.8704081092549558; Min. 1.5750000476837158

Variable Format: numeric

Notes: UNF:6:JO22OiWuf1dnlM9/AP1HzA==

f7012883 Location:

Summary Statistics: StDev 0.8704080892131363; Max. 4.425000190734863; Mean 2.7194740871000573; Valid 169.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:+Eo5XvsCn5oS8tWmC8Ceiw==

f7012883 Location:

Summary Statistics: Mean 2.8221953458334568; Min. 1.2415584325790405; StDev 0.7555188326740615; Max. 4.666666507720947; Valid 169.0

Variable Format: numeric

Notes: UNF:6:R/1ePr9i6YJ7jDbCoXn/CQ==

f7012883 Location:

Summary Statistics: StDev 0.6372622381967847; Valid 169.0; Min. 1.3333332538604736; Max. 4.2703704833984375; Mean 2.9234440503035777

Variable Format: numeric

Notes: UNF:6:0n8rg0MDxq7kXnHvds26EA==

f7012883 Location:

Summary Statistics: StDev 0.6330112634186034; Max. 5.0; Valid 169.0; Min. 1.3214285373687744; Mean 3.297308556426912

Variable Format: numeric

Notes: UNF:6:1Az+i0ueNNfjXDawrVFTxw==

f7012883 Location:

Summary Statistics: StDev 12.826698944998034; Max. 78.43333206176757; Valid 169.0; Min. 12.5; Mean 50.3440493043134;

Variable Format: numeric

Notes: UNF:6:bfgLcLIplZItOmDEOXpd5A==

f7012883 Location:

Summary Statistics: Max. 79.69285583496094; StDev 12.96877397161871; Min. 12.880627632141113; Valid 169.0; Mean 48.00476627801297;

Variable Format: numeric

Notes: UNF:6:oYvfxUhfSurenrhRu1eayw==

f7012883 Location:

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

Variable Format: numeric

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

f7012883 Location:

Summary Statistics: Mean 2.640878428368879; StDev 0.7969367877176635; Valid 169.0; Max. 4.333333492279053; Min. 1.0

Variable Format: numeric

Notes: UNF:6:Fa35f+ytDBFo8daRlURtKg==

f7012883 Location:

Summary Statistics: StDev 0.6307866392530194; Mean 2.3892192507073995; Valid 168.0; Min. 1.0; Max. 3.9166667461395264

Variable Format: numeric

Notes: UNF:6:bL+JlygTXecZ/fRVYzRWdg==

f7012883 Location:

Summary Statistics: Min. 1.0; StDev 0.6835185049648449; Mean 2.0752400095973695; Max. 4.199999809265137; Valid 168.0;

Variable Format: numeric

Notes: UNF:6:8lONKnngUvWG/YvF+nHStA==

f7012883 Location:

Summary Statistics: Mean 3.1329599181575887; StDev 0.8166286959066311; Min. 1.0; Max. 5.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:GD9wYPUMp4mKWYF9p/YLdw==

f7012883 Location:

Summary Statistics: Max. 5.0; Min. 1.0; Mean 2.867040076199368; StDev 0.8166287039067589; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:qYPKLv/bDHrB9hBfXoxhCw==

f7012883 Location:

Summary Statistics: Mean 3.6055191388496985; StDev 0.847648105732516; Valid 169.0; Max. 5.0; Min. 1.4500000476837158;

Variable Format: numeric

Notes: UNF:6:nt1vgG0gBdGbnwTVVcJmJQ==

f7012883 Location:

Summary Statistics: Max. 4.550000190734863; Mean 2.3944808406942695; StDev 0.8476481122442472; Valid 169.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:ko1E6fZAQXkkcG+9ILogVw==

f7012883 Location:

Summary Statistics: Max. 88.75; Mean 40.364240732724625; StDev 16.68065889207182; Valid 168.0; Min. 0.0

Variable Format: numeric

Notes: UNF:6:nsqJF7bwlII+WHoFGfnNsw==

f7012883 Location:

Summary Statistics: Valid 169.0; Min. 4.0; Max. 79.87921142578125; Mean 37.44065092865532; StDev 16.599961385748596;

Variable Format: numeric

Notes: UNF:6:qp9/9M/E4PoBe+a4ltWWEg==

f7012883 Location:

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

Variable Format: numeric

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

f7012883 Location:

Summary Statistics: Max. 4.75; Min. 1.0; StDev 0.976388173090644; Mean 2.4577163006427023; Valid 169.0

Variable Format: numeric

Notes: UNF:6:+OP7ydCjm3xLcJ6Neet+iQ==

f7012883 Location:

Summary Statistics: Min. 1.25; Valid 169.0; Max. 5.0; StDev 0.9763881725456443; Mean 3.542283692303494

Variable Format: numeric

Notes: UNF:6:6Az4ZNUiI4bq6r9T0QqqgQ==

f7012883 Location:

Summary Statistics: Min. 1.09375; Mean 2.9672642932135678; StDev 1.0208173460469872; Max. 4.896825313568115; Valid 169.0

Variable Format: numeric

Notes: UNF:6:95am0NEJ54u79m34BZwaWQ==

f7012883 Location:

Summary Statistics: Valid 169.0; StDev 1.020817323457743; Mean 3.0327357067864322; Max. 4.90625; Min. 1.1031745672225952

Variable Format: numeric

Notes: UNF:6:tnBgoN0s+1HyCPw5lVzYFQ==

f7012883 Location:

Summary Statistics: Min. 2.0; StDev 0.5620307851447819; Max. 4.792592525482178; Mean 3.8153849819002774; Valid 169.0

Variable Format: numeric

Notes: UNF:6:j6WoV1un3WskHH9sWkEQVg==

f7012883 Location:

Summary Statistics: Mean 3.6401973765277296; Valid 169.0; StDev 0.8173857540667663; Max. 4.852941513061523; Min. 1.25

Variable Format: numeric

Notes: UNF:6:pIboixVPXNJwMyj3lzAsYA==

f7012883 Location:

Summary Statistics: Max. 5.0; Valid 169.0; StDev 1.0157424439934812; Mean 2.6881363109724057; Min. 1.0

Variable Format: numeric

Notes: UNF:6:TOyrnbLF8nVsydChC0FLyA==

f7012883 Location:

Summary Statistics: Min. 1.0; Valid 169.0; Max. 4.800389766693115; Mean 3.0967390699499457; StDev 0.8337555327884081

Variable Format: numeric

Notes: UNF:6:V1DyosF7aoOtsvoa59L6SQ==

f7012883 Location:

Summary Statistics: StDev 1.0924440730750247; Max. 4.795138835906982; Min. 1.0; Valid 169.0; Mean 3.227262200688469;

Variable Format: numeric

Notes: UNF:6:qQUSt0BoBJe98gkkjjXzLQ==

f7012883 Location:

Summary Statistics: StDev 0.4530803298713114; Mean 1.516092140999066; Min. 1.0; Valid 169.0; Max. 4.972222328186035

Variable Format: numeric

Notes: UNF:6:ea1LNnJE1Z+FpRA9wdzbkg==

f7012883 Location:

Summary Statistics: Max. 95.05952508108956; Min. 13.75; Mean 54.467949388673844; StDev 15.171857611948278; Valid 169.0

Variable Format: numeric

Notes: UNF:6:xJijTuL0Aoyt5LlP03fFuA==

f7012883 Location:

Summary Statistics: Mean 52.71169538328634; StDev 14.765234645904354; Min. 20.9375; Max. 90.41160583496094; Valid 169.0

Variable Format: numeric

Notes: UNF:6:z9Af0BwUoxkeRxGHGUAV1A==

f7012883 Location:

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

Variable Format: numeric

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

f7012883 Location:

Summary Statistics: Min. 1.75; Valid 168.0; StDev 0.8506832213303788; Mean 3.6585209852173213; Max. 5.0

Variable Format: numeric

Notes: UNF:6:3C0OJ2qxsmmacwPx80ATZA==

f7012883 Location:

Summary Statistics: Max. 5.0; Min. 1.3809523582458496; Mean 3.67129056340844; StDev 0.821121399479322; Valid 169.0

Variable Format: numeric

Notes: UNF:6:1iv2iXbXEVdHsg2fncauLA==

f7012883 Location:

Summary Statistics: StDev 0.9580923044000516; Min. 1.2222222089767456; Mean 3.5934170082476014; Max. 4.964912414550781; Valid 169.0

Variable Format: numeric

Notes: UNF:6:rA5Eh7+v9C7MSiy5kxoElw==

f7012883 Location:

Summary Statistics: Valid 169.0; Mean 2.2513477625931513; StDev 0.8800328993375811; Min. 1.0370370149612427; Max. 4.395833492279053

Variable Format: numeric

Notes: UNF:6:2HVphdAc0/ClDHvLdQftuA==

f7012883 Location:

Summary Statistics: StDev 0.8800328884474069; Max. 4.962963104248047; Mean 3.748652242344512; Valid 169.0; Min. 1.6041666269302368;

Variable Format: numeric

Notes: UNF:6:2qeoKcrzWODkx74d3gtQBA==

f7012883 Location:

Summary Statistics: Max. 4.670833110809326; Min. 1.0370370149612427; Valid 169.0; StDev 0.873143554573956; Mean 2.2984113150094387

Variable Format: numeric

Notes: UNF:6:72ZCxLg+X0cv02TeryAAJA==

f7012883 Location:

Summary Statistics: Max. 4.962963104248047; Valid 169.0; Mean 3.701588676525996; StDev 0.8731435586243325; Min. 1.3291666507720947;

Variable Format: numeric

Notes: UNF:6:1ZhBVIRqAW3DDCL+BJ72Zw==

f7012883 Location:

Summary Statistics: Mean 69.34551379701446; Min. 20.75; StDev 19.52929800887781; Valid 167.0; Max. 98.32668067226889;

Variable Format: numeric

Notes: UNF:6:ELRnBrtOefGnaFxkPYygWw==

f7012883 Location:

Summary Statistics: Max. 98.74237060546875; Mean 66.9753598884718; Min. 21.844154357910156; Valid 169.0; StDev 18.914194145435605

Variable Format: numeric

Notes: UNF:6:hOXYA6EEd0kB4ukWKv4N9g==

f7012883 Location:

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

Variable Format: numeric

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

f7012883 Location:

Summary Statistics: StDev 0.9989866433764538; Valid 169.0; Max. 4.740740776062012; Mean 3.008602448469083; Min. 1.0754142999649048

Variable Format: numeric

Notes: UNF:6:Q45NWUTaHo2zrxwY8J0HOg==

f7012883 Location:

Summary Statistics: StDev 0.9989866486482286; Mean 2.9913975508255364; Max. 4.924585819244385; Valid 169.0; Min. 1.2592592239379883

Variable Format: numeric

Notes: UNF:6:yp50w7b80dlVPl+knnPJyQ==

f7012883 Location:

Summary Statistics: Valid 169.0; Min. 1.0; Max. 4.111111164093018; Mean 2.4495548814006107; StDev 0.7363957280800749

Variable Format: numeric

Notes: UNF:6:EBHZOnwYJGs3uQLI7uNozw==

f7012883 Location:

Summary Statistics: Mean 3.550445109429444; Min. 1.888888955116272; Valid 169.0; StDev 0.7363957162018597; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:0ek2fEM7jlXAYjF/hOo1gA==

f7012883 Location:

Summary Statistics: Mean 1.8882544513284807; Max. 4.090909004211426; Min. 1.0; StDev 0.735094248946573; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:+POk10ZGdg5i60NmaEZuJg==

f7012883 Location:

Summary Statistics: StDev 0.735094246924564; Mean 4.111745538796193; Valid 169.0; Min. 1.9090908765792847; Max. 5.0

Variable Format: numeric

Notes: UNF:6:s0itdNKn+rouLh7A4dbjug==

f7012883 Location:

Summary Statistics: StDev 0.7519009685794399; Mean 3.4268626270914924; Min. 1.4249999523162842; Max. 4.78045129776001; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:Jzlj0ssMF2Xev5YV3Ud9Zg==

f7012883 Location:

Summary Statistics: Mean 64.73255233850809; Min. 26.953125; StDev 16.018537579573998; Max. 96.73214285714285; Valid 168.0;

Variable Format: numeric

Notes: UNF:6:3uNOXypNBd9rNEbAji0F3w==

f7012883 Location:

Summary Statistics: StDev 17.279254431141926; Mean 63.32949094377326; Valid 169.0; Max. 95.52259063720703; Min. 24.122024536132812;

Variable Format: numeric

Notes: UNF:6:akxLBbQWSN8W02cAjrEcdQ==

f7012883 Location:

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

Variable Format: numeric

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

f7012883 Location:

Summary Statistics: StDev 1.0378887905963339; Min. 1.2571429014205933; Max. 4.927884578704834; Valid 169.0; Mean 3.196052503303663

Variable Format: numeric

Notes: UNF:6:NTXEEA0MtZ1ZMtP/UaS55w==

f7012883 Location:

Summary Statistics: Min. 2.125; Max. 4.888888835906982; Mean 3.7486711747547576; StDev 0.5862704368745874; Valid 169.0

Variable Format: numeric

Notes: UNF:6:iZFOKrCuyOvZUM+0S7Q0HA==

f7012883 Location:

Summary Statistics: Valid 169.0; Max. 4.801851749420166; StDev 0.9091144466528863; Mean 3.218883785270375; Min. 1.3656566143035889

Variable Format: numeric

Notes: UNF:6:BZd6oQYTAk7yBIcvvmrpEw==

f7012883 Location:

Summary Statistics: Min. 1.5520833730697632; Valid 169.0; Max. 4.871296405792236; StDev 0.9098329425924657; Mean 3.355409467008692;

Variable Format: numeric

Notes: UNF:6:bKt2VB32jxx+p+stSmO1zA==

f7012883 Location:

Summary Statistics: Mean 62.16488496628042; Min. 17.96875; StDev 19.408532226840943; Valid 169.0; Max. 96.875;

Variable Format: numeric

Notes: UNF:6:pdvwul5VFHDH7zb2Xx05xg==

f7012883 Location:

Summary Statistics: Max. 95.58738708496094; StDev 20.928532955399508; Valid 169.0; Mean 59.608259392913276; Min. 16.02190399169922;

Variable Format: numeric

Notes: UNF:6:K/LShdxTAA1wO6pOurntIw==

f7012883 Location:

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

Variable Format: numeric

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

f7012883 Location:

Summary Statistics: Min. 1.0; StDev 0.71777075952316; Valid 169.0; Max. 4.375; Mean 1.919526781076681;

Variable Format: numeric

Notes: UNF:6:5cZ8lOQWa5gxCbE1NwQh4w==

f7012883 Location:

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

Variable Format: numeric

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

f7012883 Location:

Summary Statistics: Min. 1.4791666269302368; StDev 2.0256573808407325; Mean 5.367464849934775; Valid 169.0; Max. 9.44444465637207;

Variable Format: numeric

Notes: UNF:6:JpAUBcXuwO3Q1MUUC2Fcog==

f7012883 Location:

Summary Statistics: Min. 1.34375; Max. 8.462499618530273; StDev 1.5701022096848225; Mean 4.750162748895454; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:1J8uNCy8tnPdGMSutJi6CA==

f7012883 Location:

Summary Statistics: Mean 4.818894900513824; Valid 169.0; StDev 1.5815634148872517; Max. 8.61111068725586; Min. 1.3229166269302368;

Variable Format: numeric

Notes: UNF:6:5IUi5WOGIrzCubtX1sJ+Zw==

f7012883 Location:

Summary Statistics: Valid 169.0; Min. 1.125; Max. 8.470588684082031; Mean 5.0996212670083585; StDev 1.708045264677887;

Variable Format: numeric

Notes: UNF:6:rH/u4nLk8Kq7ii+VM2juGg==

f7012883 Location:

Summary Statistics: Max. 9.722222328186035; StDev 2.110538225908019; Mean 5.799341410574828; Min. 1.25; Valid 169.0

Variable Format: numeric

Notes: UNF:6:asABjLBEFbuPv9lTpZMZrQ==

f7012883 Location:

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

Variable Format: numeric

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

f7012883 Location:

Summary Statistics: StDev 1.0015353712360515; Min. 1.0; Valid 166.0; Max. 5.0; Mean 3.030652948890824

Variable Format: numeric

Notes: UNF:6:LQdQP+i8D+hTYYFdkbz7nQ==

f7012883 Location:

Summary Statistics: Valid 166.0; Mean 2.969347047518535; StDev 1.001535366542298; Min. 1.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:apS4IATJsT/1aRwke0rL+g==

f7012883 Location:

Summary Statistics: Mean 3.4376381321957235; StDev 0.8373647604373274; Min. 1.5; Max. 4.849999904632568; Valid 57.0

Variable Format: numeric

Notes: UNF:6:EzMypaO7CsL2Yg/8/z7/3g==

f7012883 Location:

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

Variable Format: numeric

Notes: UNF:6:FKvwMWUTzy+aUwjlay4kOg==

f7012883 Location:

Summary Statistics: Max. 5.0; Valid 57.0; StDev 0.9817683868409304; Min. 1.25; Mean 3.345381500428183

Variable Format: numeric

Notes: UNF:6:6Zz+JSd9uOVudAe4Wg12Ug==

f7012883 Location:

Summary Statistics: Max. 4.849999904632568; Valid 87.0; Mean 3.7741606304015236; StDev 0.7357024864869811; Min. 1.899999976158142;

Variable Format: numeric

Notes: UNF:6:wfMBl4pMPUTCjKJ1s6Tzeg==

f7012883 Location:

Summary Statistics: Valid 57.0; Mean 3.2317947462985392; StDev 1.162134402094578; Min. 1.0; Max. 4.967741966247559;

Variable Format: numeric

Notes: UNF:6:kgjm9WDl/kmrKMufJev9Rg==

f7012883 Location:

Summary Statistics: Min. 1.0714285373687744; Mean 3.2839429232112147; Max. 4.55555534362793; StDev 0.9450895386577953; Valid 57.0;

Variable Format: numeric

Notes: UNF:6:7/RPIUTCkJ1rg4UM5AD6xA==

f7012883 Location:

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

Variable Format: numeric

Notes: UNF:6:oivuBKM9MwDXV+cxgdDWlA==

f7012883 Location:

Summary Statistics: Min. 1.7894736528396606; Mean 3.586868171106305; StDev 0.7703182894745704; Max. 4.599999904632568; Valid 57.0;

Variable Format: numeric

Notes: UNF:6:CiogqleThnXeqbL+n8tAeg==

f7012883 Location:

Summary Statistics: Max. 4.210526466369629; StDev 0.7703182666210115; Mean 2.4131318456248234; Valid 57.0; Min. 1.399999976158142

Variable Format: numeric

Notes: UNF:6:KaVUCyti6BZ5UMlviEbaxA==

f7012883 Location:

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

Variable Format: numeric

Notes: UNF:6:i+NigGak7Imhz6Aa1s9o2g==

f7012883 Location:

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

Variable Format: numeric

Notes: UNF:6:SoJviXpV3SbzkKZeRNbHcQ==

f7012883 Location:

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

Variable Format: numeric

Notes: UNF:6:iKv0PsfLVHbfvToViPvpzg==

f7012883 Location:

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

Variable Format: numeric

Notes: UNF:6:JS3d7ytpGXtqGRuSRXUgPA==

f7012883 Location:

Summary Statistics: Mean 2.6998810486530695; Max. 4.5; Min. 1.125; StDev 0.6900334331733557; Valid 127.0

Variable Format: numeric

Notes: UNF:6:ljOleeQ4Khl6KfvBYJMMEw==

f7012883 Location:

Summary Statistics: Valid 127.0; Min. 1.5; Mean 3.300118948530963; StDev 0.6900334333628311; Max. 4.875;

Variable Format: numeric

Notes: UNF:6:tM8ihzV5xIKAGNQczBAsEg==

f7012883 Location:

Summary Statistics: Min. 1.0; Max. 4.666666507720947; Mean 2.99528257502723; Valid 97.0; StDev 0.7677888798101529

Variable Format: numeric

Notes: UNF:6:UgVFQNsYGTQ0tpx75cBzpA==

f7012883 Location:

Summary Statistics: Valid 97.0; Max. 5.0; StDev 0.7677888748115629; Mean 3.0047174200569233; Min. 1.3333333730697632

Variable Format: numeric

Notes: UNF:6:dKaD1UJVcSQ/zd21wFtZEQ==

f7012883 Location:

Summary Statistics: Max. 4.581818580627441; StDev 0.8014719347393475; Valid 97.0; Min. 1.0; Mean 3.1702054579233385

Variable Format: numeric

Notes: UNF:6:irCnIEoMiD4/Ump4RTLLWA==

f7012883 Location:

Summary Statistics: Mean 2.7520482196021328; Valid 97.0; StDev 0.8216144380137557; Min. 1.0; Max. 4.875;

Variable Format: numeric

Notes: UNF:6:y4tH3v/Ox6oRwOkEmqATVA==

f7012883 Location:

Summary Statistics: Valid 97.0; Max. 5.0; StDev 0.8216144214283759; Mean 3.2479517717951354; Min. 1.125;

Variable Format: numeric

Notes: UNF:6:Tm/Sd0g+FYbvoz8EaiRyFg==

f7012883 Location:

Summary Statistics: Min. 1.0; Mean 3.4145081657724283; Max. 4.5714287757873535; Valid 97.0; StDev 0.615270368547331;

Variable Format: numeric

Notes: UNF:6:90PLStLG5nZ/51HYBJjiig==

f7012883 Location:

Summary Statistics: Max. 4.0; Min. 1.0; StDev 0.6621713452459181; Mean 1.9949441754940858; Valid 97.0;

Variable Format: numeric

Notes: UNF:6:+uLk9pUygsVjUKmYzE3/Mw==

f7012883 Location:

Summary Statistics: Min. 2.0; StDev 0.6621713465239542; Max. 5.0; Mean 4.005055823276952; Valid 97.0;

Variable Format: numeric

Notes: UNF:6:JxOx+7W3dovPW/OEExGo2A==

f7012883 Location:

Summary Statistics: Valid 97.0; Max. 5.0; StDev 0.7982212433139453; Mean 3.1068046547702908; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:nfdJt7Zawjpgejtgf98b+g==

f7012883 Location:

Summary Statistics: Valid 97.0; Mean 2.750536937074563; StDev 0.7616495065020347; Max. 4.5714287757873535; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:gkbyeZFmbX5G4MxyiudT+w==

f7012883 Location:

Summary Statistics: Max. 5.0; StDev 0.706270541239012; Valid 97.0; Min. 1.5714285373687744; Mean 3.392365912801212;

Variable Format: numeric

Notes: UNF:6:JZ+I28xrn14MMGMI3q8Cww==

f7012883 Location:

Summary Statistics: Mean 2.6076340933435973; Max. 4.4285712242126465; Min. 1.0; StDev 0.7062705217429242; Valid 97.0;

Variable Format: numeric

Notes: UNF:6:o4+SRf6RtUrHa3c9997Qgw==

f7012883 Location:

Summary Statistics: StDev 0.6557849509565331; Mean 3.4767558427201104; Min. 1.0; Max. 5.0; Valid 97.0

Variable Format: numeric

Notes: UNF:6:EWo8RYuNunvfGyuylF91UQ==

f7012883 Location:

Summary Statistics: Valid 97.0; Mean 2.5232441572798896; Min. 1.0; Max. 5.0; StDev 0.6557849517624493

Variable Format: numeric

Notes: UNF:6:PIU2xbwLjBHQ9u47W23B6A==

f7012883 Location:

Summary Statistics: Mean 2.859804713324215; Max. 5.0; StDev 0.881888844146558; Valid 89.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:iSuejgoEsxV/jhAp1Y5Ofg==

f7012883 Location:

Summary Statistics: Max. 5.0; Mean 3.140195286675785; StDev 0.8818888352244992; Min. 1.0; Valid 89.0

Variable Format: numeric

Notes: UNF:6:RKeKwJU4+OLZ09b+Gw8bgg==

f7012883 Location:

Summary Statistics: Max. 5.0; StDev 0.8531148182351578; Min. 1.0; Valid 89.0; Mean 3.488075967585103;

Variable Format: numeric

Notes: UNF:6:bGVhjmVKm1QjTiPH6ChcrQ==

f7012883 Location:

Summary Statistics: Mean 2.4207419197211104; Valid 89.0; Min. 1.0; Max. 4.25; StDev 0.7726487910529097;

Variable Format: numeric

Notes: UNF:6:1JdMPGdunSJzVFM7Tgvq5g==

f7012883 Location:

Summary Statistics: Mean 3.579258077600029; Max. 5.0; StDev 0.7726487893730284; Valid 89.0; Min. 1.75;

Variable Format: numeric

Notes: UNF:6:jGAJBcX3rMJGKaH7TLLMow==

f7012883 Location:

Summary Statistics: Max. 4.75; Min. 1.0; Valid 89.0; Mean 3.1637633596913197; StDev 0.9194410032651906;

Variable Format: numeric

Notes: UNF:6:WBXt45uxE7R/uj6N40tFcA==

f7012883 Location:

Summary Statistics: Mean 2.8362366349509593; Max. 5.0; StDev 0.9194410092896769; Min. 1.25; Valid 89.0

Variable Format: numeric

Notes: UNF:6:Kj1y7NMGbSyVqVj62ed0JA==