Perceptions of Electoral Integrity, (PEI-9.0) (doi:10.7910/DVN/2MFQ9K)

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Perceptions of Electoral Integrity, (PEI-9.0)

doi:10.7910/DVN/2MFQ9K

Harvard Dataverse

2023-06-30

1

Garnett, Holly Ann; James, Toby S.; MacGregor, Madison; Caal-Lam, Sofia, 2023, "Perceptions of Electoral Integrity, (PEI-9.0)", https://doi.org/10.7910/DVN/2MFQ9K, Harvard Dataverse, V1, UNF:6:spNKXn/mJ6i0X7PJCsYXsg== [fileUNF]

Perceptions of Electoral Integrity, (PEI-9.0)

doi:10.7910/DVN/2MFQ9K

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)

MacGregor, Madison

Electoral Integrity Project

2023

STATA

890-2020-0006

Harvard Dataverse

Electoral Integrity Project

Project, Electoral Integrity

MacGregor, Madison

2023-06-29

2023-07-01

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 PEI_8.5 included 4,722 experts evaluating 497 elections in 169 countries covering until December 31st, 2021. The present data release adds to these results 258 expert evaluations of 49 national elections in 44 countries, from January 19th, 2022, to December 14th, 2022.

https://doi.org/10.7910/DVN/2MFQ9K

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

Elections, Politics

This dataset by the Electoral Integrity Project evaluates the quality of elections held around the world. Based on a rolling survey collecting the views of election experts, this research provides independent and reliable evidence to compare whether countries meet international standards of electoral integrity. PEI-9.0 cumulative release covers 547 national parliamentary and presidential contests held worldwide in 169 countries from 1 July 2012 to 14 December 2022. For each contest, approximately 40 election experts receive an electronic invitation to fill the survey. The survey includes assessments from 4,981 election experts, with a 2022 response rate of 11%. 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 (547 observations), and also EXPERT-level (4,981 observations). Each dataset can be downloaded in STATA, CSV, and EXCEL formats.

2012-07-1-2022-12-14

2012-07-1-2023-04

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.

Email

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

The 2022 elections had an 11% response rate.

Garnett, Holly Ann, Toby S. James, and Madison MacGregor. 2023. Electoral Integrity Global Report 2023.

• Number of cases: 169

• No. of variables per record: 169

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

UNF:6:d0OVVWrPaU/4HPFuob1hHw==

• Number of cases: 169

• No. of variables per record: 169

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

UNF:6:tOkRXDj1+qyZE94gtViw6w==

• Number of cases: 546

• No. of variables per record: 207

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

UNF:6:5N5/aYdGzF2MIqMxcQlBKA==

• Number of cases: 546

• No. of variables per record: 207

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

UNF:6:6d1HX46WM0uhTw6oBSdcuA==

• Number of cases: 4980

• No. of variables per record: 199

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

UNF:6:S8C4LWNE47kctd7MyGy3tg==

• Number of cases: 4980

• No. of variables per record: 199

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

UNF:6:yWP7y1uua75XY3AJf/5t/Q==

• 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
• y2022 - 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]
• PEItype - PEI Type
• country - country
• ISO - ISO
• y2012 - y2012
• y2013 - y2013
• y2014 - y2014
• y2015 - y2015
• y2016 - y2016
• y2017 - y2017
• y2018 - y2018
• y2019 - y2019
• y2020 - y2020
• y2021 - y2021
• y2022 - y2022
• 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
• PEItype - PEItype
• country - Country name
• ISO - ISO
• election - Election Code
• year - Year
• date - date
• office - What government body was this election for?
• 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]
• BACKGROUND - EXPERT BACKGROUND SECTION
• expertdomestic - 15-0. International or domestic expert
• employment - 15-1. Employment type
• public - 15-2. Works (or has worked) in the government public sector
• university - 15-3. Works (or has worked) in a university
• nonprofit - 15-4. Works (or has worked) in private non-profit sector/NGOs
• agency - 15-5. Works (or has worked) in an international agency
• private - 15-6. Works (or has worked) in an private business or industry
• occupation - 15-7. Most recent occupation
• agegroup - 15-8. Age group (by decade)
• sex - 15-9. Sex (1=female; 0=male)
• education - 15-10. Highest level of education
• born - 15-11. Were you born in this country?
• lived - 15-12. # years lived in this country
• candidate - 15-13. Expert was a candidate for elected office
• rep - 15-14. Expert was an elected representative
• activist - 15-15. Expert was an election activist
• ngo - 15-16. Expert was election NGO watch personnel
• voted - 15-17. Expert voted in this election
• norole - 15-18. Expert did not participate in any role in this election
• monitor - 15-19. Expert was a national official electoral monitor
• monitorint - 15-19b. Expert was an international official electoral monitor
• official - 15-20. Expert was an election official
• citizen - 15-21. Expert is a citizen of this country
• leftrightscale - 15-23. Political views on 10pt left/right scale
• difficulty - How difficult did you find the survey?
• VIGNETTES - VIGNETTES SECTION
• vignetteD - 16-4. Vignette D (High)
• vignetteE - 16-5. Vignette E (Moderate)
• vignetteF - 16-6. Vignette F (Low)
• 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
• _merge - Matching result from merge
• country - country
• ISO - ISO
• election - election
• year - year
• date - date
• office - office
• 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
• BACKGROUND - BACKGROUND
• expertdomestic - expertdomestic
• employment - employment
• public - public
• university - university
• nonprofit - nonprofit
• agency - agency
• private - private
• occupation - occupation
• agegroup - agegroup
• sex - sex
• education - education
• born - born
• lived - lived
• candidate - candidate
• rep - rep
• activist - activist
• ngo - ngo
• voted - voted
• norole - norole
• monitor - monitor
• monitorint - monitorint
• official - official
• citizen - citizen
• leftrightscale - leftrightscale
• difficulty - difficulty
• VIGNETTES - VIGNETTES
• vignetteD - vignetteD
• vignetteE - vignetteE
• vignetteF - vignetteF
• lag_PEIIndexi - lag_PEIIndexi
• lag_PEIIndexi_lci - lag_PEIIndexi_lci
• lag_PEIIndexi_hci - lag_PEIIndexi_hci
• _merge - _merge
• country - country
• ISO - ISO
• election - election
• year - year
• date - date
• office - office
• 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
• 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
• familiarity - familiarity
• important - important
• ORGCONFIDENCE - ORGCONFIDENCE
• courts - courts
• government - government
• parliament - parliament
• armedforces - armedforces
• electoralauth - electoralauth
• BACKGROUND - BACKGROUND
• employment - employment
• public - public
• university - university
• nonprofit - nonprofit
• agency - agency
• private - private
• occupation - occupation
• agegroup - agegroup
• sex - sex
• education - education
• born - born
• lived - lived
• candidate - candidate
• rep - rep
• 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
• informedchoices - informedchoices
• foreigninterference - foreigninterference
• foreigninterference2 - foreigninterference2
• mediamonitors - mediamonitors
• cyberattacks - cyberattacks
• cyberattacks2 - cyberattacks2
• diversenews - diversenews
• journalisticstandards - journalisticstandards
• partisanjournalists - partisanjournalists
• partisanjournalists2 - partisanjournalists2
• fakesocial - fakesocial
• fakesocial2 - fakesocial2
• age - age
• currentlyincountry - currentlyincountry
• _merge - _merge
• country - Country name
• ISO - ISO
• election - Election Code
• year - Year
• date - date
• office - office
• 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]
• favoredincumbent - 1-2a. Electoral laws favored the governing party or parties (1-5)[N]
• favoredincumbent2 - 1-2b. Electoral laws favored the governing party or parties (1-5)[P]
• citizens - 1-3a. Elections laws restricted citizens' rights (1-5)[N]
• citizens2 - 1-3b. Elections laws restricted citizens' rights (1-5)[P]
• laws - 1-4. Electoral laws index (0-100)
• lawsi - 1-4i. Electoral laws index (0-100), imputed
• PROCEDURES - ELECTORAL PROCEDURES SECTION
• managed - 2-1. Elections were well managed (1-5)[P]
• votinginfo - 2-2. Information about voting procedures was widely available (1-5)[P]
• fairofficials - 2-3. Election officials were fair (1-5)[P]
• legalelections - 2-4. Elections were conducted in accordance with the law (1-5)[P]
• procedures - 2-5. Electoral procedures index (0-100)
• proceduresi - 2-5i. Electoral procedures index (0-100), imputed
• BOUNDARIES - BOUNDARIES FOR VOTING DISTRICTS SECTION
• bdiscrim - 3-1a. Boundaries discriminated against some parties (1-5)[N]
• bdiscrim2 - 3-1b. Boundaries discriminated against some parties (1-5)[P]
• bfavored - 3-2a. Boundaries favored incumbents (1-5)[N]
• bfavored2 - 3-2b. Boundaries favored incumbents (1-5)[P]
• bimpartial - 3-3. Boundaries were impartial (1-5)[P]
• boundaries - 3-4. Voting district boundaries index (0-100)
• boundariesi - 3-4i. Voting district boundaries index (0-100), imputed
• VOTERREGISTRATION - VOTER REGISTRATION SECTION
• reglisted - 4-1a. Some citizens were not listed in the register (1-5)[N]
• reglisted2 - 4-1b. Some citizens were not listed in the register (1-5)[P]
• reginaccurate - 4-2a. The electoral register was inaccurate (1-5)[N]
• reginaccurate2 - 4-2b. The electoral register was inaccurate (1-5)[P]
• ineligible - 4-3a. Some ineligible electors were registered (1-5)[N]
• ineligible2 - 4-3b. Some ineligible electors were registered (1-5)[P]
• votereg - 4-4. Voter registration index (0-100)
• voteregi - 4-4i. Voter registration index (0-100), imputed
• PARTYREGISTRATION - PARTY AND CANDIDATE REGISTRATION SECTION
• oppprevent - 5-1a. Some opposition candidates were prevented from running (1-5)[N]
• oppprevent2 - 5-1b. Some opposition candidates were prevented from running (1-5)[P]
• womenopp - 5-2. Women had equal opportunities to run for office (1-5)[P]
• minorityopp - 5-3. Ethnic and national minorities had equal opportunities to run for office (1
• leaderselect - 5-4a. Only top party leaders selected candidates (1-5)[N]
• leaderselect2 - 5-4b. Only top party leaders selected candidates (1-5)[P]
• rallies - 5-5a. Some parties/candidates were restricted from holding campaign rallies (1-5
• rallies2 - 5-5b. Some parties/candidates were restricted from holding campaign rallies (1-5
• partyreg - 5-6. Party and candidate registration index (0-100)
• partyregi - 5-6i. Party and candidate registration index (0-100), imputed
• MEDIACOVERAGE - MEDIA COVERAGE SECTION
• newspapers - 6-1. Newspapers provided balanced election news (1-5)[P]
• tv - 6-2a. TV news favored the governing party (1-5)[N]
• tv2 - 6-2b. TV news favored the governing party (1-5)[P]
• fairaccess - 6-3. Parties/candidates had fair access to political broadcasts and advertising
• faircoverage - 6-4. Journalists provided fair coverage of the elections (1-5)[P]
• socialmedia - 6-5. Social media were used to expose electoral fraud (1-5)[P]
• media - 6-6. Media coverage index (0-100)
• mediai - 6-6i. Media coverage index (0-100), imputed
• CAMPAIGNFINANCE - CAMPAIGN FINANCE SECTION
• subsidies - 7-1. Parties/candidates had equitable access to public political subsidies(1-5)[
• donations - 7-2. Parties/candidates had equitable access to political donations(1-5)[P]
• accounts - 7-3. Parties/candidates publish transparent financial accounts(1-5)[P]
• rich - 7-4a. Rich people buy elections (1-5)[N]
• rich2 - 7-4b. Rich people buy elections (Reversed coding)
• resources - 7-5a. Some state resources were improperly used for campaigning (1-5)[N]
• resources2 - 7-5b. Some state resources were improperly used for campaigning (1-5)[P]
• finance - 7-6. Campaign finance index (0-100)
• financei - 7-6i. Campaign finance index (0-100), imputed
• VOTINGPROCESS - VOTING PROCESS SECTION
• violence - 8-1a. Some voters were threatened with violence at the polls(1-5)[N]
• violence2 - 8-1b. Some voters were threatened with violence at the polls (1-5)[P]
• fraudulent - 8-2a. Some fraudulent votes were cast (1-5)[N]
• fraudulent2 - 8-2b. Some fraudulent votes were cast (1-5)[P]
• easy - 8-3. The process of voting was easy (1-1)[Y]
• choice - 8-4. Voters were offered a genuine choice at the ballot box (1-5)[P]
• postal - 8-5. Postal ballots were available (1-5)[P]
• disabled - 8-6. Special voting facilities were available for the disabled (1-5)[P]
• expats - 8-7. National citizens living abroad could vote (1-5)[P]
• internet - 8-8. Some form of internet voting was available (1-5)[P]
• voting - 8-9. Voting process index (0-100)
• votingi - 8-9i. Voting process index (0-100), imputed
• VOTECOUNT - THE VOTE COUNT SECTION
• secure - 9-1. Ballot boxes were secure (1-5)[P]
• delay - 9-2. The results were announced without undue delay (1-5)[P]
• faircount - 9-3. Votes were counted fairly (1-5)[P]
• intlmonitors - 9-4a. Int'l election monitors were restricted (1-5)[N]
• intlmonitors2 - 9-4b. Int'l election monitors were restricted (1-5)[P]
• domesticmonitors - 9-5a. Domestic election monitors were restricted (1-5)[N]
• domesticmonitors2 - 9-5b. Domestic election monitors were restricted (1-5)[P]
• count - 9-6. Vote count index (0-100)
• counti - 9-6i. Vote count index (0-100), imputed
• VOTINGRESULTS - VOTING RESULTS SECTION
• challenged - 10-1a. Parties/candidates challenged the results (1-5)[N]
• challenged2 - 10-1b. Parties/candidates challenged the results (1-5)[P]
• protestspeace - 10-2a. The election led to peaceful protests (1-5)[N]
• protestspeace2 - 10-2b. The election led to peaceful protests (1-5)[P]
• protestsviolent - 10-3a. The election triggered violent protests (1-5)[N]
• protestsviolent2 - 10-3b. The election triggered violent protests (1-5)[P]
• disputes - 10-4. Any disputes were resolved through legal channels (1-5)[P]
• results - 10-5. Results index (0-100)
• resultsi - 10-5i. Results index (0-100), imputed
• ELECTIONAUTHORITIES - ELECTORAL AUTHORITIES SECTION
• impartial - 11-1. The election authorities were impartial (1-5)[P]
• info - 11-2. The authorities distributed information to citizens (1-5)[P]
• scrutiny - 11-3. The authorities allowed public scrutiny of their performance (1-5)[P]
• performance - 11-4. The election authorities performed well (1-5)[P]
• EMBs - 11-5. Electoral authorities index (0-100)
• EMBsi - 11-5i. Electoral authorities index (0-100), imputed
• GENERALQUESTIONS - GENERAL ELECTION QUESTIONS
• familiarity - 13-1. How familiar are you with elections in this country?
• important - 13-2. Which election (if more than 1) was most important
• ORGCONFIDENCE - ORGANIZATIONAL CONFIDENCE SECTION
• courts - 14-1. Confidence in the courts (1=none - 10=a great deal)
• government - 14-2. Confidence in the government (1=none - 10=a great deal)
• parliament - 14-3. Confidence in the parliament (1=none - 10=a great deal)
• armedforces - 14-4. Confidence in the armed forces (1=none - 10=a great deal)
• electoralauth - 14-6. Confidence in the elect.authorities (1=none - 10=a great deal)
• BACKGROUND - EXPERT BACKGROUND SECTION
• 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 - 21-1. Voters were bribed [N]
• bribed2 - 21-1. 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
• currentlyincountry - Q55
• _merge - Matching result from merge

f7224863 Location:

Variable Format: character

Notes: UNF:6:w/s1q5IX9p0aHpCxEjbLFw==

f7224863 Location:

Variable Format: character

Notes: UNF:6:Kul0IGw5uyRTlyxmysPW5Q==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:hpm8nt1IaU+bauPiX8f59A==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:Lv7HtWsuDf1WXzr3BwO0+g==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:W1D0tFSBHDuTGBkssn0qrA==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:/1P1xAEVwNC5MVt9Q0RQSg==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:HG8ZwyGXu888aE2WTsQbYg==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:kEYhU6pB2K1Pngy8vgsrzA==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:hk7KFP1X62129pKHx3NRiQ==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:33OYNAIEL9Vdqyh6X9t5vQ==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:ybRrPMftTqW5AmJpp9V5Wg==

f7224863 Location:

Summary Statistics: Min. 0.0; Max. 1.0; Valid 169.0; StDev 0.4401324117471757; Mean 0.2603550295857988;

Variable Format: numeric

Notes: UNF:6:bAB4k2yn5avSs/EBUke1sg==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

Summary Statistics: Min. 1.0; Max. 7.0; Mean 3.3681459589117377; Valid 169.0; StDev 2.074274619825644

Variable Format: numeric

Notes: UNF:6:awnnVNCvgU0ogPHierQ5+A==

f7224863 Location:

Summary Statistics: Min. 1.0; Valid 169.0; Mean 3.301725837605945; StDev 1.7730839736947006; Max. 7.0

Variable Format: numeric

Notes: UNF:6:++gfOXnDDHcszjWdDXLieA==

f7224863 Location:

Summary Statistics: Mean 2.693589744483225; Valid 169.0; Min. 1.0; StDev 1.0290762920317171; Max. 4.0

Variable Format: numeric

Notes: UNF:6:66hC/Et5nCEV+1V/KpAu9g==

f7224863 Location:

Summary Statistics: Valid 167.0; Max. 94277.96875; StDev 19669.8520562764; Min. 788.3633762767464; Mean 19126.26379599686

Variable Format: numeric

Notes: UNF:6:0DWX/u5lLFlVgMNzDb1K+g==

f7224863 Location:

Summary Statistics: Max. 5.0; Mean 2.662721893491124; Min. 1.0; StDev 1.3178607031513883; Valid 169.0

Variable Format: numeric

Notes: UNF:6:mnxktKUoSYYt23q3rU46ZQ==

f7224863 Location:

Summary Statistics: Min. 1.0; StDev 2.693576362522184; Valid 169.0; Max. 9.0; Mean 4.781065088757396

Variable Format: numeric

Notes: UNF:6:JWxIYma+y5f8kANTLQur2w==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:UjCvFGbj/AxrmnxtrOgjbQ==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

Summary Statistics: Mean 54.30297569326452; Min. 15.816326141357422; StDev 16.917993941589966; Valid 148.0; Max. 90.30612182617188

Variable Format: numeric

Notes: UNF:6:Im4brL7GM9NI+9bge9kJSw==

f7224863 Location:

Summary Statistics: Max. 86.67276763916016; Mean 55.00518960219163; Min. 22.09654998779297; Valid 169.0; StDev 15.047665735599296

Variable Format: numeric

Notes: UNF:6:72oZBb6Vsb+KeQlITITIJw==

f7224863 Location:

Summary Statistics: Max. 9.85092544555664; Mean 6.198916474037621; Valid 169.0; Min. 1.3229166269302368; StDev 2.182923428964627

Variable Format: numeric

Notes: UNF:6:op817aZ4ZdeqLQ0cSEFPLw==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

Summary Statistics: Min. 1.286170482635498; StDev 0.7795339235476042; Mean 3.0340307838112643; Max. 4.599999904632568; Valid 169.0

Variable Format: numeric

Notes: UNF:6:Go8jLMVlIH/p9kn7IwkIQg==

f7224863 Location:

Summary Statistics: Min. 1.399999976158142; Mean 2.965969220421018; StDev 0.7795339202535357; Valid 169.0; Max. 4.713829517364502

Variable Format: numeric

Notes: UNF:6:Ovx+uWTtlVGDHj1/poGMiw==

f7224863 Location:

Summary Statistics: Max. 5.0; Min. 1.2741013765335083; Mean 3.089775778132783; StDev 0.9492861038754824; Valid 169.0

Variable Format: numeric

Notes: UNF:6:ZM0+SUHBrZbB/X7oKH/pTw==

f7224863 Location:

Summary Statistics: Mean 2.910224229626402; Min. 1.0; StDev 0.9492860951953372; Max. 4.725898742675781; Valid 169.0

Variable Format: numeric

Notes: UNF:6:Bf4uj+/Dsj0JQHtONVH34A==

f7224863 Location:

Summary Statistics: StDev 0.8515843568157406; Max. 4.647321701049805; Mean 2.5444391479153605; Valid 169.0; Min. 1.1611111164093018;

Variable Format: numeric

Notes: UNF:6:7rdUY69ffa0hl/7+ENF0TQ==

f7224863 Location:

Summary Statistics: Min. 1.3526785373687744; Valid 169.0; StDev 0.8515843627223801; Mean 3.4555608520846395; Max. 4.838889122009277

Variable Format: numeric

Notes: UNF:6:0OzXYdMg1lm8vP348bOU0A==

f7224863 Location:

Summary Statistics: StDev 19.172681952233614; Max. 92.85129197845067; Min. 13.333333110809326; Valid 169.0; Mean 56.39972454369394

Variable Format: numeric

Notes: UNF:6:u3hGaWBhwulsnMgTXFu+pg==

f7224863 Location:

Summary Statistics: Mean 52.20729571686694; Min. 12.034631729125977; StDev 19.73975208266227; Max. 92.33898162841797; Valid 169.0

Variable Format: numeric

Notes: UNF:6:/TAm/e+1Pf/4SjWmGyoe8A==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

Summary Statistics: Mean 3.4424826908393724; Min. 1.5; Max. 4.8031744956970215; Valid 169.0; StDev 0.853747392531016

Variable Format: numeric

Notes: UNF:6:Kk3uFWNYIuwRY2BhxRVmjg==

f7224863 Location:

Summary Statistics: Max. 4.895833492279053; Mean 3.7473837391159237; StDev 0.671129233618608; Valid 169.0; Min. 1.811868667602539;

Variable Format: numeric

Notes: UNF:6:KXX4TT6BQ6VxXHhPzWSTEw==

f7224863 Location:

Summary Statistics: Min. 1.1785714626312256; StDev 0.9890120827018265; Max. 4.976190567016602; Valid 169.0; Mean 3.4363246471924187;

Variable Format: numeric

Notes: UNF:6:HzPulw4SEKAUp0c9RW3bzA==

f7224863 Location:

Summary Statistics: Min. 1.5; Valid 169.0; StDev 0.8669558561075184; Max. 4.981481552124023; Mean 3.672613316739099;

Variable Format: numeric

Notes: UNF:6:R1PKoBtNDn3PYw5iaqaWng==

f7224863 Location:

Summary Statistics: Max. 97.43055470784505; Mean 66.6752485170381; Valid 169.0; StDev 19.151840422511416; Min. 17.823660850524902;

Variable Format: numeric

Notes: UNF:6:L9aJAAcWGwOQ47PTu/xyuA==

f7224863 Location:

Summary Statistics: Min. 18.88058090209961; StDev 19.90685477827812; Max. 97.32638549804688; Mean 64.22969328299077; Valid 169.0

Variable Format: numeric

Notes: UNF:6:Pd2a4tNtRGRV7BzO0iOZlg==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

Summary Statistics: StDev 0.7738221548589446; Mean 2.8182367488477356; Valid 169.0; Min. 1.2460317611694336; Max. 4.5

Variable Format: numeric

Notes: UNF:6:WrBv3Gy/7qmOiV8d82X8Xg==

f7224863 Location:

Summary Statistics: Mean 3.1817632525630253; Max. 4.753968238830566; Valid 169.0; StDev 0.7738221547650119; Min. 1.5

Variable Format: numeric

Notes: UNF:6:j6bRbaSSVPK+h20IT0Ka5g==

f7224863 Location:

Summary Statistics: Min. 1.2222222089767456; Max. 4.666666507720947; Mean 2.7700361902191792; Valid 169.0; StDev 0.803349187138044;

Variable Format: numeric

Notes: UNF:6:CBXtVYuWwLBO4d8lk2ePSA==

f7224863 Location:

Summary Statistics: Valid 169.0; Mean 3.229963799905495; Max. 4.777777671813965; StDev 0.8033491878551425; Min. 1.3333333730697632;

Variable Format: numeric

Notes: UNF:6:uSj3ok1tnpl+K+iNDGvzTw==

f7224863 Location:

Summary Statistics: Max. 4.567460536956787; StDev 0.6655774755728103; Mean 3.0667071913826396; Valid 169.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:QwoypqS632gJOALaCQs3dQ==

f7224863 Location:

Summary Statistics: Max. 91.64456197950575; Min. 16.66666603088379; Valid 169.0; Mean 57.17647711890732; StDev 16.585419474937396

Variable Format: numeric

Notes: UNF:6:vp9MffOAlRZQRCDaF9Pw3A==

f7224863 Location:

Summary Statistics: Min. 16.071428298950195; Mean 54.27066591928697; StDev 12.467446379124954; Max. 79.82649993896484; Valid 169.0

Variable Format: numeric

Notes: UNF:6:nGQLVdG57rd6q466eUc1Tw==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

Summary Statistics: Min. 1.1333333253860474; Max. 5.0; Mean 3.1657353336289082; StDev 0.9417465772538194; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:wWgf5+4muDTVXQOELHrrZQ==

f7224863 Location:

Summary Statistics: Mean 2.834264661433429; Max. 4.866666793823242; Valid 169.0; Min. 1.0; StDev 0.9417465991472751;

Variable Format: numeric

Notes: UNF:6:2fuw8nanH4dHTSYwHYOJ/Q==

f7224863 Location:

Summary Statistics: Max. 5.0; Valid 169.0; Min. 1.0416666269302368; Mean 2.9249381334823967; StDev 0.9380962761342617

Variable Format: numeric

Notes: UNF:6:Ps+U1CYyWV9HOZvzAgRV9g==

f7224863 Location:

Summary Statistics: Valid 169.0; StDev 0.9380962869548022; Mean 3.075061862990701; Max. 4.958333492279053; Min. 1.0

Variable Format: numeric

Notes: UNF:6:CeDD4NaKZTF+Ke9NuytVjA==

f7224863 Location:

Summary Statistics: Mean 2.7601002369608194; StDev 0.8812956383087261; Min. 1.0; Max. 4.5; Valid 168.0;

Variable Format: numeric

Notes: UNF:6:1FTUQu9yhDTnDoFWWPXYnw==

f7224863 Location:

Summary Statistics: Mean 3.2398997708445503; Min. 1.5; Max. 5.0; StDev 0.8812956628418431; Valid 168.0;

Variable Format: numeric

Notes: UNF:6:y8J506A0OUcZyPlGJNudCA==

f7224863 Location:

Summary Statistics: StDev 20.996225179755527; Max. 97.82723068560243; Mean 55.62405675860389; Min. 7.1875; Valid 168.0;

Variable Format: numeric

Notes: UNF:6:nb6rkCSANuFYP3WxkPujvQ==

f7224863 Location:

Summary Statistics: Valid 169.0; Min. 11.114363670349121; StDev 19.982309142541105; Max. 95.78626251220703; Mean 50.50751104298428;

Variable Format: numeric

Notes: UNF:6:HVc1PmEz9MUvVGkyoNWbPg==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

Summary Statistics: Max. 4.9375; Min. 1.0499999523162842; Mean 2.5108345069828824; StDev 1.0526706700687658; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:JY6pzGI2yVby42I2NXMq0w==

f7224863 Location:

Summary Statistics: StDev 1.052670667411883; Valid 169.0; Mean 3.4891654789095092; Min. 1.0625; Max. 4.949999809265137;

Variable Format: numeric

Notes: UNF:6:JySSmKW8/hM55lK8e4O8oA==

f7224863 Location:

Summary Statistics: Valid 169.0; StDev 0.6168081052046059; Min. 1.758730173110962; Mean 3.4066241605747383; Max. 4.750463008880615;

Variable Format: numeric

Notes: UNF:6:zpnHnGoA7QiORb6utQ5mOQ==

f7224863 Location:

Summary Statistics: StDev 0.57789147458759; Min. 1.8453733921051025; Max. 4.5435895919799805; Mean 3.3497090353768253; Valid 169.0

Variable Format: numeric

Notes: UNF:6:8E0CK1PMtSBimsY7Xfrz5w==

f7224863 Location:

Summary Statistics: StDev 0.7954021108994893; Mean 3.1991723634787563; Valid 169.0; Min. 1.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:6Cig4odjOQUGUO6d7Ply+Q==

f7224863 Location:

Summary Statistics: Mean 2.8008276393427654; Min. 1.0; StDev 0.7954021143130778; Max. 5.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:x/TxO0cPthyArLyX2yi55A==

f7224863 Location:

Summary Statistics: StDev 0.9857539828777041; Valid 169.0; Mean 2.6911105002171896; Max. 4.642857074737549; Min. 1.145370364189148

Variable Format: numeric

Notes: UNF:6:4uc1m+w+dIP0l8dVCEnuxQ==

f7224863 Location:

Summary Statistics: Valid 169.0; Max. 4.8546295166015625; Min. 1.3571429252624512; StDev 0.9857539821441181; Mean 3.3088894955505284

Variable Format: numeric

Notes: UNF:6:5PUOd/5cfKWSkVk6ZzaTHg==

f7224863 Location:

Summary Statistics: Max. 91.77192982456141; Mean 59.603676589190506; Valid 168.0; Min. 16.252380952380953; StDev 15.978981889316984

Variable Format: numeric

Notes: UNF:6:4W2KFfiN73c9KSowX0y+Dw==

f7224863 Location:

Summary Statistics: Max. 91.30833435058594; Valid 169.0; Min. 14.08222770690918; Mean 56.69932139695749; StDev 16.29120716456227

Variable Format: numeric

Notes: UNF:6:C0bqGmaMFRrn2MFRgXDTeQ==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

Summary Statistics: StDev 0.6929867687787066; Mean 2.7587273494731743; Max. 4.666666507720947; Min. 1.210714340209961; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:GqxIbcP+Jdw5WWKky09N7w==

f7224863 Location:

Summary Statistics: StDev 0.8647738241390375; Max. 5.0; Mean 3.260474591565555; Min. 1.5750000476837158; Valid 169.0

Variable Format: numeric

Notes: UNF:6:VuEyxqLnviNAT3RLhGKE3A==

f7224863 Location:

Summary Statistics: Valid 169.0; Mean 2.7395254119613464; Min. 1.0; Max. 4.425000190734863; StDev 0.8647738060535365;

Variable Format: numeric

Notes: UNF:6:Kn5QZnn8cTKT/4zQjqM9XA==

f7224863 Location:

Summary Statistics: Valid 169.0; Max. 4.666666507720947; StDev 0.7475662800734123; Mean 2.8418572365179573; Min. 1.181168794631958

Variable Format: numeric

Notes: UNF:6:rEXwisIeNTi6q5tNe5jM4Q==

f7224863 Location:

Summary Statistics: Mean 2.9331026105485725; Min. 1.3285714387893677; Max. 4.2703704833984375; StDev 0.6439351825775174; Valid 169.0

Variable Format: numeric

Notes: UNF:6:gtWFFOSkOIELi8PrjG5Eyw==

f7224863 Location:

Summary Statistics: Valid 169.0; Min. 1.547619104385376; Max. 5.0; Mean 3.278107306660985; StDev 0.6270108930769045

Variable Format: numeric

Notes: UNF:6:rnw2lrLdnbVZWMa206m8Dw==

f7224863 Location:

Summary Statistics: StDev 12.795535284089395; Min. 12.5; Valid 169.0; Mean 50.24213092862502; Max. 78.43333206176757;

Variable Format: numeric

Notes: UNF:6:n5szG6YlbOSK+l1norAWKA==

f7224863 Location:

Summary Statistics: Valid 169.0; StDev 13.066684606674983; Max. 79.69285583496094; Min. 12.160470962524414; Mean 48.31756241928191

Variable Format: numeric

Notes: UNF:6:BJl7U+m16fng96hhvX6AyQ==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

Summary Statistics: Min. 1.0; Mean 2.6542468120360514; Max. 4.288888931274414; Valid 169.0; StDev 0.7848526033331907;

Variable Format: numeric

Notes: UNF:6:wPcchg7Jsq/xnivjpyTxng==

f7224863 Location:

Summary Statistics: Valid 168.0; Max. 3.9166667461395264; Mean 2.403433220017524; StDev 0.6281808216747128; Min. 1.0

Variable Format: numeric

Notes: UNF:6:MyRTsnBeUmj6s8HPoHezbw==

f7224863 Location:

Summary Statistics: StDev 0.6738695931153081; Max. 4.199999809265137; Min. 1.0; Mean 2.082543754151889; Valid 168.0;

Variable Format: numeric

Notes: UNF:6:KTZFRZ0R5PD2USWtpOojEg==

f7224863 Location:

Summary Statistics: Max. 5.0; Mean 3.1020173123602333; StDev 0.8000113070275572; Valid 169.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:sEBTvUvxwR9ZbslZAFU/bQ==

f7224863 Location:

Summary Statistics: Valid 169.0; Max. 5.0; StDev 0.8000113009023953; Min. 1.0; Mean 2.897982684818245

Variable Format: numeric

Notes: UNF:6:JG8CxjzBV986dl7Dqe5nKg==

f7224863 Location:

Summary Statistics: Min. 1.4239652156829834; StDev 0.8408420717220859; Mean 3.597296955317435; Valid 169.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:9+fvlXVUIf+06pq9bRxdDw==

f7224863 Location:

Summary Statistics: Min. 1.0; StDev 0.8408420860710109; Mean 2.402703037628761; Max. 4.576035022735596; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:0N7X5AqBCB3PX2Sej+pF6Q==

f7224863 Location:

Summary Statistics: StDev 16.38865811238643; Mean 40.403503978860584; Min. 0.0; Valid 168.0; Max. 88.75;

Variable Format: numeric

Notes: UNF:6:zcESafuE8pU5SH85XhqhyQ==

f7224863 Location:

Summary Statistics: Max. 81.90956115722656; Valid 169.0; Mean 37.91641702031243; StDev 16.518104775905694; Min. 4.0

Variable Format: numeric

Notes: UNF:6:sAVd5q2iWHp3iBkBvTyBuw==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

Summary Statistics: Valid 169.0; StDev 0.9804740222812663; Min. 1.0; Max. 4.722222328186035; Mean 2.4545615107350094;

Variable Format: numeric

Notes: UNF:6:Ws31FGx9DuYuq3gHYR3yFg==

f7224863 Location:

Summary Statistics: StDev 0.980474030098102; Min. 1.2777777910232544; Valid 169.0; Max. 5.0; Mean 3.545438485032708

Variable Format: numeric

Notes: UNF:6:0jzphtyAPLzDJsWYVZhNQw==

f7224863 Location:

Summary Statistics: Valid 169.0; Mean 2.9460843928466884; StDev 1.024667563809282; Max. 4.896825313568115; Min. 1.0625

Variable Format: numeric

Notes: UNF:6:o/kFw1qn7gdNWNWP5xup8w==

f7224863 Location:

Summary Statistics: Min. 1.1031745672225952; Valid 169.0; Mean 3.053915609974833; Max. 4.9375; StDev 1.0246675381327905;

Variable Format: numeric

Notes: UNF:6:btN8oZUMhfY2LuUVuKD6PQ==

f7224863 Location:

Summary Statistics: StDev 0.5477464800370101; Mean 3.8194375546020867; Valid 169.0; Max. 4.81851863861084; Min. 2.0

Variable Format: numeric

Notes: UNF:6:AIpx14h2GQ0Dx4WvGruNQA==

f7224863 Location:

Summary Statistics: Mean 3.6570610210034973; Valid 169.0; Min. 1.25; StDev 0.8190840085491924; Max. 4.852941513061523

Variable Format: numeric

Notes: UNF:6:D5vFoAJYVwqapNFplcJCyg==

f7224863 Location:

Summary Statistics: Max. 5.0; Valid 169.0; Mean 2.6647196979917718; StDev 1.0194488939674917; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:oZRLum10AWhDkxdwd7Zx5Q==

f7224863 Location:

Summary Statistics: Min. 1.0; Valid 169.0; Mean 3.114406922159816; StDev 0.8224736789068681; Max. 4.800389766693115;

Variable Format: numeric

Notes: UNF:6:gpbE9uL9bdXH709MnUjXPg==

f7224863 Location:

Summary Statistics: Min. 1.0; Max. 4.848171234130859; StDev 1.0849591916290684; Valid 169.0; Mean 3.233897132281016

Variable Format: numeric

Notes: UNF:6:XOKFb5LCl+DbQV1FIHmXpw==

f7224863 Location:

Summary Statistics: Valid 169.0; StDev 0.46025862612538054; Mean 1.5206705360017585; Max. 4.972222328186035; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:ZlHCYdF8QD53VppFDHDoEw==

f7224863 Location:

Summary Statistics: Mean 54.41492223191507; Valid 169.0; Min. 15.625; StDev 14.877507274077935; Max. 95.05952508108956

Variable Format: numeric

Notes: UNF:6:0kxWpCd0p0MTJ45+wb6L0Q==

f7224863 Location:

Summary Statistics: Max. 90.41160583496094; Mean 52.866517162887305; Valid 169.0; StDev 14.755652565107527; Min. 20.9375;

Variable Format: numeric

Notes: UNF:6:Y2pzxhticO0QBvg1cY8xaw==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

Summary Statistics: Mean 3.668013569854555; Min. 1.5944445133209229; Valid 168.0; StDev 0.8508556063352455; Max. 5.0

Variable Format: numeric

Notes: UNF:6:Q0U56+f0pfUn/PZUavgHFQ==

f7224863 Location:

Summary Statistics: Valid 169.0; Min. 1.3809523582458496; StDev 0.8171052864927215; Max. 4.949999809265137; Mean 3.680837845661231;

Variable Format: numeric

Notes: UNF:6:34qGnzVEm/hmTH2bLw8J0Q==

f7224863 Location:

Summary Statistics: Min. 1.2222222089767456; Max. 4.964912414550781; Mean 3.6063318901513455; Valid 169.0; StDev 0.950355315839504

Variable Format: numeric

Notes: UNF:6:HiEjIIrmsAShrHjU19ChHw==

f7224863 Location:

Summary Statistics: StDev 0.8730167152672639; Valid 169.0; Mean 2.2463118754900417; Max. 4.395833492279053; Min. 1.0370370149612427

Variable Format: numeric

Notes: UNF:6:3cI+IZ15AvlmlEgTOEWPeg==

f7224863 Location:

Summary Statistics: Min. 1.6041666269302368; Max. 4.962963104248047; Valid 169.0; StDev 0.8730167185556941; Mean 3.753688132269142

Variable Format: numeric

Notes: UNF:6:FW8wRzNEcXq9cPwtBNxJEQ==

f7224863 Location:

Summary Statistics: Valid 169.0; StDev 0.8658443964722725; Mean 2.284793461568257; Max. 4.670833110809326; Min. 1.0370370149612427

Variable Format: numeric

Notes: UNF:6:L+Fx9VvZa1SBgODh5dyTlQ==

f7224863 Location:

Summary Statistics: Valid 169.0; Max. 4.962963104248047; Mean 3.715206534199461; Min. 1.3291666507720947; StDev 0.8658444068615303

Variable Format: numeric

Notes: UNF:6:Mc2zOtQ5pC8YnxO8u7km8A==

f7224863 Location:

Summary Statistics: Valid 167.0; Mean 69.50560251084968; Min. 20.75; Max. 98.32668067226889; StDev 19.285514265363027

Variable Format: numeric

Notes: UNF:6:E8WY423o1iom/PLrNe+gCg==

f7224863 Location:

Summary Statistics: Valid 169.0; Max. 98.74237060546875; StDev 18.829709387886414; Mean 67.09785535913953; Min. 21.844154357910156

Variable Format: numeric

Notes: UNF:6:c9GTXIDe4x6hflrTzy+w6Q==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

Summary Statistics: StDev 0.9904543833379019; Mean 2.9893348590862114; Max. 4.755555629730225; Min. 1.0754142999649048; Valid 169.0

Variable Format: numeric

Notes: UNF:6:X7XRkK2SFnwBuAFzWqRTdw==

f7224863 Location:

Summary Statistics: Min. 1.244444489479065; Max. 4.924585819244385; Mean 3.010665150789114; StDev 0.9904543956068477; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:LvDqk/nT2VZmB951NosIVw==

f7224863 Location:

Summary Statistics: StDev 0.7284294847685533; Min. 1.0; Mean 2.4310125345309106; Max. 4.111111164093018; Valid 169.0

Variable Format: numeric

Notes: UNF:6:3lZdVgTQ8YAtmt+hiFe3Bw==

f7224863 Location:

Summary Statistics: Mean 3.5689874598260465; Max. 5.0; StDev 0.7284294825261801; Min. 1.888888955116272; Valid 169.0

Variable Format: numeric

Notes: UNF:6:hnl+Vyfp0WB0eImXXUKQSw==

f7224863 Location:

Summary Statistics: Max. 3.989898920059204; StDev 0.7331701381395691; Mean 1.884597913047971; Valid 169.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:QrV+ksVQI40+7TP+hQsJfA==

f7224863 Location:

Summary Statistics: StDev 0.7331701428687454; Mean 4.115402087657409; Max. 5.0; Min. 2.010101079940796; Valid 169.0

Variable Format: numeric

Notes: UNF:6:04o+PQSSPAKPaMOeSd7Wlg==

f7224863 Location:

Summary Statistics: Mean 3.4428624683583275; StDev 0.7422337188568553; Max. 4.78045129776001; Min. 1.4249999523162842; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:MshbyZAgMPzxP8MDB0V8Aw==

f7224863 Location:

Summary Statistics: Min. 26.953125; Valid 168.0; Mean 64.95859264942575; StDev 16.097182272498017; Max. 96.73214285714285

Variable Format: numeric

Notes: UNF:6:/gpOy4EKHYttUEq3OMtexg==

f7224863 Location:

Summary Statistics: Min. 24.122024536132812; Valid 169.0; StDev 17.222178814820825; Mean 63.63551431012577; Max. 95.52259063720703;

Variable Format: numeric

Notes: UNF:6:IuNDhykUvNjmF9/XdxMyCw==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

Summary Statistics: Min. 1.2396104335784912; Max. 4.927884578704834; StDev 1.0282089855945609; Mean 3.2053247887707323; Valid 169.0

Variable Format: numeric

Notes: UNF:6:1vx+3CkCI+tshxcZEglH8Q==

f7224863 Location:

Summary Statistics: Valid 169.0; Mean 3.750958530155159; Max. 4.894444465637207; StDev 0.5838881323785975; Min. 2.084740161895752

Variable Format: numeric

Notes: UNF:6:kZEN6uL8U6WA7w/S8ra2aw==

f7224863 Location:

Summary Statistics: Mean 3.2330665708293576; Min. 1.375; Valid 169.0; Max. 4.803189754486084; StDev 0.9052234185195779;

Variable Format: numeric

Notes: UNF:6:YHBTssEf2iKjc+yaZAx4Vw==

f7224863 Location:

Summary Statistics: Min. 1.5520833730697632; Mean 3.3612975897873647; Max. 4.8740739822387695; Valid 169.0; StDev 0.8988376796485851

Variable Format: numeric

Notes: UNF:6:bsO2iXB2NdvGUVFwMLU09A==

f7224863 Location:

Summary Statistics: StDev 19.26170119484738; Max. 96.875; Min. 17.96401515151515; Mean 62.24232491017107; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:Ed4eceSKEJSH0KBrdXdyxA==

f7224863 Location:

Summary Statistics: Min. 15.400771141052246; StDev 20.869540141711536; Mean 59.838133247646354; Max. 95.58738708496094; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:j/p7N4B7PcvKnOzABAi8SA==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

Summary Statistics: Valid 169.0; StDev 0.6711502615361812; Max. 4.0; Mean 1.8966924687689646; Min. 1.0

Variable Format: numeric

Notes: UNF:6:QBJvZ8RhF6j/QMBlXuhIkg==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

Summary Statistics: StDev 2.0188182097023; Max. 9.529629707336426; Mean 5.378569437201913; Valid 169.0; Min. 1.4791666269302368;

Variable Format: numeric

Notes: UNF:6:Bruqc1vrVSjgG+WjmfETig==

f7224863 Location:

Summary Statistics: Valid 169.0; Max. 8.462499618530273; Min. 1.34375; Mean 4.75844174023916; StDev 1.5600745130248563;

Variable Format: numeric

Notes: UNF:6:hL1zxVETjiYegkEPGCk3Gw==

f7224863 Location:

Summary Statistics: Mean 4.826171647162127; Valid 169.0; Max. 8.674074172973633; StDev 1.5766846471667246; Min. 1.3229166269302368;

Variable Format: numeric

Notes: UNF:6:las54CV8sq3aHzU2FAxQBw==

f7224863 Location:

Summary Statistics: Valid 169.0; Min. 1.125; Max. 8.613725662231445; Mean 5.117159778549826; StDev 1.708790937760382

Variable Format: numeric

Notes: UNF:6:6J1AAWbQ/ihuL8fI/HEnPw==

f7224863 Location:

Summary Statistics: Max. 9.781481742858887; Mean 5.823266540758708; Min. 1.25; StDev 2.103442333170675; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:sFoPZFxUGfnfD9NTJlaTyQ==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:FKvwMWUTzy+aUwjlay4kOg==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:wfMBl4pMPUTCjKJ1s6Tzeg==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:kgjm9WDl/kmrKMufJev9Rg==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:7/RPIUTCkJ1rg4UM5AD6xA==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:oivuBKM9MwDXV+cxgdDWlA==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:CiogqleThnXeqbL+n8tAeg==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:KaVUCyti6BZ5UMlviEbaxA==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:i+NigGak7Imhz6Aa1s9o2g==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:SoJviXpV3SbzkKZeRNbHcQ==

f7224863 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==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:JS3d7ytpGXtqGRuSRXUgPA==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:ljOleeQ4Khl6KfvBYJMMEw==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:tM8ihzV5xIKAGNQczBAsEg==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:UgVFQNsYGTQ0tpx75cBzpA==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:dKaD1UJVcSQ/zd21wFtZEQ==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:irCnIEoMiD4/Ump4RTLLWA==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:y4tH3v/Ox6oRwOkEmqATVA==

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

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

Variable Format: numeric

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

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:nfdJt7Zawjpgejtgf98b+g==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:gkbyeZFmbX5G4MxyiudT+w==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:JZ+I28xrn14MMGMI3q8Cww==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:o4+SRf6RtUrHa3c9997Qgw==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:EWo8RYuNunvfGyuylF91UQ==

f7224863 Location:

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

Variable Format: numeric

Notes: UNF:6:PIU2xbwLjBHQ9u47W23B6A==

f7224863 Location:

Summary Statistics: Max. 5.0; Mean 2.988165680473373; StDev 1.3757602473181392; Min. 1.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:0hkh0ewC7hR6uPKL97CZ0g==

f7224856 Location:

Variable Format: character

Notes: UNF:6:H6D2DiQwiAtoWgY4syHgcQ==

f7224856 Location:

Variable Format: character

Notes: UNF:6:Kul0IGw5uyRTlyxmysPW5Q==

f7224856 Location:

Variable Format: character

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

f7224856 Location:

Variable Format: character

Notes: UNF:6:KTGsDcwf7H0iseNmsZzE+g==

f7224856 Location:

Variable Format: character

Notes: UNF:6:zO5oXL/a9la3GoFWGsim2w==

f7224856 Location:

Variable Format: character

Notes: UNF:6:eY6HSJWNeh9mCu/Li3hpHA==

f7224856 Location:

Variable Format: character

Notes: UNF:6:RuT41OiUXWAVsoiDJYDDDA==

f7224856 Location:

Variable Format: character

Notes: UNF:6:CfB0Tsnu0X2rrFKgKtSTcw==

f7224856 Location:

Variable Format: character

Notes: UNF:6:Ai9fvPOtqlDyHXqde4yLcg==

f7224856 Location:

Variable Format: character

Notes: UNF:6:T+l0UvmkcJd6kISkro0WWg==

f7224856 Location:

Variable Format: character

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

f7224856 Location:

Variable Format: character

Notes: UNF:6:U2kezRC776kE+MnI4cCcpg==

f7224856 Location:

Variable Format: character

Notes: UNF:6:DS1BXu2OSTqsivFKez4kvg==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

Summary Statistics: StDev 2.0859591792217653; Max. 7.0; Valid 169.0; Min. 1.0; Mean 3.4142011834319526

Variable Format: numeric

Notes: UNF:6:BcEYcHaycTxtANLc7fhDsw==

f7224856 Location:

Summary Statistics: Valid 169.0; Mean 3.337278106508876; StDev 1.8155662043655911; Min. 1.0; Max. 7.0

Variable Format: numeric

Notes: UNF:6:Bk+3HixiXMGcBc8cEjbiQQ==

f7224856 Location:

Summary Statistics: Min. 1.0; Valid 169.0; Mean 2.727810650887574; Max. 4.0; StDev 1.02201740835522;

Variable Format: numeric

Notes: UNF:6:lcpy09jabRaeNPVUnrlSGQ==

f7224856 Location:

Summary Statistics: Valid 167.0; Mean 19126.2994011976; Max. 94278.0; Min. 788.0; StDev 19669.840732449753

Variable Format: numeric

Notes: UNF:6:5FTiZ0/bFgBPSPQNUv9DbQ==

f7224856 Location:

Summary Statistics: Min. 1.0; StDev 1.3178607031513883; Mean 2.662721893491124; Max. 5.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:mnxktKUoSYYt23q3rU46ZQ==

f7224856 Location:

Variable Format: character

Notes: UNF:6:lgtrJ4b64cA9Fg0+7TBf5A==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:UjCvFGbj/AxrmnxtrOgjbQ==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

Summary Statistics: Min. 16.0; Max. 90.0; StDev 16.93325720247583; Mean 54.317567567567565; Valid 148.0

Variable Format: numeric

Notes: UNF:6:SuBAf++tNllT3h7nBN0g8g==

f7224856 Location:

Summary Statistics: Max. 87.0; Mean 55.0; StDev 15.019828164637508; Valid 169.0; Min. 22.0

Variable Format: numeric

Notes: UNF:6:OiibRlou7zRj+C6XmrOAFA==

f7224856 Location:

Summary Statistics: Mean 6.213017751479289; Min. 1.0; Max. 10.0; Valid 169.0; StDev 2.2231618423011756

Variable Format: numeric

Notes: UNF:6:Sdzri0lnZKHaFv1RVlIO8A==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

Summary Statistics: Min. 1.0; Valid 169.0; Max. 5.0; Mean 3.023668639053254; StDev 0.8448207947610175

Variable Format: numeric

Notes: UNF:6:CLXH59Aimc9khXLlSLKPJA==

f7224856 Location:

Summary Statistics: StDev 0.823754471047914; Max. 5.0; Min. 1.0; Mean 3.0; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:I/wPDeJpKACUdjQFdBLWWA==

f7224856 Location:

Summary Statistics: Max. 5.0; Min. 1.0; StDev 0.9854535123306314; Valid 169.0; Mean 3.0710059171597632

Variable Format: numeric

Notes: UNF:6:O14D2j71r6qLqeyfMUd16g==

f7224856 Location:

Summary Statistics: Max. 5.0; StDev 0.9808320744069312; Valid 169.0; Min. 1.0; Mean 2.9526627218934913

Variable Format: numeric

Notes: UNF:6:hICNOFsr7P/NfRGrq3WNMg==

f7224856 Location:

Summary Statistics: Mean 2.5680473372781067; Valid 169.0; Max. 5.0; Min. 1.0; StDev 0.9369004610610029

Variable Format: numeric

Notes: UNF:6:bAAPeLayeDhRE0aRUB5Ibw==

f7224856 Location:

Summary Statistics: Valid 169.0; StDev 0.9309417694952994; Min. 1.0; Mean 3.4378698224852067; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:F2jQbPTd/rTWrJE62X0PSQ==

f7224856 Location:

Summary Statistics: Valid 169.0; Max. 93.0; Mean 56.366863905325445; StDev 19.180417599026214; Min. 13.0;

Variable Format: numeric

Notes: UNF:6:hr5cDsuIdSkqWqUzRC4lEQ==

f7224856 Location:

Summary Statistics: Max. 92.0; StDev 19.772900558746002; Valid 169.0; Min. 12.0; Mean 52.19526627218935;

Variable Format: numeric

Notes: UNF:6:/olrGY56+7Xwe4dFhB5ihw==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

Summary Statistics: Mean 3.4497041420118344; Valid 169.0; Min. 2.0; StDev 0.8654151398767986; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:J1mWJjLvfD0sjlQ7mAuEVA==

f7224856 Location:

Summary Statistics: StDev 0.7152290192757069; Valid 169.0; Max. 5.0; Min. 2.0; Mean 3.8106508875739644;

Variable Format: numeric

Notes: UNF:6:ZUkI36qz03v7nHv4OfbkBQ==

f7224856 Location:

Summary Statistics: StDev 1.052576706612083; Max. 5.0; Valid 169.0; Mean 3.4733727810650885; Min. 1.0

Variable Format: numeric

Notes: UNF:6:4nKGNB54aSD1ymaklTvzyw==

f7224856 Location:

Summary Statistics: Min. 2.0; Mean 3.692307692307692; StDev 0.9385906354489072; Max. 5.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:XA0CgDbkDEGIlfPeTJRdTA==

f7224856 Location:

Summary Statistics: StDev 19.14549224239793; Mean 66.68639053254438; Min. 18.0; Valid 169.0; Max. 97.0

Variable Format: numeric

Notes: UNF:6:sUeeWXYL94YYuL7IDnHrRA==

f7224856 Location:

Summary Statistics: Mean 64.23076923076923; StDev 19.896158997584003; Min. 19.0; Valid 169.0; Max. 97.0;

Variable Format: numeric

Notes: UNF:6:o0JsSQewzsO3gavP7Jf6xw==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

Summary Statistics: Valid 169.0; StDev 0.8116508610945852; Max. 5.0; Mean 2.8224852071005917; Min. 1.0

Variable Format: numeric

Notes: UNF:6:NSzrqxqqLbG4DfbVB3Jonw==

f7224856 Location:

Summary Statistics: Max. 5.0; Valid 169.0; Mean 3.2366863905325443; Min. 2.0; StDev 0.8111299598572135

Variable Format: numeric

Notes: UNF:6:wAMdizBw0jzLpunkkz32vg==

f7224856 Location:

Summary Statistics: Min. 1.0; Valid 169.0; Mean 2.757396449704142; StDev 0.8558386809699965; Max. 5.0

Variable Format: numeric

Notes: UNF:6:5AqZTkUEutTk0n6xoFRziA==

f7224856 Location:

Summary Statistics: StDev 0.8503475827875032; Min. 1.0; Mean 3.272189349112426; Valid 169.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:9kXbz3qEercXhb4eaOdzcg==

f7224856 Location:

Summary Statistics: Min. 1.0; StDev 0.7023087153802597; Max. 5.0; Valid 169.0; Mean 3.1124260355029585

Variable Format: numeric

Notes: UNF:6:fMLXLF9+O7KWpmVzTrEM0g==

f7224856 Location:

Summary Statistics: Mean 57.18934911242603; Valid 169.0; StDev 16.579882536705934; Min. 17.0; Max. 92.0;

Variable Format: numeric

Notes: UNF:6:70S2FfRKRPFPxkwdJoDOOw==

f7224856 Location:

Summary Statistics: StDev 12.456401849142937; Valid 169.0; Min. 16.0; Mean 54.295857988165686; Max. 80.0

Variable Format: numeric

Notes: UNF:6:Ly9+i/tKCDXS+/ukbx1/uw==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

Summary Statistics: StDev 1.0210175091619214; Min. 1.0; Max. 5.0; Valid 169.0; Mean 3.1301775147928996;

Variable Format: numeric

Notes: UNF:6:toJPMl83Y2b7aFh5rUgcOg==

f7224856 Location:

Summary Statistics: Min. 1.0; StDev 1.0179427205698899; Valid 169.0; Max. 5.0; Mean 2.893491124260355;

Variable Format: numeric

Notes: UNF:6:EWKVsgwZ9G1ZV/tiIT7lBg==

f7224856 Location:

Summary Statistics: Mean 2.9053254437869827; StDev 0.9954814792846524; Valid 169.0; Max. 5.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:tlyX5jbhnE+xWH31CQfK1g==

f7224856 Location:

Summary Statistics: StDev 1.0025678498754242; Valid 169.0; Max. 5.0; Min. 1.0; Mean 3.112426035502959;

Variable Format: numeric

Notes: UNF:6:Lop4jtYL3qhXYGL8WJkESg==

f7224856 Location:

Summary Statistics: Min. 1.0; Mean 2.761904761904762; Valid 168.0; StDev 0.9679789132538653; Max. 5.0

Variable Format: numeric

Notes: UNF:6:47etBAN1B2COEkcMdC8Nuw==

f7224856 Location:

Summary Statistics: Max. 5.0; StDev 0.9584317339546238; Min. 2.0; Mean 3.2738095238095237; Valid 168.0

Variable Format: numeric

Notes: UNF:6:g1eR4VVktdOTeq6WZOtTjA==

f7224856 Location:

Summary Statistics: StDev 20.99225130984295; Valid 168.0; Max. 98.0; Mean 55.58928571428571; Min. 7.0;

Variable Format: numeric

Notes: UNF:6:C0wi9PEHkJcN5orOE9ndYw==

f7224856 Location:

Summary Statistics: Valid 169.0; StDev 19.97203948595423; Max. 96.0; Min. 11.0; Mean 50.50887573964498

Variable Format: numeric

Notes: UNF:6:FqdgCIXXaJ17DsYAAzxWTA==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

Summary Statistics: StDev 1.1080026020417568; Max. 5.0; Mean 2.497041420118343; Valid 169.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:OJ0bLdn49WKGyRuJOhHH7w==

f7224856 Location:

Summary Statistics: StDev 1.1025215086755171; Valid 169.0; Min. 1.0; Mean 3.5147928994082838; Max. 5.0

Variable Format: numeric

Notes: UNF:6:pGUKyA6/g97Xhsl9yHjHcw==

f7224856 Location:

Summary Statistics: Mean 3.4142011834319526; Max. 5.0; Min. 2.0; StDev 0.7113280552188626; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:JdTIhLXz0hegfFg1iSFBXg==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:lUgBZAk/OQ0JnxMDSRIU2g==

f7224856 Location:

Summary Statistics: StDev 0.8249507955988655; Max. 5.0; Min. 1.0; Mean 3.21301775147929; Valid 169.0

Variable Format: numeric

Notes: UNF:6:+GBQQNxPvZYtntyQoJiiLw==

f7224856 Location:

Summary Statistics: Mean 2.804733727810651; Max. 5.0; Min. 1.0; Valid 169.0; StDev 0.8400546078400383

Variable Format: numeric

Notes: UNF:6:aypjCdWtvY7SAofHlK2yxQ==

f7224856 Location:

Summary Statistics: Mean 2.6508875739644973; Valid 169.0; StDev 1.0476798824520182; Min. 1.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:/T2chPMYeAqTzD310bpWug==

f7224856 Location:

Summary Statistics: Min. 1.0; Max. 5.0; Valid 169.0; StDev 1.0394446574155882; Mean 3.3727810650887573

Variable Format: numeric

Notes: UNF:6:Y5nqhISO7qvt2P3jnQw06A==

f7224856 Location:

Summary Statistics: StDev 15.980736728728385; Min. 16.0; Max. 92.0; Mean 59.63095238095238; Valid 168.0

Variable Format: numeric

Notes: UNF:6:eg5dr/73JvVPS374k/rZgA==

f7224856 Location:

Summary Statistics: Max. 91.0; Mean 56.67455621301775; Valid 169.0; StDev 16.270975581668782; Min. 14.0

Variable Format: numeric

Notes: UNF:6:YP5ez1FTYpguZ26iqeR65g==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

Summary Statistics: Max. 5.0; Valid 169.0; Min. 1.0; Mean 2.7633136094674557; StDev 0.803758079196224;

Variable Format: numeric

Notes: UNF:6:q6Yz4IzWmRPEImRffQaTvg==

f7224856 Location:

Summary Statistics: Min. 2.0; Max. 5.0; StDev 0.9219315237983348; Valid 169.0; Mean 3.289940828402367;

Variable Format: numeric

Notes: UNF:6:LCWwFf8JG/MOWkm9OVxKqQ==

f7224856 Location:

Summary Statistics: StDev 0.9176811159657634; Max. 4.0; Min. 1.0; Mean 2.727810650887574; Valid 169.0

Variable Format: numeric

Notes: UNF:6:66Ne12veKf8D1DDG7Cpuyw==

f7224856 Location:

Summary Statistics: Mean 2.8934911242603554; Max. 5.0; StDev 0.7640853551667357; Min. 1.0; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:E3zyQp2K4SZEv9rwjatxdw==

f7224856 Location:

Summary Statistics: StDev 0.7145885523140838; Valid 169.0; Mean 2.964497041420118; Min. 1.0; Max. 4.0

Variable Format: numeric

Notes: UNF:6:Cqug3DYIJpuWvgAYkEm9uw==

f7224856 Location:

Summary Statistics: Max. 5.0; Valid 169.0; StDev 0.727000112203945; Min. 2.0; Mean 3.289940828402367

Variable Format: numeric

Notes: UNF:6:t8LJvf7sD/mgndRtkSh+SQ==

f7224856 Location:

Summary Statistics: Valid 169.0; Min. 13.0; Max. 78.0; StDev 12.786373042715807; Mean 50.260355029585796

Variable Format: numeric

Notes: UNF:6:czMkzbziCbcyFr3sxWEn4A==

f7224856 Location:

Summary Statistics: Valid 169.0; Mean 48.349112426035504; StDev 13.081794503118022; Min. 12.0; Max. 80.0;

Variable Format: numeric

Notes: UNF:6:VnfKf2Vx8sazDLVS8uDm4Q==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

Summary Statistics: Valid 169.0; StDev 0.8431932889399568; Mean 2.668639053254438; Max. 4.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:WNTb2h60VmdE0A9g0C78tw==

f7224856 Location:

Summary Statistics: Valid 168.0; StDev 0.696415319417979; Max. 4.0; Mean 2.4226190476190474; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:nK975nieywr/nuzYq+lDGA==

f7224856 Location:

Summary Statistics: Valid 168.0; StDev 0.6802595572999874; Mean 2.1488095238095237; Max. 4.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:JeP3yQ/3NqCT0WMz9cYgPw==

f7224856 Location:

Summary Statistics: StDev 0.825889549200231; Min. 1.0; Mean 3.1420118343195265; Valid 169.0; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:HCWOMC/YRR3v2u4wXoBdQQ==

f7224856 Location:

Summary Statistics: StDev 0.8224279390008908; Max. 5.0; Valid 169.0; Mean 2.8816568047337277; Min. 1.0

Variable Format: numeric

Notes: UNF:6:+5OjowAwMk2/DlkbbuVacQ==

f7224856 Location:

Summary Statistics: Min. 1.0; Mean 3.6153846153846154; Valid 169.0; StDev 0.8997354108424379; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:uc6VauKl5a70SWGtONetuA==

f7224856 Location:

Summary Statistics: Mean 2.4319526627218933; Valid 169.0; Max. 5.0; StDev 0.9045765110882056; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:YHFRv6lPRF6jQ8ZCPPEJXQ==

f7224856 Location:

Summary Statistics: Valid 168.0; Mean 40.43452380952381; Max. 89.0; Min. 0.0; StDev 16.38848722562092;

Variable Format: numeric

Notes: UNF:6:yE4rt92RwG0g5tQFQBibJw==

f7224856 Location:

Summary Statistics: Max. 82.0; Mean 37.88757396449704; Valid 169.0; Min. 4.0; StDev 16.546626743216216;

Variable Format: numeric

Notes: UNF:6:rnh/76GRpCX/oOh653ISnQ==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

Summary Statistics: StDev 1.0471754869278862; Valid 169.0; Min. 1.0; Max. 5.0; Mean 2.390532544378698;

Variable Format: numeric

Notes: UNF:6:0L6GigsSOud6E2cGJbxG2w==

f7224856 Location:

Summary Statistics: Max. 5.0; Valid 169.0; Mean 3.633136094674556; StDev 1.0557507988276076; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:le6twfkoyBPvCDvL21/LkQ==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:aFo1gpVQz0zG5MbOJwIz+A==

f7224856 Location:

Summary Statistics: StDev 1.1252250017631333; Mean 3.0414201183431953; Min. 1.0; Max. 5.0; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:iE/tIzTYLQLbU0+6fLiymQ==

f7224856 Location:

Summary Statistics: Mean 3.8224852071005917; Min. 2.0; StDev 0.6299780618488391; Max. 5.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:Pmf+QUG2zoIbEdJBVseN3w==

f7224856 Location:

Summary Statistics: Min. 1.0; Valid 169.0; StDev 0.8629289537741592; Max. 5.0; Mean 3.6745562130177514

Variable Format: numeric

Notes: UNF:6:71OUQVorT1+pKY/FAqWWUA==

f7224856 Location:

Summary Statistics: StDev 1.0511033529888554; Mean 2.698224852071006; Max. 5.0; Valid 169.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:zDDx38CmxjDsjtstCTxKpQ==

f7224856 Location:

Summary Statistics: Mean 3.1775147928994083; Valid 169.0; Max. 5.0; Min. 1.0; StDev 0.8683404951709189

Variable Format: numeric

Notes: UNF:6:9njibiM15bGBzO3dGZ0yRg==

f7224856 Location:

Summary Statistics: Max. 5.0; StDev 1.1226867203115638; Min. 1.0; Mean 3.2071005917159763; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:pmWJwDcpJQFjjpvvS/BtBg==

f7224856 Location:

Summary Statistics: Max. 5.0; Mean 1.4260355029585798; Min. 1.0; Valid 169.0; StDev 0.6041791154069652

Variable Format: numeric

Notes: UNF:6:FA8Y/Jg4lKHjqz5aqvCXJg==

f7224856 Location:

Summary Statistics: Mean 54.40828402366864; StDev 14.884241507452904; Valid 169.0; Min. 16.0; Max. 95.0

Variable Format: numeric

Notes: UNF:6:Bt9b+HAegpsGQzyRKRNhXQ==

f7224856 Location:

Summary Statistics: Valid 169.0; Max. 90.0; StDev 14.731957507137684; Mean 52.8698224852071; Min. 21.0

Variable Format: numeric

Notes: UNF:6:jVK4D4nmY9PrsH4/hjImTQ==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

Summary Statistics: StDev 0.9257430988908294; Valid 168.0; Min. 2.0; Mean 3.7023809523809526; Max. 5.0

Variable Format: numeric

Notes: UNF:6:iKrL5eBFeMffyzfzMh70EQ==

f7224856 Location:

Summary Statistics: Min. 1.0; Mean 3.727810650887574; Max. 5.0; StDev 0.864234074404656; Valid 169.0

Variable Format: numeric

Notes: UNF:6:ftAZVs59emHbgK9lSRXpCQ==

f7224856 Location:

Summary Statistics: Max. 5.0; Mean 3.6153846153846154; Valid 169.0; Min. 1.0; StDev 1.0177004891982147

Variable Format: numeric

Notes: UNF:6:1wkUIWGu296LIZc5PsKMWw==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:nmzx+xcDXPKJALuokUARxg==

f7224856 Location:

Summary Statistics: Max. 5.0; StDev 0.9258200997725515; Mean 3.7692307692307687; Min. 2.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:++OaBnPLKwsh24w4cNd0fw==

f7224856 Location:

Summary Statistics: Valid 169.0; Max. 5.0; Mean 2.301775147928994; Min. 1.0; StDev 0.9562123551744265;

Variable Format: numeric

Notes: UNF:6:p5lGEzzHOZ987sgIQ3jfWA==

f7224856 Location:

Summary Statistics: StDev 0.9558070945691602; Max. 5.0; Mean 3.7278106508875744; Min. 1.0; Valid 169.0

Variable Format: numeric

Notes: UNF:6:/O15XtKWQ/wmvDHlwaCjtQ==

f7224856 Location:

Summary Statistics: Max. 98.0; Mean 69.49101796407186; StDev 19.25255991849754; Valid 167.0; Min. 21.0

Variable Format: numeric

Notes: UNF:6:xErO4bw+4SR/9ISsltEDbw==

f7224856 Location:

Summary Statistics: Max. 99.0; Mean 67.07100591715977; Valid 169.0; Min. 22.0; StDev 18.82424157850502;

Variable Format: numeric

Notes: UNF:6:279uPAReKI+Aa73QcvQp9Q==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

Summary Statistics: Min. 1.0; Mean 2.9704142011834316; Max. 5.0; StDev 1.048956598941918; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:glJsznRjwjbcqXfohb87kQ==

f7224856 Location:

Summary Statistics: Max. 5.0; Mean 3.059171597633136; Min. 1.0; StDev 1.050533549314881; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:UT22bPmzS5OOKUPyyK1Peg==

f7224856 Location:

Summary Statistics: Min. 1.0; Max. 4.0; StDev 0.7724748443664189; Valid 169.0; Mean 2.497041420118343

Variable Format: numeric

Notes: UNF:6:EUwCx879EllWMAreERVv0w==

f7224856 Location:

Summary Statistics: StDev 0.7864823725937383; Mean 3.544378698224852; Max. 5.0; Min. 2.0; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:AkS0M/f540yzjv3a+j37gA==

f7224856 Location:

Summary Statistics: Valid 169.0; Min. 1.0; StDev 0.8334037727344438; Max. 4.0; Mean 1.8402366863905324

Variable Format: numeric

Notes: UNF:6:i47ARneKpF+2no5/tjbJyw==

f7224856 Location:

Summary Statistics: Mean 4.183431952662722; Max. 5.0; Min. 2.0; Valid 169.0; StDev 0.8356406491124873

Variable Format: numeric

Notes: UNF:6:JteiyzHINm5SzDzJcQr/zw==

f7224856 Location:

Summary Statistics: Max. 5.0; Min. 1.0; StDev 0.7776553325775355; Mean 3.437869822485207; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:WuTRCwnTU5xGsHeqp71iqA==

f7224856 Location:

Summary Statistics: Valid 168.0; Mean 64.9702380952381; Max. 97.0; StDev 16.10126100437463; Min. 27.0

Variable Format: numeric

Notes: UNF:6:BUXf40tgHsP5HDB9codNtQ==

f7224856 Location:

Summary Statistics: Max. 96.0; StDev 17.234102813977913; Valid 169.0; Min. 24.0; Mean 63.650887573964496

Variable Format: numeric

Notes: UNF:6:0P4xTHYfbsNZOzO/ibYeMA==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

Summary Statistics: Mean 3.2366863905325447; Valid 169.0; Max. 5.0; StDev 1.0815898361591267; Min. 1.0

Variable Format: numeric

Notes: UNF:6:m567negKahbFCqHXvunkKg==

f7224856 Location:

Summary Statistics: StDev 0.6660676373254084; Max. 5.0; Min. 2.0; Valid 169.0; Mean 3.7633136094674557

Variable Format: numeric

Notes: UNF:6:nICbPo53hOQV5HUF/VeJzQ==

f7224856 Location:

Summary Statistics: StDev 0.9314334807740119; Min. 1.0; Mean 3.2071005917159763; Valid 169.0; Max. 5.0

Variable Format: numeric

Notes: UNF:6:T0BwZui+WCxNuTo7Nl2K4A==

f7224856 Location:

Summary Statistics: Valid 169.0; Min. 2.0; StDev 0.9200959191424853; Mean 3.390532544378698; Max. 5.0

Variable Format: numeric

Notes: UNF:6:CVuwsi55GLi4lZIWtL1jlA==

f7224856 Location:

Summary Statistics: Valid 169.0; Mean 62.27810650887574; Max. 97.0; StDev 19.244963625966637; Min. 18.0

Variable Format: numeric

Notes: UNF:6:OZNZfKw4vIRV7sFhMJFhnw==

f7224856 Location:

Summary Statistics: Valid 169.0; Max. 96.0; StDev 20.862610591919193; Mean 59.79289940828402; Min. 15.0

Variable Format: numeric

Notes: UNF:6:GVcNeQACMOhpWGsrppBx8A==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

Summary Statistics: Mean 1.8698224852071008; Max. 4.0; StDev 0.7284037287867582; Valid 169.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:6HLXUhalGfJVbPVgJ3S7aw==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

Summary Statistics: Min. 1.0; Valid 169.0; Max. 10.0; Mean 5.384615384615385; StDev 2.0354009783964297

Variable Format: numeric

Notes: UNF:6:NxJkOQxNOK0NOj6jbuoBag==

f7224856 Location:

Summary Statistics: Max. 8.0; Min. 1.0; Mean 4.7514792899408285; StDev 1.6358377244031408; Valid 169.0;

Variable Format: numeric

Notes: UNF:6:XXyTMWSaAYcOArU93p7uvA==

f7224856 Location:

Summary Statistics: Min. 1.0; Mean 4.85207100591716; Max. 9.0; Valid 169.0; StDev 1.613377437809551;

Variable Format: numeric

Notes: UNF:6:b8grfdcKVB54kQ7vYea5og==

f7224856 Location:

Summary Statistics: Min. 1.0; Valid 169.0; StDev 1.7232028342274583; Max. 9.0; Mean 5.112426035502958

Variable Format: numeric

Notes: UNF:6:NA82SpqQ16jBrHBhXOmolw==

f7224856 Location:

Summary Statistics: StDev 2.126842098492234; Max. 10.0; Min. 1.0; Valid 169.0; Mean 5.810650887573964

Variable Format: numeric

Notes: UNF:6:6Ecrs9PGloJ0wtvZ+4bhlQ==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:dQqyiXjisnm4vonrCy63tw==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:gSgpGWlyTqqe0G1OdqZWfw==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:T91eSnI8XBlFpJdVHpRMcA==

f7224856 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==

f7224856 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==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:COzi5xOHmhpG3cFoFqxHCA==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:63VTExCszQRBGW2oFhYtCQ==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:l2S4jZEeBjYBt+NnWab6BQ==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:B0khHFBYSzsqodndXscF1g==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:JO7mlV7d+sXajBnx9669Zg==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:MBCHF9YrCn/Ni09gYAX0mg==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:m+BZQe9gmVSZ8Q746Tl9zg==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:eP3ARhr3f8gpyEN8ICQrTQ==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:3xcjuSbIGacoROuBxf4UkQ==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:8GaEZU7QT2YfDm71m7Edpg==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:9u7lWbKWStlfxE2DHSHAbQ==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:9JrwYeAZynUWNyyz2Bz6KA==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:/QckrFgR7d0GmCPnR46SLg==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:GvQFEDRsMY3dYdr6J4S7IA==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:6Nt2fpqXLRvC0o5yPGsUqA==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:xEmkwclnr2cdADrNhdujPg==

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:Yu8KfFtbHNvvR96WtHWpbQ==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:Cp6pSuS3qtIzWJeM1UtoJQ==

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

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

Variable Format: numeric

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

f7224856 Location:

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

Variable Format: numeric

Notes: UNF:6:/81NWJ8fP4refZwvO9kMPw==

f7224856 Location:

Variable Format: character

Notes: UNF:6:MzUUnpFOh3az8NBg433Ppg==

f7224857 Location:

Variable Format: character

Notes: UNF:6:JfDrR7SyKfaNQB4rOhdw4A==

f7224857 Location:

Variable Format: character

Notes: UNF:6:OKd9BCmHt4WgBpywRSApMQ==

f7224857 Location:

Variable Format: character

Notes: UNF:6:QOa0h2j0Us76QnCRY66oGQ==

f7224857 Location:

Summary Statistics: Min. 2012.0; StDev 2.9888440624293335; Mean 2017.2582417582419; Max. 2022.0; Valid 546.0;

Variable Format: numeric

Notes: UNF:6:W1SPzFKolVlkgSER3EiW/w==

f7224857 Location:

Variable Format: character

Notes: UNF:6:FxpYDijG1x7pTSUPuLH+3g==

f7224857 Location:

Variable Format: character

Notes: UNF:6:G5w20/huRVXCH773SWHO0w==

f7224857 Location:

Summary Statistics: StDev 6.155505476629566; Min. 1.0; Mean 9.111721611721611; Max. 43.0; Valid 546.0

Variable Format: numeric

Notes: UNF:6:nk7l9ggvpzumPbdjrqiMbQ==

f7224857 Location:

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

Variable Format: numeric

Notes: UNF:6:S3uHeofD3lRqfwXj+D4uEA==

f7224857 Location:

Summary Statistics: Max. 7.0; Min. 1.0; Mean 3.247252747252747; Valid 546.0; StDev 2.103566599552746

Variable Format: numeric

Notes: UNF:6:nwF4Cehe3dgmX5HJVt7PXQ==

f7224857 Location:

Summary Statistics: Min. 1.0; Max. 7.0; Mean 3.192307692307692; StDev 1.8015323204100486; Valid 546.0

Variable Format: numeric

Notes: UNF:6:ZEggE7ZKs505dMlJf0+sLg==

f7224857 Location:

Summary Statistics: Mean 1.2527472527472532; Min. 0.0; StDev 0.7934605186883654; Max. 2.0; Valid 546.0

Variable Format: numeric

Notes: UNF:6:d2/PGsMTQKzCARDL+bbFhg==

f7224857 Location:

Summary Statistics: Valid 545.0; StDev 1.0144164552777408; Mean 2.798165137614679; Max. 4.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:ni5Ps/WYM3/YAJ/XOkUlvg==

f7224857 Location:

Summary Statistics: Min. 698.8895874023438; Max. 99681.2941505156; Mean 20351.39710413414; StDev 18575.573628118764; Valid 535.0;

Variable Format: numeric

Notes: UNF:6:pB74CI13ggKuqYIB6qhqPg==

f7224857 Location:

Summary Statistics: StDev 1.272898605796166; Min. 1.0; Valid 546.0; Max. 5.0; Mean 2.7619047619047628

Variable Format: numeric

Notes: UNF:6:HsOSTSwG3aQy4yINixv38Q==

f7224857 Location:

Summary Statistics: Max. 9.0; Mean 4.9084249084249105; Min. 1.0; StDev 2.566338642559838; Valid 546.0;

Variable Format: numeric

Notes: UNF:6:1UWfPxLheAcv6LLYZWjHcQ==

f7224857 Location:

Summary Statistics: Mean 0.25824175824175816; Max. 1.0; Min. 0.0; Valid 546.0; StDev 0.43806897384930327;

Variable Format: numeric

Notes: UNF:6:ooCYsGRyK8DvZVZ+8c+w0A==

f7224857 Location:

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

Variable Format: numeric

Notes: UNF:6:S3uHeofD3lRqfwXj+D4uEA==

f7224857 Location:

Summary Statistics: Valid 368.0; Max. 94.89795684814453; StDev 18.042115927048958; Mean 56.19993846053662; Min. 4.081632614135742

Variable Format: numeric

Notes: UNF:6:tJLPwmr4Bn5e8GfulqkdRw==

f7224857 Location:

Summary Statistics: Valid 216.0; Min. 4.022409439086914; StDev 18.327718229241945; Max. 89.13148498535156; Mean 51.96529959528535

Variable Format: numeric

Notes: UNF:6:OTAyPiYOBdhHg26X1vikBA==

f7224857 Location:

Summary Statistics: Min. 16.995620727539062; Max. 92.50117492675781; Valid 216.0; Mean 62.06480040373626; StDev 15.544711277164865

Variable Format: numeric

Notes: UNF:6:221G6JzEitWJolmxv6Ba3g==

f7224857 Location:

Summary Statistics: Min. 10.774697303771973; Valid 546.0; Max. 89.20665740966797; StDev 16.18748602449901; Mean 56.01889167163834

Variable Format: numeric

Notes: UNF:6:IsNousOswB1enyxWSU90hg==

f7224857 Location:

Summary Statistics: Max. 88.96810150146484; StDev 17.366825630482047; Valid 545.0; Min. 7.305258750915527; Mean 51.51605488313447

Variable Format: numeric

Notes: UNF:6:5ti7pvc273IlVTP/EEDFVw==

f7224857 Location:

Summary Statistics: Mean 60.45613581281189; StDev 15.822078581667578; Max. 89.77880096435547; Valid 545.0; Min. 14.244135856628418

Variable Format: numeric

Notes: UNF:6:nzFwzA10in7bsOxBlKkA1g==

f7224857 Location:

Summary Statistics: Max. 338.0; Valid 546.0; StDev 95.86009132716076; Min. 1.0; Mean 131.74908424908426

Variable Format: numeric

Notes: UNF:6:L/d1LEA+LzmhEYDmAJUbNw==

f7224857 Location:

Summary Statistics: Min. 1.0; Mean 3.15018315018315; Valid 546.0; Max. 5.0; StDev 1.4217736575724493

Variable Format: numeric

Notes: UNF:6:2IEo0GJYRB+pL5O9CJD0JQ==

f7224857 Location:

Summary Statistics: Valid 526.0; Mean 6.326122037811425; Min. 1.0; StDev 2.3764574032067247; Max. 10.0;

Variable Format: numeric

Notes: UNF:6:O2iQ8BEsHds956hHoHW49A==

f7224857 Location:

Summary Statistics: Min. -1.2790195941925049; Mean 5.395649501340731; Max. 10.0; Valid 525.0; StDev 2.650667966755042

Variable Format: numeric

Notes: UNF:6:cQaXSzDUycuROGfqXiKVUQ==

f7224857 Location:

Summary Statistics: Mean 7.250217912537711; Valid 525.0; StDev 2.2673340855297415; Max. 10.6278715133667; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:gwwxWCioYgSjB33Z1G5ROQ==

f7224857 Location:

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

Variable Format: numeric

Notes: UNF:6:S3uHeofD3lRqfwXj+D4uEA==

f7224857 Location:

Summary Statistics: Max. 5.0; StDev 0.9170685342522774; Valid 544.0; Mean 3.0013392826213554; Min. 1.0

Variable Format: numeric

Notes: UNF:6:q5/kpo40M40EvdpPldMuEg==

f7224857 Location:

Summary Statistics: Max. 5.0; Min. 1.0; Mean 2.9986607169403747; StDev 0.9170685375751452; Valid 544.0;

Variable Format: numeric

Notes: UNF:6:6tfg6izMl1AbJmkF+uWQRg==