Describe how these concepts intersect and why scales of measurement influence decisions about statistics and graphics.

id * year > class * empathy1 > empathy2 empathy2_r > empathy3 > empathy4 > empathy4_r > empathy5 > empathy5_r > empathy6 empathy7 > empathy_average 173 4 2.285714286 14 1d 4.714285714 10 Respondent 3.428571429 30 identification 3.714285714 398 number 134 2004 460 2002 3.857142857 1862 2002 3.428571429 942 2002 3.571428571 165 2004 4. 142857143 2027 2002 4 126 2002 4.571428571 A - WOD UA WO OI OI OI OI W O W A W N W O A WA U - - OI A A A A CI CI A OI OI OI W A A UI A W W OI OI N AU - U A O A W O - OI OI OI A A W N O W W A W O N OI OI OI A WO A - CI CI CI N OI OI OI W A - W W O W CI N NOOWO AAA WOO WO W A MI A WOW WAWOIN n NOW - N - N W - - - - - W - W N W A W - N WN N W - W - WOD OI OI OI A - U A N W A W W W N W O N 2485 2004 ( J - - N W - N O - - - A J - - W N O W W - W -A 4 J W O W OR W - N - - - N O - N A W N W W WA W- 2267 2002 4.428571429 18 2004 4.285714286 W A W N N N N W - N W N W N W WW - W 568 2002 5 327 2002 2.857142857 1300 2002 4 761 2004 4.571428571 385 2002 3.571428571 991 2002 4.285714286 1886 2002 2.428571429 1505 2002 3.285714286 2059 2004 4.428571429507 2002 3 4.428571429 108 3.714285714 26 id 4. 142857143 AAAAU 105 Respondent 3.714285714 116 identification 3.714285714 136 number 3.857142857 409 2002 3.714285714 AANA 550 2002 3.142857143 NON 1601 2002 3.285714286 423 2004 4.428571429 2484 2002 4 1148 2002 3.571428571 NONON 1825 2002 4.428571429 J - U A N W - CI W OR W OI OI OI W A A W W A AA AADOI " - - W A - N NO - - - N - N N - N W N N N WNNN NOW NO A A - OI OI OI A OI A A CI A WA AA WADA V A - WANA - W - - - 6 - - N N O W N W N NN NN JW WA A CICI CI W OI W - NOT A A A A W AA AA UI WW A NOW NANOWOOO - OI OI A A - W A W A AA AA W WOD NAWNWOUIOUI A - WON NA A W NA WO " W - N A N WA W - - - - NOW - A A N N WA NW- 444 2002 3.857142857 1278 2002 4.428571429 1158 2004 96 2002 119 2004 AWOWW A WOTWOTWO OI NOTCIA 2044 2004 4.428571429 2455 2002 2.714285714 J N W WW NAWAWNN 4.285714286 23 2002 1735 2004 2.428571429 1833 2002 3.571428571 1594 2004 4.714285714 2179 2002 2.571428571 2287 2002 2 857142857644 2004 2 3.714285714 - N 209 4.428571429 28 id 5 19: Respondent 4.285714286 359 identification -AW - - 3.857142857 494 number 3.714285714 2612 2004 4.428571429 1515 2004 4.714285714 481 2004 1535 2002 2107 2004 1768 2004 2.857142857 CI A UI A CI CI W O W W W CI A N CI CI CI CI CI - W O OF A W 1116 2002 CI A A N WOIN O W W A CI CI W OI OI OI OI OI N W OI OI OI A - N O N - - W - W W W - NA - - - - - O W - - N W 4.428571429 - - N - W - N - WA W - A A - - - W N W WO - N- 2492 2004 5 2365 2002 2.857142857 1699 2004 3.285714286 - N N A W - A - W W N- - W - - -J W N N W N W W W N N W N N W - NNW. 1493 2002 2.857142857 722 2004 5 2577 2004 3.142857143 2121 2004 4.857142857 2400 2002 4.142857143 1626 2002 4.428571429 827 2004 4.714285714 1723 2002 4.571428571 384 2002 5731 2004 5 5 13 id 2.857142857 18 Respondent 4.285714286 195 identification 3.714285714 775 number 3.571428571 1045 2004 4. 142857143 14 2004 4 2504 2002 3.714285714 2166 2002 3.714285714 956 2004 4 2404 2004 4. 142857143 1691 2004 AGA A CIA WA A OI OI A CI A OI OI OI WO W A OF - C1 01 - - - N - N W A N - - - N N W N O N A N O N W- - 4. 142857143 N N A N - - W W N - - U N N N N O W W AA NW-- - - G N - - W N N - - - N N N W - N - NN- WAS JOO AGA WNA GOOAA WA - A NA -AWOO JAANA COW WACO - A AA D - W W N N A WOO J AU W AU A WWAOIOIOI A A ANA ACACIA WOOT 48 2002 4 1066 2002 4.857142857 1871 2002 5 W - N N N W W W W W W W A N W N W W N 1857 2002 3.857142857 529 2004 3.571428571 2546 2004 3 747 2004 4.428571429 1786 2004 5 785 2002 4 1704 2002 3.285714286 2431 2002 4.857142857 1459 2004 4. 142857143 208 2004 857142857Measures of Scales of Measures of Graphic Variable Central Measurement Variability Depictions Tendency Class No... Mode v Ran... V Bar/Pie Empathy1 Ordi... v Mean V Ran... v Bar/Pie Empathy2 Ordi... v Mean v Ran... Bar/Pie Empathy3 Ordi... v Mean V Ran... Bar/Pie v Empathy4 Ordi... v Mean v Ran... Bar/Pie v Empathy5 Ordi... V Mean V Ran... Bar/Pie Empathy6 Ordi... V Mean v Ran... Bar/Pie Empathy7 Ordi... v Mean Ran... Bar/Pie Empathy Inter... v Mean Stan... Histog... Average