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Data Analysis Exam Guide

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0% found this document useful (0 votes)
34 views6 pages

Data Analysis Exam Guide

Update

Uploaded by

mebrahtomknfe02
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
Available Formats
Download as PDF, TXT or read online on Scribd
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Mi

dexams

*
*Tr
ueorFal
se*
*

1. Rawdat aisalway sorganizedandr eadyf oranal ysis.[False]


2. Primar ydataiscol l
ecteddirectl
yf r
om t hesour cebyt hei nvest i
gator.[
True]
3. Secondar ydatai scoll
ectedf i
rsthandbyt hei nvestigator.[False]
4. Api echar tisasuitabl
edi agram forrepr esent i
ngcont inuousdat a.[Fal
se]
5. Ahi stogram usesv ert
icalbarst orepresentf requenci es.[True]
6. Classboundar iesinahi stogram arepl acedal ongthev erti
cal axi
s.[Fal
se]
7. Af r
equencypol ygonisal i
negr aphconnect ingt hemi dpoi ntsofbar sinahistogram.[
True]
8. Componentbarchar tsareusedt oshowhowat otalisdiv i
dedi ntoparts.[
True]
9. Si
mpl ebarchar t
sar eusedt ocompar edi ff
erentv ar i
ablesatt hesamet ime.[Fal
se]
10.St
ur gesr ulehelpsindet erminingt hedesi rednumberofcl assesi naf r
equencydist
ri
buti
on.
[
True]

*
*Chooset
heCor
rectAnswer
**

11.Whi chofthefoll
owingi
s* *not*
*apri
mar
ymethodofdatacol
l
ecti
on?
a)Directpersonali
nterv
iew b)Mai
ledquest
ionnai
res c)Repor
tsf
rom j
our
nal
s d)
Schedulesthroughenumerators
[Answer:c)Report
sfrom jour
nal
s]

12.Whichofthefol
lowi
ngisat ypeof*
*cat
egori
cal
**f
requencydi
str
ibut
ion?
a)Discr
ete b)Cont inuous c) Grouped d) Quali
tat
ive
[Answer:d)Qual
it
ati
ve]

13. Thediff
erencebet
weent heupperandl
owercl
assboundari
esofaclassi
scal
l
ed?
a)Classli
mit b)Cl asswidt
h c)Cl assmark d) Classfr
equency
[Answer:b)Cl
asswidth]

14. Whichchar
tissuit
ablef
orr
epresent
ingtheper
cent
agedist
ri
but
ionofawhol
e?
a)Barchar
t b)Piechart c) Hist
ogram d) Frequencypol
ygon
[Answer
:b)Piechart
]

15. Whichofthefol
l
owi
ngis**
not*
*acomponentofagroupedfrequencydist
ri
but
ion?
a)Classl
imit
s b)Rawdata c)Cl
assboundar
ies d) Classfrequency
[Answer:
b)Rawdata]

*
*Fi
l
lint
heBl
anks*
*

16.Datacollectedinorigi
nal
formiscalled\_\
_\_\
_\_
\_\_\_.[Answer:Rawdat a]
17.Dataarrangedi nascendi
ngordescendingorderi
scal l
ed\ _\_\_\
_\_\
_\_\_.[Answer:Ar
ray
]
18.Thenumberoft imesacer t
ainvalueoccur
sinadat asetiscalledit
s\ _
\_\_ \
_\_\
_\_
\_.[
Answer:
Frequency]
19. \ _\_\_\_\
_ \
_\_\_dataisobtainedf r
om publi
shedsour ceslikejournalsandmagazi nes.
[
Answer :Secondar y
]
20.A\ _\_\
_\_\_\_\_
\_isusedtoshowt hedivi
si
onofat otalintoitscomponentpar ts.[
Answer:
Componentbarchar t]

*
*Mat
chi
ng*
*

Mat
cht
het
ermsi
nCol
umnAwi
tht
hei
rdef
ini
ti
onsi
nCol
umnB:

*
*Col
umnA*
* *
*Col
umnB*
*
21.Cl
assMark a)Numberofobser v
ati
onsinacl ass
22.Cl
assFr
equency b)Separ atesonecl
assfrom anot
her
23.Cl
assLi
mits c)Averageofupperandlowerclassli
mit
s
24.Cumul
ati
veFrequency d)Numberofobservati
onslessthanorequal
toav
alue

*
*Answer
s**
:21-
c,22-
a,23-
b,24-
d

*
*Shor
tAnswer
**

25. * *Whatar et het womai ncategor i


esofdat apr esent at
ion?**[Answer :Tabul arpr esent ation
andDi agr ammat icandGr aphi cpresent at ion]
26. * *Listt hreeexampl esofsecondar ydat asour ces.*
*[ Answer :Repor t
s, j
our nal s, magazi nes]
27. * *Whati sthepur poseofdat apr esent at i
on?* *[
Answer :Tof acil
i
tatest atisti
cal anal ysi
s]
28.* *Def i
neaf requencydi stri
bution. **[ Answer :Organi zat
ionofr aw dat ai nt abl ef orm usi ng
cl
assesandf requenci es]
29.* *Stat et hedi fferencebet weendi scr et eandcont inuousf r
equencydi stribut ion. *
*[ Answer :
Discretef requencydi stri
butiondeal swi thdat athatcanonl yt akeonspeci fi
cv alues( li
kewhol e
number s),whi l
econt inuousf requencydi st ri
buti
ondeal swi thdat at hatcant akeonanyv alue
withi
nar ange( li
kehei ghtorwei ght).]
30. * *Whati sthef ormul af orcalcul atingt heangl eofasect orinapi echar t?**[ Answer :Angleof
sector=( valueoft hepar t/t hewhol equant ity)*360°]
31.**Listt woadv antagesofusi ngdi agr ammat i
cdat apr esentation.*
*[ Answer :Gr eat erat t
raction
andf acili
tatecompar ison]
32. * *
Whatar ethet hreety pesofbarchar ts?**[Answer :Simpl ebarchar t
,Componentbarchar t
,
Mul t
iplebarchar t
]
33.** Different i
atebet weenahi stogr am andaf requencypol ygon.**[Answer :Ahi stogram uses
barst or epresentf requenci es,whi leaf requencypol ygonusesal i
negr aphconnect i
ngt he
midpoi ntsoft hosebar s.]
34.** Statef ivegui delinesf orcr eatingcl assesi nagr oupedf r
equencydi stri
but i
on. **[Answer :1)
Between5and20cl asses,2)Mut ual lyexcl usiv
ecl asses,3)Al l
-i
nclusivecl asses,4)Cont inuous
cl
asses, 5)Equal classwi dths( exceptf or" below..."or".
..andabov e"cl
asses) ]

*
*Tr
ueorFal
se*
*

35.Thecl assesinaf requencydi


str
ibuti
oncanoverl
ap.[Fal
se]
36.Afrequencydi str
ibutionhel
pstoorgani
zeandsummar i
zedat a.[
True]
37. Alldat aval
uesmustbei ncl
udedinaf r
equencydist
ri
bution.[Tr
ue]
38. Acl assmar krepr esent
stheupperli
mitofaclass.[
False]
39. Thecumul ativ
ef requencyofaclassisthesum ofthefrequenciesofal
lpr
ecedi
ngcl
asses.
[
True]

*
*Chooset
heCor
rectAnswer
**

40. Whatisthepr i
mar ypur
poseofconst
ructi
ngaf r
equencydi
str
ibuti
on?
a)Tocol l
ectrawdat a b)Toanalyzestati
sti
caldat
a c)Toor gani
zeandsummar
izedat
a
d)Topresentdatavisuall
y
[Answer:c)Toor gani
zeandsummar i
zedata]

41. Whichoft hefol


lowingi
sanexampl
eofadi scr
etev
ari
abl
e?
a)Heightofst udents b)Weightofobjects c)Numberofcar
sinapar
kingl
ot d)
Temperatur
ereadings
[Answer:c)Numberofcarsi
naparkingl
ot]

42. Whi
cht
ypeofbarchar
tisusedt
ocompar
edi
ff
erentcat
egor
iesov
ert
ime?
a)Simpl
ebarchar
t b)Componentbarchar
t c)Mul
ti
plebarchar
t d) Pi
echar
t
[Answer
:c)Mul
ti
plebarchar
t]

43. Whichgraphical
represent
ati
oni
ssuit
ablefordi
spl
ayi
ngt
hedist
ri
but
ionofcont
inuousdat
a?
a)Piechart b)Histogram c) Barchart d) Linegr
aph
[Answer:b)Hist
ogram]

44. Whatdoestheabbrevi
ati
on'Cf'
standf
ori
nafrequencydist
ri
but
iont
abl
e?
a)Classfr
equency b)Cl assmark c)Cumulat
ivefr
equency d) Cl
asswi
dth
[Answer:
c)Cumulati
vefr
equency]

*
*Fi
l
lint
heBl
anks*
*

45.The\ _\
_\_\_\
_\_\_\
_i sthedif
ferencebetweent hehighestandl owestv al
uesi nadat aset.
[
Answer:Range]
46.The\ _
\_\_\_
\_\_\_
\_separatesonecl assf r
om anot herinagr oupedfrequencydi st
ri
bution.
[
Answer:Classli
mi t
]
47.The\_\_\_
\_\_\_
\_\_isthenumberofobser v
ationsthatfallwi
thinaparti
cularclass.[
Answer :
Classf
requency]
48.The\ _
\_\_\_
\_\_\_
\_i salinegrapht hatrepresent
st hecumul ativef
requenciesofcl asses.
[
Answer:Ogive]
49.The\_\_\
_\_\_\
_\_\_isthemidpointofaclassinterv
al.[Answer:Classmark]

*
*Mat
chi
ng*
*

Mat
cht
het
ypesoff
requencydi
str
ibut
ionsi
nCol
umnAwi
tht
hei
rdescr
ipt
ionsi
nCol
umnB:

*
*Col
umnA*
* *
*Col
umnB*
*

50.Di
scretef requencydist
ri
bution a)Dataclassif
iedbasedonqual i
tati
vecat
egor
ies
51.Continuousf requencydi
str
ibuti
on b)Datagroupedintoclasses
52.Categoricalfrequencydi
str
ibuti
on c)Datarepresent
edbyi ndi
vidualval
ues

*
*Answer
s**
:50-
c,51-
b,52-
a

*
*Shor
tAnswer
**

53.* *Whati st hemai ndi ff


erencebet weenpr imaryandsecondar ydat a?**[Answer :Pr i
mar ydata
i
scol lect edfirsthandbyt heinv esti
gator,whilesecondarydatai scollectedf rom existingsour ces.]
54. * *Explaint heconceptofcl assboundar i
esinaf requencydi str
ibution.**[Answer :Class
boundar i
es ar et he v alues t hatsepar at
e one class from anot heri n a gr ouped f requency
distri
but i
on.Theyar ehal fwaybet weent heupperl i
mitofonecl assandt hel owerl i
mi toft henext .
]
55. * *Whati sthesi gnifi
canceofusi ngagr oupedfrequencydi str
ibution?* *[Answer :Agr ouped
fr
equencydi stri
but i
on i s used t o organize and summar i
ze l ar
ge dat aset s with cont inuous
variablesbygr oupi ngdat aintocl asses.]
56. * * Descr i
bet hest epsinv olvedi nconstructi
ngagr oupedf requencydi stributi
on.**[ Answer :1)
Findt her ange,2)Det erminet henumberofcl asses,3)Cal culatethecl asswi dth,4)Est abli
sh
classl imi t
s,5)Det ermi necl assboundar i
es,6)Cal culat
ef requenci es,7)Cal cul
at ecumul ati
ve
fr
equenci es]
57. * *How i saf requencypol ygonconst r
uctedf r
om ahi stogram? * *[Answer :A f requency
polygoni sconst ruct edbyconnect ingthemi dpoint
soft hebar sinahi stogram wi thst raightli
nes.]

*
*Tr
ueorFal
se*
*

58. Al
lty
pesofdat
acanber
epr
esent
edef
fect
ivel
yusi
nganyt
ypeofchar
torgr
aph.[
Fal
se]
59. Visualrepr
esentationofdatacanmakeiteasi
ert
ounder
standandi
nter
pret.[Tr
ue]
60. Af requencydi
stributionmustal
wayshaveanequalnumberofobser
vati
onsi neachcl
ass.
[Fal
se]
61. Thechoi ceofdatapr esent
ati
onmethoddependsont
hetypeofdat
aandt hepurposeofthe
analysi
s.[Tr
ue]
62. Theuseofdi f f
er entcol
orsordesignsinabarchartcanhel pdif
ferenti
atebet
ween
categori
es.[
True]

*
*Chooset
heCor
rectAnswer
**

63.Whichoft
hefol
lowi
ngi
sakeyconsiderat
ionwhenchoosingadatapresentati
onmethod?
a)Typeofdat
a b)Pur poseofanal
ysi
s c)Tar getaudience d)Alloftheabov
e
[Answer
:d)Al
loft
heabove]

64. Whichchartty
peismostsui t
abl
eforshowingtrendsovert
ime?
a)Piechart b)Li
negr aph c) Barchar t d) Hi stogr
am
[Answer:b)Li
negraph][I
nfor
mati
onbey ondtheprovi
dedtexti
sneededt
oful
l
yaddr
esst
his
quest
ion.
]

65. Whatistheadv antageofusi


ngapiechartoverabarchart?
a)Showingt r
endsov erti
me b)Repr esent
ingthedistri
buti
onofawhol
e c)Compar
ing
di
ff
erentcat
egories d)Di spl
ayi
ngt
hef r
equencyofindiv
idualval
ues
[Answer:b)Representi
ngthedi
str
ibut
ionofawhol e]

66. Whi chofthefol


lowingis**not
**abenef
itofv
isualdat
apresentat
ion?
a)Enhancedunder standi
ng b)I ncr
easeddataaccuracy c)Improv
eddeci
sion-
maki
ng
d) Effecti
vecommuni cati
on
[Answer:b)Incr
easeddataaccuracy]

67. WhatistheroleofStur
ges'r
uleincreati
ngaf r
equencydi
str
ibuti
on?
a)Determiningtherangeofdat a b)Calcul
ati
ngthecl asswidt
h c)Sel
ect
ingt
he
numberofclasses d)Def i
ningclassboundaries
[Answer:c)Sel
ecti
ngthenumberofcl asses]

*
*Fi
l
lint
heBl
anks*
*

68.\ _\
_\_\_\_\
_ \
_\_chartsareef fecti
vef orcompar ingdi f
ferentcategori
esataspeci fi
cpointin
ti
me.[ Answer :Bar]
69.The\ _
\_\_\_\_
\_\_\_i
napi echar trepresentsthepr oporti
onofeachcat egor y.[
Answer:Sector
]
70.A\ _ \
_\_\_\
_ \
_\_\_isatypeofchar tthatusespi cturesorsy mbolstor epr esentdata.[
Answer:
Pictogram][Informationbeyondt heprov i
dedt extisneededt of ul
lyaddresst hisquestion.
]
71. A\ _\_\
_\_\_\_\
_\_isatablet hatshowst hef r
equencyofv aluesindifferentclasses.[
Answer:
Frequencydi st
ributi
on]
72. \ _\_\_\
_\_\_\_\
_i st
hepr ocessoft r
ansformingr awdat ai nt
oameani ngfulfor
mat .[
Answer:
Datapr esentati
on]

*
*Mat
chi
ng*
*

Mat
cht
hechar
tty
pesi
nCol
umnAwi
tht
hei
rappr
opr
iat
eusesi
nCol
umnB:

*
*Col
umnA*
* *
*Col
umnB*
*

73.Pi
echart a)Compar i
ngmulti
plev ar
iabl
esoverti
me
74.Mult
ipl
ebarchar
t b)Showingthedist
ri
butionofawhol e
75.Hi
stogr
am c)Di
splay
ingthefrequencydist
ri
buti
onofcont
inuousdat
a
*
*Answer
s**
:73-
b,74-
a,75-
c

*
*Shor
tAnswer
**

76.* *Explai
nt he import
ance ofchoosi ng appropr
iat
e scal
es foraxes in gr
aphicaldata
presentat
ion.*
*[ Answer:Choosing appr opri
ate scal
es ensur
es thatthe dat
ai s displ
ayed
accuratel
yandav oidsmisleadi
ngi nt
erpretat
ions.Thescalesshoul
dbechosent oclearl
yshow
therangeofdat aandanysignif
icantpatt
ernsort r
ends.]

77. **Whataretheli
mi t
ati
onsofusingpiechart
sf ordatapresentat
ion?
**[
Answer:Pi
echarts
canbecomedif
ficul
ttointer
pretwhenther
earetoomanycat egoriesorwhenthepr
oport
ionsare
ver
ysimil
ar.Theyar ealsonotsui t
ableforshowingtrendsov ertimeorcomparingmulti
ple
var
iabl
es.
]

78. * *How canv i


sualdatapresentationenhancet hecommuni cati
onofr esearchfi
ndings?
**
[Answer:Visualrepr
esentati
ons,suchaschar t
sandgr aphs,canmakecompl exdatamor e
accessibl
eandunderstandabletoawi deraudience.Theycanhighl
ightkeyfindings,pat
ter
ns,and
trends,
makingiteasi
erforpeopletogr asptheinfor
mat i
onanddrawconcl usions.]

79. * *
Descri
bethecharacteri
sti
csofawell
-desi
gnedchartorgr
aph.
**[Answer:Awell
-desi
gned
chartorgraphshoul
dbecl ear
,conci
se,andaccurat
e.I
tshouldhaveacl eart
itl
e,l
abeledaxes,
andal egendifnecessary.Thechoiceofcharttypeshouldbeappropri
ateforthedat abei
ng
presented,
andthedesi
gnshoul davoi
dclut
terordi
str
acti
ons.]

80. **Whataresomecommonmi st
akest oav oi
di ndatapresent
ation?**[Answer:Some
commonmistakestoavoidincl
ude:usi
nginappr
opr i
atechar
ttypes,di
stort
ingscales,i
ncl
udi
ng
toomuchi
nfor
mation,
lacki
ngclearl
abel
s,andneglecti
ngtoprov
idecontextforthedata.
]

*
*Tr
ueorFal
se*
*

81.Usi
ngtoomanycol or
sinachar tcanimprov ereadabil
ity.[Fal
se]
82. Afrequencypol
ygoncanbeusedt orepresentbothdi screteandcont
inuousdata.[
True]
83. Abarchartisasuit
abl
ewayt orepr
esentt hepercentagedi st
ri
buti
onofawhol e.[
False]
84. Awel l
-l
abel
edgraphshouldincl
udeat i
tle,axi
slabels, andalegend(i
fappli
cable)
.[True]
85. Thepur poseofdatapresentati
onist omani pulat
edat atosupportaspecificconclusi
on.
[
False]

*
*Chooset
heCor
rectAnswer
**

86. Whichofthef
oll
owi
ngisameasureofcentr
altendencyi
nadataset
?
a)Mean b)Range c) Frequency d) Classwi dt
h
[Answer
:a)Mean][I
nfor
mati
onbey ondthepr ovi
dedtexti
sneededt
oful
l
yaddr
esst
his
quest
ion.
]

87. Whichtypeofcharti
sbestforshowingt
herel
ati
onshipbet
weentwovar
iabl
es?
a)Scatt
erplot b)Piechar
t c)Barchart d) Histogr
am
[Answer
:a)Scatterplot
][I
nformati
onbeyondtheprovi
dedtexti
sneededtoful
l
yaddr
ess
thi
squesti
on.
]

88. Whatisthedif
ferencebet
weenacl assli
mitandaclassboundary?
a)Classl i
mit
sar eincl
usi
ve,whi l
ecl assboundari
esareexclusive. b)Classlimitsar
e
excl
usi
ve,whi
leclassboundari
esarei nclusi
ve. c)Classli
mitsareusedfordi
scret
edat a,whi
l
e
cl
assboundariesareusedforconti
nuousdat a. d) Classli
mitsareusedforconti
nuousdata,
whil
ecl
assboundar i
esareusedfordiscretedata.
[
Answer
:a)Cl
assl
i
mit
sar
eincl
usi
ve,
whi
l
ecl
assboundar
iesar
eexcl
usi
ve.
]

89. Whichoft hef


oll
owingi s**
not**astepi
nconstr
ucti
ngapiechart
?
a)Cal cul
atepercentagesforeachcategory b)Determi
nethecentr
alangl
eforeach
sect
or c)Dr awacircl
eanddi vi
deiti
ntosect
ors d)Ar rangethesect
orsi
nascendi
ngor
der
ofmagnitude
[Answer :
d)Arr
anget hesector
sinascendi
ngorderofmagnit
ude]

90. Whatisthepurposeofusingacumulati
vefrequencydist
ribut
ion?
a)Toshow t hetot
alnumberofobser vat
ions b)Toi dentif
ytheclasswit
hthehighest
fr
equency c) Todet er
minet henumberofobser vat
ionslessthanorequaltoagivenv al
ue
d) Tocalcul
atethemeanoft hedata
[Answer
: c) Todeter
minet henumberofobservati
onslessthanorequaltoagiv
envalue]

*
*Fi
l
lint
heBl
anks*
*

91. \ _
\_\_\_\
_\_\_\_\_i
st hesci
enceofcol lect
ing,or ganizing,anal
yzing,andinterpr
eti
ngdat a.
[
Answer :Stati
stics][Inf
ormation bey ond t
he pr ovi
ded t exti s needed t ofull
yaddr ess this
quest
ion.]
92.A \ _\_
\_\_\_
\ _
\_\_isa subsetofa popul ati
on used t o coll
ectdat a.[Answer:Sampl e]
[
Infor
mat i
onbey ondt heprovi
dedtex tisneededt ofull
yaddr essthisquesti
on.]
93. \_\_\_\
_\_\_\_\
_\_dataisnumer icaldatathatcant akeonanyv aluewithi
nar ange.[
Answer :
Conti
nuous]
94. \ _\_\
_\_\_\
_ \
_\_\_dataisnon- numer i
caldat at hatdescr i
besqual i
ti
esorchar acter
ist
ics.
[
Answer :Quali
tati
ve]
95. \_\_\_\
_\_\_\_\
_\_areusedtor epresentcategoriesorgr oupsinabarchar t
.[Answer:Bars]

*
*Mat
chi
ng*
*

Mat
cht
het
ermsi
nCol
umnAwi
tht
hei
rdef
ini
ti
onsi
nCol
umnB:

*
*Col
umnA*
* *
*Col
umnB*
*

96.Range a)Themi
ddleval
ueinadataset
97.Median b)Themostfr
equentval
ueinadataset
98.Mode c)Thedi
ff
erencebetweent
hehighestandl
owestv
alues

**Answer
s**
:96-c,
97-
a,98-b[
Infor
mationbeyondtheprov
idedtexti
sneededt
oful
l
yaddr
esst
his
questi
on,
asthesedef
ini
ti
onsaren'
texpli
cit
lygi
venint
hetext.
]

*
*Shor
tAnswer
**

99.**
Whatist hei
mport
anceofdatavisual
izat
ionindataanal
ysis?
**[Answer:Datav
isual
izat
ion
hel
pst oexploredat
a,ident
if
ypatter
nsandt rends,andcommuni cateinsi
ghtsef
fecti
vely
.It
makesiteasi
ertounder
standcompl
exdat aandsupportsbet
terdeci
sion-
making.
]

100. **Howcandat apresent


ati
onbeusedt omi sl
eadormisr
epr esentinf
ormation?**[
Answer:
Datapresentati
oncanbemi sl
eadi
ngifinappropr
iat
echartt
ypesar eused,scalesar edist
ort
ed,
dataisomitt
ed, orl
abel
sareunclear
.It
'scruci
altobeawareofthesepot ent
ialpi
tf
allsandensure
thatdat
aispr esent
edethi
call
yandaccuratel
y.
]

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