Christofer Bogaso
2019-Sep-18 10:54 UTC
[R] How to use breaks argument in hist() function correctly?
Hi, I have a numerical vector as below x = c(92958.2014593977, -379826.025677203, 881937.411562002, 25761.5278163719, -11837.158273897, 48450.8089746788, -415505.62910869, -168462.98512054, 328504.255373387, -298966.051027528, 237133.794811816, -49610.1148173768, -92459.1170329526, -261611.557495123, -314388.279999876, -432257.362693919, -1031328.04402229, 79654.3696754137, 107072.114744956, -43384.1420067487, 410881.767122128, 1107540.47690119, -187319.627164858, -363126.966946238, 264885.548330589, -127020.002396109, 150315.10537545, 609502.016523236, 218679.801620448, 901573.599806465, 8289.59210428538, -860908.637977889, 39680.5921457494, -70270.7462533897, 1135442.61429015, 133964.991179536, 1603815.51357657, 2509929.42959337, 193680.587201446, -167020.153065672, -55258.5415736386, -121185.161514792, -1003115.2769274, 1345368.12703686, 91665.388397883, 137350.320344812, 29866.332965572, 558999.444304371, 523687.666679187, -867194.523170726, -271190.308507375, -423629.796389981, 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-1219269.78360198, -898996.505036144, -1831572.18829179, 2128010.50558988, 1195434.82233423, 1515708.10090007, 583132.417644421, 1815704.96132808, 883129.278072434, 1203402.55663827, 270826.873382623, 2118310.18558988, 1185734.50233423, 1506007.78090007, 573432.097644421, 1806004.64132808, 873428.958072433, 1193702.23663827, 261126.553382623, 78721.2120844861, -853854.471171163, -533581.192605324, -1466156.87586097, -233584.332177312, -1166160.01543296, -845886.736867121, -1778462.42012277, 69020.8920844861, -863554.791171163, -543281.512605324, -1475857.19586097, -243284.652177312, -1175860.33543296, -855587.056867121, -1788162.74012277, 2171419.9537589, 1238844.27050325, 1559117.54906909, 626541.865813442, 1859114.40949711, 926538.726241455, 1246812.0048073, 314236.321551645, 2161719.6337589, 1229143.95050325, 1549417.2290691, 616841.545813442, 1849414.0894971, 916838.406241455, 1237111.6848073, 304536.001551645) Now, with hist() function, I have 2 observations -> hist(x, breaks = 18, plot = FALSE)$breaks[1] -4500000 -4000000 -3500000 -3000000 -2500000 -2000000 -1500000 -1000000 -500000 0 500000 1000000 1500000 2000000 2500000 3000000 [17] 3500000> hist(x, breaks = 20, plot = FALSE)$breaks[1] -4500000 -4000000 -3500000 -3000000 -2500000 -2000000 -1500000 -1000000 -500000 0 500000 1000000 1500000 2000000 2500000 3000000 [17] 3500000 When I had breaks = 18, I get total number of cells as 16, which is same when I put breaks = 20 In the 2nd case I was expecting total number of cells (i.e. bars) as 20 i.e. if I understand the documentation correctly I should expect total number of cells (bars) should be same as breaks argument in hist() function. How to make that happen?
Jim Lemon
2019-Sep-18 11:10 UTC
[R] How to use breaks argument in hist() function correctly?
Hi Cristofer, If you just ask for a number of breaks, you will get what "hist" thinks you should. Try this or something similar: hist(x,breaks=seq(min(x),max(x),length.out=21)) Jim On Wed, Sep 18, 2019 at 8:55 PM Christofer Bogaso <bogaso.christofer at gmail.com> wrote:> > Hi, > > I have a numerical vector as below > > x = c(92958.2014593977, -379826.025677203, 881937.411562002, 25761.5278163719, > -11837.158273897, 48450.8089746788, -415505.62910869, -168462.98512054, > 328504.255373387, -298966.051027528, 237133.794811816, -49610.1148173768, > -92459.1170329526, -261611.557495123, -314388.279999876, -432257.362693919, > -1031328.04402229, 79654.3696754137, 107072.114744956, -43384.1420067487, > 410881.767122128, 1107540.47690119, -187319.627164858, -363126.966946238, > 264885.548330589, -127020.002396109, 150315.10537545, 609502.016523236, > 218679.801620448, 901573.599806465, 8289.59210428538, -860908.637977889, > 39680.5921457494, -70270.7462533897, 1135442.61429015, 133964.991179536, > 1603815.51357657, 2509929.42959337, 193680.587201446, -167020.153065672, > 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44728.1197292919, -0.298488088236409, > 14874.4853767394, 287064.835578629, 104226.974571131, 426608.364609386, > 384112.161964605, 34940.8071400329, 1.97807462459604, 54674.5979877085, > -132282.644530739, 20791.899124619, 34937.6368832572, 62061.9180091976, > 16467.2368391754, -0.558064415894874, 97208.4729903377, 58498.6102185582, > -167167.894618437, 163434.083945409, 123365.958767946, -38494.8990481168, > 0.0632364670855726, 129932.58693482, 238101.40155474, -501113.58015545, > -186079.725861603, 90512.7002652543, 7247.80173566601, 0.208906244779166, > 49504.5959298972, -37598.5102920599, -659742.898701273, -170275.33873514, > -14381.7185175271, 7220.39522287804, 0.733060615008382, -569150.496856227, > -41199.9835920449, 261456.508431599, 358701.056972404, 39309.0269982611, > -77080.6525971282, -3.21959372557366, -102702.569884871, 294953.356154138, > -395338.955391595, 360737.675339021, -533562.044426142, 30059.0355589319, > 0, -485377.057439916, 289124.797013418, -308270.650867299, 602841.843639431, > 63713.9856345581, -64172.9824101041, 0.0390195048762285, -18072.1220569555, > 97716.9642924921, 76572.2212415675, 2470.42475020646, 739410.791023085, > -26974.7177125456, 0, 380044.560690408, 724952.450009499, 57233.6474051622, > 28038.419392239, -231816.655477011, -48805.2591175288, -0.0390000000000044, > 554212.528373654, -41661.4315296956, 374918.309394534, -176137.4007854, > -406985.921717131, -42967.5570292135, 0, 650009.68098304, -401007.429049733, > 21321.9766216372, 3108.33735649223, -115169.378554176, -39331.9311741647, > 0, -181130.407195509, -210538.633915801, 440086.385271864, -460251.352236625, > 74788.192922612, -39089.894058956, 0, -12512.8511791581, 49660.527994718, > -152827.582343717, 907083.182236652, -427230.37019585, 138171.436371292, > 0, 230190.97756307, -303429.008860114, -312469.012792172, 322036.171845101, > -160683.325202816, -5804.64242044523, 0, -50270.3734076749, -542714.085461664, > 258853.131646172, 315000.533698754, -215877.037004863, 6129.20169442105, > 0, 224174.054861113, 22932.8469025961, 72466.3591182846, 299865.152513392, > 620596.557035012, 30528.6666351762, 0, 432885.944264468, -569968.398601476, > 434193.477117182, -70516.1709908492, -157657.902256126, 46282.9497806456, > 0, 69817.9090433985, -201907.970463657, 12646.0315448356, 611276.259602801, > -362904.402464875, -50091.1292814856, 0, -21465.1392525689, 120298.172027106, > -275538.756366311, 752870.199661686, 377855.811785498, -59957.4006903867, > 0, 242581.966390384, 360285.31857188, -55460.2003679164, -19768.2776583378, > 342086.483182684, -48314.1629683354, -0.0390000000000044, 75758.008094813, > -232986.580427601, -558831.983886635, -379130.767186877, 223378.079567889, > -44489.3578210266, 0, -102047.56031235, -596657.741634109, -409718.688410994, > -251001.275795543, 101288.115755764, -49742.0341991841, 0, 314338.261338023, > -109796.32154767, 4981.4173191276, 24529.9990851288, -593681.894966965, > 20513.4817152197, 0, -475834.957888301, 371436.633074039, 273287.123742901, > 730222.595940584, 231609.963080369, -46489.0271928241, 0, 17703.7796039158, > -201705.46430191, 482271.359236496, -160792.735558924, -31169.5366026477, > -37730.3358669593, 0.0390195048762285, -160650.38033108, -327909.536083539, > -48936.3574478152, 318488.354334035, -93240.251751266, -10697.1107173841, > 0, 18338.3817931969, 16027.9319348424, -106137.347581375, -154472.956277086, > 312103.021369136, 27256.7605129305, -0.0390000000000044, 52901.2679994607, > -565477.86005398, 265457.837142564, -1295465.8600692, -249249.325943376, > 4217.29667690397, 10993.83142549, -190612.01217773, -126481.520265757, > -446211.455419932, -60588.8227399307, 342257.349207623, 7069.4562341614, > 0, -34155.9443169096, -390243.315646375, -298431.392874557, 127045.805640707, > -27503.7865941085, 19919.5772703024, 0, 368410.760757193, 256081.343476485, > -588813.324713638, -31820.1259164268, -4894.38037524587, -3339.18048876361, > 0, -109351.582042936, 22803.3930999242, -532188.341018045, 379014.709287203, > -209420.460955246, -6106.32573333691, 0, -310705.522907437, 311994.573029367, > 577311.962823487, 503839.889630994, 73486.3654876998, -148093.294519856, > -0.0117931322616463, 200333.050868587, -156898.517671003, -90960.627320574, > -232098.597529717, 385574.871832863, 34148.4821176916, 0.0390195048762285, > 245628.104353565, 13064.2820977622, 673110.069090808, 602388.968064926, > 333802.359442129, 117336.901867655, 0, -132085.327276172, -22104.1319673426, > -89258.7341848743, 813902.511652048, 187894.340554827, -58534.1411117304, > 0, 401123.25111419, -50412.5164197232, 352917.32953702, 471007.869324956, > -1462690.94394259, -101673.367240701, 0, -77998.8561992655, 42677.2659702527, > 214633.362947158, -111411.452676499, -565780.07082258, -28956.5478733124, > 0, 14511.6889820215, -299253.204708441, -35371.5367951968, -213084.033672759, > 165440.235984428, -41563.7068033373, 0, 272263.246686791, 342961.856212813, > -464927.825380237, -1158.51216366384, -731770.029899211, 2197.77807937099, > 0, 366084.099520566, 353560.120274768, -527099.719653057, -354462.470397102, > 23058.6767925143, 39092.9346594248, 0, 68768.1256515729, -53723.0997328149, > 865717.004986807, 308861.8274636, -71932.8009824469, 31965.737813913, > 0, -90793.7070101672, -57805.3318499619, -349356.122214827, 324499.050226239, > -442640.126211577, -11960.2308551751, 0, 27165.984174823, -496527.984470555, > -105545.64814941, 659917.896990033, -470007.004440225, 4979.29030123016, > 0, -396568.656005793, -38934.311202257, 106799.003402736, 213338.981468588, > 327172.530866476, -5233.52349551524, 0, -47502.4515278783, -72417.1467200766, > 653484.35126587, -92648.7460098199, -3233.32465660806, 29345.5325340027, > 0, -235276.123635367, -8085.28062041313, -176715.661475211, 28852.7921834861, > -90712.8139977853, 6684.15438538088, 0, 23091.3502385902, 5613.30618173497, > 388409.673062188, 103551.158151142, 279437.371614545, -25657.936438231, > 0, -347163.239371664, -638401.61934589, 431570.6795893, 395023.302773711, > -433195.627571962, -18972.8105174433, 0, -506739.285553855, 395763.737022434, > -268305.679979052, 53499.6681794225, 260010.994180304, -38900.1802124548, > 0, -8975.7698143267, 197713.712651446, -167425.915160878, 225029.030931452, > -426574.040247294, 709.951980378177, 344.39282972583, 189443.5367389, > -28896.2889688424, 139032.37432649, 190205.441708241, 16487.735835022, > -477.381837819444, -0.0390000000000044, 209528.834861704, 566730.674885216, > 322575.907703106, 38636.8911420965, -313533.21349995, -13272.940665971, > 0, 43989.4999869042, 73377.5778304944, 306212.048794163, 5923.18822185303, > -224098.632883127, -22864.2598605881, 0, 586585.190280267, 228930.634138658, > 409478.407704985, 146902.113837214, -433899.909484737, -1366475.59274039, > -1046202.31417455, -1978777.99743019, -746205.453746535, -1678781.13700218, > -1358507.85843634, -2291083.54169199, -443600.229484737, -1376175.91274039, > -1055902.63417455, -1988478.31743019, -755905.773746534, -1688481.45700218, > -1368208.17843634, -2300783.86169199, 1658798.83218968, 726223.148934031, > 1046496.42749987, 113920.74424422, 1346493.28792788, 413917.604672233, > 734190.883238072, -198384.800017578, 1649098.51218968, 716522.828934031, > 1036796.10749987, 104220.42424422, 1336792.96792788, 404217.284672233, > 724490.563238072, -208085.120017578, -390490.461315715, -1323066.14457136, > -1002792.86600552, -1935368.54926117, -702796.005577512, -1635371.68883316, > -1315098.41026732, -2247674.09352297, -400190.781315715, -1332766.46457136, > -1012493.18600552, -1945068.86926117, -712496.325577512, -1645072.00883316, > -1324798.73026732, -2257374.41352297, 1702208.2803587, 769632.597103054, > 1089905.87566889, 157330.192413242, 1389902.7360969, 457327.052841255, > 777600.331407096, -154975.351848555, 1692507.9603587, 759932.277103054, > 1080205.55566889, 147629.872413242, 1380202.4160969, 447626.732841255, > 767900.011407096, -164675.671848556, -422680.6084808, -1355256.29173645, > -1034983.01317061, -1967558.69642626, -734986.152742597, -1667561.83599825, > -1347288.55743241, -2279864.24068805, -432380.9284808, -1364956.61173645, > -1044683.33317061, -1977259.01642626, -744686.472742597, -1677262.15599825, > -1356988.87743241, -2289564.56068806, 1670018.13319361, 737442.449937968, > 1057715.72850381, 125140.045248157, 1357712.58893182, 425136.905676171, > 745410.184242009, -187165.499013641, 1660317.81319361, 727742.129937968, > 1048015.40850381, 115439.725248157, 1348012.26893182, 415436.585676171, > 735709.864242009, -196865.819013641, -379271.160311777, -1311846.84356743, > -991573.565001587, -1924149.24825723, -691576.704573575, -1624152.38782922, > -1303879.10926338, -2236454.79251903, -388971.480311777, -1321547.16356743, > -1001273.88500159, -1933849.56825723, -701277.024573575, -1633852.70782922, > -1313579.42926338, -2246155.11251903, 1713427.58136264, 780851.898106991, > 1101125.17667283, 168549.493417179, 1401122.03710084, 468546.353845192, > 788819.632411033, -143756.050844618, 1703727.26136264, 771151.578106991, > 1091424.85667283, 158849.173417179, 1391421.71710084, 458846.033845192, > 779119.312411033, -153456.370844618, 24092.4629115268, -908483.220344123, > -588209.941778283, -1520785.62503393, -288213.081350271, -1220788.76460592, > -900515.486040081, -1833091.16929573, 14392.1429115268, -918183.540344123, > -597910.261778283, -1530485.94503393, -297913.401350271, -1230489.08460592, > -910215.806040081, -1842791.48929573, 2116791.20458594, 1184215.52133029, > 1504488.79989613, 571913.116640484, 1804485.66032414, 871909.977068497, > 1192183.25563434, 259607.572378685, 2107090.88458594, 1174515.20133029, > 1494788.47989613, 562212.796640484, 1794785.34032415, 862209.657068496, > 1182482.93563434, 249907.252378685, 67501.911080549, -865073.7721751, > -544800.493609261, -1477376.17686491, -244803.633181249, -1177379.3164369, > -857106.037871058, -1789681.7211267, 57801.591080549, -874774.0921751, > -554500.813609261, -1487076.49686491, -254503.953181249, -1187079.6364369, > -866806.357871058, -1799382.0411267, 2160200.65275497, 1227624.96949932, > 1547898.24806516, 615322.564809505, 1847895.10849317, 915319.425237518, > 1235592.70380336, 303017.020547708, 2150500.33275497, 1217924.64949932, > 1538197.92806516, 605622.244809506, 1838194.78849317, 905619.105237518, > 1225892.38380336, 293316.700547708, 35311.7639154639, -897263.919340186, > -576990.640774346, -1509566.32402999, -276993.780346334, -1209569.46360198, > -889296.185036144, -1821871.86829179, 25611.4439154639, -906964.239340186, > -586690.960774346, -1519266.64402999, -286694.100346334, -1219269.78360198, > -898996.505036144, -1831572.18829179, 2128010.50558988, 1195434.82233423, > 1515708.10090007, 583132.417644421, 1815704.96132808, 883129.278072434, > 1203402.55663827, 270826.873382623, 2118310.18558988, 1185734.50233423, > 1506007.78090007, 573432.097644421, 1806004.64132808, 873428.958072433, > 1193702.23663827, 261126.553382623, 78721.2120844861, -853854.471171163, > -533581.192605324, -1466156.87586097, -233584.332177312, -1166160.01543296, > -845886.736867121, -1778462.42012277, 69020.8920844861, -863554.791171163, > -543281.512605324, -1475857.19586097, -243284.652177312, -1175860.33543296, > -855587.056867121, -1788162.74012277, 2171419.9537589, 1238844.27050325, > 1559117.54906909, 626541.865813442, 1859114.40949711, 926538.726241455, > 1246812.0048073, 314236.321551645, 2161719.6337589, 1229143.95050325, > 1549417.2290691, 616841.545813442, 1849414.0894971, 916838.406241455, > 1237111.6848073, 304536.001551645) > > Now, with hist() function, I have 2 observations - > > > hist(x, breaks = 18, plot = FALSE)$breaks > [1] -4500000 -4000000 -3500000 -3000000 -2500000 -2000000 -1500000 > -1000000 -500000 0 500000 1000000 1500000 2000000 > 2500000 3000000 > [17] 3500000 > > hist(x, breaks = 20, plot = FALSE)$breaks > [1] -4500000 -4000000 -3500000 -3000000 -2500000 -2000000 -1500000 > -1000000 -500000 0 500000 1000000 1500000 2000000 > 2500000 3000000 > [17] 3500000 > > When I had breaks = 18, I get total number of cells as 16, which is > same when I put breaks = 20 > > In the 2nd case I was expecting total number of cells (i.e. bars) as > 20 i.e. if I understand the documentation correctly I should expect > total number of cells (bars) should be same as breaks argument in > hist() function. > > How to make that happen? > > ______________________________________________ > R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see > https://stat.ethz.ch/mailman/listinfo/r-help > PLEASE do read the posting guide http://www.R-project.org/posting-guide.html > and provide commented, minimal, self-contained, reproducible code.
Stephen Ellison
2019-Sep-18 11:13 UTC
[R] How to use breaks argument in hist() function correctly?
> When I had breaks = 18, I get total number of cells as 16, which is > same when I put breaks = 20 > > In the 2nd case I was expecting total number of cells (i.e. bars) as > 20 i.e. if I understand the documentation correctly I should expect > total number of cells (bars) should be same as breaks argument in > hist() function.You do not _quite_ understand the documentation correctly. ?hist says "In the last three cases the number is a suggestion only; as the breakpoints will be set to 'pretty' values" That includes specification of a single number of breaks.> How to make that happen?Specify a vector of breaks with 20 intervals (21 values). For example, breaks=seq(-4500000, 3500000, length.out=21) This gives a bin width of 4e5. S Ellison ******************************************************************* This email and any attachments are confidential. Any use...{{dropped:8}}