How to use breaks argument in hist() function correctly?

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How to use breaks argument in hist() function correctly?

Bogaso
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,
96407.0505512169, 193397.770743584, -1231855.39144784, 324272.89909045,
-1586859.60653751, 252986.272621096, -1008329.14877038, -24090.2255466315,
159815.745712707, 969037.929787668, -586905.922684562, 573133.370665267,
-285493.361916026, -368392.707593945, -199242.654709143, 151002.480443041,
-678758.615800119, 467477.655111104, -267683.37512503, -1541813.6353232,
-6723.49019530666, 373.233886695949, 59116.2440402955, -1369030.26511923,
1527024.1822942, 63951.299612343, -535128.407281035, 304507.377244809,
141771.552178838, 98963.774668207, 10810.9015935012, 1022008.90830883,
276804.330003406, -304607.247552493, -15767.6578367545, -204454.923166458,
722866.275157944, 137685.886832198, 590201.29119819, 904805.824902981,
-47417.8588758472, 55097.1936075327, 144426.170076371, 1020559.38779514,
-7019.11334737329, 488224.043025845, -28272.5766026849, -295384.449673914,
-93475.8799719289, -367939.725072447, -1244135.36327203, -863835.124327735,
-1399240.55792133, 241146.794430078, -96612.1109580967, -9159.41140641969,
-240291.731366074, -7482.02181888149, 71427.8225121907, -228401.89341468,
948738.649629141, -327368.940001115, -53374.866091836, 126448.573738739,
344962.4459403, 270571.141270723, 746988.197131718, -253220.465177424,
-362652.833437272, -4385.56796251462, -114398.64639441, 454240.63525686,
-1239567.92855698, -389939.987378005, -364083.196493484, 24693.1882238397,
4635.22406457209, 57992.688805147, -67934.5184434773, 123034.937557127,
483909.751375248, -167441.867070132, -382537.019103907, 267584.10264059,
-188944.743935369, -47062.5409102427, -860201.712919788, -203096.090898701,
44317.9727734545, 375924.206160012, 67000.7086638517, 137607.783105903,
-306430.502044082, -669552.84790218, -72629.0354820569, 251145.827045551,
-230557.16727732, -112594.52630222, 74052.4425890159, -105774.458850881,
-241185.430318678, -296663.488112722, 156807.699193046, -520102.742784345,
-56451.5201730288, -23171.0259034268, -107945.719878344, -158480.929620835,
-769507.414580615, -83077.050717928, 477248.698330914, 27706.3803488034,
70485.7144565997, 302213.341425514, -322119.331851626, -476228.406727923,
-99453.524756431, -673693.791106482, 38765.0473434452, 63302.3087165867,
116619.019966859, -167803.424492692, 82982.1864557734, -262627.809345438,
643538.235642472, -90724.2065826313, -435531.286293254, -371820.753318447,
-224713.223837607, -538987.838068522, -195841.454277966, 13924.6120356087,
-415252.7309228, 209424.879456433, 485624.048364534, 74317.8482029741,
19994.939065553, -460452.302259829, -141374.457424938, -77310.8968822459,
56112.3979095014, -150891.122921784, -679395.088755517, -523803.739201696,
-69888.2239139985, -4463.34352237508, -63616.8025699607, 906704.585396864,
1096575.89875834, -382869.397851591, -624324.630106468, -468837.009485095,
-49963.2943695135, 17038.2753380311, 756286.614911188, -995536.510249994,
308899.601761641, -375123.707808525, -113921.428586057, -61573.6957341075,
55239.3511454715, -46731.8391379398, 697843.754042485, 265162.29364751,
1133747.94683337, -355974.319924194, 30699.0482856455, -19680.791041683,
-624454.313911307, 94983.7375389124, 744849.080038272, 172732.610815633,
-120546.157860821, 62579.2205127864, -621204.554941904, 293869.359181081,
-108505.317455271, 646163.583792489, -502636.630380265, 502413.155645464,
-49238.362688755, 108812.985894042, -139113.621347874, 1120034.73283877,
-296008.55142246, -845627.626734492, 116082.364002893, 85096.4224949463,
-84149.6401610159, 611729.398657364, -783642.839894851, -9788.4825023263,
-58734.3009729933, -110950.384570162, -53258.3833170316, -20519.0858192393,
456910.655858686, 48830.1071552214, -358333.95721609, 80046.3518406906,
-224193.119044228, 45897.0722281932, -4895.48804178487, 735710.318540904,
183571.602770915, -103173.288434665, 554285.106452708, 536724.819749035,
-38962.2828892764, 26730.2338615816, -267784.282389664, 659763.691652086,
331635.73797362, -305496.497141735, 337703.432388682, 26793.2725583163,
-214055.61511956, 433283.794587772, 26322.8583007973, 425589.473694935,
760717.980878795, 846383.092695917, -121781.599418283, 22765.984683561,
-596872.133685553, 51016.4424322632, 467025.462325698, -148373.671711807,
-97450.7147576735, 7382.29995650104, -117964.772809025, -341687.304035859,
-64135.4936418714, 925622.18739822, 509465.265446495, 666959.054624484,
101266.034014433, -54356.9278096486, -169574.607400605, -491502.82033228,
-1431395.03624151, -41954.234018976, -91514.0781150778, 36094.5145963667,
-247758.21106228, 386406.544125574, -641366.891879003, 431862.530550072,
-283519.781039346, -176768.699381518, -85100.6040966148, 42919.1786790648,
-573792.209418182, -145083.358546141, -103592.591445374, 319209.00200335,
-370175.637619263, 34696.5118008997, 79583.3105203735, 503595.367049541,
-434262.168819613, -132424.172094326, 630382.147524522, -1330812.5932007,
-7750.462191761, -52914.945661348, -222040.592341358, -415562.175846289,
-71531.5958861226, -456099.947517153, 419065.115234754, 64284.5966914758,
4226.19375637705, 94078.3527038254, 89893.58540033, -607610.417024073,
683856.387361433, -512127.869824724, 11208.9177003014, -101394.077581535,
183026.233407253, -449379.145236669, -115660.001087383, -427573.119007334,
149949.670761132, -30407.0906389678, 43589.1678439909, 849824.902598111,
152884.005705639, -196505.577342962, -500734.692731424, -724491.634413791,
25817.4670523092, -33508.328927694, -207970.139008736, 233644.555631856,
28621.8629536495, 97538.1943793821, -457171.816247728, 19677.4619186778,
45873.6550271451, 66012.2155865722, -176547.315860871, -252790.80957217,
-375137.893142149, 116509.511838958, -27345.0227510922, 169791.737389099,
428414.3658631, -176651.274187717, -376051.900674277, -244132.733506922,
343127.394965013, 6888.21779774424, 24855.7977502716, -146245.224251319,
233807.28504872, 385247.635117681, 398739.686465815, -86857.8501653977,
21314.8285674162, -52351.3519254668, 130547.331367762, 286512.515038983,
-11334.6942366484, 417334.891406081, -236507.700402914, 18979.6967512829,
224208.680482475, 189826.430999614, -7258.57319459158, 480647.58173687,
-920781.096620284, -11715.9303767758, 115138.804482871, 48173.3682232096,
-35953.8062163407, -166496.453697499, 66640.8786572668, -285594.787789923,
-168011.566368402, 59329.1235053135, 278322.35446075, -327158.568212705,
191785.529412968, -3305.56372526809, 82220.2970326393, -57371.8575741457,
29341.7002043565, 401576.094427155, 103000.389358117, 158704.130969137,
-514696.863379762, 22590.8081844391, 34442.031907286, 62017.6376087912,
80386.3513537029, 570827.663317477, 330694.482577645, -163011.12596347,
357264.862382688, -57457.4294474906, 64054.0423064279, -30460.8776071838,
-188482.387265618, -40987.6612274076, -346628.308614365, 219713.48060811,
-12846.3190258391, -186723.019837828, 41894.5779905318, 288502.730124394,
-680756.196621792, 50965.4917067681, 322152.722049961, -37810.7271030323,
118804.015303478, -386601.929404725, 272579.430812827, -502413.434160233,
-719749.806882519, 514899.338261728, -83692.3953531943, 96278.7775390785,
107099.14569242, 63089.5998775806, -400090.250678807, -417651.577893759,
-21815.3476344813, -12499.3359054499, -67383.6387324494, -45190.9746238859,
-547072.030384359, 227028.825648466, 514573.742851474, 13213.6331764028,
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196011.797876105, 8731.27421508938, -94532.8400731803, 182528.705947351,
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0, -46130.0248887956, 248988.399950314, 587283.929234732, -82405.4103124134,
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279294.807952869, 283383.352309925, 821365.674135911, -14492.7515847964,
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261414.839820517, 409609.401529891, 320549.126738313, -24856.3413476205,
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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?

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Re: How to use breaks argument in hist() function correctly?

Jim Lemon-4
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
<[hidden email]> 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,
> -55258.5415736386, -121185.161514792, -1003115.2769274, 1345368.12703686,
> 91665.388397883, 137350.320344812, 29866.332965572, 558999.444304371,
> 523687.666679187, -867194.523170726, -271190.308507375, -423629.796389981,
> 96407.0505512169, 193397.770743584, -1231855.39144784, 324272.89909045,
> -1586859.60653751, 252986.272621096, -1008329.14877038, -24090.2255466315,
> 159815.745712707, 969037.929787668, -586905.922684562, 573133.370665267,
> -285493.361916026, -368392.707593945, -199242.654709143, 151002.480443041,
> -678758.615800119, 467477.655111104, -267683.37512503, -1541813.6353232,
> -6723.49019530666, 373.233886695949, 59116.2440402955, -1369030.26511923,
> 1527024.1822942, 63951.299612343, -535128.407281035, 304507.377244809,
> 141771.552178838, 98963.774668207, 10810.9015935012, 1022008.90830883,
> 276804.330003406, -304607.247552493, -15767.6578367545, -204454.923166458,
> 722866.275157944, 137685.886832198, 590201.29119819, 904805.824902981,
> -47417.8588758472, 55097.1936075327, 144426.170076371, 1020559.38779514,
> -7019.11334737329, 488224.043025845, -28272.5766026849, -295384.449673914,
> -93475.8799719289, -367939.725072447, -1244135.36327203, -863835.124327735,
> -1399240.55792133, 241146.794430078, -96612.1109580967, -9159.41140641969,
> -240291.731366074, -7482.02181888149, 71427.8225121907, -228401.89341468,
> 948738.649629141, -327368.940001115, -53374.866091836, 126448.573738739,
> 344962.4459403, 270571.141270723, 746988.197131718, -253220.465177424,
> -362652.833437272, -4385.56796251462, -114398.64639441, 454240.63525686,
> -1239567.92855698, -389939.987378005, -364083.196493484, 24693.1882238397,
> 4635.22406457209, 57992.688805147, -67934.5184434773, 123034.937557127,
> 483909.751375248, -167441.867070132, -382537.019103907, 267584.10264059,
> -188944.743935369, -47062.5409102427, -860201.712919788, -203096.090898701,
> 44317.9727734545, 375924.206160012, 67000.7086638517, 137607.783105903,
> -306430.502044082, -669552.84790218, -72629.0354820569, 251145.827045551,
> -230557.16727732, -112594.52630222, 74052.4425890159, -105774.458850881,
> -241185.430318678, -296663.488112722, 156807.699193046, -520102.742784345,
> -56451.5201730288, -23171.0259034268, -107945.719878344, -158480.929620835,
> -769507.414580615, -83077.050717928, 477248.698330914, 27706.3803488034,
> 70485.7144565997, 302213.341425514, -322119.331851626, -476228.406727923,
> -99453.524756431, -673693.791106482, 38765.0473434452, 63302.3087165867,
> 116619.019966859, -167803.424492692, 82982.1864557734, -262627.809345438,
> 643538.235642472, -90724.2065826313, -435531.286293254, -371820.753318447,
> -224713.223837607, -538987.838068522, -195841.454277966, 13924.6120356087,
> -415252.7309228, 209424.879456433, 485624.048364534, 74317.8482029741,
> 19994.939065553, -460452.302259829, -141374.457424938, -77310.8968822459,
> 56112.3979095014, -150891.122921784, -679395.088755517, -523803.739201696,
> -69888.2239139985, -4463.34352237508, -63616.8025699607, 906704.585396864,
> 1096575.89875834, -382869.397851591, -624324.630106468, -468837.009485095,
> -49963.2943695135, 17038.2753380311, 756286.614911188, -995536.510249994,
> 308899.601761641, -375123.707808525, -113921.428586057, -61573.6957341075,
> 55239.3511454715, -46731.8391379398, 697843.754042485, 265162.29364751,
> 1133747.94683337, -355974.319924194, 30699.0482856455, -19680.791041683,
> -624454.313911307, 94983.7375389124, 744849.080038272, 172732.610815633,
> -120546.157860821, 62579.2205127864, -621204.554941904, 293869.359181081,
> -108505.317455271, 646163.583792489, -502636.630380265, 502413.155645464,
> -49238.362688755, 108812.985894042, -139113.621347874, 1120034.73283877,
> -296008.55142246, -845627.626734492, 116082.364002893, 85096.4224949463,
> -84149.6401610159, 611729.398657364, -783642.839894851, -9788.4825023263,
> -58734.3009729933, -110950.384570162, -53258.3833170316, -20519.0858192393,
> 456910.655858686, 48830.1071552214, -358333.95721609, 80046.3518406906,
> -224193.119044228, 45897.0722281932, -4895.48804178487, 735710.318540904,
> 183571.602770915, -103173.288434665, 554285.106452708, 536724.819749035,
> -38962.2828892764, 26730.2338615816, -267784.282389664, 659763.691652086,
> 331635.73797362, -305496.497141735, 337703.432388682, 26793.2725583163,
> -214055.61511956, 433283.794587772, 26322.8583007973, 425589.473694935,
> 760717.980878795, 846383.092695917, -121781.599418283, 22765.984683561,
> -596872.133685553, 51016.4424322632, 467025.462325698, -148373.671711807,
> -97450.7147576735, 7382.29995650104, -117964.772809025, -341687.304035859,
> -64135.4936418714, 925622.18739822, 509465.265446495, 666959.054624484,
> 101266.034014433, -54356.9278096486, -169574.607400605, -491502.82033228,
> -1431395.03624151, -41954.234018976, -91514.0781150778, 36094.5145963667,
> -247758.21106228, 386406.544125574, -641366.891879003, 431862.530550072,
> -283519.781039346, -176768.699381518, -85100.6040966148, 42919.1786790648,
> -573792.209418182, -145083.358546141, -103592.591445374, 319209.00200335,
> -370175.637619263, 34696.5118008997, 79583.3105203735, 503595.367049541,
> -434262.168819613, -132424.172094326, 630382.147524522, -1330812.5932007,
> -7750.462191761, -52914.945661348, -222040.592341358, -415562.175846289,
> -71531.5958861226, -456099.947517153, 419065.115234754, 64284.5966914758,
> 4226.19375637705, 94078.3527038254, 89893.58540033, -607610.417024073,
> 683856.387361433, -512127.869824724, 11208.9177003014, -101394.077581535,
> 183026.233407253, -449379.145236669, -115660.001087383, -427573.119007334,
> 149949.670761132, -30407.0906389678, 43589.1678439909, 849824.902598111,
> 152884.005705639, -196505.577342962, -500734.692731424, -724491.634413791,
> 25817.4670523092, -33508.328927694, -207970.139008736, 233644.555631856,
> 28621.8629536495, 97538.1943793821, -457171.816247728, 19677.4619186778,
> 45873.6550271451, 66012.2155865722, -176547.315860871, -252790.80957217,
> -375137.893142149, 116509.511838958, -27345.0227510922, 169791.737389099,
> 428414.3658631, -176651.274187717, -376051.900674277, -244132.733506922,
> 343127.394965013, 6888.21779774424, 24855.7977502716, -146245.224251319,
> 233807.28504872, 385247.635117681, 398739.686465815, -86857.8501653977,
> 21314.8285674162, -52351.3519254668, 130547.331367762, 286512.515038983,
> -11334.6942366484, 417334.891406081, -236507.700402914, 18979.6967512829,
> 224208.680482475, 189826.430999614, -7258.57319459158, 480647.58173687,
> -920781.096620284, -11715.9303767758, 115138.804482871, 48173.3682232096,
> -35953.8062163407, -166496.453697499, 66640.8786572668, -285594.787789923,
> -168011.566368402, 59329.1235053135, 278322.35446075, -327158.568212705,
> 191785.529412968, -3305.56372526809, 82220.2970326393, -57371.8575741457,
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> -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?
>
> ______________________________________________
> [hidden email] mailing list -- To UNSUBSCRIBE and more, see
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> and provide commented, minimal, self-contained, reproducible code.

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Re: How to use breaks argument in hist() function correctly?

S Ellison-2
In reply to this post by Bogaso
> 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



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