histograma variable y

45
Clave Municipios 01001 Aguascalientes 613.35 10188.00 9.33 01005 Jesús María 163.18 671.00 7.73 01011 San Francisco de los Romo 206.62 201.00 7.33 02003 Tecate 33.88 4358.00 8.27 02004 Tijuana 1142.72 48267.00 8.84 02005 Playas de Rosarito 146.43 4109.00 8.13 02002 Mexicali 58.86 40583.00 9.18 05017 Matamoros 123.68 0.00 7.67 05035 Torreón 459.78 0.00 9.87 10007 Gómez Palacio 361.19 0.00 8.75 10012 Lerdo 61.33 0.00 8.37 05004 Arteaga 11.90 0.00 6.46 05027 Ramos Arizpe 8.38 0.00 8.58 05030 Salllo 114.79 0.00 9.69 05006 Castaños 7.14 0.00 8.20 05010 Frontera 153.79 0.00 8.61 05018 Monclova 159.96 0.00 9.74 05022 Nava 28.47 0.00 7.71 05025 Piedras Negras 303.26 0.00 8.83 06002 Colima 176.24 4073.00 9.49 06003 Comala 61.80 44.00 7.13 06004 Coquimatlán 32.87 80.00 6.79 06005 Cuauhtémoc 62.13 89.00 7.79 06010 Villa de Álvarez 347.93 1525.00 10.12 06001 Armería 61.07 248.00 6.27 06009 Tecomán 124.28 1635.00 6.61 07027 Chiapa de Corzo 84.62 1181.00 6.52 07101 Tuxtla Guérrez 1477.14 7278.00 9.55 08037 Juárez 368.80 32958.00 8.62 08002 Aldama 2.15 281.00 7.24 08004 Aquiles Serdán 12.53 0.00 7.58 08019 Chihuahua 90.50 19047.00 9.78 09002 Azcapotzalco 12680.98 8704.00 10.40 09003 Coyoacán 11625.08 11110.00 11.32 09004 Cuajimalpa de Morelos 2454.80 1187.00 9.89 09005 Gustavo A. Madero 13612.90 18546.00 9.87 09006 Iztacalco 17021.67 7364.00 10.09 09007 Iztapalapa 16050.18 23910.00 9.29 09008 La Magdalena Contreras 3604.51 2286.00 9.71 09009 Milpa Alta 402.23 778.00 8.65 09010 Álvaro Obregón 7357.68 10454.00 9.99 Densidad Poblacional (X1) Delitos Fuero Común Total (Y) grado escolar (X2)

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Clave Municipios

01001 Aguascalientes 613.35 10188.00 9.3301005 Jesús María 163.18 671.00 7.7301011 San Francisco de los Romo 206.62 201.00 7.3302003 Tecate 33.88 4358.00 8.2702004 Tijuana 1142.72 48267.00 8.8402005 Playas de Rosarito 146.43 4109.00 8.1302002 Mexicali 58.86 40583.00 9.1805017 Matamoros 123.68 0.00 7.6705035 Torreón 459.78 0.00 9.8710007 Gómez Palacio 361.19 0.00 8.7510012 Lerdo 61.33 0.00 8.3705004 Arteaga 11.90 0.00 6.4605027 Ramos Arizpe 8.38 0.00 8.5805030 Saltillo 114.79 0.00 9.6905006 Castaños 7.14 0.00 8.2005010 Frontera 153.79 0.00 8.6105018 Monclova 159.96 0.00 9.7405022 Nava 28.47 0.00 7.7105025 Piedras Negras 303.26 0.00 8.8306002 Colima 176.24 4073.00 9.4906003 Comala 61.80 44.00 7.1306004 Coquimatlán 32.87 80.00 6.7906005 Cuauhtémoc 62.13 89.00 7.7906010 Villa de Álvarez 347.93 1525.00 10.1206001 Armería 61.07 248.00 6.2706009 Tecomán 124.28 1635.00 6.6107027 Chiapa de Corzo 84.62 1181.00 6.5207101 Tuxtla Gutiérrez 1477.14 7278.00 9.5508037 Juárez 368.80 32958.00 8.6208002 Aldama 2.15 281.00 7.2408004 Aquiles Serdán 12.53 0.00 7.5808019 Chihuahua 90.50 19047.00 9.7809002 Azcapotzalco 12680.98 8704.00 10.4009003 Coyoacán 11625.08 11110.00 11.3209004 Cuajimalpa de Morelos 2454.80 1187.00 9.8909005 Gustavo A. Madero 13612.90 18546.00 9.8709006 Iztacalco 17021.67 7364.00 10.0909007 Iztapalapa 16050.18 23910.00 9.2909008 La Magdalena Contreras 3604.51 2286.00 9.7109009 Milpa Alta 402.23 778.00 8.6509010 Álvaro Obregón 7357.68 10454.00 9.99

Densidad Poblacional (X1)

Delitos Fuero Común Total (Y)

grado escolar (X2)

09011 Tláhuac 4005.33 3253.00 9.3409012 Tlalpan 1949.61 6784.00 10.3809013 Xochimilco 3423.96 4552.00 9.7609014 Benito Juárez 13287.56 13727.00 12.8909015 Cuauhtémoc 15948.70 21335.00 10.8009016 Miguel Hidalgo 7621.73 10216.00 11.2509017 Venustiano Carranza 13252.13 9791.00 10.1113069 Tizayuca 732.78 965.00 8.5115002 Acolman 917.68 2.00 8.7615009 Amecameca 255.24 889.00 8.5815010 Apaxco 339.88 199.00 7.9115011 Atenco 510.01 385.00 8.3315013 Atizapán de Zaragoza 5188.87 6895.00 9.7115015 Atlautla 148.77 197.00 7.1915016 Axapusco 94.89 139.00 7.3115017 Ayapango 174.70 62.00 7.9215020 Coacalco de Berriozábal 8147.29 5642.00 10.5415022 Cocotitlán 815.39 11.00 8.9415023 Coyotepec 797.71 253.00 8.0915024 Cuautitlán 4192.98 2663.00 10.0115025 Chalco 1174.16 4910.00 7.9915028 Chiautla 1094.85 196.00 8.7915029 Chicoloapan 3154.00 1253.00 8.6315030 Chiconcuac 2881.34 355.00 8.9615031 Chimalhuacán 11755.15 7506.00 7.6515033 Ecatepec de Morelos 10540.31 34872.00 9.0315034 Ecatzingo 162.45 34.00 6.7615035 Huehuetoca 506.04 508.00 8.4915036 Hueypoxtla 156.10 111.00 6.6015037 Huixquilucan 1592.69 2818.00 9.5115038 Isidro Fabela 115.95 19.00 7.1915039 Ixtapaluca 1312.03 6333.00 8.9815044 Jaltenco 5271.80 329.00 9.3115046 Jilotzingo 115.21 28.00 7.7815050 Juchitepec 150.12 23.00 7.3715053 Melchor Ocampo 2094.78 384.00 8.4415057 Naucalpan de Juárez 5232.11 16967.00 9.4515058 Nezahualcóyotl 17820.75 23902.00 9.1315059 Nextlalpan 409.22 236.00 7.9315060 Nicolás Romero 1298.80 3454.00 8.2415061 Nopaltepec 97.40 62.00 7.5915065 Otumba 152.41 1544.00 7.6015068 Ozumba 522.93 194.00 8.2815069 Papalotla 1255.33 45.00 9.2715070 La Paz 6459.61 5188.00 8.35

15075 San Martín de las Pirámides 321.06 159.00 8.1715081 Tecámac 1723.40 3110.00 9.2615083 Temamatla 349.48 12.00 8.4015084 Temascalapa 201.60 146.00 7.4015089 Tenango del Aire 248.21 9.00 8.0015091 Teoloyucan 1390.49 544.00 8.3015092 Teotihuacán 563.60 1856.00 8.6315093 Tepetlaoxtoc 143.39 161.00 8.0915094 Tepetlixpa 393.30 144.00 7.4915095 Tepotzotlán 360.23 540.00 8.6915096 Tequixquiac 254.75 174.00 7.6515099 Texcoco 483.39 5252.00 9.3715100 Tezoyuca 1492.47 282.00 8.4315103 Tlalmanalco 271.17 611.00 9.1315104 Tlalnepantla de Baz 8880.62 15891.00 9.7315108 Tultepec 4079.44 990.00 8.9415109 Tultitlán 6853.14 5412.00 9.3015112 Villa del Carbón 128.95 321.00 6.1815120 Zumpango 571.38 1607.00 8.2015121 Cuautitlán Izcalli 4527.46 8728.00 10.3515122 Valle de Chalco Solidaridad 7069.77 4796.00 7.6815125 Tonanitla 1010.13 79.00 8.4611020 León 1047.28 25204.00 8.0311037 Silao 273.10 1427.00 6.6911025 Purísima del Rincón 192.52 564.00 5.9111031 San Francisco del Rincón 242.30 1260.00 6.5911021 Moroleón 293.99 691.00 7.0711041 Uriangato 458.52 585.00 6.3212001 Acapulco de Juárez 416.18 8414.00 8.5712021 Coyuca de Benítez 38.17 212.00 6.5213022 Epazoyucan 82.85 147.00 7.3513039 Mineral del Monte 221.28 61.00 8.3613048 Pachuca de Soto 1683.08 9714.00 10.2613051 Mineral de la Reforma 648.93 387.00 10.2613052 San Agustín Tlaxiaca 89.77 156.00 7.0713082 Zapotlán de Juárez 140.86 96.00 7.4813083 Zempoala 85.47 122.00 7.4513016 Cuautepec de Hinojosa 116.10 315.00 6.2813056 Santiago Tulantepec de Lugo Guerrero 455.07 307.00 7.6913077 Tulancingo de Bravo 598.33 3191.00 8.2713010 Atitalaquia 383.71 196.00 8.4313013 Atotonilco de Tula 218.84 322.00 8.1313070 Tlahuelilpan 538.81 189.00 7.7113074 Tlaxcoapan 589.97 320.00 7.7713076 Tula de Alle0e 277.48 2097.00 8.63

14039 Guadalajara 10572.79 0.00 9.5114044 Ixtlahuacán de los Membrillos 115.72 0.00 7.5114051 Juanacatlán 86.05 0.00 7.5814070 El Salto 1268.35 0.00 7.3314097 Tlajomulco de Zúñiga 309.03 0.00 8.0214098 Tlaquepaque 5097.76 0.00 8.2814101 Tonalá 2460.68 0.00 7.8714120 Zapopan 993.26 0.00 9.8814067 Puerto Vallarta 323.88 0.00 8.8218020 Bahía de Ba0eras 109.10 850.00 7.7514063 Ocotlán 368.47 0.00 7.9414066 Poncitlán 52.42 0.00 6.4915005 Almoloya de Juárez 260.02 536.00 6.5515018 Calimaya 383.14 258.00 7.9615027 Chapultepec 521.43 35.00 8.6815051 Lerma 496.06 1981.00 8.3715054 Metepec 3051.00 5017.00 10.8615055 Mexicaltzingo 886.22 79.00 8.5415062 Ocoyoacac 402.51 740.00 8.6615067 Otzolotepec 579.53 405.00 6.9715072 Rayón 467.99 39.00 8.3115073 San Antonio la Isla 611.39 93.00 8.1615076 San Mateo Atenco 2437.44 1053.00 8.6115106 Toluca 1652.45 20805.00 9.5815115 Xonacatlán 687.58 439.00 7.7315118 Zinacantepec 441.21 1857.00 7.6216053 Morelia 571.57 9478.00 9.5516088 Tarímbaro 200.35 88.00 7.3716043 Jacona 505.75 238.00 6.3116108 Zamora 508.86 974.00 7.3811023 Pénjamo 88.49 998.00 5.7316069 La Piedad 319.18 488.00 7.4417007 Cuernavaca 1741.95 16455.00 10.2017008 Emiliano Zapata 1010.16 792.00 8.2617009 Huitzilac 77.49 273.00 8.1717011 Jiutepec 3267.40 4529.00 9.1717018 Temixco 957.94 1889.00 7.4817020 Tepoztlán 142.94 388.00 8.8617028 Xochitepec 574.28 598.00 7.3117002 Atlatlahucan 173.68 90.00 7.4517004 Ayala 185.34 536.00 7.0017006 Cuautla 1652.60 5792.00 8.6517026 Tlayacapan 252.36 125.00 7.6417029 Yautepec 439.92 2412.00 7.9617030 Yecapixtla 225.95 588.00 7.13

18008 Xalisco 89.68 267.00 8.7018017 Tepic 202.99 5231.00 9.7619006 Apodaca 1759.35 3551.00 9.5019009 Cadereyta Jiménez 64.63 1148.00 8.3319018 García 49.67 584.00 7.8619019 San Pedro Garza García 1694.36 1942.00 11.6519021 Gral. Escobedo 1979.00 2874.00 9.0019026 Guadalupe 5874.21 9195.00 9.7219031 Juárez 584.54 1684.00 8.5219039 Monterrey 3503.72 30199.00 9.8519045 Salinas Victoria 16.80 468.00 7.4219046 San Nicolás de los Garza 7932.91 4963.00 10.7519048 Santa Catarina 293.67 3684.00 8.8919049 Santiago 50.75 929.00 8.7020067 Oaxaca de Juárez 3057.12 16651.00 10.1520083 San Agustín de las Juntas 232.61 61.00 8.3920087 San Agustín Yatareni 494.83 6.00 6.6120091 San A0rés Huayápam 160.29 13.00 10.4020107 San Antonio de la Cal 1458.12 116.00 7.7220115 San Bartolo Coyotepec 193.17 51.00 9.3020157 San Jacinto Amilpas 2425.64 46.00 10.1820174 Ánimas Trujano 1000.99 9.00 8.7720227 San Lorenzo Cacaotepec 348.41 96.00 8.8120293 San Pablo Etla 292.83 152.00 10.6920350 San Sebastián Tutla 2263.47 49.00 11.3820375 Santa Cruz Amilpas 3885.97 49.00 9.5720385 Santa Cruz Xoxocotlán 1369.72 274.00 9.2320390 Santa Lucía del Camino 4507.75 230.00 9.9420399 Santa María Atzompa 686.87 61.00 7.8120403 Santa María Coyotepec 331.08 7.00 7.7820409 Santa María del Tule 937.38 66.00 10.2420519 Santo Domingo Tomaltepec 73.43 14.00 6.9520553 Tlalixtac de Cabrera 101.17 49.00 7.7520565 Villa de Zaachila 351.44 663.00 7.2320079 Salina Cruz 559.29 2028.00 8.5220124 San Blas Atempa 79.63 89.00 4.5120515 Santo Domingo Tehuantepec 49.37 1093.00 7.2821015 Amozoc 580.36 0.00 7.5421034 Coronango 822.62 0.00 6.8721041 Cuautlancingo 1453.06 0.00 8.6121048 Chiautzingo 211.37 0.00 6.7621060 Domingo Arenas 460.95 0.00 5.4421074 Huejotzingo 341.14 983.00 7.8121090 Juan C. Bonilla 643.19 0.00 7.0221106 Ocoyucan 177.04 0.00 5.19

21114 Puebla 2728.24 31855.00 9.9921119 San A0rés Cholula 1364.71 0.00 9.4921122 San Felipe Teotlalcingo 215.77 0.00 6.9221125 San Gregorio Atzompa 593.32 0.00 7.7221132 San Martín Texmelucan 1569.61 1964.00 8.3421136 San Miguel Xoxtla 1652.00 0.00 8.5021140 San Pedro Cholula 1486.22 3889.00 8.8721143 San Salvador el Verde 220.19 0.00 7.4321163 Tepatlaxco de Hidalgo 214.23 0.00 5.8521181 Tlaltenango 271.81 0.00 6.7829015 Ixtacuixtla de Mariano Matamoros 199.58 223.00 8.0929017 Mazatecochco de José María Morelos 583.88 0.00 6.8529019 Tepetitla de Lardizábal 570.77 0.00 8.4329022 Acuamanala de Miguel Hidalgo 339.70 0.00 7.8629023 Natívitas 388.32 411.00 7.8529025 San Pablo del Monte 1063.56 853.00 6.8029027 Tenancingo 882.23 0.00 6.7229028 Teolocholco 249.45 0.00 8.1129029 Tepeyanco 553.54 0.00 8.8329032 Tetlatlahuca 454.61 0.00 8.5429041 Papalotla de Xicohténcatl 1006.41 0.00 8.4329042 Xicohtzinco 1464.64 0.00 8.9529044 Zacatelco 1125.48 1031.00 8.5529051 San Jerónimo Zacualpan 392.66 0.00 8.9229053 San Juan Huactzinco 1462.40 0.00 9.1529054 San Lorenzo Axocomanitla 1061.33 0.00 8.7929056 Santa Ana Nopalucan 669.61 0.00 8.7329057 Santa Apolonia Teacalco 478.87 0.00 8.4829058 Santa Catarina Ayometla 724.05 0.00 7.6729059 Santa Cruz Quilehtla 984.86 0.00 7.3421149 Santiago Miahuatlán 197.30 0.00 6.0021156 Tehuacán 471.26 3476.00 7.8622006 Corregidora 444.71 815.00 9.9022008 Huimilpan 84.28 134.00 5.1422011 El Marqués 115.98 563.00 6.3122014 Querétaro 990.83 11958.00 9.7423003 Isla Mujeres 14.47 302.00 8.0223005 Benito Juárez 272.75 10849.00 9.1124028 San Luis Potosí 496.67 18374.00 9.9024035 Soledad de Graciano Sánchez 743.97 1224.00 8.9724011 Ciudad Ferná0ez 79.04 528.00 6.4324024 Rioverde 27.98 2036.00 6.6226025 Empalme 85.40 413.00 8.3226029 Guaymas 16.80 1262.00 8.7027004 Centro 324.14 3383.00 9.65

27013 Nacajuca 160.89 250.00 8.0128003 Altamira 97.83 2355.00 8.0928009 Ciudad Madero 3983.90 3279.00 10.5828038 Tampico 2653.83 4910.00 10.1330123 Pánuco 28.70 1139.00 7.0230133 Pueblo Viejo 181.81 574.00 7.4628032 Reynosa 167.85 10663.00 8.8928033 Río Bravo 67.47 2038.00 7.7328022 Matamoros 99.73 8534.00 8.6528027 Nuevo Laredo 296.05 8345.00 8.6529001 Amaxac de Guerrero 684.89 0.00 9.3629002 Apetatitlán de Antonio Carvajal 1054.43 0.00 9.8629005 Apizaco 1682.06 4530.00 9.6429009 Cuaxomulco 261.71 0.00 7.9629010 Chiautempan 821.09 1436.00 9.0829018 Contla de Juan Cuamatzi 1231.21 456.00 8.1429024 Panotla 364.96 0.00 9.4129026 Santa Cruz Tlaxcala 586.56 0.00 8.2529031 Tetla de la Solidaridad 145.60 0.00 7.8229033 Tlaxcala 1596.54 5088.00 10.9329035 Tocatlán 352.81 0.00 7.5629036 Totolac 1411.51 0.00 10.2929038 Tzompantepec 327.49 0.00 8.5729039 Xaloztoc 468.74 0.00 7.7129043 Yauhquemehcan 759.52 0.00 9.1629048 La Magdalena Tlaltelulco 1285.15 0.00 7.7329049 San Damián Texóloc 440.43 0.00 8.9729050 San Francisco Tetlanohcan 253.18 0.00 7.7729060 Santa Isabel Xiloxoxtla 701.00 0.00 7.8030011 Alvarado 58.34 467.00 7.1930028 Boca del Río 3810.43 2922.00 9.7530105 Medellín 97.54 300.00 6.7430193 Veracruz 2066.62 11795.00 9.3830026 Ba0erilla 966.07 208.00 8.2930038 Coatepec 394.12 857.00 7.9630065 Emiliano Zapata 119.03 319.00 7.2230087 Xalapa 3321.57 9255.00 9.8930093 Jilotepec 243.03 57.00 6.6030136 Rafael Lucio 516.76 36.00 6.7430182 Tlalnelhuayocan 378.45 66.00 6.2230033 Cazones de Herrera 84.43 44.00 5.8030040 Coatzintla 155.43 163.00 8.3530124 Papantla 104.81 1342.00 6.7330131 Poza Rica de Hidalgo 2837.13 3113.00 9.4330175 Tihuatlán 112.58 540.00 6.70

30022 Atzacan 275.61 64.00 5.5630030 Camerino Z. Me0oza 1812.68 384.00 8.5430074 Huiloapan de Cuauhtémoc 333.97 48.00 7.7830081 Ixhuatlancillo 297.65 107.00 6.2330085 Ixtaczoquitlán 441.25 231.00 7.5630101 Mariano Escobedo 438.68 137.00 7.0730115 Nogales 500.35 227.00 8.1530118 Orizaba 4205.76 1893.00 9.8630135 Rafael Delgado 655.27 36.00 6.1830138 Río Blanco 2628.89 228.00 9.3330185 Tlilapan 409.99 7.00 5.7830048 Cosoleacaque 377.61 1082.00 7.8730059 Chinameca 80.20 57.00 6.4330089 Jáltipan 117.67 273.00 7.5130108 Minatitlán 71.85 1691.00 8.4130120 Oteapan 560.87 22.00 5.9330199 Zaragoza 456.68 13.00 5.4730039 Coatzacoalcos 906.73 4415.00 8.9530082 Ixhuatlán del Sureste 89.36 65.00 6.5630206 Nanchital de Lázaro Cárdenas del Río 886.79 297.00 8.8030014 Amatlán de los Reyes 253.47 177.00 6.6730044 Córdoba 1167.18 2607.00 8.5530068 Fortín 865.42 526.00 8.4930196 Yanga 174.53 71.00 6.3430003 Acayucan 121.30 969.00 7.0830116 Oluta 175.14 56.00 6.6130145 Soconusco 129.22 21.00 6.8131013 Conkal 134.46 0.00 7.5531041 Kanasín 506.86 0.00 7.0131050 Mérida 884.24 0.00 9.4931100 Ucú 23.51 0.00 5.7631101 Umán 152.39 0.00 7.2332017 Guadalupe 167.32 0.00 9.5632056 Zacatecas 298.61 0.00 9.96

10188.00671.00201.00

4358.00 VARIABLE Y VARIABLE X1VARIABLE X248267.00 MEDIA 2707.27 1414.38 8.26

4109.00 MEDIANA 281.00 441.21 8.2840583.00 MODA 0.00 7.73

0.00 DES.EST 6258.85 2788.61 1.280.00 VARIANZA ### 7776362.12 1.650.00 V.MININIO 0.00 2.15 4.510.00 V.MAXIMO 48267.00 17820.75 12.890.000.00 Nº OBS 345.000.000.000.000.000.000.00

4073.0044.0080.0089.00

1525.00248.00

1635.001181.007278.00

32958.00281.00

0.0019047.00

8704.0011110.00

1187.0018546.00

7364.0023910.00

2286.00778.00

10454.00

Delitos Fuero

Común Total (Y)

3253.006784.004552.00

13727.0021335.0010216.00

9791.00965.00

2.00889.00199.00385.00

6895.00197.00139.00

62.005642.00

11.00253.00

2663.004910.00

196.001253.00

355.007506.00

34872.0034.00

508.00111.00

2818.0019.00

6333.00329.00

28.0023.00

384.0016967.0023902.00

236.003454.00

62.001544.00

194.0045.00

5188.00

159.003110.00

12.00146.00

9.00544.00

1856.00161.00144.00540.00174.00

5252.00282.00611.00

15891.00990.00

5412.00321.00

1607.008728.004796.00

79.0025204.00

1427.00564.00

1260.00691.00585.00

8414.00212.00147.00

61.009714.00

387.00156.00

96.00122.00315.00307.00

3191.00196.00322.00189.00320.00

2097.00

0.000.000.000.000.000.000.000.000.00

850.000.000.00

536.00258.00

35.001981.005017.00

79.00740.00405.00

39.0093.00

1053.0020805.00

439.001857.009478.00

88.00238.00974.00998.00488.00

16455.00792.00273.00

4529.001889.00

388.00598.00

90.00536.00

5792.00125.00

2412.00588.00

267.005231.003551.001148.00

584.001942.002874.009195.001684.00

30199.00468.00

4963.003684.00

929.0016651.00

61.006.00

13.00116.00

51.0046.00

9.0096.00

152.0049.0049.00

274.00230.00

61.007.00

66.0014.0049.00

663.002028.00

89.001093.00

0.000.000.000.000.00

983.000.000.00

31855.000.000.000.00

1964.000.00

3889.000.000.000.00

223.000.000.000.00

411.00853.00

0.000.000.000.000.000.00

1031.000.000.000.000.000.000.000.000.00

3476.00815.00134.00563.00

11958.00302.00

10849.0018374.00

1224.00528.00

2036.00413.00

1262.003383.00

250.002355.003279.004910.001139.00

574.0010663.00

2038.008534.008345.00

0.000.00

4530.000.00

1436.00456.00

0.000.000.00

5088.000.000.000.000.000.000.000.000.000.00

467.002922.00

300.0011795.00

208.00857.00319.00

9255.0057.0036.0066.0044.00

163.001342.003113.00

540.00

64.00384.00

48.00107.00231.00137.00227.00

1893.0036.00

228.007.00

1082.0057.00

273.001691.00

22.0013.00

4415.0065.00

297.00177.00

2607.00526.00

71.00969.00

56.0021.00

0.000.000.000.000.000.000.00

0 50 100 150 200 250 300 350 4000.00

10000.00

20000.00

30000.00

40000.00

50000.00

60000.00

Delitos Fuero Común Total (Y)

Delitos Fuero Común Total (Y)

0 50 100 150 200 250 300 350 4000.00

2000.00

4000.00

6000.00

8000.00

10000.00

12000.00

14000.00

16000.00

18000.00

20000.00

Densidad Poblacional (X1)

0 50 100 150 200 250 300 350 4000.00

2.00

4.00

6.00

8.00

10.00

12.00

14.00

grado escolar (X2)

grado escolar (X2)

0 50 100 150 200 250 300 350 4000.00

2.00

4.00

6.00

8.00

10.00

12.00

14.00

grado escolar (X2)

grado escolar (X2)

4.00 5.00 6.00 7.00 8.00 9.00 10.00 11.00 12.00 13.00 14.000.00

10000.00

20000.00

30000.00

40000.00

50000.00

60000.00

Delitos Fuero Común Total (Y)

0.00

2000.00

4000.00

6000.00

8000.00

10000.00

12000.00

14000.00

16000.00

18000.00

20000.000.00

10000.00

20000.00

30000.00

40000.00

50000.00

60000.00

Delitos Fuero Común Total (Y)

0 4.510 5.140 5.190 5.440 5.470 5.560 5.730 5.760 5.780 5.800 5.850 5.910 5.930 6.000 6.180 6.180 6.220 6.230 6.270 6.280 6.310 6.310 6.320 6.340 6.430 6.430 6.460 6.490 6.520 6.520 6.550 6.560 6.590 6.600 6.600 6.610 6.610 6.610 6.620 6.670 6.69

grado escolar

(X2)z

0 6.700 6.720 6.730 6.740 6.740 6.760 6.760 6.780 6.790 6.800 6.810 6.850 6.870 6.920 6.950 6.970 7.000 7.010 7.020 7.020 7.070 7.070 7.070 7.080 7.130 7.130 7.190 7.190 7.190 7.220 7.230 7.230 7.240 7.280 7.310 7.312 7.336 7.337 7.347 7.359 7.379 7.37

11 7.3812 7.4013 7.42

13 7.4314 7.4419 7.4521 7.4522 7.4623 7.4828 7.4834 7.4935 7.5136 7.5136 7.5439 7.5544 7.5644 7.5645 7.5846 7.5848 7.5949 7.6049 7.6249 7.6451 7.6556 7.6557 7.6757 7.6761 7.6861 7.6961 7.7162 7.7162 7.7164 7.7265 7.7266 7.7366 7.7371 7.7379 7.7379 7.7580 7.7588 7.7789 7.7789 7.7890 7.7893 7.7896 7.7996 7.80

107 7.81

111 7.81116 7.82122 7.85125 7.86134 7.86137 7.86139 7.87144 7.87146 7.91147 7.92152 7.93156 7.94159 7.96161 7.96163 7.96174 7.96177 7.99189 8.00194 8.01196 8.02196 8.02197 8.03199 8.09201 8.09208 8.09212 8.09223 8.11227 8.13228 8.13230 8.14231 8.15236 8.16238 8.17248 8.17250 8.20253 8.20258 8.24267 8.25273 8.26273 8.27274 8.27281 8.28282 8.28297 8.29300 8.30

302 8.31307 8.32315 8.33319 8.33320 8.34321 8.35322 8.35329 8.36355 8.37384 8.37384 8.39385 8.40387 8.41388 8.43405 8.43411 8.43413 8.43439 8.44456 8.46467 8.48468 8.49488 8.49508 8.50526 8.51528 8.52536 8.52536 8.54540 8.54540 8.54544 8.55563 8.55564 8.57574 8.57584 8.58585 8.58588 8.61598 8.61611 8.61663 8.62671 8.63691 8.63740 8.63778 8.65792 8.65815 8.65

850 8.65853 8.66857 8.68889 8.69929 8.70965 8.70969 8.70974 8.73983 8.75990 8.76998 8.77

1031 8.791053 8.791082 8.801093 8.811139 8.821148 8.831181 8.831187 8.841224 8.861253 8.871260 8.891262 8.891342 8.921427 8.941436 8.941525 8.951544 8.951607 8.961635 8.971684 8.971691 8.981856 9.001857 9.031889 9.081893 9.111942 9.131964 9.131981 9.152028 9.162036 9.172038 9.182097 9.232286 9.262355 9.27

2412 9.292607 9.302663 9.302818 9.312874 9.332922 9.333110 9.343113 9.363191 9.373253 9.383279 9.413383 9.433454 9.453476 9.493551 9.493684 9.493889 9.504073 9.514109 9.514358 9.554415 9.554529 9.564530 9.574552 9.584796 9.644910 9.654910 9.694963 9.715017 9.715088 9.725188 9.735231 9.745252 9.745412 9.755642 9.765792 9.766333 9.786784 9.856895 9.867278 9.867364 9.877506 9.878345 9.888414 9.898534 9.89

8704 9.908728 9.909195 9.949255 9.969478 9.999714 9.999791 10.01

10188 10.0910216 10.1110454 10.1210663 10.1310849 10.1511110 10.1811795 10.2011958 10.2413727 10.2615891 10.2616455 10.2916651 10.3516967 10.3818374 10.4018546 10.4019047 10.5420805 10.5821335 10.6923902 10.7523910 10.8025204 10.8630199 10.9331855 11.2532958 11.3234872 11.3840583 11.6548267 12.89

TALLO 0

102030405060708090

100110120130140150160170180190200210220230240250260270280290300310320330340

350360370380390400410420430440450460470480490500510520530540560570630670680720730750830840850870910920940970

101010201040106010801110117011901370

15801640166016901830185019002080213023902520301031803290348040504820

HOJA0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,6,7,7,9,9,11,12,13,13,14,19,21,22,23,28,34,35,36,36,39,44,44,45,46,48,49,49,49,51,56,57,57,61,61,61,62,62,64,65,66,66,71,79,79,80,71,79,79,80,88,89,89,90,93,96,96,7,11,16,22,25,34,37,39,44,46,47,52,56,59,61,63,63,74,77,74,77,89,94,96,96,97,99,1,8,12,23,27,28,30,31,36,38,48,50,53,58,67,73,73,63,63,74,73,73,63,63,74,81,82,97,100,0,2,7,15,19,20,21,22,29,55,84,84,85,87,88,5,11,13,39,56,67,68,88,8,26,28,36,36,40,40,44,63,63,64,74,74,84,85,88,98,11,63,63,71,71,91,40,78,78,92,15,50,53,57,89,29,69,74,74,83,90,98,31,53,82,93,39,48,81,87,24,53,60,62,42,27,36,25,44,7,35,84,91,

56,57,89,93,42,64,81,28,36,38,97,

86,55,12,

7,63,63,

18,74,74,22,

10,13,91,53,79,79,83,54,76,76,

51,84,

89,

73,63,73,63,9,

58,15,29,30,52,

96,

10,10,63,63,17,88,88,31,52,

12,42,92,33,84,95,78,78,64,6,45,65,14,34,4,28,95,55,78,78,14,91,88,16,54,63,63,49,10,95,58,27,

91,55,51,67,74,74,46,47,5,35,2,10,4,99,55,58,72,72,83,67,

0123456789

10111213141516171819202122232425262728293031323334353637

38394041424344454647

0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,6,7,7,9,9,11,12,13,13,14,19,21,22,23,28,34,35,36,36,39,44,44,45,46,48,49,49,49,51,56,57,57,61,61,61,62,62,64,65,66,66,71,79,79,80,71,79,79,80,88,89,89,90,93,96,96, 4849505152535455565758596061626364656667686970717273747576777879808182

8384858687888990919293949596979899

Municipios

Aguascalientes 613.35 10188.00Jesús María 163.18 671.00San Francisco de los Romo 206.62 201.00Tecate 33.88 4358.00Tijuana 1142.72 48267.00Playas de Rosarito 146.43 4109.00Mexicali 58.86 40583.00Matamoros 123.68 0.00Torreón 459.78 0.00Gómez Palacio 361.19 0.00Lerdo 61.33 0.00Arteaga 11.90 0.00Ramos Arizpe 8.38 0.00Saltillo 114.79 0.00Castaños 7.14 0.00Frontera 153.79 0.00Monclova 159.96 0.00Nava 28.47 0.00Piedras Negras 303.26 0.00Colima 176.24 4073.00Comala 61.80 44.00Coquimatlán 32.87 80.00Cuauhtémoc 62.13 89.00Villa de Álvarez 347.93 1525.00Armería 61.07 248.00Tecomán 124.28 1635.00Chiapa de Corzo 84.62 1181.00Tuxtla Gutiérrez 1477.14 7278.00Juárez 368.80 32958.00Aldama 2.15 281.00Aquiles Serdán 12.53 0.00Chihuahua 90.50 19047.00Azcapotzalco 12680.98 8704.00Coyoacán 11625.08 11110.00Cuajimalpa de Morelos 2454.80 1187.00Gustavo A. Madero 13612.90 18546.00Iztacalco 17021.67 7364.00Iztapalapa 16050.18 23910.00La Magdalena Contreras 3604.51 2286.00Milpa Alta 402.23 778.00Álvaro Obregón 7357.68 10454.00Tláhuac 4005.33 3253.00Tlalpan 1949.61 6784.00Xochimilco 3423.96 4552.00

Densidad Poblacional

(X1)

Delitos Fuero

Común Total (Y)

Benito Juárez 13287.56 13727.00Cuauhtémoc 15948.70 21335.00Miguel Hidalgo 7621.73 10216.00Venustiano Carranza 13252.13 9791.00Tizayuca 732.78 965.00Acolman 917.68 2.00Amecameca 255.24 889.00Apaxco 339.88 199.00Atenco 510.01 385.00Atizapán de Zaragoza 5188.87 6895.00Atlautla 148.77 197.00Axapusco 94.89 139.00Ayapango 174.70 62.00Coacalco de Berriozábal 8147.29 5642.00Cocotitlán 815.39 11.00Coyotepec 797.71 253.00Cuautitlán 4192.98 2663.00Chalco 1174.16 4910.00Chiautla 1094.85 196.00Chicoloapan 3154.00 1253.00Chiconcuac 2881.34 355.00Chimalhuacán 11755.15 7506.00Ecatepec de Morelos 10540.31 34872.00Ecatzingo 162.45 34.00Huehuetoca 506.04 508.00Hueypoxtla 156.10 111.00Huixquilucan 1592.69 2818.00Isidro Fabela 115.95 19.00Ixtapaluca 1312.03 6333.00Jaltenco 5271.80 329.00Jilotzingo 115.21 28.00Juchitepec 150.12 23.00Melchor Ocampo 2094.78 384.00Naucalpan de Juárez 5232.11 16967.00Nezahualcóyotl 17820.75 23902.00Nextlalpan 409.22 236.00Nicolás Romero 1298.80 3454.00Nopaltepec 97.40 62.00Otumba 152.41 1544.00Ozumba 522.93 194.00Papalotla 1255.33 45.00La Paz 6459.61 5188.00San Martín de las Pirámides 321.06 159.00Tecámac 1723.40 3110.00Temamatla 349.48 12.00Temascalapa 201.60 146.00Tenango del Aire 248.21 9.00Teoloyucan 1390.49 544.00

Teotihuacán 563.60 1856.00Tepetlaoxtoc 143.39 161.00Tepetlixpa 393.30 144.00Tepotzotlán 360.23 540.00Tequixquiac 254.75 174.00Texcoco 483.39 5252.00Tezoyuca 1492.47 282.00Tlalmanalco 271.17 611.00Tlalnepantla de Baz 8880.62 15891.00Tultepec 4079.44 990.00Tultitlán 6853.14 5412.00Villa del Carbón 128.95 321.00Zumpango 571.38 1607.00Cuautitlán Izcalli 4527.46 8728.00Valle de Chalco Solidaridad 7069.77 4796.00Tonanitla 1010.13 79.00León 1047.28 25204.00Silao 273.10 1427.00Purísima del Rincón 192.52 564.00San Francisco del Rincón 242.30 1260.00Moroleón 293.99 691.00Uriangato 458.52 585.00Acapulco de Juárez 416.18 8414.00Coyuca de Benítez 38.17 212.00Epazoyucan 82.85 147.00Mineral del Monte 221.28 61.00Pachuca de Soto 1683.08 9714.00Mineral de la Reforma 648.93 387.00San Agustín Tlaxiaca 89.77 156.00Zapotlán de Juárez 140.86 96.00Zempoala 85.47 122.00Cuautepec de Hinojosa 116.10 315.00Santiago Tulantepec de Lugo Guerre 455.07 307.00Tulancingo de Bravo 598.33 3191.00Atitalaquia 383.71 196.00Atotonilco de Tula 218.84 322.00Tlahuelilpan 538.81 189.00Tlaxcoapan 589.97 320.00Tula de Alle0e 277.48 2097.00Guadalajara 10572.79 0.00Ixtlahuacán de los Membrillos 115.72 0.00Juanacatlán 86.05 0.00El Salto 1268.35 0.00Tlajomulco de Zúñiga 309.03 0.00Tlaquepaque 5097.76 0.00Tonalá 2460.68 0.00Zapopan 993.26 0.00Puerto Vallarta 323.88 0.00

Bahía de Ba0eras 109.10 850.00Ocotlán 368.47 0.00Poncitlán 52.42 0.00Almoloya de Juárez 260.02 536.00Calimaya 383.14 258.00Chapultepec 521.43 35.00Lerma 496.06 1981.00Metepec 3051.00 5017.00Mexicaltzingo 886.22 79.00Ocoyoacac 402.51 740.00Otzolotepec 579.53 405.00Rayón 467.99 39.00San Antonio la Isla 611.39 93.00San Mateo Atenco 2437.44 1053.00Toluca 1652.45 20805.00Xonacatlán 687.58 439.00Zinacantepec 441.21 1857.00Morelia 571.57 9478.00Tarímbaro 200.35 88.00Jacona 505.75 238.00Zamora 508.86 974.00Pénjamo 88.49 998.00La Piedad 319.18 488.00Cuernavaca 1741.95 16455.00Emiliano Zapata 1010.16 792.00Huitzilac 77.49 273.00Jiutepec 3267.40 4529.00Temixco 957.94 1889.00Tepoztlán 142.94 388.00Xochitepec 574.28 598.00Atlatlahucan 173.68 90.00Ayala 185.34 536.00Cuautla 1652.60 5792.00Tlayacapan 252.36 125.00Yautepec 439.92 2412.00Yecapixtla 225.95 588.00Xalisco 89.68 267.00Tepic 202.99 5231.00Apodaca 1759.35 3551.00Cadereyta Jiménez 64.63 1148.00García 49.67 584.00San Pedro Garza García 1694.36 1942.00Gral. Escobedo 1979.00 2874.00Guadalupe 5874.21 9195.00Juárez 584.54 1684.00Monterrey 3503.72 30199.00Salinas Victoria 16.80 468.00San Nicolás de los Garza 7932.91 4963.00

Santa Catarina 293.67 3684.00Santiago 50.75 929.00Oaxaca de Juárez 3057.12 16651.00San Agustín de las Juntas 232.61 61.00San Agustín Yatareni 494.83 6.00San A0rés Huayápam 160.29 13.00San Antonio de la Cal 1458.12 116.00San Bartolo Coyotepec 193.17 51.00San Jacinto Amilpas 2425.64 46.00Ánimas Trujano 1000.99 9.00San Lorenzo Cacaotepec 348.41 96.00San Pablo Etla 292.83 152.00San Sebastián Tutla 2263.47 49.00Santa Cruz Amilpas 3885.97 49.00Santa Cruz Xoxocotlán 1369.72 274.00Santa Lucía del Camino 4507.75 230.00Santa María Atzompa 686.87 61.00Santa María Coyotepec 331.08 7.00Santa María del Tule 937.38 66.00Santo Domingo Tomaltepec 73.43 14.00Tlalixtac de Cabrera 101.17 49.00Villa de Zaachila 351.44 663.00Salina Cruz 559.29 2028.00San Blas Atempa 79.63 89.00Santo Domingo Tehuantepec 49.37 1093.00Amozoc 580.36 0.00Coronango 822.62 0.00Cuautlancingo 1453.06 0.00Chiautzingo 211.37 0.00Domingo Arenas 460.95 0.00Huejotzingo 341.14 983.00Juan C. Bonilla 643.19 0.00Ocoyucan 177.04 0.00Puebla 2728.24 31855.00San A0rés Cholula 1364.71 0.00San Felipe Teotlalcingo 215.77 0.00San Gregorio Atzompa 593.32 0.00San Martín Texmelucan 1569.61 1964.00San Miguel Xoxtla 1652.00 0.00San Pedro Cholula 1486.22 3889.00San Salvador el Verde 220.19 0.00Tepatlaxco de Hidalgo 214.23 0.00Tlaltenango 271.81 0.00Ixtacuixtla de Mariano Matamoros 199.58 223.00Mazatecochco de José María Morelo 583.88 0.00Tepetitla de Lardizábal 570.77 0.00Acuamanala de Miguel Hidalgo 339.70 0.00Natívitas 388.32 411.00

San Pablo del Monte 1063.56 853.00Tenancingo 882.23 0.00Teolocholco 249.45 0.00Tepeyanco 553.54 0.00Tetlatlahuca 454.61 0.00Papalotla de Xicohténcatl 1006.41 0.00Xicohtzinco 1464.64 0.00Zacatelco 1125.48 1031.00San Jerónimo Zacualpan 392.66 0.00San Juan Huactzinco 1462.40 0.00San Lorenzo Axocomanitla 1061.33 0.00Santa Ana Nopalucan 669.61 0.00Santa Apolonia Teacalco 478.87 0.00Santa Catarina Ayometla 724.05 0.00Santa Cruz Quilehtla 984.86 0.00Santiago Miahuatlán 197.30 0.00Tehuacán 471.26 3476.00Corregidora 444.71 815.00Huimilpan 84.28 134.00El Marqués 115.98 563.00Querétaro 990.83 11958.00Isla Mujeres 14.47 302.00Benito Juárez 272.75 10849.00San Luis Potosí 496.67 18374.00Soledad de Graciano Sánchez 743.97 1224.00Ciudad Ferná0ez 79.04 528.00Rioverde 27.98 2036.00Empalme 85.40 413.00Guaymas 16.80 1262.00Centro 324.14 3383.00Nacajuca 160.89 250.00Altamira 97.83 2355.00Ciudad Madero 3983.90 3279.00Tampico 2653.83 4910.00Pánuco 28.70 1139.00Pueblo Viejo 181.81 574.00Reynosa 167.85 10663.00Río Bravo 67.47 2038.00Matamoros 99.73 8534.00Nuevo Laredo 296.05 8345.00Amaxac de Guerrero 684.89 0.00Apetatitlán de Antonio Carvajal 1054.43 0.00Apizaco 1682.06 4530.00Cuaxomulco 261.71 0.00Chiautempan 821.09 1436.00Contla de Juan Cuamatzi 1231.21 456.00Panotla 364.96 0.00Santa Cruz Tlaxcala 586.56 0.00

Tetla de la Solidaridad 145.60 0.00Tlaxcala 1596.54 5088.00Tocatlán 352.81 0.00Totolac 1411.51 0.00Tzompantepec 327.49 0.00Xaloztoc 468.74 0.00Yauhquemehcan 759.52 0.00La Magdalena Tlaltelulco 1285.15 0.00San Damián Texóloc 440.43 0.00San Francisco Tetlanohcan 253.18 0.00Santa Isabel Xiloxoxtla 701.00 0.00Alvarado 58.34 467.00Boca del Río 3810.43 2922.00Medellín 97.54 300.00Veracruz 2066.62 11795.00Ba0erilla 966.07 208.00Coatepec 394.12 857.00Emiliano Zapata 119.03 319.00Xalapa 3321.57 9255.00Jilotepec 243.03 57.00Rafael Lucio 516.76 36.00Tlalnelhuayocan 378.45 66.00Cazones de Herrera 84.43 44.00Coatzintla 155.43 163.00Papantla 104.81 1342.00Poza Rica de Hidalgo 2837.13 3113.00Tihuatlán 112.58 540.00Atzacan 275.61 64.00Camerino Z. Me0oza 1812.68 384.00Huiloapan de Cuauhtémoc 333.97 48.00Ixhuatlancillo 297.65 107.00Ixtaczoquitlán 441.25 231.00Mariano Escobedo 438.68 137.00Nogales 500.35 227.00Orizaba 4205.76 1893.00Rafael Delgado 655.27 36.00Río Blanco 2628.89 228.00Tlilapan 409.99 7.00Cosoleacaque 377.61 1082.00Chinameca 80.20 57.00Jáltipan 117.67 273.00Minatitlán 71.85 1691.00Oteapan 560.87 22.00Zaragoza 456.68 13.00Coatzacoalcos 906.73 4415.00Ixhuatlán del Sureste 89.36 65.00Nanchital de Lázaro Cárdenas del Río 886.79 297.00Amatlán de los Reyes 253.47 177.00

Córdoba 1167.18 2607.00Fortín 865.42 526.00Yanga 174.53 71.00Acayucan 121.30 969.00Oluta 175.14 56.00Soconusco 129.22 21.00Conkal 134.46 0.00Kanasín 506.86 0.00Mérida 884.24 0.00Ucú 23.51 0.00Umán 152.39 0.00Guadalupe 167.32 0.00Zacatecas 298.61 0.00

TALLO HOJA TALLO 456789

101112

HOJA