- Write Code That 1 Reads Data From Files Corresponding To An Online Video Game 2 Processes The Data In Lists To Answe 1 (188.52 KiB) Viewed 24 times
Write code that (1) reads data from files corresponding to an online video game (2) processes the data in Lists to answer related questions. Moreover, you'll create plots that show statistics about the data. Task 1: implement readAdventurerData, readBattleData, readMonsterData In this task, you will write the functions that read data from files and append the data into lists. This task is often called data preprocessing. def readAdventurerData (fileName) : The function reads the adventurer data from a file and returns a list of lists. You need to convert the final column i.e., tier into an integer Parameters: filename (String) Return value: List of Lists where each sublist represents one line from the file def readMonsterData (fileName) : The function reads the monster data from a file and returns a list. You need to convert the gold and xp i.e., last two columns to integer type Parameters: filename (String) Return value: List of Lists where each sublist represents one line from the file def readBattleData (fileName) : The function reads the battle data from a file and returns a list. You need to convert the # turns and DPS i.e., last third and fourth columns to integer type Parameters: filename (String) Return value: List of Lists where each sublist represents one line from the file Task 2: implement the count Heroes function The count Heroes function uses the passed class and tier parameters to return the number of adventurers who meet the given criteria (class and tier). In order to access the adventurers' data, this function uses the adventurer's list returned from task 1 as a parameter. def countHeroes (adventurerList, class, tier): Parameters: adventurerList (List), char_class (String), char_tier (int) Return value: Integer that represents the count of adventurers who met the criteria explained earlier Task 3: implement the LevelUp function The Level Up function returns a list of adventurers' names who have earned over 250000 XP points across all their battles. The formula for calculating the XP points from a particular battle is given below: XP points = DPS Character tier x 100 X (XP Value of the Monster) Implementing this function could be challenging at the first attempt since the pieces of the needed information are stored in three lists:Character tier from adventurerList, DPS from battleList, and XP value from monsterList. The returned list must be sorted ascendingly. Hints: to sort a list, you may use Python's sorted function. XP points earned in each transaction can be obtained by using the given formula whereas different elements of the formula are obtained from different lists Note that a single adventurer can have multiple battles. When computing the XP eamed by an adventurer, you must add the amounts from all the battles the adventurer is involved in. While the battleList will help you find the user ids, you still need the adventurerList to find the character names def LevelUp (adventurerList, monsterList, battleList): Parameters: adventurerList (List), monsterList (List), battleList (List) Return value: List of Strings that represent the adventurers who met the XP criteria sorted ascendingly Task 4: implement the GoldHoarded function The GoldHoarded function returns the overall amount of gold (rounded to the integer value i.e., 0 decimal points) earned across all the battles in a given area (passed as a parameter to the function). The formula for computing the amount of gold earned in a single battle is given below:
Hints: Gold earned = 10-number of turns 10 Gold earned in each battle can be obtained using the given formula whereas the number of turns can be found in the battleList and the gold value can be found in the monsterList Use int () to round the amount to the integer value def GoldHoarded (battleList, monsterList, area) : Parameters: battleList (List), monsterList (List), area (String) Return value: Float that represents the overall gold won from a given area x (Gold value of the Monster) Task 5: implement the battlestatistics function The battleStatistics function collects statistics about the number of monsters defeated of each type filtered by character class. The function returns a list of lists where each sublist represents the monster type and number of monsters defeated by adventurers of a given character class (passed as a parameter). The returned list should be sorted ascendingly by the monster type. Hint: to sort a list of lists based on one of the entries, you may use Python's sorted function with a lambda expression def battleStatistics (adventurerList, battleList, monsterList, char_class): Parameters: adventurerList (List), battleList (List), monsterList (List), char_class (String) Return value: List of Lists where each sublist represents a monster type and number of monsters of this type defeated by characters from the given class. Task 6: implement the plot Pie Chart, plotBarChart functions Part 1: The plotPie Chart function creates a pie chart that summarizes the overall gold earned from each area. Hints: You can use the GoldHoarded function implemented in Task 4 (Hint: Use the function with all three areas i.e., SwordCoast, Tethyr, Moonsea) Save the chart as plotPie Chart.pdf def plotPieChart (battleList, monsterList): plot.pie parameters: 1- autopet-'1.1f add percentages to the pie chart sections 2-startangle-90 colors ['red', 'green', 'gold' ] Parameters: battleList (List), monsterList (List) No returned value Part 2: The plotBarChart function creates a bar chart for the monster types and the number of monsters defeated filtered by the character class "Ranger". (Hint: Use the function defined in Task 5 with "ranger" as parameter) Save the chart as plotBarChart.pdf def plotBarChart (monsterCountList): Parameters: monsterCountList (List) No returned value Task 7: implement the main function Write the appropriate code to test the functions you implemented. Submission: please use if name __main___" method to call main()
adventurerData.txt u92240,Harlynie Haldalle,wizard,2 u80266, Skarinna Darkpike,wizard,3 u56581,Brundra Ironpike,ranger,2 u16855,Iboise Lichatel,wizard, 1 u63712, Isier Windmead,fighter,2 u42576,Karisa of Blenworth,rogue, 1 u53952, Theriathia Dewweave,wizard,3 u33453,Cerean Dewwing,fighter,3 u50042,Aurangra Stonecask,ranger,2 u25425,Bran Liville,wizard,2 u65739,Gwavel Dreamvale,ranger,2 u73210,Dan Willowheart,rogue,2 u66353,Kasdan Greyhurst,ranger, 1 u82618,Gantan Dreammark,rogue,2 u68202, Doli Heavyscream,fighter,2 u76897,Visdra Proudgrip,ranger,2 u43994,Lonsten Proudhelm,ranger, 1 u30333, Londa Greatspear,ranger,3 u88735,Garian Cliffroot,ranger, 1 u50561,level leliath,rogue,2 u77969,Sibis Grimscream,rogue,2 u34377,Binda Battlegrip,wizard, 1 u69574,Sannar Tourvast,ranger, 1 u59441,Bilviss Mountainmail,ranger,2 u13009, Alvangr Strongblaze,wizard, 1 battleData.txt u43994,m85246,7,921, Moonsea u77969,m68716,5,898, Tethyr u16855,m90336,5,620,Moonsea u77969,m94088,9,261,Tethyr u80266,m56239,4,140, Tethyr u82618,m86516,3,695,Moonsea u16855,m36821,6,600,SwordCoast u53952,m72904,7,382, Tethyr u59441,m13445,9,291, Moonsea u30333,m23575,7,746,Moonsea u66353,m34780,5,259,SwordCoast u42576,m20216,6,100,Tethyr u53952,m48509,3,868, Tethyr u13009,m77092,7,576,Moonsea u59441,m33359,8,542, Tethyr u80266,m85460,2,511, Tethyr u34377,m60528,2,484,Moonsea u66353,m45369,4,156,SwordCoast u88735,m30180,9,574,SwordCoast u63712,m28836,7,274,Tethyr u42576,m10333,8,257, Tethyr u50042,m17506,3,394,SwordCoast u33453,m87816,4,727,Tethyr u65739,m98492,8,440,Moonsea u42576,m59999,6,280,Moonsea u82618,m91477,2,375,SwordCoast u30333,m81854,7,891,Tethyr u43994,m92627,8,283, Tethyr u13009,m51741,9,218,Tethyr u80266,m86955,3,235,Moonsea u77969,m92300,8,337,SwordCoast u25425,m61082,3,245, Tethyr u34377,m68747,4,877,SwordCoast
u76897,m62840,3,866, Moonsea u16855,m97241,3,769,SwordCoast u59441,m62823,8,445,SwordCoast u16855,m42417,8,514, Tethyr u88735,m98170,7,324, Moonsea u77969,m46041,8,286, SwordCoast u25425,m36083,9,333, Tethyr u25425,m45291,6,392, SwordCoast u42576,m54893,3,821, Moonsea u77969,m88352,7,680, Tethyr u56581,m74482,2,962,SwordCoast u50042,m51216,9,780,Moonsea u68202,m87604,6,930,Moonsea u80266,m69998,7,237,SwordCoast u66353,m88957,3,358, Moonsea u53952,m74107,8,636, Tethyr u77969,m45606,3,869,Moonsea u68202,m19272,2,398,SwordCoast u77969,m50451,2,806, Tethyr u69574,m77414,9,396, SwordCoast u16855,m87265,2,294,Tethyr u63712,m86004,9,978,Tethyr u42576,m40612,3,289,SwordCoast u88735,m23008,9,388, Moonsea u68202,m24818,7,782, Tethyr u25425,m83041,8,586,Moonsea u25425,m69742,9,943,SwordCoast u80266,m70462,4,874,Moonsea u33453,m11617,9,849, Tethyr u65739,m67634,8,969, Tethyr u16855,m60159,5,912,Moonsea u66353,m37635,7,997,SwordCoast u82618,m74712,9,127,SwordCoast u76897,m59584,8,415,SwordCoast u33453,m27945,5,830,Moonsea u69574,m53528,3,559, Tethyr u13009,m91583,4,556,Moonsea u76897,m89796,2,686, Moonsea u92240,m78380,9,565,SwordCoast u34377,m37138,3,124, Moonsea u92240,m69082,3,996, Moonsea u63712,m66662,4,203, Moonsea u16855,m68796,9,581, Tethyr u42576,m14245,4,477,SwordCoast u76897,m51812,8,715, Tethyr u88735,m93687,5,393,Tethyr u53952,m84729,3,930, Tethyr u34377,m92167,2,752,Moonsea u65739,m28171,7,670,Moonsea u65739,m46378,8,996, Moonsea u50561,m76475,6,859, Moonsea u80266,m73572,6,293,SwordCoast u53952,m86710,4,968,Tethyr u30333,m55971,2,919,SwordCoast u34377,m53571,2,843,SwordCoast u59441,m38011,6,305, Tethyr u16855,m55054,7,622,SwordCoast u42576,m66334,7,476,Moonsea u53952,m21491,7,238,SwordCoast u50042,m15067,7,123, Tethyr u42576,m65636,5,774,Moonsea
u80266,m46492,3,642, Tethyr u34377,m82955,6,405,Moonsea u80266,m70166,7,843,SwordCoast u33453,m32502,5,279,Tethyr u16855,m26778,4,942,Tethyr u34377,m62221,7,635,SwordCoast u80266,m87206,5,913, Tethyr u50561,m29186,2,403, Tethyr u50561,m83626,8,663, Tethyr u59441,m30366,7,516,Tethyr u80266,m84605,4,386,Tethyr u25425,m59211,5,470,Tethyr u53952,m72122,4,188,Tethyr u76897,m86976,8,538,SwordCoast u76897,m41732,2,671, Tethyr u82618,m95930,4,606, Tethyr u63712,m65574,3,182, Tethyr u53952,m68379,4,391,SwordCoast u13009,m27750,6,436,Moonsea u76897,m11431,4,743,SwordCoast u25425,m96681,6,861,SwordCoast u43994,m84845,5,250,Tethyr u77969,m78356,4,618,SwordCoast u33453,m65666,4,187,SwordCoast u30333,m33909,8,220,Tethyr u77969,m58147,5,970, Tethyr u16855,m17290,5,133,Moonsea u82618,m47153,2,605,SwordCoast u66353,m49279,2,718.Tethyr u42576,m35919,7,317,Moonsea u66353,m80763,3,311,SwordCoast u33453,m90709,5,734, Tethyr u16855,m82873,5,364,SwordCoast u59441,m91330,9,357,SwordCoast u66353,m47560,8,551,SwordCoast u92240,m70465,3,760,Moonsea u69574,m11791,9,521, Moonsea u65739,m73190,8,763,Moonsea u69574,m28671,9,840,Moonsea u16855,m12189,5,639,Tethyr u66353,m57070,9,165,SwordCoast u34377,m94052,7,191, Moonsea u69574,m76069,8,266,SwordCoast u30333,m18748,9,195,Moonsea u82618,m16646,5,526, Tethyr u76897,m49250,5,283,SwordCoast u69574,m77225,7,583, Tethyr u34377,m98448,6,222, SwordCoast u68202,m49516,4,724, Moonsea u76897,m51753,2,627,Moonsea u30333,m75600,8,226, Tethyr u69574,m75169,6,393,SwordCoast u25425,m58905,8,874,Moonsea u42576,m19745,3,844,Moonsea u92240,m34293,3,327,Moonsea u88735,m14813,2,172, Tethyr u76897,m80963,7,805, Tethyr u80266,m64270,6,363,Moonsea u59441,m48275,8,928,Moonsea u42576,m27765,3,278,SwordCoast u25425,m50174,8,333, Tethyr
u34377,m91906,9,346,Moonsea u16855,m94516,5,390,Moonsea u25425,m44069,6,953,Moonsea u88735,m41671,9,542,Moonsea u82618,m30244,4,787,SwordCoast u42576,m31686,9,881,Moonsea u33453,m50289,9,250,Moonsea u50561,m27007,4,965,Moonsea u50042,m57636,8,447,Tethyr u66353,m31011,2,624, Moonsea u50561,m46564,3,604,SwordCoast u25425,m83127,3,191, Moonsea u50042,m39151,6,547,Tethyr u68202,m64656,9,116,SwordCoast u80266,m60803,4,275, Tethyr u50561,m26000,4,693,SwordCoast u88735,m97772,8,550,Tethyr u13009,m61759,7,853,Tethyr u25425,m50347,5,234,Tethyr u77969,m69630,5,549, Tethyr u82618,m77920,5,721, Moonsea u56581,m68648,7,329,SwordCoast u53952,m79430,5,652,Moonsea u82618,m85711,5,992,SwordCoast u92240,m89333,5,299,SwordCoast u80266,m33762,6,749,SwordCoast u13009,m89617,8,212,Moonsea u68202,m16925,9,754, Moonsea u42576,m74951,2,387, Tethyr u43994,m81674,7,932, Tethyr u50042,m96046,4,301,SwordCoast u63712,m70702,7,828,SwordCoast u30333,m99581,7,911,SwordCoast u65739,m42112,2,134, Tethyr u50561,m92070,6,273, Tethyr u82618,m39132,9,677,Tethyr u65739,m82326,5,474,SwordCoast u13009,m68312,5,686, Tethyr u42576,m71110,9,311,SwordCoast u16855,m63136,7,299,SwordCoast u50561,m99179,5,610,Tethyr u42576,m54626,9,114,Moonsea u65739,m82726,4,430,SwordCoast u56581,m75270,2,900,SwordCoast u16855,m19321,9,493,SwordCoast u92240,m41840,3,248,Tethyr u66353,m28857,5,671,SwordCoast u76897,m36181,3,695,Moonsea u33453,m67256,9,686, Moonsea u65739,m97605,9,177,Moonsea u33453,m45989,8,174,SwordCoast u34377,m59210,7,599,Moonsea u80266,m64439,9,415, Tethyr u56581,m68357,3,272,Tethyr u13009,m95892,5,322, Tethyr u88735,m10612,6,105,Moonsea u66353,m35396,4,136,Moonsea u68202,m14061,6,535, Tethyr u80266,m86482,6,595,Moonsea u43994,m72526,6,320,Moonsea u73210,m18100,7,197,Moonsea
u34377,m72286,3,397,Moonsea u82618,m70930,6,144,SwordCoast u68202,m50069,3,737,SwordCoast u53952,m24370,6,426,Moonsea u77969,m93418,4,211,Moonsea u80266,m79350,3,350,Tethyr u80266,m67745,7,126,SwordCoast u53952,m19783,8,696,SwordCoast u68202,m55571,9,443,SwordCoast u33453,m73883,3,283, Tethyr u34377,m53041,9,602,SwordCoast u33453,m87873,8,908,SwordCoast u50561,m65759,4,321,Tethyr u34377,m90098,8,533, Tethyr u82618,m14636,9,545, Tethyr u82618,m94202,6,218, Moonsea u63712,m49685,8,817,SwordCoast u50042,m42412,5,135, Moonsea u16855,m19120,7,440,SwordCoast u65739,m49305,3,759,Moonsea u92240,m53772,5,250,Moonsea u56581,m63272,5,587,Moonsea u68202,m73147,2,767,Moonsea u50561,m27911,7,204,Moonsea u68202,m60817,3,183,Moonsea u25425,m83747,5,383,Moonsea u92240,m64479,4,423,SwordCoast u56581,m52408,5,602,SwordCoast u42576,m20317,2,633,SwordCoast u92240,m11018,2,600,Moonsea u77969,m43917,6,964,SwordCoast u88735,m53749,3,898, SwordCoast u42576,m23932,8,761,Tethyr u76897,m23516,3,768,SwordCoast u50561,m42199,6,155, Tethyr u13009,m11142,3,782,SwordCoast u63712,m55100,6,943,SwordCoast u63712,m89775,2,946,SwordCoast u16855,m90772,6,964,SwordCoast u50561,m28047,5,970,SwordCoast u63712,m76025,4,790,SwordCoast u80266,m48711,5,510,Tethyr u56581,m87865,7,158,SwordCoast u33453,m15373,5,904,SwordCoast u80266,m49672,9,267,SwordCoast u56581,m24465,4,161,SwordCoast u30333,m85041,2,752,Tethyr u63712,m74664,4,218, Moonsea u76897,m15000,9,244,Moonsea u80266,m22281,6,733,SwordCoast u65739,m31067,2,450,SwordCoast u73210,m48299,3,436,Moonsea u50561,m99681,4,859,SwordCoast u63712,m26896,3,178, Moonsea u82618,m92308,7,635,SwordCoast u82618,m42976,7,446,SwordCoast u33453,m56576,7,128,Moonsea u66353,m22011,9,965,SwordCoast u88735,m28805,9,717,Moonsea u30333,m50143,6,764,SwordCoast u92240,m81653,5,506, Tethyr
u50042,m68971,9,259,Tethyr u59441,m42907,9,502, Tethyr u56581,m63352,6,839,SwordCoast u42576,m19668,7,224,SwordCoast u59441,m30896,4,408,Moonsea u82618,m96794,7,106,SwordCoast u65739,m30762,4,143,Moonsea u34377,m88509,7,571,Tethyr u42576,m27701,8,348,SwordCoast u68202,m53385,8,615,SwordCoast u50042,m33741,2,471,Tethyr u59441,m61514,4,671,SwordCoast u43994,m42771,9,298,Tethyr u43994,m82053,4,849,SwordCoast u50561,m31274,9,335,SwordCoast u42576,m59786,5,881, Moonsea u42576,m85287,7,349,Tethyr u68202,m67735,4,402, Tethyr u59441,m56177,3,365,Moonsea u56581,m82300,9,780, Moonsea u56581,m93402,7,348, Moonsea u63712,m12120,3,345,Moonsea u80266,m87962,6,765, Tethyr u63712,m96898,6,440,SwordCoast u66353,m87755,5,986,SwordCoast u92240,m94277,7,146, Moonsea u65739,m19754,9,878, Moonsea u42576,m12119,4,678,Moonsea u69574,m17278,6,135,Moonsea u43994,m20555,3,456,SwordCoast u43994,m93254,9,398,SwordCoast u25425,m54309,2,706,Moonsea u88735,m30083,3,360, Tethyr u77969,m92027,7,125,SwordCoast u50042,m20921,9,392, Tethyr u50561,m46849,7,540,SwordCoast u50042,m51981,3,967,Moonsea u73210,m17525,4,798,SwordCoast u42576,m32964,5,671,SwordCoast u69574,m35687,9,689,Moonsea u82618,m18719,4,892,Moonsea u33453,m66549,4,193,SwordCoast u30333,m61230,7,736,Moonsea u80266,m87910,6,575,SwordCoast u68202,m83073,3,819, Moonsea u80266,m59350,4,619,Tethyr u56581,m75553,8,442,Moonsea u68202,m29488,7,305,SwordCoast u25425,m16371,5,873,SwordCoast u33453,m23178,4,538, Tethyr u66353,m30692,7,747,SwordCoast u88735,m81475,3,366,SwordCoast u59441,m41749,5,871,Tethyr u88735.m97478.5.915.SwordCoast u25425,m98564,8,135, Tethyr u13009,m20869,5,869,SwordCoast u30333,m39203,4,715,SwordCoast u42576,m37919,7,792, SwordCoast u88735,m77208,2,431,Tethyr u76897,m15674,8,272,Tethyr u50042,m10085,5,665,SwordCoast
u76897,m51915,9,900,Tethyr u33453,m82112,8,710,Tethyr u50561,m20992,5,340,SwordCoast u88735,m80040,8,440,SwordCoast u16855,m13513,2,190,SwordCoast u53952,m50600,7,323,Moonsea u42576,m83531,7,482,Moonsea u43994,m64150,7,761,SwordCoast u33453,m34080,3,971, Moonsea u42576,m10872,5,632, SwordCoast monsterData.txt m44069,goblins,2269,3000 m33741,bandits, 1851,6300 m65666,bandits, 1620, 1200 m91583,dragon,3232,4000 m76069,beasts,3176,5900 m80763,beasts,3398,2300 m19120,goblins, 1317,5900 m56576,bandits,2078,2500 m83626,mages,3872,3000 m87755,beasts,4676,4000 m62823,mages,4028,6200 m63352,goblins,2016,7400 m74712,goblins,4808,3800 m68796,dragon,2738,7400 m14813,goblins,2880, 1800 m53772,fiend,2754,4300 m49250,goblins, 1334,3000 m86955,dragon, 1597,6500 m10872,fiend,3710, 1400 m85460,goblins,4916,3000 m66334,goblins,4786,1100 m47560,dragon,4758,5900 m51753,goblins,4459,4800 m20555,fiend,2513,6400 m13513,fiend,2237,2500 m93418,goblins, 1958,4500 m41732,goblins, 1166,5800 m90709,beasts, 1881,5100 m36083,dragon,2351,3900 m77225,fiend,2070,5500 m54309,fiend,2887,5400 m94202,mages, 1287,1600 m71110,dragon,2179,3800 m93687,goblins, 1337,7500 m19321,fiend,4665,3900 m94088,beasts, 1740,5500 m29488,fiend,2369,2700 m59999,goblins,4950,3000 m45989,beasts,4847,2300 m51216,fiend,2694,3800 m23178,fiend,4633,4600 m30366,goblins,4110,6700 m50347,bandits,3101,1800 m74107,goblins,4579,1300 m41840,beasts, 1445,5800 m36821,dragon,3763,6000 m56239,dragon,3121,4100 m19754,dragon,2343,2400 m68379,beasts,3685,3300
m84605,mages,4000,1700 m46041,bandits, 1496,7400 m27701,goblins, 1201,7800 m72526,dragon,3063,4000 m42907,goblins,2202,7500 m14245,bandits, 1529,5800 m88352,dragon,3168,6400 m35919,goblins,3591,6200 m89775,goblins,4683,5400 m67745,goblins, 1568,4900 m37635,mages,2941,3200 m70702,bandits,2696,7000 m35687,fiend,3497,4200 m39151,fiend,3667,4800 m33909,fiend,4924, 1200 m50600,bandits,2345,2900 m42199,goblins,4315,1400 m50174,mages,2231,5900 m47153,dragon,3227,5200 m15000,goblins, 1819,5700 m68971,beasts,3131,7900 m16646,goblins, 1601,3800 m53041,mages,4830,7600 m24370,mages, 1598,2400 m83041,goblins, 1153,4000 m19272,mages,3758,5900 m28047,mages,2212,5300 m97772,beasts,4007,4700 m82053,fiend,3707,3300 m96898,mages,4501,4800 m27007,mages,4270,3000 m72904,mages,3238,4900 m26000,mages,3525,2500 m12189,beasts,3623,7300 m39132,mages,4144,7200 m82300,fiend,3687,6900 m85246,fiend,2326,6500 m69998,bandits,2924,7700 m17290,mages,3939,7200 m48299,fiend, 1455,5700 m33359,goblins,2887,6300 m82326,mages,4023,7200 m87265,mages,3672,4900 m23575,goblins,4519,7800 m65759,fiend,3144,1300 m87206,fiend,4026,2100 m46492,goblins,2922,2900 m49685,dragon,4295,3600 m97605,dragon,4769,3800 m60803,goblins,2718,2900 m95930,bandits,4383,6000 m50289,fiend, 1167,1700 m83073,bandits,2414,1100 m59584,goblins,4554,4600 m64479,mages,1705,6600 m61082,bandits,4878,7700 m87910,bandits,4069,2400 m24818,beasts, 1048,6900 m43917,goblins, 1138,6000 m10085,beasts,4999,5800 m86004,mages,4208,7900
m23008,bandits, 1539,7600 m64439,beasts,2710,3900 m84729,beasts, 1682,5000 m42771,goblins,4506,2300 m50143,bandits, 1333,6100 m70166,beasts, 1248,3000 m45369,beasts, 1623,1300 m16371,mages,4018,7000 m83747,goblins,2497,5000 m76475,goblins,4457,4300 m40612,goblins,2424,5100 m20869,dragon,4049,3100 m34293,dragon,4226,6200 m94516,mages, 1294,7100 m46378,beasts,2411,1600 m70465,goblins,3454, 1200 m58147,bandits,4934,1600 m89617,beasts,2411,1100 m88509,goblins,3485,3900 m83531,dragon,4283,2400 m96046,mages,2918,1100 m17525,dragon,3586,6000 m53528,goblins,3064,6500 m80963,beasts,3586,5600 m30244,mages,2245,2000 m11431,dragon,3547,3200 m59786,beasts,4875,8000 m37138,dragon,2663,1900 m28857,dragon,2024,6400 m55971,bandits,3694,6200 m64656,goblins, 1689,6500 m30180,beasts,4213,6200 m38011,goblins,4905,3000 m67256,mages, 1787,5800 m57070,fiend,2085,3900 m51812,fiend,4152,4700 m81854,mages, 1239,2000 m41671,mages,2201,3000 m27765,mages,2515,6000 m53385,bandits,2341,4000 m31011,goblins,2392,1400 m34780,beasts,4440,7900 m74664,bandits,2596, 1900 m29186,goblins,2037,5600 m61230,bandits, 1608,3900 m60159,goblins,4237,6700 m81653,fiend,3224,7000 m27945,dragon, 1689,4400 m45606,fiend,4051,1200 m86976,beasts,2442,3600 m12119,fiend,4457,5100 m18719,bandits,2072,7700 m70462,bandits,3745,6500 m62221,goblins,3398,3200 m55571,dragon,4442,5000 m75553,mages,2944,4100 m19668,dragon,3629,3200 m18100,fiend,2720,7500 m15373,dragon,2216,7800 m87962,bandits,2628,4800 m99179,bandits,3606,6200
m92308,mages,2192,1500 m60528,mages,2380,8000 m86482,mages,2030,7300 m87816,beasts,4433,5800 m30762,fiend,4136,5300 m72286,goblins,3455,6100 m82873,mages,2057,3400 m99681,bandits,3311,4300 m91330,mages, 1699,7700 m32502,fiend,2800,5300 m10333,fiend,2604,7500 m92027,mages,2489,5400 m48711,mages,3574,6700 m87604,beasts,2727,5100 m65636,mages, 1535,7400 m39203,mages,4453,5700 m66549,beasts,4872,6800 m42412,dragon,3089,2700 m92070,mages,3577,2600 m68648,goblins,3936,3300 m82112,beasts,4225,7600 m50451,bandits,3399,1400 m96681,goblins,4863,7700 m53749,dragon, 1527,4900 m55100,mages,4666,3800 m98492,beasts,3702,6500 m75600,dragon,4611,2700 m20992,beasts, 1209,4500 m16925,goblins,3158,7200 m88957,beasts, 1394,6400 m11617,dragon,3457,4000 m92627,beasts,2640,7500 m79350,dragon,4189,5600 m13445,bandits,3609,3300 m50069,dragon,3922,7900 m59350,mages,3691,5400 m90336,mages,3691,7400 m87873,beasts,3484,2800 m97241,dragon,2842,1900 m99581,dragon, 1501,4500 m51981,bandits, 1920,7100 m78356,mages,3190,7200 m95892,beasts,2514,6100 m31686,dragon, 1555,6100 m92167,dragon,3616,4000 m20216,fiend,4466,5000 m77414,dragon,2796,7900 m60817,beasts,2287,2200 m51741,beasts,4337,6600 m58905,bandits, 1279,7800 m27911,bandits,3577,3700 m54626,beasts,2656,3000 m22011,beasts,3353,6000 m86710,mages,2133,4200 m45291,goblins, 1011,4200 m75270,beasts,3671,3200 m56177,fiend, 1285,3500 m21491,fiend, 1256,3400 m59211,mages, 1072,3900 m54893,dragon,4558,3800 m11791,dragon,2359,6300
m94277,dragon,4107,6400 m49516,goblins, 1642,3300 m01906,beasts,4034, 1800 m69082,fiend, 1345,5000 m32964,dragon,2274,5000 m74951,bandits,4230,4500 m98448,beasts,4253,3400 m55054,beasts,4361,3900 m77920,fiend,3262,2100 m77208,dragon,4018,4800 m15674,dragon,2205,2500 m51915,fiend, 1241,7300 m34080,bandits,4634,5400 m41749,fiend, 1729,5000 m70930,goblins, 1453,2300 m67634,bandits, 1071,3300 m85041,mages, 1419,5500 m31274,dragon,2737,5100 m31067,goblins,3492,3100 m72122,mages,3273,2600 m37919,goblins, 1831,4900 m76025,dragon,3322,5900 m61514,bandits, 1305,4000 m24465,beasts,4812,6500 m17506,dragon,2636,1300 m69630,dragon,2144,2600 m91477,dragon,3375,5700 m84845,fiend,2031,6900 m66662,mages, 1916,4600 m65574,goblins,3484,7500 m46849,dragon, 1114,6100 m33762,bandits,3114,6300 m10612,fiend,3811,1900 m28171,fiend,4118,1100 m85287,mages,2304,2700 m85711,mages,2821,6500 m89796,mages,2674,7000 m30896,goblins,2812,7800 m96794,bandits,3414,5700 m23932,beasts,2583,5200 m28836,beasts,4798,3600 m89333,mages,3525,3600 m11018,mages, 1690,4100 m98170,fiend,3458,4400 m12120,mages,3385,6700 m94052,fiend, 1920,3400 m67735,goblins,2188,2200 m83127,beasts,3161,6500 m74482,fiend, 1605,1300 m23516,beasts, 1348,5100 m81674,goblins,2880,4000 m19783,goblins,3266,6700 m42417,mages,1346,3200 m73572,mages,2125,3900 m28805,mages,1791,4300 m22281,dragon,3312,2200 m73190,dragon,4850,7500 m59210,goblins, 1109,5100 m97478,fiend,2572,1600 m11142,fiend,3295,5100 m27750,dragon,4341,2500
m68716,dragon, 1772,6300 m53571,fiend,4060,5100 m87865,goblins, 1413,6800 m42112,fiend,4031,6200 m61759,beasts, 1395,3000 m78380,fiend, 2012,4100 m98564,dragon,3735,4000 m30083,dragon,3313,4800 m90098,beasts,4760,4700 m48509,fiend, 1382,7300 m68357,goblins, 1432,5400 m18748,bandits,2366,1800 m26778,dragon,4258,1100 m86516,bandits,2222,3200 m92300,bandits,4978,4600 m48275,beasts,3717,6000 m75169,fiend,3163,3100 m93402,bandits,4839,1900 m64150,mages,2775,8000 m68312,dragon,3753,1500 m14636,dragon,4383,2100 m79430,goblins, 1864, 1500 m14061,goblins, 2908,7600 m93254,goblins, 1895,4500 m73883,fiend,2083,5300 m73147,goblins, 1558,2600 m26896,mages,3086,3900 m69742,beasts,3493,4100 m57636,beasts,2813,7300 m68747,bandits, 1066,4300 m52408,bandits,4411,3200 m20921,beasts,4769,2300 m46564,goblins, 1423,3800 m35396,beasts, 1614,4200 m62840,bandits, 1525,4600 m80040,mages,2805,6600 m42976,mages,4347,4100 m15067,dragon,2554,3000 m63136,goblins,3275,7500 m77092,dragon,3659,5700 m20317,dragon,2739,2600 m90772,goblins, 1264,4100 m19745,goblins, 1386,6400 m30692,beasts,2115,1300 m17278,goblins, 1829,5000 m28671,fiend,4289,1900 m49279,beasts,3657,3800 m63272,mages,2076,4100 m49672,mages,2173,1800 m49305,goblins,4737,7100 m64270,beasts, 1887,5500 m36181,goblins,2143,2900 m81475,beasts,2604,5600 m82955,beasts, 1705,2900 m82726,mages,3105,5600