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depreciated files, titanlearn v 2.0.0.001

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art
2019-10-29 10:04:56 -05:00
parent 47dbdd2b39
commit 7fa19c62b8
86 changed files with 11 additions and 1 deletions
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132
data analysis/dep/2019/matches/.ipynb_checkpoints/Untitled-checkpoint.ipynb Normal file
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import firebase_admin\n",
"from firebase_admin import credentials\n",
"from firebase_admin import firestore\n",
"import csv\n",
"import numpy as np\n",
"# Use a service account\n",
"cred = credentials.Certificate(r'../keys/fsk.json')\n",
"#add your own key as this is public. email me for details\n",
"firebase_admin.initialize_app(cred)\n",
"\n",
"db = firestore.client()"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"teams=db.collection('data').document('team-2022').collection(\"Midwest 2019\").get()\n",
"full=[]\n",
"tms=[]\n",
"for team in teams:\n",
" data=[]\n",
" tms.append(team.id)\n",
" reports=db.collection('data').document('team-2022').collection(\"Midwest 2019\").document(team.id).collection(\"matches\").get()\n",
" for report in reports:\n",
" data.append(db.collection('data').document('team-2022').collection(\"Midwest 2019\").document(team.id).collection(\"matches\").document(report.id).get().to_dict())\n",
" full.append(data)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"def expcsv(loc,data):\n",
" with open(loc+'.csv', 'w', newline='', encoding='utf-8') as csvfile:\n",
" w = csv.writer(csvfile, delimiter=',', quotechar=\"\\\"\", quoting=csv.QUOTE_MINIMAL)\n",
" for i in data:\n",
" w.writerow(i)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"def keymatch(ld):\n",
" keys=set([])\n",
" for i in ld:\n",
" for j in i.keys():\n",
" keys.add(j)\n",
" kl=list(keys)\n",
" data=[]\n",
" for i in kl:\n",
" data.append([i])\n",
" for i in kl:\n",
" for j in ld:\n",
" try:\n",
" (data[kl.index(i)]).append(j[i])\n",
" except:\n",
" (data[kl.index(i)]).append(\"\")\n",
" return data\n",
"wn=[]\n",
"for i in full:\n",
" wn.append(np.transpose(np.array(keymatch(i))).tolist())\n",
"for i in range(len(wn)):\n",
" expcsv(tms[i],wn[i])"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}

191
data analysis/dep/2019/matches/.ipynb_checkpoints/frc-elo-checkpoint.ipynb Normal file
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import operator\n",
"import csv\n",
"#constants\n",
"k=100\n",
"rdf=400\n",
"\n",
"def win_prob(yas,oas):\n",
" return 1/(1+10**(1/rdf*(oas-yas)))\n",
"def new_score(oscore,yas,oas,outcome):\n",
" return (oscore)+k*(outcome-win_prob(yas,oas))\n",
"\n",
"def readFile(filepath):\n",
"\n",
" with open(filepath) as csvfile:\n",
" lines = csv.reader(csvfile, delimiter=',', quotechar='|')\n",
" data = []\n",
" try:\n",
" for row in lines:\n",
" data.append((', '.join(row)).split(\", \"))\n",
" except:\n",
" pass\n",
"\n",
" return data\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"sb=readFile('scoreboard.csv')\n",
"teams=set([])\n",
"for i in sb:\n",
" teams.add(i[2])\n",
" teams.add(i[3])\n",
" teams.add(i[4])\n",
" teams.add(i[5])\n",
" teams.add(i[6])\n",
" teams.add(i[7])\n",
"list(teams)\n",
"tsd={}\n",
"for i in list(teams):\n",
" tsd[i]=500\n",
"for i in sb:\n",
" ras=tsd[i[2]]+tsd[i[3]]+tsd[i[4]]\n",
" bas=tsd[i[5]]+tsd[i[6]]+tsd[i[7]]\n",
" outcome=0\n",
" if i[8]>i[9]:\n",
" outcome=1\n",
" elif i[9]==i[8]:\n",
" outcome=.5\n",
" for j in range(2,5,1):\n",
" tsd[i[j]]=new_score(tsd[i[j]],ras,bas,outcome)\n",
" for j in range(5,8,1):\n",
" tsd[i[j]]=new_score(tsd[i[j]],bas,ras,1-outcome)\n",
" \n",
"rankinfs = sorted(tsd.items(), key=operator.itemgetter(1), reverse=True) "
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[('5934', 833.1830859510761),\n",
" ('48', 739.9728094005745),\n",
" ('16', 705.9551102513088),\n",
" ('3061', 702.9024075826381),\n",
" ('3695', 700.1366129603175),\n",
" ('2338', 696.932652524603),\n",
" ('4096', 652.7038522070818),\n",
" ('3488', 648.9766694246662),\n",
" ('4156', 638.0881039843185),\n",
" ('101', 626.9019952260375),\n",
" ('6823', 613.1453027540894),\n",
" ('930', 610.7992869961017),\n",
" ('2062', 608.0647276785079),\n",
" ('2830', 600.0239706519325),\n",
" ('5847', 589.0350788865741),\n",
" ('1736', 584.367394696335),\n",
" ('2358', 577.5524744241919),\n",
" ('5822', 575.4792058357157),\n",
" ('1675', 569.9944280943398),\n",
" ('111', 559.5150813478114),\n",
" ('1797', 537.9429025884093),\n",
" ('5148', 533.9623603303631),\n",
" ('1781', 519.5609268991466),\n",
" ('6651', 516.3195829730869),\n",
" ('6906', 501.7408783344565),\n",
" ('2022', 482.2765218696747),\n",
" ('7237', 474.4616019824547),\n",
" ('1884', 468.87487164611116),\n",
" ('2039', 467.0990375388428),\n",
" ('2451', 462.70812165138807),\n",
" ('7608', 462.0188420364676),\n",
" ('1739', 459.00590084129664),\n",
" ('2252', 456.43201385653043),\n",
" ('2151', 439.4118535382677),\n",
" ('4702', 435.5729578944645),\n",
" ('7738', 423.16353418538296),\n",
" ('4296', 420.5085609998351),\n",
" ('3734', 418.47615429198186),\n",
" ('7609', 409.29347746836567),\n",
" ('2709', 403.9793052336144),\n",
" ('3067', 402.77020998279653),\n",
" ('2136', 386.0798688817299),\n",
" ('5350', 383.4109800245315),\n",
" ('5125', 377.1609505922246),\n",
" ('4292', 357.43188113820975),\n",
" ('3110', 344.8643460008074),\n",
" ('2725', 332.21429556184444),\n",
" ('4645', 329.6452389079341),\n",
" ('6968', 329.08368400289095),\n",
" ('4241', 315.12115012426335),\n",
" ('4787', 288.64374620808815),\n",
" ('7560', 279.7779164676232),\n",
" ('2016', 247.25607506869346)]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"rankinfs"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}

0
data analysis/dep/2019/matches/.ipynb_checkpoints/pullmatches-checkpoint.py Normal file
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57
data analysis/dep/2019/matches/.ipynb_checkpoints/scoreboard-checkpoint.csv Normal file
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Match,Time,Red1,Red2,Red3,Blue1,Blue2,Blue3,RedScore,BlueScore
Qualification 1  ,Fri 3/8 - 9:00 AM,7560,3061,3488,1675,2451,5148,37,26
Qualification 2  ,Fri 3/8 - 9:09 AM,7608,1884,2338,4702,2151,111,23,33
Qualification 3  ,Fri 3/8 - 9:18 AM,2830,7609,101,2039,4292,16,45,35
Qualification 4  ,Fri 3/8 - 9:27 AM,6968,1736,4096,4645,3067,2252,40,20
Qualification 5  ,Fri 3/8 - 9:36 AM,4156,2016,3695,2022,3110,3734,46,29
Qualification 6  ,Fri 3/8 - 9:45 AM,5934,5822,1739,7738,2062,4296,38,33
Qualification 7  ,Fri 3/8 - 9:54 AM,930,5125,4787,7237,6906,1781,37,41
Qualification 8  ,Fri 3/8 - 10:03 AM,2725,5847,5350,2709,1797,4241,25,24
Qualification 9  ,Fri 3/8 - 10:12 AM,2358,6823,2136,48,6651,3734,17,40
Qualification 10  ,Fri 3/8 - 10:21 AM,3067,7608,5148,2062,4292,5822,15,39
Qualification 11  ,Fri 3/8 - 10:30 AM,111,6968,4787,16,2022,1675,41,63
Qualification 12  ,Fri 3/8 - 10:39 AM,4702,7738,2830,6906,2725,2016,52,24
Qualification 13  ,Fri 3/8 - 10:48 AM,2709,2358,7609,101,930,6823,16,42
Qualification 14  ,Fri 3/8 - 10:56 AM,2136,5934,3695,1736,7237,2151,45,25
Qualification 15  ,Fri 3/8 - 11:04 AM,3110,1781,2252,1797,2338,3488,35,65
Qualification 16  ,Fri 3/8 - 11:12 AM,48,4156,4241,4296,1884,3061,48,34
Qualification 17  ,Fri 3/8 - 11:20 AM,2039,6651,5125,4096,7560,5350,31,23
Qualification 18  ,Fri 3/8 - 11:28 AM,5847,2451,16,4645,1739,7237,62,15
Qualification 19  ,Fri 3/8 - 11:36 AM,3734,3067,1797,7609,5148,5934,18,31
Qualification 20  ,Fri 3/8 - 11:44 AM,5822,2725,4241,2338,4156,930,20,55
Qualification 21  ,Fri 3/8 - 11:52 AM,6968,2016,2709,7608,2151,6823,12,14
Qualification 22,Fri 3/8 - 1:00 PM,1736,7560,1739,4292,5350,48,43,58
Qualification 23,Fri 3/8 - 1:09 PM,2062,1781,2022,2451,4096,6651,35,45
Qualification 24,Fri 3/8 - 1:18 PM,111,4296,3488,4787,2136,2039,49,27
Qualification 25,Fri 3/8 - 1:27 PM,101,3061,5847,2252,2830,6906,53,40
Qualification 26,Fri 3/8 - 1:36 PM,1675,4645,4702,3695,3110,7738,15,71
Qualification 27,Fri 3/8 - 1:44 PM,1736,1884,2358,2016,5125,7560,25,23
Qualification 28,Fri 3/8 - 1:52 PM,4156,2725,6651,3488,7237,3067,42,39
Qualification 29,Fri 3/8 - 2:00 PM,3734,5350,2151,6906,2062,101,18,36
Qualification 30,Fri 3/8 - 2:08 PM,5847,7738,6823,2338,111,4096,54,58
Qualification 31,Fri 3/8 - 2:16 PM,2709,48,4702,5934,2039,2252,20,49
Qualification 32,Fri 3/8 - 2:24 PM,1884,930,2830,1797,1675,6968,61,49
Qualification 33,Fri 3/8 - 2:32 PM,7609,1739,3695,5148,4241,4787,85,54
Qualification 34,Fri 3/8 - 2:40 PM,5125,4645,2022,3061,2136,4292,37,39
Qualification 35,Fri 3/8 - 2:48 PM,2451,2358,7608,4296,16,3110,37,18
Qualification 36,Fri 3/8 - 2:56 PM,1781,2039,3734,5822,7237,5847,30,61
Qualification 37,Fri 3/8 - 3:04 PM,3488,5350,930,1884,3695,111,52,54
Qualification 38,Fri 3/8 - 3:12 PM,2016,5934,2338,7609,7560,4156,66,24
Qualification 39,Fri 3/8 - 3:20 PM,2252,6651,2136,4787,7608,1739,27,23
Qualification 40,Fri 3/8 - 3:28 PM,4096,4702,5148,2358,4241,101,37,28
Qualification 41,Fri 3/8 - 3:36 PM,3110,5822,2451,48,6968,6906,42,68
Qualification 42,Fri 3/8 - 3:44 PM,16,1736,1781,7738,3061,2725,56,43
Qualification 43,Fri 3/8 - 3:52 PM,1797,5125,4292,6823,2709,2062,32,42
Qualification 44,Fri 3/8 - 4:00 PM,2022,4296,3067,2151,2830,1675,26,31
Qualification 45,Fri 3/8 - 4:08 PM,4645,48,5847,5148,3488,2016,63,48
Qualification 46,Fri 3/8 - 4:16 PM,3110,4096,930,3061,4787,5934,42,56
Qualification 47,Fri 3/8 - 4:24 PM,2725,6823,2451,7608,3695,2039,29,57
Qualification 48,Fri 3/8 - 4:32 PM,2062,1675,4156,101,4702,2136,40,31
Qualification 49,Fri 3/8 - 4:40 PM,2022,7738,7237,5350,2252,7609,51,37
Qualification 50,Fri 3/8 - 4:48 PM,7560,4296,2151,1781,1797,4645,21,39
Qualification 51,Fri 3/8 - 4:56 PM,2338,1736,5822,2830,2709,6651,68,37
Qualification 52,Fri 3/8 - 5:04 PM,6906,1739,2358,4292,6968,1884,33,29
Qualification 53,Fri 3/8 - 5:12 PM,111,16,3067,4241,3734,5125,65,41
Qualification 54,Fri 3/8 - 5:20 PM,3061,1675,48,7609,5847,7608,65,42
Qualification 55,Fri 3/8 - 5:28 PM,6651,2016,2062,930,2252,4296,43,77
Qualification 56,Fri 3/8 - 5:36 PM,4292,5148,2725,2151,4787,3110,19,3
1 Match Time Red1 Red2 Red3 Blue1 Blue2 Blue3 RedScore BlueScore
2 Qualification 1   Fri 3/8 - 9:00 AM 7560 3061 3488 1675 2451 5148 37 26
3 Qualification 2   Fri 3/8 - 9:09 AM 7608 1884 2338 4702 2151 111 23 33
4 Qualification 3   Fri 3/8 - 9:18 AM 2830 7609 101 2039 4292 16 45 35
5 Qualification 4   Fri 3/8 - 9:27 AM 6968 1736 4096 4645 3067 2252 40 20
6 Qualification 5   Fri 3/8 - 9:36 AM 4156 2016 3695 2022 3110 3734 46 29
7 Qualification 6   Fri 3/8 - 9:45 AM 5934 5822 1739 7738 2062 4296 38 33
8 Qualification 7   Fri 3/8 - 9:54 AM 930 5125 4787 7237 6906 1781 37 41
9 Qualification 8   Fri 3/8 - 10:03 AM 2725 5847 5350 2709 1797 4241 25 24
10 Qualification 9   Fri 3/8 - 10:12 AM 2358 6823 2136 48 6651 3734 17 40
11 Qualification 10   Fri 3/8 - 10:21 AM 3067 7608 5148 2062 4292 5822 15 39
12 Qualification 11   Fri 3/8 - 10:30 AM 111 6968 4787 16 2022 1675 41 63
13 Qualification 12   Fri 3/8 - 10:39 AM 4702 7738 2830 6906 2725 2016 52 24
14 Qualification 13   Fri 3/8 - 10:48 AM 2709 2358 7609 101 930 6823 16 42
15 Qualification 14   Fri 3/8 - 10:56 AM 2136 5934 3695 1736 7237 2151 45 25
16 Qualification 15   Fri 3/8 - 11:04 AM 3110 1781 2252 1797 2338 3488 35 65
17 Qualification 16   Fri 3/8 - 11:12 AM 48 4156 4241 4296 1884 3061 48 34
18 Qualification 17   Fri 3/8 - 11:20 AM 2039 6651 5125 4096 7560 5350 31 23
19 Qualification 18   Fri 3/8 - 11:28 AM 5847 2451 16 4645 1739 7237 62 15
20 Qualification 19   Fri 3/8 - 11:36 AM 3734 3067 1797 7609 5148 5934 18 31
21 Qualification 20   Fri 3/8 - 11:44 AM 5822 2725 4241 2338 4156 930 20 55
22 Qualification 21   Fri 3/8 - 11:52 AM 6968 2016 2709 7608 2151 6823 12 14
23 Qualification 22 Fri 3/8 - 1:00 PM 1736 7560 1739 4292 5350 48 43 58
24 Qualification 23 Fri 3/8 - 1:09 PM 2062 1781 2022 2451 4096 6651 35 45
25 Qualification 24 Fri 3/8 - 1:18 PM 111 4296 3488 4787 2136 2039 49 27
26 Qualification 25 Fri 3/8 - 1:27 PM 101 3061 5847 2252 2830 6906 53 40
27 Qualification 26 Fri 3/8 - 1:36 PM 1675 4645 4702 3695 3110 7738 15 71
28 Qualification 27 Fri 3/8 - 1:44 PM 1736 1884 2358 2016 5125 7560 25 23
29 Qualification 28 Fri 3/8 - 1:52 PM 4156 2725 6651 3488 7237 3067 42 39
30 Qualification 29 Fri 3/8 - 2:00 PM 3734 5350 2151 6906 2062 101 18 36
31 Qualification 30 Fri 3/8 - 2:08 PM 5847 7738 6823 2338 111 4096 54 58
32 Qualification 31 Fri 3/8 - 2:16 PM 2709 48 4702 5934 2039 2252 20 49
33 Qualification 32 Fri 3/8 - 2:24 PM 1884 930 2830 1797 1675 6968 61 49
34 Qualification 33 Fri 3/8 - 2:32 PM 7609 1739 3695 5148 4241 4787 85 54
35 Qualification 34 Fri 3/8 - 2:40 PM 5125 4645 2022 3061 2136 4292 37 39
36 Qualification 35 Fri 3/8 - 2:48 PM 2451 2358 7608 4296 16 3110 37 18
37 Qualification 36 Fri 3/8 - 2:56 PM 1781 2039 3734 5822 7237 5847 30 61
38 Qualification 37 Fri 3/8 - 3:04 PM 3488 5350 930 1884 3695 111 52 54
39 Qualification 38 Fri 3/8 - 3:12 PM 2016 5934 2338 7609 7560 4156 66 24
40 Qualification 39 Fri 3/8 - 3:20 PM 2252 6651 2136 4787 7608 1739 27 23
41 Qualification 40 Fri 3/8 - 3:28 PM 4096 4702 5148 2358 4241 101 37 28
42 Qualification 41 Fri 3/8 - 3:36 PM 3110 5822 2451 48 6968 6906 42 68
43 Qualification 42 Fri 3/8 - 3:44 PM 16 1736 1781 7738 3061 2725 56 43
44 Qualification 43 Fri 3/8 - 3:52 PM 1797 5125 4292 6823 2709 2062 32 42
45 Qualification 44 Fri 3/8 - 4:00 PM 2022 4296 3067 2151 2830 1675 26 31
46 Qualification 45 Fri 3/8 - 4:08 PM 4645 48 5847 5148 3488 2016 63 48
47 Qualification 46 Fri 3/8 - 4:16 PM 3110 4096 930 3061 4787 5934 42 56
48 Qualification 47 Fri 3/8 - 4:24 PM 2725 6823 2451 7608 3695 2039 29 57
49 Qualification 48 Fri 3/8 - 4:32 PM 2062 1675 4156 101 4702 2136 40 31
50 Qualification 49 Fri 3/8 - 4:40 PM 2022 7738 7237 5350 2252 7609 51 37
51 Qualification 50 Fri 3/8 - 4:48 PM 7560 4296 2151 1781 1797 4645 21 39
52 Qualification 51 Fri 3/8 - 4:56 PM 2338 1736 5822 2830 2709 6651 68 37
53 Qualification 52 Fri 3/8 - 5:04 PM 6906 1739 2358 4292 6968 1884 33 29
54 Qualification 53 Fri 3/8 - 5:12 PM 111 16 3067 4241 3734 5125 65 41
55 Qualification 54 Fri 3/8 - 5:20 PM 3061 1675 48 7609 5847 7608 65 42
56 Qualification 55 Fri 3/8 - 5:28 PM 6651 2016 2062 930 2252 4296 43 77
57 Qualification 56 Fri 3/8 - 5:36 PM 4292 5148 2725 2151 4787 3110 19 3

4
data analysis/dep/2019/matches/.ipynb_checkpoints/team-101-checkpoint.csv Normal file
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@@ -0,0 +1,4 @@
gmkR7hN4D1fQguey5X5V48d3PhO2,sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,9fv7QhcLPsfU59sRrPq7LcJlD8J3,fillChoice,sandstormCargoShipCargoSuccess,strongMedium,functional,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
,0,0,0,,1,0,,slow,,team-101,L2,,1,2,0,,0,0,,0,,"{'notes': 'not good with balls, was able to reach high with hatch', 'contribution': '', 'fillChoice': 'Cargo', 'strategy': 'place hatches, shoe off long arm. not defensive', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-101', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'High', 'size': '', 'match': 'match-13', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,0,,,0,0,0,,,None,match-13,,,0
,,,,Neither,,,Medium,Medium,"Cargo, but couldn't pick up",team-101,L1,L1,,,,High,,,Mid,,Hab I,,Cargo,,Hatch,Yes,,,,Low Rocket,Weak,,match-25,N/A,L1,
"{'notes': '', 'contribution': 'Great', 'fillChoice': '', 'strategy': 'quick bottom hatches but still slow', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-101', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-29', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Both', 'endingHab': 'None', 'functional': 'No', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1 gmkR7hN4D1fQguey5X5V48d3PhO2 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure sandstormRocketCargoSuccess size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch 9fv7QhcLPsfU59sRrPq7LcJlD8J3 fillChoice sandstormCargoShipCargoSuccess strongMedium functional teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 1 0 slow team-101 L2 1 2 0 0 0 0 {'notes': 'not good with balls, was able to reach high with hatch', 'contribution': '', 'fillChoice': 'Cargo', 'strategy': 'place hatches, shoe off long arm. not defensive', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-101', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'High', 'size': '', 'match': 'match-13', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'} 0 0 0 0 None match-13 0
3 Neither Medium Medium Cargo, but couldn't pick up team-101 L1 L1 High Mid Hab I Cargo Hatch Yes Low Rocket Weak match-25 N/A L1
4 {'notes': '', 'contribution': 'Great', 'fillChoice': '', 'strategy': 'quick bottom hatches but still slow', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-101', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-29', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Both', 'endingHab': 'None', 'functional': 'No', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': 'Hab I'}

4
data analysis/dep/2019/matches/.ipynb_checkpoints/team-1675-checkpoint.csv Normal file
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@@ -0,0 +1,4 @@
gmkR7hN4D1fQguey5X5V48d3PhO2,strongMediumTeleop,jouGPhPF0qME5wNIbd86MzYFsGw2,size,nTG6cThsi9TB9mTkcwuo5bKEo9B3,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,lowRocketSuccessTeleop,cargoSuccessTeleop,functional,fillChoice,strongMedium,fillChoiceTeleop,contrubution,hiRocketSuccessTeleop,match,endingHab,startingHatch
"{'contribution': 'Weak', 'notes': 'team ups, robot malfunction VOID THIS INFO', 'fillChoice': '', 'cargoSuccess': '', 'cargoSuccessTeleop': '', 'strongMedium': '', 'teamDBRef': 'team-1675', 'hiRocketSuccessTeleop': '', 'speed': 'Slow', 'lowRocketSuccess': '', 'match': 'match-1', 'size': 'Medium', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II', 'hiRocketSuccess': ''}",,"{'notes': '', 'contribution': 'Weak', 'cargoSuccess': '', 'fillChoice': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-1675', 'speed': '', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': '', 'match': 'match-1', 'size': 'Large', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II', 'hiRocketSuccess': ''}",,,,,,,,,,,,,,,,,,
,Hatch,,IDK,,slow,Hatch panels for rocket,team-1675,None,None,High,N/A,Yes,None,Neither,Low Rocket,Weak,N/A,match-26,L1,IDK
,,,,"{'notes': '', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': 'pinning opponent and placing hatches on rocket', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-1675', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'High', 'size': 'Large', 'match': 'match-54', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'High', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,
1 gmkR7hN4D1fQguey5X5V48d3PhO2 strongMediumTeleop jouGPhPF0qME5wNIbd86MzYFsGw2 size nTG6cThsi9TB9mTkcwuo5bKEo9B3 speed strategy teamDBRef sandstormCross sandstormCrossBonus lowRocketSuccessTeleop cargoSuccessTeleop functional fillChoice strongMedium fillChoiceTeleop contrubution hiRocketSuccessTeleop match endingHab startingHatch
2 {'contribution': 'Weak', 'notes': 'team ups, robot malfunction VOID THIS INFO', 'fillChoice': '', 'cargoSuccess': '', 'cargoSuccessTeleop': '', 'strongMedium': '', 'teamDBRef': 'team-1675', 'hiRocketSuccessTeleop': '', 'speed': 'Slow', 'lowRocketSuccess': '', 'match': 'match-1', 'size': 'Medium', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II', 'hiRocketSuccess': ''} {'notes': '', 'contribution': 'Weak', 'cargoSuccess': '', 'fillChoice': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-1675', 'speed': '', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': '', 'match': 'match-1', 'size': 'Large', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II', 'hiRocketSuccess': ''}
3 Hatch IDK slow Hatch panels for rocket team-1675 None None High N/A Yes None Neither Low Rocket Weak N/A match-26 L1 IDK
4 {'notes': '', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': 'pinning opponent and placing hatches on rocket', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-1675', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'High', 'size': 'Large', 'match': 'match-54', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'High', 'startingHatch': 'Hab I'}

3
data analysis/dep/2019/matches/.ipynb_checkpoints/team-1736-checkpoint.csv Normal file
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@@ -0,0 +1,3 @@
sandstormCrossBonus,9fv7QhcLPsfU59sRrPq7LcJlD8J3,strongMediumTeleop,fillChoiceTeleop,cargoSuccessTeleop,contrubution,functional,lowRocketSuccessTeleop,startingHatch,size,hiRocketSuccessTeleop,speed,strategy,match,fillChoice,endingHab,teamDBRef,strongMedium,sandstormCross
,"{'contribution': '', 'notes': '', 'fillChoice': 'High Rocket', 'strategy': 'place high hatches. except- it’s very inaccurate. has the reach, though ', 'cargoSuccessTeleop': '', 'strongMedium': 'Hatch', 'teamDBRef': 'team-1736', 'hiRocketSuccessTeleop': 'Low', 'speed': '', 'match': 'match-14', 'size': '', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': '', 'endingHab': '', 'functional': 'Yes', 'startingHatch': 'Hab II', 'lowRocketSuccessTeleop': ''}",,,,,,,,,,,,,,,,,
L2,,Ball,Cargo,Low,Equal,No,N/A,Hab II,Medium,N/A,Medium,"Hatches, then balls",match-27,Cargo,None,team-1736,Neither,L2
1 sandstormCrossBonus 9fv7QhcLPsfU59sRrPq7LcJlD8J3 strongMediumTeleop fillChoiceTeleop cargoSuccessTeleop contrubution functional lowRocketSuccessTeleop startingHatch size hiRocketSuccessTeleop speed strategy match fillChoice endingHab teamDBRef strongMedium sandstormCross
2 {'contribution': '', 'notes': '', 'fillChoice': 'High Rocket', 'strategy': 'place high hatches. except- it’s very inaccurate. has the reach, though ', 'cargoSuccessTeleop': '', 'strongMedium': 'Hatch', 'teamDBRef': 'team-1736', 'hiRocketSuccessTeleop': 'Low', 'speed': '', 'match': 'match-14', 'size': '', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': '', 'endingHab': '', 'functional': 'Yes', 'startingHatch': 'Hab II', 'lowRocketSuccessTeleop': ''}
3 L2 Ball Cargo Low Equal No N/A Hab II Medium N/A Medium Hatches, then balls match-27 Cargo None team-1736 Neither L2

4
data analysis/dep/2019/matches/.ipynb_checkpoints/team-5934-checkpoint.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,strongMediumTeleop,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,nTG6cThsi9TB9mTkcwuo5bKEo9B3,size,sandstormRocketCargoSuccess,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,teleOpCargoShipCargoSuccess,functional,fillChoice,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,hiRocketSuccessTeleop,match,endingHab,startingHatch
,,,,,"{'contribution': 'Equal', 'notes': '', 'fillChoice': 'Cargo', 'strategy': 'hatch panels ', 'cargoSuccessTeleop': 'High', 'strongMedium': 'Ball', 'teamDBRef': 'team-5934', 'hiRocketSuccessTeleop': '', 'speed': 'Fast', 'match': 'match-31', 'size': 'Large', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,Both,,,,Large,,Fast,,team-5934,L1,L1,,,,N/A,,,Mid,,,Yes,Cargo,,Ball,,,,Cargo,Equal,,N/A,match-37,None,Hab I
0,0,,0,0,,,0,Ludicrous,,team-5934,L1,,2,0,0,,0,0,,0,5,,,1,,0,0,0,,,L1,,match-6,,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess strongMediumTeleop sandstormRocketHatchSuccess teleOpCargoShipHatchFailure nTG6cThsi9TB9mTkcwuo5bKEo9B3 size sandstormRocketCargoSuccess speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess teleOpCargoShipCargoSuccess functional fillChoice sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb hiRocketSuccessTeleop match endingHab startingHatch
2 {'contribution': 'Equal', 'notes': '', 'fillChoice': 'Cargo', 'strategy': 'hatch panels ', 'cargoSuccessTeleop': 'High', 'strongMedium': 'Ball', 'teamDBRef': 'team-5934', 'hiRocketSuccessTeleop': '', 'speed': 'Fast', 'match': 'match-31', 'size': 'Large', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}
3 Both Large Fast team-5934 L1 L1 N/A Mid Yes Cargo Ball Cargo Equal N/A match-37 None Hab I
4 0 0 0 0 0 Ludicrous team-5934 L1 2 0 0 0 0 0 5 1 0 0 0 L1 match-6

5
data analysis/dep/2019/matches/.ipynb_checkpoints/team-6906-checkpoint.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,nTG6cThsi9TB9mTkcwuo5bKEo9B3,sandstormRocketCargoSuccess,jouGPhPF0qME5wNIbd86MzYFsGw2,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,fillChoice,functional,sandstormCargoShipCargoSuccess,strongMedium,9fv7QhcLPsfU59sRrPq7LcJlD8J3,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
0,0,0,,0,"{'notes': '', 'contribution': 'Weak', 'fillChoice': '', 'strategy': 'did not do anything ', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-6906', 'speed': 'Slow', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Jumbo', 'match': 'match-12', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",0,,,slow,,team-6906,L1,,0,0,0,,0,0,,0,,,,0,,,0,0,0,,,L1,match-12,,,0
,,,,,,,"{'notes': 'plays defense', 'contribution': 'Equal', 'fillChoice': 'None', 'strategy': 'very strong defensive robot also had limited capability to attach hatch panels', 'strongMedium': 'Neither', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-6906', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Jumbo', 'match': 'match-29', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,Neither,,,,,Medium,slow,Defense,team-6906,L1,L1,,,,N/A,,,N/A,,Hab I,None,Yes,,Neither,,,,,None,Weak,,match-53,N/A,L1,
,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'contribution': 'Weak', 'notes': 'defensive but miserably slow', 'fillChoice': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-6906', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'match': 'match-7', 'size': '', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Neither', 'endingHab': 'None', 'functional': 'Sorta', 'lowRocketSuccessTeleop': 'Low', 'startingHatch': 'None'}",,,,,,,,,,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure nTG6cThsi9TB9mTkcwuo5bKEo9B3 sandstormRocketCargoSuccess jouGPhPF0qME5wNIbd86MzYFsGw2 size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch fillChoice functional sandstormCargoShipCargoSuccess strongMedium 9fv7QhcLPsfU59sRrPq7LcJlD8J3 teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 0 {'notes': '', 'contribution': 'Weak', 'fillChoice': '', 'strategy': 'did not do anything ', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-6906', 'speed': 'Slow', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Jumbo', 'match': 'match-12', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'} 0 slow team-6906 L1 0 0 0 0 0 0 0 0 0 0 L1 match-12 0
3 {'notes': 'plays defense', 'contribution': 'Equal', 'fillChoice': 'None', 'strategy': 'very strong defensive robot also had limited capability to attach hatch panels', 'strongMedium': 'Neither', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-6906', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Jumbo', 'match': 'match-29', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': 'Hab I'}
4 Neither Medium slow Defense team-6906 L1 L1 N/A N/A Hab I None Yes Neither None Weak match-53 N/A L1
5 {'contribution': 'Weak', 'notes': 'defensive but miserably slow', 'fillChoice': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-6906', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'match': 'match-7', 'size': '', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Neither', 'endingHab': 'None', 'functional': 'Sorta', 'lowRocketSuccessTeleop': 'Low', 'startingHatch': 'None'}

132
data analysis/dep/2019/matches/Untitled.ipynb Normal file
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import firebase_admin\n",
"from firebase_admin import credentials\n",
"from firebase_admin import firestore\n",
"import csv\n",
"import numpy as np\n",
"# Use a service account\n",
"cred = credentials.Certificate(r'../keys/fsk.json')\n",
"#add your own key as this is public. email me for details\n",
"firebase_admin.initialize_app(cred)\n",
"\n",
"db = firestore.client()"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"teams=db.collection('data').document('team-2022').collection(\"Midwest 2019\").get()\n",
"full=[]\n",
"tms=[]\n",
"for team in teams:\n",
" data=[]\n",
" tms.append(team.id)\n",
" reports=db.collection('data').document('team-2022').collection(\"Midwest 2019\").document(team.id).collection(\"matches\").get()\n",
" for report in reports:\n",
" data.append(db.collection('data').document('team-2022').collection(\"Midwest 2019\").document(team.id).collection(\"matches\").document(report.id).get().to_dict())\n",
" full.append(data)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"def expcsv(loc,data):\n",
" with open(loc+'.csv', 'w', newline='', encoding='utf-8') as csvfile:\n",
" w = csv.writer(csvfile, delimiter=',', quotechar=\"\\\"\", quoting=csv.QUOTE_MINIMAL)\n",
" for i in data:\n",
" w.writerow(i)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"def keymatch(ld):\n",
" keys=set([])\n",
" for i in ld:\n",
" for j in i.keys():\n",
" keys.add(j)\n",
" kl=list(keys)\n",
" data=[]\n",
" for i in kl:\n",
" data.append([i])\n",
" for i in kl:\n",
" for j in ld:\n",
" try:\n",
" (data[kl.index(i)]).append(j[i])\n",
" except:\n",
" (data[kl.index(i)]).append(\"\")\n",
" return data\n",
"wn=[]\n",
"for i in full:\n",
" wn.append(np.transpose(np.array(keymatch(i))).tolist())\n",
"for i in range(len(wn)):\n",
" expcsv(tms[i],wn[i])"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}

191
data analysis/dep/2019/matches/frc-elo.ipynb Normal file
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import operator\n",
"import csv\n",
"#constants\n",
"k=100\n",
"rdf=400\n",
"\n",
"def win_prob(yas,oas):\n",
" return 1/(1+10**(1/rdf*(oas-yas)))\n",
"def new_score(oscore,yas,oas,outcome):\n",
" return (oscore)+k*(outcome-win_prob(yas,oas))\n",
"\n",
"def readFile(filepath):\n",
"\n",
" with open(filepath) as csvfile:\n",
" lines = csv.reader(csvfile, delimiter=',', quotechar='|')\n",
" data = []\n",
" try:\n",
" for row in lines:\n",
" data.append((', '.join(row)).split(\", \"))\n",
" except:\n",
" pass\n",
"\n",
" return data\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"sb=readFile('scoreboard.csv')\n",
"teams=set([])\n",
"for i in sb:\n",
" teams.add(i[2])\n",
" teams.add(i[3])\n",
" teams.add(i[4])\n",
" teams.add(i[5])\n",
" teams.add(i[6])\n",
" teams.add(i[7])\n",
"list(teams)\n",
"tsd={}\n",
"for i in list(teams):\n",
" tsd[i]=500\n",
"for i in sb:\n",
" ras=tsd[i[2]]+tsd[i[3]]+tsd[i[4]]\n",
" bas=tsd[i[5]]+tsd[i[6]]+tsd[i[7]]\n",
" outcome=0\n",
" if i[8]>i[9]:\n",
" outcome=1\n",
" elif i[9]==i[8]:\n",
" outcome=.5\n",
" for j in range(2,5,1):\n",
" tsd[i[j]]=new_score(tsd[i[j]],ras,bas,outcome)\n",
" for j in range(5,8,1):\n",
" tsd[i[j]]=new_score(tsd[i[j]],bas,ras,1-outcome)\n",
" \n",
"rankinfs = sorted(tsd.items(), key=operator.itemgetter(1), reverse=True) "
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[('5934', 833.1830859510761),\n",
" ('48', 739.9728094005745),\n",
" ('16', 705.9551102513088),\n",
" ('3061', 702.9024075826381),\n",
" ('3695', 700.1366129603175),\n",
" ('2338', 696.932652524603),\n",
" ('4096', 652.7038522070818),\n",
" ('3488', 648.9766694246662),\n",
" ('4156', 638.0881039843185),\n",
" ('101', 626.9019952260375),\n",
" ('6823', 613.1453027540894),\n",
" ('930', 610.7992869961017),\n",
" ('2062', 608.0647276785079),\n",
" ('2830', 600.0239706519325),\n",
" ('5847', 589.0350788865741),\n",
" ('1736', 584.367394696335),\n",
" ('2358', 577.5524744241919),\n",
" ('5822', 575.4792058357157),\n",
" ('1675', 569.9944280943398),\n",
" ('111', 559.5150813478114),\n",
" ('1797', 537.9429025884093),\n",
" ('5148', 533.9623603303631),\n",
" ('1781', 519.5609268991466),\n",
" ('6651', 516.3195829730869),\n",
" ('6906', 501.7408783344565),\n",
" ('2022', 482.2765218696747),\n",
" ('7237', 474.4616019824547),\n",
" ('1884', 468.87487164611116),\n",
" ('2039', 467.0990375388428),\n",
" ('2451', 462.70812165138807),\n",
" ('7608', 462.0188420364676),\n",
" ('1739', 459.00590084129664),\n",
" ('2252', 456.43201385653043),\n",
" ('2151', 439.4118535382677),\n",
" ('4702', 435.5729578944645),\n",
" ('7738', 423.16353418538296),\n",
" ('4296', 420.5085609998351),\n",
" ('3734', 418.47615429198186),\n",
" ('7609', 409.29347746836567),\n",
" ('2709', 403.9793052336144),\n",
" ('3067', 402.77020998279653),\n",
" ('2136', 386.0798688817299),\n",
" ('5350', 383.4109800245315),\n",
" ('5125', 377.1609505922246),\n",
" ('4292', 357.43188113820975),\n",
" ('3110', 344.8643460008074),\n",
" ('2725', 332.21429556184444),\n",
" ('4645', 329.6452389079341),\n",
" ('6968', 329.08368400289095),\n",
" ('4241', 315.12115012426335),\n",
" ('4787', 288.64374620808815),\n",
" ('7560', 279.7779164676232),\n",
" ('2016', 247.25607506869346)]"
]
},
"execution_count": 3,
"metadata": {},
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}
],
"source": [
"rankinfs"
]
},
{
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"execution_count": null,
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"source": []
},
{
"cell_type": "code",
"execution_count": null,
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"source": []
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
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"source": []
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{
"cell_type": "code",
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"metadata": {},
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"source": []
}
],
"metadata": {
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80
data analysis/dep/2019/matches/scoreboard.csv Normal file
View File

@@ -0,0 +1,80 @@
Qualification 1  ,Fri 3/8 - 9:00 AM,7560,3061,3488,1675,2451,5148,37,26
Qualification 2  ,Fri 3/8 - 9:09 AM,7608,1884,2338,4702,2151,111,23,33
Qualification 3  ,Fri 3/8 - 9:18 AM,2830,7609,101,2039,4292,16,45,35
Qualification 4  ,Fri 3/8 - 9:27 AM,6968,1736,4096,4645,3067,2252,40,20
Qualification 5  ,Fri 3/8 - 9:36 AM,4156,2016,3695,2022,3110,3734,46,29
Qualification 6  ,Fri 3/8 - 9:45 AM,5934,5822,1739,7738,2062,4296,38,33
Qualification 7  ,Fri 3/8 - 9:54 AM,930,5125,4787,7237,6906,1781,37,41
Qualification 8  ,Fri 3/8 - 10:03 AM,2725,5847,5350,2709,1797,4241,25,24
Qualification 9  ,Fri 3/8 - 10:12 AM,2358,6823,2136,48,6651,3734,17,40
Qualification 10  ,Fri 3/8 - 10:21 AM,3067,7608,5148,2062,4292,5822,15,39
Qualification 11  ,Fri 3/8 - 10:30 AM,111,6968,4787,16,2022,1675,41,63
Qualification 12  ,Fri 3/8 - 10:39 AM,4702,7738,2830,6906,2725,2016,52,24
Qualification 13  ,Fri 3/8 - 10:48 AM,2709,2358,7609,101,930,6823,16,42
Qualification 14  ,Fri 3/8 - 10:56 AM,2136,5934,3695,1736,7237,2151,45,25
Qualification 15  ,Fri 3/8 - 11:04 AM,3110,1781,2252,1797,2338,3488,35,65
Qualification 16  ,Fri 3/8 - 11:12 AM,48,4156,4241,4296,1884,3061,48,34
Qualification 17  ,Fri 3/8 - 11:20 AM,2039,6651,5125,4096,7560,5350,31,23
Qualification 18  ,Fri 3/8 - 11:28 AM,5847,2451,16,4645,1739,7237,62,15
Qualification 19  ,Fri 3/8 - 11:36 AM,3734,3067,1797,7609,5148,5934,18,31
Qualification 20  ,Fri 3/8 - 11:44 AM,5822,2725,4241,2338,4156,930,20,55
Qualification 21  ,Fri 3/8 - 11:52 AM,6968,2016,2709,7608,2151,6823,12,14
Qualification 22,Fri 3/8 - 1:00 PM,1736,7560,1739,4292,5350,48,43,58
Qualification 23,Fri 3/8 - 1:09 PM,2062,1781,2022,2451,4096,6651,35,45
Qualification 24,Fri 3/8 - 1:18 PM,111,4296,3488,4787,2136,2039,49,27
Qualification 25,Fri 3/8 - 1:27 PM,101,3061,5847,2252,2830,6906,53,40
Qualification 26,Fri 3/8 - 1:36 PM,1675,4645,4702,3695,3110,7738,15,71
Qualification 27,Fri 3/8 - 1:44 PM,1736,1884,2358,2016,5125,7560,25,23
Qualification 28,Fri 3/8 - 1:52 PM,4156,2725,6651,3488,7237,3067,42,39
Qualification 29,Fri 3/8 - 2:00 PM,3734,5350,2151,6906,2062,101,18,36
Qualification 30,Fri 3/8 - 2:08 PM,5847,7738,6823,2338,111,4096,54,58
Qualification 31,Fri 3/8 - 2:16 PM,2709,48,4702,5934,2039,2252,20,49
Qualification 32,Fri 3/8 - 2:24 PM,1884,930,2830,1797,1675,6968,61,49
Qualification 33,Fri 3/8 - 2:32 PM,7609,1739,3695,5148,4241,4787,85,54
Qualification 34,Fri 3/8 - 2:40 PM,5125,4645,2022,3061,2136,4292,37,39
Qualification 35,Fri 3/8 - 2:48 PM,2451,2358,7608,4296,16,3110,37,18
Qualification 36,Fri 3/8 - 2:56 PM,1781,2039,3734,5822,7237,5847,30,61
Qualification 37,Fri 3/8 - 3:04 PM,3488,5350,930,1884,3695,111,52,54
Qualification 38,Fri 3/8 - 3:12 PM,2016,5934,2338,7609,7560,4156,66,24
Qualification 39,Fri 3/8 - 3:20 PM,2252,6651,2136,4787,7608,1739,27,23
Qualification 40,Fri 3/8 - 3:28 PM,4096,4702,5148,2358,4241,101,37,28
Qualification 41,Fri 3/8 - 3:36 PM,3110,5822,2451,48,6968,6906,42,68
Qualification 42,Fri 3/8 - 3:44 PM,16,1736,1781,7738,3061,2725,56,43
Qualification 43,Fri 3/8 - 3:52 PM,1797,5125,4292,6823,2709,2062,32,42
Qualification 44,Fri 3/8 - 4:00 PM,2022,4296,3067,2151,2830,1675,26,31
Qualification 45,Fri 3/8 - 4:08 PM,4645,48,5847,5148,3488,2016,63,48
Qualification 46,Fri 3/8 - 4:16 PM,3110,4096,930,3061,4787,5934,42,56
Qualification 47,Fri 3/8 - 4:24 PM,2725,6823,2451,7608,3695,2039,29,57
Qualification 48,Fri 3/8 - 4:32 PM,2062,1675,4156,101,4702,2136,40,31
Qualification 49,Fri 3/8 - 4:40 PM,2022,7738,7237,5350,2252,7609,51,37
Qualification 50,Fri 3/8 - 4:48 PM,7560,4296,2151,1781,1797,4645,21,39
Qualification 51,Fri 3/8 - 4:56 PM,2338,1736,5822,2830,2709,6651,68,37
Qualification 52,Fri 3/8 - 5:04 PM,6906,1739,2358,4292,6968,1884,33,29
Qualification 53,Fri 3/8 - 5:12 PM,111,16,3067,4241,3734,5125,65,41
Qualification 54,Fri 3/8 - 5:20 PM,3061,1675,48,7609,5847,7608,65,42
Qualification 55,Fri 3/8 - 5:28 PM,6651,2016,2062,930,2252,4296,43,77
Qualification 56,Fri 3/8 - 5:36 PM,4292,5148,2725,2151,4787,3110,19,3
Qualification 57,Sat 3/9 - 9:00 AM,2136,6906,1884,4096,16,2709,15,42
Qualification 58,Sat 3/9 - 9:09 AM,4156,101,1797,2451,111,1736,99,59
Qualification 59,Sat 3/9 - 9:18 AM,7237,3695,7560,3067,7738,6968,52,27
Qualification 60,Sat 3/9 - 9:27 AM,3734,3488,2830,1739,4702,5125,60,35
Qualification 61,Sat 3/9 - 9:36 AM,2039,2022,4241,4645,2338,2358,35,41
Qualification 62,Sat 3/9 - 9:44 AM,6823,5934,16,5822,5350,1781,77,48
Qualification 63,Sat 3/9 - 9:52 AM,7237,4096,4292,4296,2016,1675,43,35
Qualification 64,Sat 3/9 - 10:00 AM,7609,2151,7738,5125,3488,2451,29,44
Qualification 65,Sat 3/9 - 10:08 AM,2725,7608,1797,1739,101,2022,43,58
Qualification 66,Sat 3/9 - 10:16 AM,3695,3067,48,1781,111,2709,66,49
Qualification 67,Sat 3/9 - 10:24 AM,4241,3110,6906,6651,6823,1736,27,46
Qualification 68,Sat 3/9 - 10:32 AM,4702,930,5822,5847,2136,7560,65,14
Qualification 69,Sat 3/9 - 10:40 AM,4787,4156,4645,2358,2830,5350,39,42
Qualification 70,Sat 3/9 - 10:48 AM,5148,2062,3061,6968,2039,2338,56,34
Qualification 71,Sat 3/9 - 10:56 AM,1884,2252,2451,5934,3734,2725,40,46
Qualification 72,Sat 3/9 - 11:04 AM,2151,2022,4096,930,48,1736,30,72
Qualification 73,Sat 3/9 - 11:12 AM,4241,4292,7608,3488,1781,7738,28,71
Qualification 74,Sat 3/9 - 11:20 AM,16,1797,3061,6651,3695,4702,82,47
Qualification 75,Sat 3/9 - 11:28 AM,5350,6906,4645,3067,2338,7609,15,53
Qualification 76,Sat 3/9 - 11:36 AM,1675,2709,2039,1739,3734,4156,41,41
Qualification 77,Sat 3/9 - 11:44 AM,2830,4787,7237,6823,5148,1884,44,69
Qualification 78,Sat 3/9 - 11:52 AM,5125,101,6968,5934,5847,4296,35,59
Qualification 79,Sat 3/9 - 12:00 PM,2252,111,2062,7560,2358,3110,56,33
Qualification 80,Sat 3/9 - 12:08 PM,2016,7609,4241,2136,5822,1797,32,48
1 Qualification 1   Fri 3/8 - 9:00 AM 7560 3061 3488 1675 2451 5148 37 26
2 Qualification 2   Fri 3/8 - 9:09 AM 7608 1884 2338 4702 2151 111 23 33
3 Qualification 3   Fri 3/8 - 9:18 AM 2830 7609 101 2039 4292 16 45 35
4 Qualification 4   Fri 3/8 - 9:27 AM 6968 1736 4096 4645 3067 2252 40 20
5 Qualification 5   Fri 3/8 - 9:36 AM 4156 2016 3695 2022 3110 3734 46 29
6 Qualification 6   Fri 3/8 - 9:45 AM 5934 5822 1739 7738 2062 4296 38 33
7 Qualification 7   Fri 3/8 - 9:54 AM 930 5125 4787 7237 6906 1781 37 41
8 Qualification 8   Fri 3/8 - 10:03 AM 2725 5847 5350 2709 1797 4241 25 24
9 Qualification 9   Fri 3/8 - 10:12 AM 2358 6823 2136 48 6651 3734 17 40
10 Qualification 10   Fri 3/8 - 10:21 AM 3067 7608 5148 2062 4292 5822 15 39
11 Qualification 11   Fri 3/8 - 10:30 AM 111 6968 4787 16 2022 1675 41 63
12 Qualification 12   Fri 3/8 - 10:39 AM 4702 7738 2830 6906 2725 2016 52 24
13 Qualification 13   Fri 3/8 - 10:48 AM 2709 2358 7609 101 930 6823 16 42
14 Qualification 14   Fri 3/8 - 10:56 AM 2136 5934 3695 1736 7237 2151 45 25
15 Qualification 15   Fri 3/8 - 11:04 AM 3110 1781 2252 1797 2338 3488 35 65
16 Qualification 16   Fri 3/8 - 11:12 AM 48 4156 4241 4296 1884 3061 48 34
17 Qualification 17   Fri 3/8 - 11:20 AM 2039 6651 5125 4096 7560 5350 31 23
18 Qualification 18   Fri 3/8 - 11:28 AM 5847 2451 16 4645 1739 7237 62 15
19 Qualification 19   Fri 3/8 - 11:36 AM 3734 3067 1797 7609 5148 5934 18 31
20 Qualification 20   Fri 3/8 - 11:44 AM 5822 2725 4241 2338 4156 930 20 55
21 Qualification 21   Fri 3/8 - 11:52 AM 6968 2016 2709 7608 2151 6823 12 14
22 Qualification 22 Fri 3/8 - 1:00 PM 1736 7560 1739 4292 5350 48 43 58
23 Qualification 23 Fri 3/8 - 1:09 PM 2062 1781 2022 2451 4096 6651 35 45
24 Qualification 24 Fri 3/8 - 1:18 PM 111 4296 3488 4787 2136 2039 49 27
25 Qualification 25 Fri 3/8 - 1:27 PM 101 3061 5847 2252 2830 6906 53 40
26 Qualification 26 Fri 3/8 - 1:36 PM 1675 4645 4702 3695 3110 7738 15 71
27 Qualification 27 Fri 3/8 - 1:44 PM 1736 1884 2358 2016 5125 7560 25 23
28 Qualification 28 Fri 3/8 - 1:52 PM 4156 2725 6651 3488 7237 3067 42 39
29 Qualification 29 Fri 3/8 - 2:00 PM 3734 5350 2151 6906 2062 101 18 36
30 Qualification 30 Fri 3/8 - 2:08 PM 5847 7738 6823 2338 111 4096 54 58
31 Qualification 31 Fri 3/8 - 2:16 PM 2709 48 4702 5934 2039 2252 20 49
32 Qualification 32 Fri 3/8 - 2:24 PM 1884 930 2830 1797 1675 6968 61 49
33 Qualification 33 Fri 3/8 - 2:32 PM 7609 1739 3695 5148 4241 4787 85 54
34 Qualification 34 Fri 3/8 - 2:40 PM 5125 4645 2022 3061 2136 4292 37 39
35 Qualification 35 Fri 3/8 - 2:48 PM 2451 2358 7608 4296 16 3110 37 18
36 Qualification 36 Fri 3/8 - 2:56 PM 1781 2039 3734 5822 7237 5847 30 61
37 Qualification 37 Fri 3/8 - 3:04 PM 3488 5350 930 1884 3695 111 52 54
38 Qualification 38 Fri 3/8 - 3:12 PM 2016 5934 2338 7609 7560 4156 66 24
39 Qualification 39 Fri 3/8 - 3:20 PM 2252 6651 2136 4787 7608 1739 27 23
40 Qualification 40 Fri 3/8 - 3:28 PM 4096 4702 5148 2358 4241 101 37 28
41 Qualification 41 Fri 3/8 - 3:36 PM 3110 5822 2451 48 6968 6906 42 68
42 Qualification 42 Fri 3/8 - 3:44 PM 16 1736 1781 7738 3061 2725 56 43
43 Qualification 43 Fri 3/8 - 3:52 PM 1797 5125 4292 6823 2709 2062 32 42
44 Qualification 44 Fri 3/8 - 4:00 PM 2022 4296 3067 2151 2830 1675 26 31
45 Qualification 45 Fri 3/8 - 4:08 PM 4645 48 5847 5148 3488 2016 63 48
46 Qualification 46 Fri 3/8 - 4:16 PM 3110 4096 930 3061 4787 5934 42 56
47 Qualification 47 Fri 3/8 - 4:24 PM 2725 6823 2451 7608 3695 2039 29 57
48 Qualification 48 Fri 3/8 - 4:32 PM 2062 1675 4156 101 4702 2136 40 31
49 Qualification 49 Fri 3/8 - 4:40 PM 2022 7738 7237 5350 2252 7609 51 37
50 Qualification 50 Fri 3/8 - 4:48 PM 7560 4296 2151 1781 1797 4645 21 39
51 Qualification 51 Fri 3/8 - 4:56 PM 2338 1736 5822 2830 2709 6651 68 37
52 Qualification 52 Fri 3/8 - 5:04 PM 6906 1739 2358 4292 6968 1884 33 29
53 Qualification 53 Fri 3/8 - 5:12 PM 111 16 3067 4241 3734 5125 65 41
54 Qualification 54 Fri 3/8 - 5:20 PM 3061 1675 48 7609 5847 7608 65 42
55 Qualification 55 Fri 3/8 - 5:28 PM 6651 2016 2062 930 2252 4296 43 77
56 Qualification 56 Fri 3/8 - 5:36 PM 4292 5148 2725 2151 4787 3110 19 3
57 Qualification 57 Sat 3/9 - 9:00 AM 2136 6906 1884 4096 16 2709 15 42
58 Qualification 58 Sat 3/9 - 9:09 AM 4156 101 1797 2451 111 1736 99 59
59 Qualification 59 Sat 3/9 - 9:18 AM 7237 3695 7560 3067 7738 6968 52 27
60 Qualification 60 Sat 3/9 - 9:27 AM 3734 3488 2830 1739 4702 5125 60 35
61 Qualification 61 Sat 3/9 - 9:36 AM 2039 2022 4241 4645 2338 2358 35 41
62 Qualification 62 Sat 3/9 - 9:44 AM 6823 5934 16 5822 5350 1781 77 48
63 Qualification 63 Sat 3/9 - 9:52 AM 7237 4096 4292 4296 2016 1675 43 35
64 Qualification 64 Sat 3/9 - 10:00 AM 7609 2151 7738 5125 3488 2451 29 44
65 Qualification 65 Sat 3/9 - 10:08 AM 2725 7608 1797 1739 101 2022 43 58
66 Qualification 66 Sat 3/9 - 10:16 AM 3695 3067 48 1781 111 2709 66 49
67 Qualification 67 Sat 3/9 - 10:24 AM 4241 3110 6906 6651 6823 1736 27 46
68 Qualification 68 Sat 3/9 - 10:32 AM 4702 930 5822 5847 2136 7560 65 14
69 Qualification 69 Sat 3/9 - 10:40 AM 4787 4156 4645 2358 2830 5350 39 42
70 Qualification 70 Sat 3/9 - 10:48 AM 5148 2062 3061 6968 2039 2338 56 34
71 Qualification 71 Sat 3/9 - 10:56 AM 1884 2252 2451 5934 3734 2725 40 46
72 Qualification 72 Sat 3/9 - 11:04 AM 2151 2022 4096 930 48 1736 30 72
73 Qualification 73 Sat 3/9 - 11:12 AM 4241 4292 7608 3488 1781 7738 28 71
74 Qualification 74 Sat 3/9 - 11:20 AM 16 1797 3061 6651 3695 4702 82 47
75 Qualification 75 Sat 3/9 - 11:28 AM 5350 6906 4645 3067 2338 7609 15 53
76 Qualification 76 Sat 3/9 - 11:36 AM 1675 2709 2039 1739 3734 4156 41 41
77 Qualification 77 Sat 3/9 - 11:44 AM 2830 4787 7237 6823 5148 1884 44 69
78 Qualification 78 Sat 3/9 - 11:52 AM 5125 101 6968 5934 5847 4296 35 59
79 Qualification 79 Sat 3/9 - 12:00 PM 2252 111 2062 7560 2358 3110 56 33
80 Qualification 80 Sat 3/9 - 12:08 PM 2016 7609 4241 2136 5822 1797 32 48

2
data analysis/dep/2019/matches/team-1.csv Normal file
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@@ -0,0 +1,2 @@
sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,speed,teamDBRef,sandstormCross,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,teleOpRocketHatchFailure,teleOpRocketCargoFailure,sandstormCargoShipHatchSuccess,sandstormCargoShipCargoSuccess,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,HABClimb,match,teleOpCargoShipCargoSuccess
0,0,0,0,0,slow,team-1,L1,0,0,0,0,0,0,0,0,0,0,L1,match-5148,2
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess teleOpCargoShipHatchFailure sandstormRocketCargoSuccess speed teamDBRef sandstormCross teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure teleOpRocketHatchFailure teleOpRocketCargoFailure sandstormCargoShipHatchSuccess sandstormCargoShipCargoSuccess teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure HABClimb match teleOpCargoShipCargoSuccess
2 0 0 0 0 0 slow team-1 L1 0 0 0 0 0 0 0 0 0 0 L1 match-5148 2

4
data analysis/dep/2019/matches/team-101.csv Normal file
View File

@@ -0,0 +1,4 @@
gmkR7hN4D1fQguey5X5V48d3PhO2,sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,9fv7QhcLPsfU59sRrPq7LcJlD8J3,fillChoice,sandstormCargoShipCargoSuccess,strongMedium,functional,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
,0,0,0,,1,0,,slow,,team-101,L2,,1,2,0,,0,0,,0,,"{'notes': 'not good with balls, was able to reach high with hatch', 'contribution': '', 'fillChoice': 'Cargo', 'strategy': 'place hatches, shoe off long arm. not defensive', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-101', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'High', 'size': '', 'match': 'match-13', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,0,,,0,0,0,,,None,match-13,,,0
,,,,Neither,,,Medium,Medium,"Cargo, but couldn't pick up",team-101,L1,L1,,,,High,,,Mid,,Hab I,,Cargo,,Hatch,Yes,,,,Low Rocket,Weak,,match-25,N/A,L1,
"{'notes': '', 'contribution': 'Great', 'fillChoice': '', 'strategy': 'quick bottom hatches but still slow', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-101', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-29', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Both', 'endingHab': 'None', 'functional': 'No', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1 gmkR7hN4D1fQguey5X5V48d3PhO2 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure sandstormRocketCargoSuccess size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch 9fv7QhcLPsfU59sRrPq7LcJlD8J3 fillChoice sandstormCargoShipCargoSuccess strongMedium functional teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 1 0 slow team-101 L2 1 2 0 0 0 0 {'notes': 'not good with balls, was able to reach high with hatch', 'contribution': '', 'fillChoice': 'Cargo', 'strategy': 'place hatches, shoe off long arm. not defensive', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-101', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'High', 'size': '', 'match': 'match-13', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'} 0 0 0 0 None match-13 0
3 Neither Medium Medium Cargo, but couldn't pick up team-101 L1 L1 High Mid Hab I Cargo Hatch Yes Low Rocket Weak match-25 N/A L1
4 {'notes': '', 'contribution': 'Great', 'fillChoice': '', 'strategy': 'quick bottom hatches but still slow', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-101', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-29', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Both', 'endingHab': 'None', 'functional': 'No', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': 'Hab I'}

6
data analysis/dep/2019/matches/team-111.csv Normal file
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@@ -0,0 +1,6 @@
gmkR7hN4D1fQguey5X5V48d3PhO2,sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,size,nTG6cThsi9TB9mTkcwuo5bKEo9B3,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,fillChoice,functional,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
,0,5,1,,0,0,,,Medium,,team-111,L1,,0,4,0,,1,1,,0,,,,0,,0,0,0,,,None,match-11,,,0
"{'contribution': 'Great', 'notes': '', 'cargoSuccess': '', 'fillChoice': 'Cargo', 'cargoSuccessTeleop': 'High', 'strongMedium': 'Hatch', 'teamDBRef': 'team-111', 'speed': 'Fast', 'hiRocketSuccessTeleop': 'High', 'lowRocketSuccess': '', 'size': 'Medium', 'match': 'match-2', 'fillChoiceTeleop': '', 'strongMediumTeleop': 'Hatch', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': '', 'hiRocketSuccess': 'High'}",0,0,0,,0,0,,,Fast,,team-111,L1,,0,1,0,,1,1,,1,,,,0,,0,0,0,,,L1,match-2,,,0
,,,,Ball,,,Large,,Fast,Top-down rocket fill,team-111,L1,L1,,,,N/A,,,N/A,,Hab I,High Rocket,Yes,,Hatch,,,,High Rocket,Strong,,match-24,High,L2,
,,,,,,,,"{'contribution': 'Equal', 'notes': '', 'fillChoice': 'High Rocket', 'strategy': 'rocket. i lost track of the robot', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Hatch', 'teamDBRef': 'team-111', 'speed': 'Fast', 'hiRocketSuccessTeleop': 'High', 'size': 'Large', 'match': 'match-30', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': 'N/A'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,"{'notes': '', 'contribution': 'Great', 'fillChoice': 'High Rocket', 'strategy': 'hatch and ball in rocket', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-111', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'High', 'size': 'Medium', 'match': 'match-37', 'fillChoiceTeleop': '', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'High', 'startingHatch': 'Hab II'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,
1 gmkR7hN4D1fQguey5X5V48d3PhO2 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure sandstormRocketCargoSuccess size nTG6cThsi9TB9mTkcwuo5bKEo9B3 speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch fillChoice functional sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 5 1 0 0 Medium team-111 L1 0 4 0 1 1 0 0 0 0 0 None match-11 0
3 {'contribution': 'Great', 'notes': '', 'cargoSuccess': '', 'fillChoice': 'Cargo', 'cargoSuccessTeleop': 'High', 'strongMedium': 'Hatch', 'teamDBRef': 'team-111', 'speed': 'Fast', 'hiRocketSuccessTeleop': 'High', 'lowRocketSuccess': '', 'size': 'Medium', 'match': 'match-2', 'fillChoiceTeleop': '', 'strongMediumTeleop': 'Hatch', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': '', 'hiRocketSuccess': 'High'} 0 0 0 0 0 Fast team-111 L1 0 1 0 1 1 1 0 0 0 0 L1 match-2 0
4 Ball Large Fast Top-down rocket fill team-111 L1 L1 N/A N/A Hab I High Rocket Yes Hatch High Rocket Strong match-24 High L2
5 {'contribution': 'Equal', 'notes': '', 'fillChoice': 'High Rocket', 'strategy': 'rocket. i lost track of the robot', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Hatch', 'teamDBRef': 'team-111', 'speed': 'Fast', 'hiRocketSuccessTeleop': 'High', 'size': 'Large', 'match': 'match-30', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': 'N/A'}
6 {'notes': '', 'contribution': 'Great', 'fillChoice': 'High Rocket', 'strategy': 'hatch and ball in rocket', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-111', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'High', 'size': 'Medium', 'match': 'match-37', 'fillChoiceTeleop': '', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'High', 'startingHatch': 'Hab II'}

6
data analysis/dep/2019/matches/team-16.csv Normal file
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gmkR7hN4D1fQguey5X5V48d3PhO2,sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,jouGPhPF0qME5wNIbd86MzYFsGw2,sandstormRocketCargoSuccess,nTG6cThsi9TB9mTkcwuo5bKEo9B3,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,fillChoice,functional,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
,0,0,0,,1,"{'notes': 'working with us didn’t see most of the match', 'contribution': 'Idk', 'fillChoice': 'Cargo', 'strategy': '', 'cargoSuccessTeleop': '', 'strongMedium': 'Ball', 'teamDBRef': 'team-16', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': 'Jumbo', 'match': 'match-11', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': 'Sorta', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': ''}",0,,,slow,,team-16,L2,,0,1,0,,0,0,,0,,,,0,,0,0,1,,,L3,match-11,,,4
,0,0,0,,0,,0,,,Ludicrous,,team-16,L1,,0,0,0,,0,0,,0,,,,0,,0,0,1,,,L3,match-18,,,4
"{'contribution': 'Great', 'notes': 'almost ended on hab 3', 'cargoSuccess': 'High', 'fillChoice': 'Cargo', 'cargoSuccessTeleop': 'High', 'strongMedium': 'Hatch', 'teamDBRef': 'team-16', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': '', 'size': 'Large', 'match': 'match-3', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Both', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': '', 'hiRocketSuccess': ''}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,"{'notes': 'tipped over', 'contribution': 'Weak', 'fillChoice': 'Cargo', 'strategy': 'did not stay up long enough to determine ', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-16', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': 'Large', 'match': 'match-35', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,Both,,,,,Large,Ludicrous,,team-16,L1,L1,,,,Mid,,,High,,Hab I,Cargo,No,,Neither,,,,Cargo,Strong,,match-41,N/A,L3,
1 gmkR7hN4D1fQguey5X5V48d3PhO2 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure jouGPhPF0qME5wNIbd86MzYFsGw2 sandstormRocketCargoSuccess nTG6cThsi9TB9mTkcwuo5bKEo9B3 size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch fillChoice functional sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 1 {'notes': 'working with us didn’t see most of the match', 'contribution': 'Idk', 'fillChoice': 'Cargo', 'strategy': '', 'cargoSuccessTeleop': '', 'strongMedium': 'Ball', 'teamDBRef': 'team-16', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': 'Jumbo', 'match': 'match-11', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': 'Sorta', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': ''} 0 slow team-16 L2 0 1 0 0 0 0 0 0 0 1 L3 match-11 4
3 0 0 0 0 0 Ludicrous team-16 L1 0 0 0 0 0 0 0 0 0 1 L3 match-18 4
4 {'contribution': 'Great', 'notes': 'almost ended on hab 3', 'cargoSuccess': 'High', 'fillChoice': 'Cargo', 'cargoSuccessTeleop': 'High', 'strongMedium': 'Hatch', 'teamDBRef': 'team-16', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': '', 'size': 'Large', 'match': 'match-3', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Both', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': '', 'hiRocketSuccess': ''}
5 {'notes': 'tipped over', 'contribution': 'Weak', 'fillChoice': 'Cargo', 'strategy': 'did not stay up long enough to determine ', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-16', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': 'Large', 'match': 'match-35', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}
6 Both Large Ludicrous team-16 L1 L1 Mid High Hab I Cargo No Neither Cargo Strong match-41 N/A L3

4
data analysis/dep/2019/matches/team-1675.csv Normal file
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gmkR7hN4D1fQguey5X5V48d3PhO2,strongMediumTeleop,jouGPhPF0qME5wNIbd86MzYFsGw2,size,nTG6cThsi9TB9mTkcwuo5bKEo9B3,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,lowRocketSuccessTeleop,cargoSuccessTeleop,functional,fillChoice,strongMedium,fillChoiceTeleop,contrubution,hiRocketSuccessTeleop,match,endingHab,startingHatch
"{'contribution': 'Weak', 'notes': 'team ups, robot malfunction VOID THIS INFO', 'fillChoice': '', 'cargoSuccess': '', 'cargoSuccessTeleop': '', 'strongMedium': '', 'teamDBRef': 'team-1675', 'hiRocketSuccessTeleop': '', 'speed': 'Slow', 'lowRocketSuccess': '', 'match': 'match-1', 'size': 'Medium', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II', 'hiRocketSuccess': ''}",,"{'notes': '', 'contribution': 'Weak', 'cargoSuccess': '', 'fillChoice': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-1675', 'speed': '', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': '', 'match': 'match-1', 'size': 'Large', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II', 'hiRocketSuccess': ''}",,,,,,,,,,,,,,,,,,
,Hatch,,IDK,,slow,Hatch panels for rocket,team-1675,None,None,High,N/A,Yes,None,Neither,Low Rocket,Weak,N/A,match-26,L1,IDK
,,,,"{'notes': '', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': 'pinning opponent and placing hatches on rocket', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-1675', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'High', 'size': 'Large', 'match': 'match-54', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'High', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,
1 gmkR7hN4D1fQguey5X5V48d3PhO2 strongMediumTeleop jouGPhPF0qME5wNIbd86MzYFsGw2 size nTG6cThsi9TB9mTkcwuo5bKEo9B3 speed strategy teamDBRef sandstormCross sandstormCrossBonus lowRocketSuccessTeleop cargoSuccessTeleop functional fillChoice strongMedium fillChoiceTeleop contrubution hiRocketSuccessTeleop match endingHab startingHatch
2 {'contribution': 'Weak', 'notes': 'team ups, robot malfunction VOID THIS INFO', 'fillChoice': '', 'cargoSuccess': '', 'cargoSuccessTeleop': '', 'strongMedium': '', 'teamDBRef': 'team-1675', 'hiRocketSuccessTeleop': '', 'speed': 'Slow', 'lowRocketSuccess': '', 'match': 'match-1', 'size': 'Medium', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II', 'hiRocketSuccess': ''} {'notes': '', 'contribution': 'Weak', 'cargoSuccess': '', 'fillChoice': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-1675', 'speed': '', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': '', 'match': 'match-1', 'size': 'Large', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II', 'hiRocketSuccess': ''}
3 Hatch IDK slow Hatch panels for rocket team-1675 None None High N/A Yes None Neither Low Rocket Weak N/A match-26 L1 IDK
4 {'notes': '', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': 'pinning opponent and placing hatches on rocket', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-1675', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'High', 'size': 'Large', 'match': 'match-54', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'High', 'startingHatch': 'Hab I'}

2
data analysis/dep/2019/matches/team-1702.csv Normal file
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sandstormCrossBonus,strongMediumTeleop,fillChoiceTeleop,cargoSuccessTeleop,contrubution,functional,lowRocketSuccessTeleop,startingHatch,size,hiRocketSuccessTeleop,speed,strategy,match,fillChoice,endingHab,teamDBRef,strongMedium,sandstormCross
L1,Neither,Cargo,Low,Weak,No,N/A,Hab I,Small,N/A,slow,,match-31,None,L1,team-1702,Neither,L1
1 sandstormCrossBonus strongMediumTeleop fillChoiceTeleop cargoSuccessTeleop contrubution functional lowRocketSuccessTeleop startingHatch size hiRocketSuccessTeleop speed strategy match fillChoice endingHab teamDBRef strongMedium sandstormCross
2 L1 Neither Cargo Low Weak No N/A Hab I Small N/A slow match-31 None L1 team-1702 Neither L1

3
data analysis/dep/2019/matches/team-1736.csv Normal file
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@@ -0,0 +1,3 @@
sandstormCrossBonus,9fv7QhcLPsfU59sRrPq7LcJlD8J3,strongMediumTeleop,fillChoiceTeleop,cargoSuccessTeleop,contrubution,functional,lowRocketSuccessTeleop,startingHatch,size,hiRocketSuccessTeleop,speed,strategy,match,fillChoice,endingHab,teamDBRef,strongMedium,sandstormCross
,"{'contribution': '', 'notes': '', 'fillChoice': 'High Rocket', 'strategy': 'place high hatches. except- it’s very inaccurate. has the reach, though ', 'cargoSuccessTeleop': '', 'strongMedium': 'Hatch', 'teamDBRef': 'team-1736', 'hiRocketSuccessTeleop': 'Low', 'speed': '', 'match': 'match-14', 'size': '', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': '', 'endingHab': '', 'functional': 'Yes', 'startingHatch': 'Hab II', 'lowRocketSuccessTeleop': ''}",,,,,,,,,,,,,,,,,
L2,,Ball,Cargo,Low,Equal,No,N/A,Hab II,Medium,N/A,Medium,"Hatches, then balls",match-27,Cargo,None,team-1736,Neither,L2
1 sandstormCrossBonus 9fv7QhcLPsfU59sRrPq7LcJlD8J3 strongMediumTeleop fillChoiceTeleop cargoSuccessTeleop contrubution functional lowRocketSuccessTeleop startingHatch size hiRocketSuccessTeleop speed strategy match fillChoice endingHab teamDBRef strongMedium sandstormCross
2 {'contribution': '', 'notes': '', 'fillChoice': 'High Rocket', 'strategy': 'place high hatches. except- it’s very inaccurate. has the reach, though ', 'cargoSuccessTeleop': '', 'strongMedium': 'Hatch', 'teamDBRef': 'team-1736', 'hiRocketSuccessTeleop': 'Low', 'speed': '', 'match': 'match-14', 'size': '', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': '', 'endingHab': '', 'functional': 'Yes', 'startingHatch': 'Hab II', 'lowRocketSuccessTeleop': ''}
3 L2 Ball Cargo Low Equal No N/A Hab II Medium N/A Medium Hatches, then balls match-27 Cargo None team-1736 Neither L2

6
data analysis/dep/2019/matches/team-1739.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,strongMediumTeleop,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,nTG6cThsi9TB9mTkcwuo5bKEo9B3,size,sandstormRocketCargoSuccess,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,teleOpCargoShipCargoSuccess,functional,fillChoice,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,hiRocketSuccessTeleop,match,endingHab,startingHatch
,,,,,"{'notes': 'don’t know how accurate storm is', 'contribution': '', 'fillChoice': '', 'strategy': 'i got confused. i didnt really see what the robot did', 'cargoSuccessTeleop': 'N/A', 'strongMedium': 'Ball', 'teamDBRef': 'team-1739', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': 'Large', 'match': 'match-18', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'Yes', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': ''}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,Ball,,,,Medium,,Medium,,team-1739,L1,L1,,,,Low,,,High,,,Sorta,Cargo,,Hatch,,,,Cargo,Equal,,Low,match-22,L2,Hab I
,,Neither,,,,Jumbo,,Medium,,team-1739,L1,L1,,,,N/A,,,Low,,,No,None,,Neither,,,,Cargo,Weak,,N/A,match-33,None,Hab I
,,Neither,,,,Small,,Medium,,team-1739,L1,L1,,,,N/A,,,Low,,,No,None,,Neither,,,,Cargo,Weak,,N/A,match-52,L1,Hab I
0,0,,0,0,,,0,slow,,team-1739,L1,,0,0,0,,0,0,,0,0,,,0,,0,0,0,,,L1,,match-6,,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess strongMediumTeleop sandstormRocketHatchSuccess teleOpCargoShipHatchFailure nTG6cThsi9TB9mTkcwuo5bKEo9B3 size sandstormRocketCargoSuccess speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess teleOpCargoShipCargoSuccess functional fillChoice sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb hiRocketSuccessTeleop match endingHab startingHatch
2 {'notes': 'don’t know how accurate storm is', 'contribution': '', 'fillChoice': '', 'strategy': 'i got confused. i didnt really see what the robot did', 'cargoSuccessTeleop': 'N/A', 'strongMedium': 'Ball', 'teamDBRef': 'team-1739', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': 'Large', 'match': 'match-18', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'Yes', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': ''}
3 Ball Medium Medium team-1739 L1 L1 Low High Sorta Cargo Hatch Cargo Equal Low match-22 L2 Hab I
4 Neither Jumbo Medium team-1739 L1 L1 N/A Low No None Neither Cargo Weak N/A match-33 None Hab I
5 Neither Small Medium team-1739 L1 L1 N/A Low No None Neither Cargo Weak N/A match-52 L1 Hab I
6 0 0 0 0 0 slow team-1739 L1 0 0 0 0 0 0 0 0 0 0 0 L1 match-6

4
data analysis/dep/2019/matches/team-1781.csv Normal file
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sandstormCrossBonus,9fv7QhcLPsfU59sRrPq7LcJlD8J3,gmkR7hN4D1fQguey5X5V48d3PhO2,strongMediumTeleop,fillChoiceTeleop,cargoSuccessTeleop,contrubution,functional,lowRocketSuccessTeleop,startingHatch,size,speed,hiRocketSuccessTeleop,strategy,match,fillChoice,endingHab,teamDBRef,strongMedium,sandstormCross
,"{'contribution': 'Equal', 'notes': '', 'fillChoice': '', 'strategy': 'place balls in rocket, offensive, close to base', 'cargoSuccessTeleop': '', 'strongMedium': '', 'teamDBRef': 'team-1781', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-15', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 3', 'functional': 'Yes', 'startingHatch': '', 'lowRocketSuccessTeleop': ''}",,,,,,,,,,,,,,,,,,
None,,,Neither,None,N/A,IDK,No,N/A,None,IDK,slow,N/A,FTA Deactivation,match-36,None,None,team-1781,Neither,None
,,"{'contribution': 'Great', 'notes': 'potential for hab 3', 'fillChoice': 'Cargo', 'cargoSuccessTeleop': '', 'strongMedium': 'Ball', 'teamDBRef': 'team-1781', 'hiRocketSuccessTeleop': 'N/A', 'speed': 'Medium', 'match': 'match-7', 'size': 'Large', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 2', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,
1 sandstormCrossBonus 9fv7QhcLPsfU59sRrPq7LcJlD8J3 gmkR7hN4D1fQguey5X5V48d3PhO2 strongMediumTeleop fillChoiceTeleop cargoSuccessTeleop contrubution functional lowRocketSuccessTeleop startingHatch size speed hiRocketSuccessTeleop strategy match fillChoice endingHab teamDBRef strongMedium sandstormCross
2 {'contribution': 'Equal', 'notes': '', 'fillChoice': '', 'strategy': 'place balls in rocket, offensive, close to base', 'cargoSuccessTeleop': '', 'strongMedium': '', 'teamDBRef': 'team-1781', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-15', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 3', 'functional': 'Yes', 'startingHatch': '', 'lowRocketSuccessTeleop': ''}
3 None Neither None N/A IDK No N/A None IDK slow N/A FTA Deactivation match-36 None None team-1781 Neither None
4 {'contribution': 'Great', 'notes': 'potential for hab 3', 'fillChoice': 'Cargo', 'cargoSuccessTeleop': '', 'strongMedium': 'Ball', 'teamDBRef': 'team-1781', 'hiRocketSuccessTeleop': 'N/A', 'speed': 'Medium', 'match': 'match-7', 'size': 'Large', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 2', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}

3
data analysis/dep/2019/matches/team-1797.csv Normal file
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sandstormCrossBonus,9fv7QhcLPsfU59sRrPq7LcJlD8J3,strongMediumTeleop,fillChoiceTeleop,cargoSuccessTeleop,contrubution,functional,lowRocketSuccessTeleop,startingHatch,size,speed,hiRocketSuccessTeleop,strategy,match,fillChoice,endingHab,teamDBRef,strongMedium,sandstormCross
L1,,Ball,Cargo,High,Equal,Yes,N/A,Hab I,Medium,slow,N/A,Cargo only,match-43,None,L1,team-1797,Neither,L1
,"{'contribution': '', 'notes': 'had a reach with the height of their grabber, yet it was extremely inaccurate. with the fast frequency they could make attempts, they were able to land 3', 'fillChoice': '', 'cargoSuccessTeleop': 'Low', 'strongMedium': '', 'teamDBRef': 'team-1797', 'hiRocketSuccessTeleop': '', 'speed': 'Medium', 'match': 'match-8', 'size': 'Jumbo', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'None'}",,,,,,,,,,,,,,,,,
1 sandstormCrossBonus 9fv7QhcLPsfU59sRrPq7LcJlD8J3 strongMediumTeleop fillChoiceTeleop cargoSuccessTeleop contrubution functional lowRocketSuccessTeleop startingHatch size speed hiRocketSuccessTeleop strategy match fillChoice endingHab teamDBRef strongMedium sandstormCross
2 L1 Ball Cargo High Equal Yes N/A Hab I Medium slow N/A Cargo only match-43 None L1 team-1797 Neither L1
3 {'contribution': '', 'notes': 'had a reach with the height of their grabber, yet it was extremely inaccurate. with the fast frequency they could make attempts, they were able to land 3', 'fillChoice': '', 'cargoSuccessTeleop': 'Low', 'strongMedium': '', 'teamDBRef': 'team-1797', 'hiRocketSuccessTeleop': '', 'speed': 'Medium', 'match': 'match-8', 'size': 'Jumbo', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'None'}

5
data analysis/dep/2019/matches/team-1884.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,jouGPhPF0qME5wNIbd86MzYFsGw2,sandstormRocketCargoSuccess,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,klQQqapPjwO3jnpN8Dieequh3OI3,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,fillChoice,functional,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
,,,,,"{'contribution': '', 'notes': 'very unstable ', 'fillChoice': 'Cargo', 'strategy': 'ineffective ', 'cargoSuccessTeleop': 'Low', 'strongMedium': 'Hatch', 'teamDBRef': 'team-1884', 'hiRocketSuccessTeleop': 'N/A', 'speed': 'Fast', 'match': 'match-16', 'size': '', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
0,0,0,,0,,0,,slow,,team-1884,L1,,0,0,0,,0,0,,,0,,,,0,,0,0,1,,,None,match-2,,,0
,,,,,,,,,,,,,,,,,,,"{'notes': '', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-1884', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-27', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'None', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,
,,,Both,,,,Large,Fast,,team-1884,L1,L1,,,,N/A,,,,High,,Hab I,Cargo,Yes,,Ball,,,,Cargo,Equal,,match-32,N/A,None,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure jouGPhPF0qME5wNIbd86MzYFsGw2 sandstormRocketCargoSuccess size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure klQQqapPjwO3jnpN8Dieequh3OI3 cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch fillChoice functional sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 {'contribution': '', 'notes': 'very unstable ', 'fillChoice': 'Cargo', 'strategy': 'ineffective ', 'cargoSuccessTeleop': 'Low', 'strongMedium': 'Hatch', 'teamDBRef': 'team-1884', 'hiRocketSuccessTeleop': 'N/A', 'speed': 'Fast', 'match': 'match-16', 'size': '', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}
3 0 0 0 0 0 slow team-1884 L1 0 0 0 0 0 0 0 0 0 1 None match-2 0
4 {'notes': '', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-1884', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-27', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'None', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}
5 Both Large Fast team-1884 L1 L1 N/A High Hab I Cargo Yes Ball Cargo Equal match-32 N/A None

5
data analysis/dep/2019/matches/team-2016.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,strongMediumTeleop,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,jouGPhPF0qME5wNIbd86MzYFsGw2,size,sandstormRocketCargoSuccess,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,teleOpCargoShipCargoSuccess,functional,fillChoice,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,hiRocketSuccessTeleop,match,endingHab,startingHatch
,,,,,"{'notes': '', 'contribution': 'Equal', 'fillChoice': '', 'strategy': '', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2016', 'speed': 'Fast', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Medium', 'match': 'match-12', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Neither', 'endingHab': 'Hab 2', 'functional': 'Sorta', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,Ball,,,,Large,,Fast,Tried unsuccessfully to fill cargo ship then rammed defensively,team-2016,L2,L2,,,,N/A,,,Low,,,No,None,,Hatch,,,,Cargo,Weak,,N/A,match-27,L2,Hab II
,,Ball,,,,Small,,Medium,Pure cargo,team-2016,L2,L2,,,,N/A,,,High,,,Yes,None,,Neither,,,,Cargo,Weak,,Low,match-38,L1,Hab II
0,0,,0,0,,,0,slow,,team-2016,None,,0,0,0,,0,0,,0,0,,,0,,0,0,0,,,None,,match-5,,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess strongMediumTeleop sandstormRocketHatchSuccess teleOpCargoShipHatchFailure jouGPhPF0qME5wNIbd86MzYFsGw2 size sandstormRocketCargoSuccess speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess teleOpCargoShipCargoSuccess functional fillChoice sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb hiRocketSuccessTeleop match endingHab startingHatch
2 {'notes': '', 'contribution': 'Equal', 'fillChoice': '', 'strategy': '', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2016', 'speed': 'Fast', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Medium', 'match': 'match-12', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Neither', 'endingHab': 'Hab 2', 'functional': 'Sorta', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}
3 Ball Large Fast Tried unsuccessfully to fill cargo ship then rammed defensively team-2016 L2 L2 N/A Low No None Hatch Cargo Weak N/A match-27 L2 Hab II
4 Ball Small Medium Pure cargo team-2016 L2 L2 N/A High Yes None Neither Cargo Weak Low match-38 L1 Hab II
5 0 0 0 0 0 slow team-2016 None 0 0 0 0 0 0 0 0 0 0 0 None match-5

2
data analysis/dep/2019/matches/team-2022.csv Normal file
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jouGPhPF0qME5wNIbd86MzYFsGw2
"{'notes': 'it’s us', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2022', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-5', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}"
1 jouGPhPF0qME5wNIbd86MzYFsGw2
2 {'notes': 'it’s us', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2022', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-5', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}

4
data analysis/dep/2019/matches/team-2039.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,jouGPhPF0qME5wNIbd86MzYFsGw2,speed,teamDBRef,sandstormCross,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,teleOpRocketHatchFailure,teleOpRocketCargoFailure,sandstormCargoShipHatchSuccess,mf0oyBolLjZgC9wALSwSb6IvE0T2,sandstormCargoShipCargoSuccess,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,HABClimb,match,teleOpCargoShipCargoSuccess
0,0,0,0,0,,slow,team-2039,L2,0,0,0,0,0,0,,0,0,0,0,L1,match-17,1
,,,,,"{'notes': '', 'contribution': 'Weak', 'cargoSuccess': 'Low', 'fillChoice': 'Cargo', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2039', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': 'N/A', 'match': 'match-3', 'size': 'Medium', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II', 'hiRocketSuccess': 'N/A'}",,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,"{'notes': 'robot was kind of fast and was good at what it did', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2039', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Large', 'match': 'match-31', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Ball', 'endingHab': 'idk', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': 'idk'}",,,,,,,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess teleOpCargoShipHatchFailure sandstormRocketCargoSuccess jouGPhPF0qME5wNIbd86MzYFsGw2 speed teamDBRef sandstormCross teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure teleOpRocketHatchFailure teleOpRocketCargoFailure sandstormCargoShipHatchSuccess mf0oyBolLjZgC9wALSwSb6IvE0T2 sandstormCargoShipCargoSuccess teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure HABClimb match teleOpCargoShipCargoSuccess
2 0 0 0 0 0 slow team-2039 L2 0 0 0 0 0 0 0 0 0 0 L1 match-17 1
3 {'notes': '', 'contribution': 'Weak', 'cargoSuccess': 'Low', 'fillChoice': 'Cargo', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2039', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': 'N/A', 'match': 'match-3', 'size': 'Medium', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II', 'hiRocketSuccess': 'N/A'}
4 {'notes': 'robot was kind of fast and was good at what it did', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2039', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Large', 'match': 'match-31', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Ball', 'endingHab': 'idk', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': 'idk'}

7
data analysis/dep/2019/matches/team-2062.csv Normal file
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strongMediumTeleop,jouGPhPF0qME5wNIbd86MzYFsGw2,size,nTG6cThsi9TB9mTkcwuo5bKEo9B3,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,lowRocketSuccessTeleop,cargoSuccessTeleop,9fv7QhcLPsfU59sRrPq7LcJlD8J3,functional,fillChoice,strongMedium,fillChoiceTeleop,contrubution,hiRocketSuccessTeleop,match,endingHab,startingHatch
,"{'contribution': 'Equal', 'notes': '', 'fillChoice': '', 'strategy': '', 'strongMedium': 'Neither', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2062', 'hiRocketSuccessTeleop': 'N/A', 'speed': 'Medium', 'match': 'match-10', 'size': 'Small', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Sorta', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,,
Ball,,IDK,,slow,"Hatches, then cargo",team-2062,L1,L1,Mid,Mid,,Yes,None,Hatch,Low Rocket,IDK,N/A,match-23,None,IDK
Hatch,,Medium,,Fast,,team-2062,L1,L1,N/A,High,,No,None,Neither,High Rocket,Weak,High,match-28,L1,Hab I
,,,"{'notes': 'stopped working at twice i think', 'contribution': 'Weak', 'fillChoice': 'Cargo', 'strategy': 'ball in rocket and ship.', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-2062', 'speed': 'Slow', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Large', 'match': 'match-29', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'High', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,
,,,"{'contribution': 'Equal', 'notes': 'dropped hatch during storm', 'fillChoice': '', 'strategy': 'hatch on rocket and ball in cargo ', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-2062', 'hiRocketSuccessTeleop': 'N/A', 'speed': 'Medium', 'match': 'match-43', 'size': 'Large', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'High', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,
,,,,,,,,,,,"{'contribution': 'Great', 'notes': '', 'fillChoice': 'Cargo', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-2062', 'hiRocketSuccessTeleop': '', 'speed': 'Fast', 'match': 'match-6', 'size': 'Idk', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': 'Sorta', 'lowRocketSuccessTeleop': '', 'startingHatch': 'None'}",,,,,,,,,
1 strongMediumTeleop jouGPhPF0qME5wNIbd86MzYFsGw2 size nTG6cThsi9TB9mTkcwuo5bKEo9B3 speed strategy teamDBRef sandstormCross sandstormCrossBonus lowRocketSuccessTeleop cargoSuccessTeleop 9fv7QhcLPsfU59sRrPq7LcJlD8J3 functional fillChoice strongMedium fillChoiceTeleop contrubution hiRocketSuccessTeleop match endingHab startingHatch
2 {'contribution': 'Equal', 'notes': '', 'fillChoice': '', 'strategy': '', 'strongMedium': 'Neither', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2062', 'hiRocketSuccessTeleop': 'N/A', 'speed': 'Medium', 'match': 'match-10', 'size': 'Small', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Sorta', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': 'Hab I'}
3 Ball IDK slow Hatches, then cargo team-2062 L1 L1 Mid Mid Yes None Hatch Low Rocket IDK N/A match-23 None IDK
4 Hatch Medium Fast team-2062 L1 L1 N/A High No None Neither High Rocket Weak High match-28 L1 Hab I
5 {'notes': 'stopped working at twice i think', 'contribution': 'Weak', 'fillChoice': 'Cargo', 'strategy': 'ball in rocket and ship.', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-2062', 'speed': 'Slow', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Large', 'match': 'match-29', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'High', 'startingHatch': 'Hab I'}
6 {'contribution': 'Equal', 'notes': 'dropped hatch during storm', 'fillChoice': '', 'strategy': 'hatch on rocket and ball in cargo ', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-2062', 'hiRocketSuccessTeleop': 'N/A', 'speed': 'Medium', 'match': 'match-43', 'size': 'Large', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'High', 'startingHatch': 'Hab I'}
7 {'contribution': 'Great', 'notes': '', 'fillChoice': 'Cargo', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-2062', 'hiRocketSuccessTeleop': '', 'speed': 'Fast', 'match': 'match-6', 'size': 'Idk', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': 'Sorta', 'lowRocketSuccessTeleop': '', 'startingHatch': 'None'}

3
data analysis/dep/2019/matches/team-2125.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,fillChoice,functional,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
0,0,0,,0,0,,slow,,team-2125,None,,0,0,0,,0,0,,0,,,,0,,0,0,0,,,None,match-20,,,0
,,,Neither,,,IDK,slow,Flawed defense,team-2125,None,None,,,,N/A,,,N/A,,Hab I,None,No,,Neither,,,,None,Weak,,match-27,N/A,None,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure sandstormRocketCargoSuccess size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch fillChoice functional sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 0 0 slow team-2125 None 0 0 0 0 0 0 0 0 0 0 None match-20 0
3 Neither IDK slow Flawed defense team-2125 None None N/A N/A Hab I None No Neither None Weak match-27 N/A None

3
data analysis/dep/2019/matches/team-2136.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,speed,teamDBRef,sandstormCross,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,teleOpRocketHatchFailure,teleOpRocketCargoFailure,sandstormCargoShipHatchSuccess,sandstormCargoShipCargoSuccess,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,HABClimb,match,teleOpCargoShipCargoSuccess
0,0,0,0,0,Medium,team-2136,None,0,0,0,0,0,0,0,0,0,0,None,match-14,0
0,0,0,0,0,slow,team-2136,None,0,0,0,0,0,0,0,0,0,0,None,match-9,0
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess teleOpCargoShipHatchFailure sandstormRocketCargoSuccess speed teamDBRef sandstormCross teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure teleOpRocketHatchFailure teleOpRocketCargoFailure sandstormCargoShipHatchSuccess sandstormCargoShipCargoSuccess teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure HABClimb match teleOpCargoShipCargoSuccess
2 0 0 0 0 0 Medium team-2136 None 0 0 0 0 0 0 0 0 0 0 None match-14 0
3 0 0 0 0 0 slow team-2136 None 0 0 0 0 0 0 0 0 0 0 None match-9 0

5
data analysis/dep/2019/matches/team-2151.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,jouGPhPF0qME5wNIbd86MzYFsGw2,sandstormRocketCargoSuccess,size,nTG6cThsi9TB9mTkcwuo5bKEo9B3,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,e0Q3j2NrXuYvSrgZ5UZQ89UMvXY2,9fv7QhcLPsfU59sRrPq7LcJlD8J3,fillChoice,sandstormCargoShipCargoSuccess,strongMedium,functional,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
0,0,0,,0,"{'contribution': 'Weak', 'notes': '', 'fillChoice': '', 'strategy': 'slow and unreliable ', 'cargoSuccessTeleop': '', 'strongMedium': 'Neither', 'teamDBRef': 'team-2151', 'hiRocketSuccessTeleop': '', 'speed': 'Slow', 'match': 'match-14', 'size': 'Medium', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': 'None', 'functional': 'No', 'lowRocketSuccessTeleop': 'Low', 'startingHatch': 'Hab I'}",0,,,slow,,team-2151,None,,0,1,0,,0,0,,0,,,,,0,,,0,0,0,,,None,match-14,,,0
0,0,0,,0,,0,,,slow,,team-2151,None,,1,0,0,,0,0,,0,,,"{'contribution': '', 'notes': '', 'cargoSuccess': '', 'fillChoice': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'speed': '', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': '', 'size': '', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'lowRocketSuccessTeleop': '', 'startingHatch': '', 'hiRocketSuccess': ''}",,0,,,0,0,0,,,None,match-2,,,0
,,,Neither,,,,Small,,slow,,team-2151,None,None,,,,N/A,,,N/A,,Hab I,"{'contribution': '', 'notes': 'The bot is idle. ', 'fillChoice': '', 'strategy': '', 'cargoSuccessTeleop': '', 'strongMedium': '', 'teamDBRef': 'team-2151', 'hiRocketSuccessTeleop': '', 'speed': '', 'match': 'match-29', 'size': 'Medium', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': '', 'functional': 'No', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,None,,Neither,No,,,,None,Weak,,match-29,N/A,None,
,,,,,,,,"{'contribution': '', 'notes': '', 'fillChoice': '', 'strategy': '', 'cargoSuccessTeleop': '', 'strongMedium': '', 'teamDBRef': 'team-2151', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-44', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': '', 'functional': '', 'startingHatch': '', 'lowRocketSuccessTeleop': ''}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure jouGPhPF0qME5wNIbd86MzYFsGw2 sandstormRocketCargoSuccess size nTG6cThsi9TB9mTkcwuo5bKEo9B3 speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch e0Q3j2NrXuYvSrgZ5UZQ89UMvXY2 9fv7QhcLPsfU59sRrPq7LcJlD8J3 fillChoice sandstormCargoShipCargoSuccess strongMedium functional teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 0 {'contribution': 'Weak', 'notes': '', 'fillChoice': '', 'strategy': 'slow and unreliable ', 'cargoSuccessTeleop': '', 'strongMedium': 'Neither', 'teamDBRef': 'team-2151', 'hiRocketSuccessTeleop': '', 'speed': 'Slow', 'match': 'match-14', 'size': 'Medium', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': 'None', 'functional': 'No', 'lowRocketSuccessTeleop': 'Low', 'startingHatch': 'Hab I'} 0 slow team-2151 None 0 1 0 0 0 0 0 0 0 0 None match-14 0
3 0 0 0 0 0 slow team-2151 None 1 0 0 0 0 0 {'contribution': '', 'notes': '', 'cargoSuccess': '', 'fillChoice': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'speed': '', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': '', 'size': '', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'lowRocketSuccessTeleop': '', 'startingHatch': '', 'hiRocketSuccess': ''} 0 0 0 0 None match-2 0
4 Neither Small slow team-2151 None None N/A N/A Hab I {'contribution': '', 'notes': 'The bot is idle. ', 'fillChoice': '', 'strategy': '', 'cargoSuccessTeleop': '', 'strongMedium': '', 'teamDBRef': 'team-2151', 'hiRocketSuccessTeleop': '', 'speed': '', 'match': 'match-29', 'size': 'Medium', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': '', 'functional': 'No', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'} None Neither No None Weak match-29 N/A None
5 {'contribution': '', 'notes': '', 'fillChoice': '', 'strategy': '', 'cargoSuccessTeleop': '', 'strongMedium': '', 'teamDBRef': 'team-2151', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-44', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': '', 'functional': '', 'startingHatch': '', 'lowRocketSuccessTeleop': ''}

7
data analysis/dep/2019/matches/team-2252.csv Normal file
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gmkR7hN4D1fQguey5X5V48d3PhO2,sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,size,nTG6cThsi9TB9mTkcwuo5bKEo9B3,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,klQQqapPjwO3jnpN8Dieequh3OI3,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,fillChoice,functional,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,5nO8yj26oEUhd3mS3noHWQNvqSE3,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
,0,0,0,,0,0,,,slow,,team-2252,L1,,0,0,0,,0,0,"{'contribution': 'Equal', 'notes': 'alliance only had 2 robots', 'fillChoice': 'Cargo', 'strategy': '', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Hatch', 'teamDBRef': 'team-2252', 'hiRocketSuccessTeleop': '', 'speed': 'Ludicrous', 'match': 'match-15', 'size': 'Medium', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'No', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab II'}",,0,,,,0,,0,0,1,,,L1,,match-15,,,4
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'contribution': 'Weak', 'notes': '', 'fillChoice': 'Low Rocket', 'strategy': '', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Hatch', 'teamDBRef': 'team-2252', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'Low', 'size': 'Medium', 'match': 'match-31', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Sorta', 'startingHatch': '', 'lowRocketSuccessTeleop': 'Mid'}",,,,
,,,,Ball,,,Large,,slow,Cargo ship cargo,team-2252,L1,L1,,,,N/A,,,,Mid,,Hab I,Cargo,Yes,,Neither,,,,Cargo,Equal,,,match-38,N/A,L1,
,,,,Ball,,,Small,,Fast,,team-2252,L1,L1,,,,N/A,,,,Mid,,Hab I,Cargo,No,,Neither,,,,Cargo,Weak,,,match-39,N/A,L1,
"{'contribution': 'Great', 'notes': '', 'fillChoice': 'Low Rocket', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2252', 'hiRocketSuccessTeleop': '', 'speed': 'Medium', 'match': 'match-4', 'size': 'Medium', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Both', 'endingHab': 'Hab 1', 'functional': 'Sorta', 'lowRocketSuccessTeleop': 'Low', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,,,,,,"{'notes': 'i don’t know if hatch succeeded in storm for cargo ', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': 'ball for cargo ship and rocket ', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-2252', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-55', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1 gmkR7hN4D1fQguey5X5V48d3PhO2 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure sandstormRocketCargoSuccess size nTG6cThsi9TB9mTkcwuo5bKEo9B3 speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure klQQqapPjwO3jnpN8Dieequh3OI3 cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch fillChoice functional sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb 5nO8yj26oEUhd3mS3noHWQNvqSE3 match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 0 0 slow team-2252 L1 0 0 0 0 0 {'contribution': 'Equal', 'notes': 'alliance only had 2 robots', 'fillChoice': 'Cargo', 'strategy': '', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Hatch', 'teamDBRef': 'team-2252', 'hiRocketSuccessTeleop': '', 'speed': 'Ludicrous', 'match': 'match-15', 'size': 'Medium', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'No', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab II'} 0 0 0 0 1 L1 match-15 4
3 {'contribution': 'Weak', 'notes': '', 'fillChoice': 'Low Rocket', 'strategy': '', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Hatch', 'teamDBRef': 'team-2252', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'Low', 'size': 'Medium', 'match': 'match-31', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Sorta', 'startingHatch': '', 'lowRocketSuccessTeleop': 'Mid'}
4 Ball Large slow Cargo ship cargo team-2252 L1 L1 N/A Mid Hab I Cargo Yes Neither Cargo Equal match-38 N/A L1
5 Ball Small Fast team-2252 L1 L1 N/A Mid Hab I Cargo No Neither Cargo Weak match-39 N/A L1
6 {'contribution': 'Great', 'notes': '', 'fillChoice': 'Low Rocket', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2252', 'hiRocketSuccessTeleop': '', 'speed': 'Medium', 'match': 'match-4', 'size': 'Medium', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Both', 'endingHab': 'Hab 1', 'functional': 'Sorta', 'lowRocketSuccessTeleop': 'Low', 'startingHatch': 'Hab I'}
7 {'notes': 'i don’t know if hatch succeeded in storm for cargo ', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': 'ball for cargo ship and rocket ', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-2252', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-55', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}

5
data analysis/dep/2019/matches/team-2338.csv Normal file
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strongMediumTeleop,jouGPhPF0qME5wNIbd86MzYFsGw2,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,lowRocketSuccessTeleop,cargoSuccessTeleop,fillChoice,functional,9fv7QhcLPsfU59sRrPq7LcJlD8J3,strongMedium,fillChoiceTeleop,contrubution,TGTz9IhKPoQnv6CjEyHEJeqwhss1,5nO8yj26oEUhd3mS3noHWQNvqSE3,hiRocketSuccessTeleop,match,endingHab,startingHatch
,,,,,,,,,,,,,,,,"{'contribution': 'Weak', 'notes': '', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2338', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'match': 'match-15', 'size': '', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 3', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,,,,
,,,,,,,,,,,,"{'contribution': 'Great', 'notes': '', 'cargoSuccess': '', 'fillChoice': '', 'cargoSuccessTeleop': '', 'strongMedium': 'Hatch', 'teamDBRef': 'team-2338', 'speed': '', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': '', 'size': 'Large', 'match': 'match-2', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'startingHatch': '', 'lowRocketSuccessTeleop': '', 'hiRocketSuccess': 'High'}",,,,,,,,,
,"{'contribution': '', 'notes': 'starts with hatchū', 'fillChoice': 'Cargo', 'strategy': 'best robot I have seen this tournament, amazing all-rounder even played some defense, almost too good to be true', 'cargoSuccessTeleop': 'High', 'strongMedium': 'Hatch', 'teamDBRef': 'team-2338', 'speed': '', 'hiRocketSuccessTeleop': 'High', 'size': 'Idk', 'match': 'match-30', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Both', 'endingHab': 'Hab 3', 'functional': 'Yes', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': 'High'}",,,,,,,,,,,,,,,,"{'notes': '', 'contribution': 'Great', 'fillChoice': 'High Rocket', 'strategy': '', 'strongMedium': 'Both', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-2338', 'speed': 'Fast', 'hiRocketSuccessTeleop': 'High', 'size': 'Large', 'match': 'match-30', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Both', 'endingHab': 'Hab 3', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'High', 'startingHatch': ''}",,,,
Ball,,Medium,Medium,Rocket,team-2338,L1,L1,High,N/A,Low Rocket,Yes,,Hatch,High Rocket,Strong,,,High,match-51,L3,Hab I
1 strongMediumTeleop jouGPhPF0qME5wNIbd86MzYFsGw2 size speed strategy teamDBRef sandstormCross sandstormCrossBonus lowRocketSuccessTeleop cargoSuccessTeleop fillChoice functional 9fv7QhcLPsfU59sRrPq7LcJlD8J3 strongMedium fillChoiceTeleop contrubution TGTz9IhKPoQnv6CjEyHEJeqwhss1 5nO8yj26oEUhd3mS3noHWQNvqSE3 hiRocketSuccessTeleop match endingHab startingHatch
2 {'contribution': 'Weak', 'notes': '', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2338', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'match': 'match-15', 'size': '', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 3', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}
3 {'contribution': 'Great', 'notes': '', 'cargoSuccess': '', 'fillChoice': '', 'cargoSuccessTeleop': '', 'strongMedium': 'Hatch', 'teamDBRef': 'team-2338', 'speed': '', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': '', 'size': 'Large', 'match': 'match-2', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'startingHatch': '', 'lowRocketSuccessTeleop': '', 'hiRocketSuccess': 'High'}
4 {'contribution': '', 'notes': 'starts with hatchū', 'fillChoice': 'Cargo', 'strategy': 'best robot I have seen this tournament, amazing all-rounder even played some defense, almost too good to be true', 'cargoSuccessTeleop': 'High', 'strongMedium': 'Hatch', 'teamDBRef': 'team-2338', 'speed': '', 'hiRocketSuccessTeleop': 'High', 'size': 'Idk', 'match': 'match-30', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Both', 'endingHab': 'Hab 3', 'functional': 'Yes', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': 'High'} {'notes': '', 'contribution': 'Great', 'fillChoice': 'High Rocket', 'strategy': '', 'strongMedium': 'Both', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-2338', 'speed': 'Fast', 'hiRocketSuccessTeleop': 'High', 'size': 'Large', 'match': 'match-30', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Both', 'endingHab': 'Hab 3', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'High', 'startingHatch': ''}
5 Ball Medium Medium Rocket team-2338 L1 L1 High N/A Low Rocket Yes Hatch High Rocket Strong High match-51 L3 Hab I

5
data analysis/dep/2019/matches/team-2358.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,fillChoice,functional,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
0,0,0,,0,0,,slow,,team-2358,L1,,2,0,0,,0,0,,0,,,,0,,0,0,0,,,L1,match-13,,,0
,,,Neither,,,IDK,slow,,team-2358,None,None,,,,N/A,,,N/A,,Hab I,None,No,,Neither,,,,None,Weak,,match-27,N/A,None,
,,,Hatch,,,Medium,Medium,,team-2358,None,None,,,,N/A,,,Low,,Hab I,None,No,,Neither,,,,Cargo,Weak,,match-35,N/A,L1,
0,0,0,,0,0,,slow,,team-2358,L1,,1,0,0,,0,0,,0,,,,0,,0,0,1,,,None,match-9,,,0
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure sandstormRocketCargoSuccess size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch fillChoice functional sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 0 0 slow team-2358 L1 2 0 0 0 0 0 0 0 0 0 L1 match-13 0
3 Neither IDK slow team-2358 None None N/A N/A Hab I None No Neither None Weak match-27 N/A None
4 Hatch Medium Medium team-2358 None None N/A Low Hab I None No Neither Cargo Weak match-35 N/A L1
5 0 0 0 0 0 slow team-2358 L1 1 0 0 0 0 0 0 0 0 1 None match-9 0

4
data analysis/dep/2019/matches/team-2451.csv Normal file
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sandstormCrossBonus,strongMediumTeleop,fillChoiceTeleop,cargoSuccessTeleop,contrubution,functional,lowRocketSuccessTeleop,startingHatch,nTG6cThsi9TB9mTkcwuo5bKEo9B3,size,speed,hiRocketSuccessTeleop,strategy,match,fillChoice,endingHab,teamDBRef,strongMedium,sandstormCross
,,,,,,,,"{'notes': '', 'contribution': 'Great', 'fillChoice': 'Cargo', 'strategy': 'ball in cargo ship ', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-2451', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Large', 'match': 'match-23', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'None', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II'}",,,,,,,,,,
L2,Hatch,High Rocket,Mid,Strong,Yes,High,Hab II,,Small,Medium,High,"Cargo ship, then rocket hatch",match-35,Cargo,L1,team-2451,Ball,L2
L1,Neither,Cargo,High,Equal,Yes,N/A,Hab I,,Medium,Ludicrous,N/A,,match-41,Cargo,None,team-2451,Ball,L1
1 sandstormCrossBonus strongMediumTeleop fillChoiceTeleop cargoSuccessTeleop contrubution functional lowRocketSuccessTeleop startingHatch nTG6cThsi9TB9mTkcwuo5bKEo9B3 size speed hiRocketSuccessTeleop strategy match fillChoice endingHab teamDBRef strongMedium sandstormCross
2 {'notes': '', 'contribution': 'Great', 'fillChoice': 'Cargo', 'strategy': 'ball in cargo ship ', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-2451', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Large', 'match': 'match-23', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'None', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II'}
3 L2 Hatch High Rocket Mid Strong Yes High Hab II Small Medium High Cargo ship, then rocket hatch match-35 Cargo L1 team-2451 Ball L2
4 L1 Neither Cargo High Equal Yes N/A Hab I Medium Ludicrous N/A match-41 Cargo None team-2451 Ball L1

4
data analysis/dep/2019/matches/team-2709.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,size,jouGPhPF0qME5wNIbd86MzYFsGw2,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,9fv7QhcLPsfU59sRrPq7LcJlD8J3,fillChoice,sandstormCargoShipCargoSuccess,strongMedium,functional,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,TGTz9IhKPoQnv6CjEyHEJeqwhss1,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
0,0,0,,0,0,,,slow,,team-2709,None,,0,0,0,,0,0,,0,,,,0,,,0,0,0,,,None,"{'notes': '', 'contribution': 'Weak', 'fillChoice': '', 'strategy': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-2709', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-13', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': '', 'functional': 'No', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",match-13,,,0
,,,Neither,,,Small,,Medium,No mechanisms to do anything,team-2709,None,None,,,,N/A,,,N/A,,Hab II,"{'notes': 'potato', 'contribution': '', 'fillChoice': '', 'strategy': 'wasn’t even defensive, didn’t have a grabber . absolutely useless', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-2709', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-31', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': '', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': ''}",None,,Neither,Yes,,,,None,Weak,,,match-31,N/A,None,
,,,,,,,"{'notes': 'tried hab 3 via ramp, failed', 'contribution': 'Weak', 'fillChoice': 'Cargo', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2709', 'speed': '', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Idk', 'match': 'match-8', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'None', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure sandstormRocketCargoSuccess size jouGPhPF0qME5wNIbd86MzYFsGw2 speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch 9fv7QhcLPsfU59sRrPq7LcJlD8J3 fillChoice sandstormCargoShipCargoSuccess strongMedium functional teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb TGTz9IhKPoQnv6CjEyHEJeqwhss1 match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 0 0 slow team-2709 None 0 0 0 0 0 0 0 0 0 0 None {'notes': '', 'contribution': 'Weak', 'fillChoice': '', 'strategy': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-2709', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-13', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': '', 'functional': 'No', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'} match-13 0
3 Neither Small Medium No mechanisms to do anything team-2709 None None N/A N/A Hab II {'notes': 'potato', 'contribution': '', 'fillChoice': '', 'strategy': 'wasn’t even defensive, didn’t have a grabber . absolutely useless', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-2709', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-31', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': '', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': ''} None Neither Yes None Weak match-31 N/A None
4 {'notes': 'tried hab 3 via ramp, failed', 'contribution': 'Weak', 'fillChoice': 'Cargo', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2709', 'speed': '', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Idk', 'match': 'match-8', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'None', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}

4
data analysis/dep/2019/matches/team-2725.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,strongMediumTeleop,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,teleOpCargoShipCargoSuccess,functional,fillChoice,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,TGTz9IhKPoQnv6CjEyHEJeqwhss1,hiRocketSuccessTeleop,match,endingHab,startingHatch
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'notes': 'they didn’t move from HAB 1 at all during this match', 'contribution': 'Weak', 'fillChoice': '', 'strategy': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-2725', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-12', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'No', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,,,
,,Neither,,,,Medium,Medium,Defense,team-2725,None,None,,,,N/A,,,N/A,,,No,None,,Neither,,,,None,Weak,,,N/A,match-47,None,Hab I
0,0,,0,0,0,,slow,,team-2725,None,,0,0,0,,0,0,,0,0,,,0,,0,0,0,,,None,,,match-8,,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess strongMediumTeleop sandstormRocketHatchSuccess teleOpCargoShipHatchFailure sandstormRocketCargoSuccess size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess teleOpCargoShipCargoSuccess functional fillChoice sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb TGTz9IhKPoQnv6CjEyHEJeqwhss1 hiRocketSuccessTeleop match endingHab startingHatch
2 {'notes': 'they didn’t move from HAB 1 at all during this match', 'contribution': 'Weak', 'fillChoice': '', 'strategy': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-2725', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-12', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'No', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}
3 Neither Medium Medium Defense team-2725 None None N/A N/A No None Neither None Weak N/A match-47 None Hab I
4 0 0 0 0 0 slow team-2725 None 0 0 0 0 0 0 0 0 0 0 0 None match-8

4
data analysis/dep/2019/matches/team-2830.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,strongMediumTeleop,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,nTG6cThsi9TB9mTkcwuo5bKEo9B3,size,sandstormRocketCargoSuccess,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,klQQqapPjwO3jnpN8Dieequh3OI3,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,teleOpCargoShipCargoSuccess,functional,fillChoice,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,hiRocketSuccessTeleop,match,endingHab,startingHatch
,,,,,,,,,,,,,,,,,,,"{'contribution': 'Equal', 'notes': 'Attempt at hab 3', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2830', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'match': 'match-12', 'size': 'Medium', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,
,,Ball,,,"{'notes': '', 'contribution': 'Weak', 'fillChoice': 'Cargo', 'strategy': 'cargo balls in cargo ship ', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-2830', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-25', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II'}",IDK,,Medium,Cargo ship hatch/fill,team-2830,L2,L2,,,,N/A,,,,Mid,,,Yes,None,,Hatch,,,,Cargo,Strong,,N/A,match-25,L2,Hab II
0,0,,0,0,,,0,Fast,,team-2830,L1,,0,1,0,,0,0,,,1,2,,,0,,0,0,0,,,L1,,match-3,,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess strongMediumTeleop sandstormRocketHatchSuccess teleOpCargoShipHatchFailure nTG6cThsi9TB9mTkcwuo5bKEo9B3 size sandstormRocketCargoSuccess speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure klQQqapPjwO3jnpN8Dieequh3OI3 cargoSuccessTeleop sandstormCargoShipHatchSuccess teleOpCargoShipCargoSuccess functional fillChoice sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb hiRocketSuccessTeleop match endingHab startingHatch
2 {'contribution': 'Equal', 'notes': 'Attempt at hab 3', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-2830', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'match': 'match-12', 'size': 'Medium', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}
3 Ball {'notes': '', 'contribution': 'Weak', 'fillChoice': 'Cargo', 'strategy': 'cargo balls in cargo ship ', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-2830', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-25', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II'} IDK Medium Cargo ship hatch/fill team-2830 L2 L2 N/A Mid Yes None Hatch Cargo Strong N/A match-25 L2 Hab II
4 0 0 0 0 0 Fast team-2830 L1 0 1 0 0 0 1 2 0 0 0 0 L1 match-3

4
data analysis/dep/2019/matches/team-3061.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,fillChoice,functional,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,TGTz9IhKPoQnv6CjEyHEJeqwhss1,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
0,0,0,,1,0,,slow,,team-3061,None,,1,1,0,,0,0,,1,,,,0,,0,0,0,,,L1,,match-1,,,0
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'notes': '', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': 'really good at defense', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-3061', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-16', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': '', 'endingHab': 'Hab 2', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}",,,,
,,,Hatch,,,Small,slow,Hatches on bottom level,team-3061,L2,L2,,,,Mid,,,Mid,,Hab II,Cargo,Yes,,Hatch,,,,Cargo,Equal,,,match-54,N/A,L2,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure sandstormRocketCargoSuccess size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch fillChoice functional sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb TGTz9IhKPoQnv6CjEyHEJeqwhss1 match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 1 0 slow team-3061 None 1 1 0 0 0 1 0 0 0 0 L1 match-1 0
3 {'notes': '', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': 'really good at defense', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-3061', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-16', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': '', 'endingHab': 'Hab 2', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}
4 Hatch Small slow Hatches on bottom level team-3061 L2 L2 Mid Mid Hab II Cargo Yes Hatch Cargo Equal match-54 N/A L2

3
data analysis/dep/2019/matches/team-3067.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,speed,teamDBRef,sandstormCross,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,teleOpRocketHatchFailure,teleOpRocketCargoFailure,sandstormCargoShipHatchSuccess,e0Q3j2NrXuYvSrgZ5UZQ89UMvXY2,sandstormCargoShipCargoSuccess,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,HABClimb,match,teleOpCargoShipCargoSuccess
0,0,0,0,0,Medium,team-3067,None,0,0,0,0,0,0,,0,0,0,0,None,match-10,0
,,,,,,,,,,,,,,"{'notes': '', 'contribution': '', 'fillChoice': '', 'strategy': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-3067', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-28', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': '', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': ''}",,,,,,,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess teleOpCargoShipHatchFailure sandstormRocketCargoSuccess speed teamDBRef sandstormCross teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure teleOpRocketHatchFailure teleOpRocketCargoFailure sandstormCargoShipHatchSuccess e0Q3j2NrXuYvSrgZ5UZQ89UMvXY2 sandstormCargoShipCargoSuccess teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure HABClimb match teleOpCargoShipCargoSuccess
2 0 0 0 0 0 Medium team-3067 None 0 0 0 0 0 0 0 0 0 0 None match-10 0
3 {'notes': '', 'contribution': '', 'fillChoice': '', 'strategy': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-3067', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-28', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': '', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': ''}

4
data analysis/dep/2019/matches/team-3110.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,nTG6cThsi9TB9mTkcwuo5bKEo9B3,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,9fv7QhcLPsfU59sRrPq7LcJlD8J3,fillChoice,sandstormCargoShipCargoSuccess,strongMedium,functional,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
0,0,0,,0,0,,,slow,,team-3110,None,,0,0,0,,0,0,,0,,"{'contribution': '', 'notes': 'wasn’t on the field ', 'fillChoice': '', 'strategy': '', 'cargoSuccessTeleop': '', 'strongMedium': '', 'teamDBRef': 'team-3110', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-15', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': '', 'functional': '', 'startingHatch': '', 'lowRocketSuccessTeleop': ''}",,0,,,0,0,0,,,None,match-15,,,0
,,,,,,"{'notes': '', 'contribution': 'Weak', 'fillChoice': '', 'strategy': 'the robot didn’t do anyrhing', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-3110', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-26', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,Neither,,,,IDK,slow,Limited movement,team-3110,None,None,,,,N/A,,,N/A,,Hab I,,None,,Neither,No,,,,None,Weak,,match-40,N/A,None,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure sandstormRocketCargoSuccess nTG6cThsi9TB9mTkcwuo5bKEo9B3 size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch 9fv7QhcLPsfU59sRrPq7LcJlD8J3 fillChoice sandstormCargoShipCargoSuccess strongMedium functional teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 0 0 slow team-3110 None 0 0 0 0 0 0 {'contribution': '', 'notes': 'wasn’t on the field ', 'fillChoice': '', 'strategy': '', 'cargoSuccessTeleop': '', 'strongMedium': '', 'teamDBRef': 'team-3110', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-15', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': '', 'functional': '', 'startingHatch': '', 'lowRocketSuccessTeleop': ''} 0 0 0 0 None match-15 0
3 {'notes': '', 'contribution': 'Weak', 'fillChoice': '', 'strategy': 'the robot didn’t do anyrhing', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-3110', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-26', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}
4 Neither IDK slow Limited movement team-3110 None None N/A N/A Hab I None Neither No None Weak match-40 N/A None

7
data analysis/dep/2019/matches/team-3488.csv Normal file
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strongMediumTeleop,jouGPhPF0qME5wNIbd86MzYFsGw2,size,nTG6cThsi9TB9mTkcwuo5bKEo9B3,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,lowRocketSuccessTeleop,cargoSuccessTeleop,fillChoice,functional,9fv7QhcLPsfU59sRrPq7LcJlD8J3,strongMedium,fillChoiceTeleop,contrubution,hiRocketSuccessTeleop,match,endingHab,startingHatch
,,,,,,,,,,,,,"{'contribution': 'Equal', 'notes': 'sucks at hatches, fast robot with slow driver', 'cargoSuccess': '', 'fillChoice': '', 'cargoSuccessTeleop': 'High', 'strongMedium': '', 'teamDBRef': 'team-3488', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': '', 'size': 'Medium', 'match': 'match-1', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'startingHatch': 'None', 'lowRocketSuccessTeleop': '', 'hiRocketSuccess': 'N/A'}",,,,,,,
,"{'contribution': 'Weak', 'notes': '', 'fillChoice': '', 'strategy': 'quick at reloading from drive station ', 'strongMedium': '', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-3488', 'hiRocketSuccessTeleop': '', 'speed': '', 'match': 'match-15', 'size': 'Medium', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Both', 'endingHab': 'Hab 1', 'functional': 'Sorta', 'lowRocketSuccessTeleop': 'Low', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,,
Both,,IDK,,Ludicrous,,team-3488,L1,L1,N/A,Mid,Cargo,No,,Hatch,Cargo,Equal,N/A,match-24,L1,Hab I
,,,,,,,,,,,,,"{'notes': '', 'contribution': '', 'fillChoice': 'None', 'strategy': 'have auto drive to fill zone, quickly load cargo', 'strongMedium': '', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-3488', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': 'Large', 'match': 'match-28', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,,,,,,
Ball,,Medium,,Medium,Ship,team-3488,L1,L1,N/A,Mid,Cargo,Yes,,Ball,Cargo,Equal,N/A,match-37,L1,Hab I
,,,"{'notes': '', 'contribution': 'Great', 'fillChoice': 'Cargo', 'strategy': 'fill cargo shuo', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-3488', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'match': 'match-45', 'size': 'Large', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,
1 strongMediumTeleop jouGPhPF0qME5wNIbd86MzYFsGw2 size nTG6cThsi9TB9mTkcwuo5bKEo9B3 speed strategy teamDBRef sandstormCross sandstormCrossBonus lowRocketSuccessTeleop cargoSuccessTeleop fillChoice functional 9fv7QhcLPsfU59sRrPq7LcJlD8J3 strongMedium fillChoiceTeleop contrubution hiRocketSuccessTeleop match endingHab startingHatch
2 {'contribution': 'Equal', 'notes': 'sucks at hatches, fast robot with slow driver', 'cargoSuccess': '', 'fillChoice': '', 'cargoSuccessTeleop': 'High', 'strongMedium': '', 'teamDBRef': 'team-3488', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': '', 'size': 'Medium', 'match': 'match-1', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'startingHatch': 'None', 'lowRocketSuccessTeleop': '', 'hiRocketSuccess': 'N/A'}
3 {'contribution': 'Weak', 'notes': '', 'fillChoice': '', 'strategy': 'quick at reloading from drive station ', 'strongMedium': '', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-3488', 'hiRocketSuccessTeleop': '', 'speed': '', 'match': 'match-15', 'size': 'Medium', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Both', 'endingHab': 'Hab 1', 'functional': 'Sorta', 'lowRocketSuccessTeleop': 'Low', 'startingHatch': 'Hab I'}
4 Both IDK Ludicrous team-3488 L1 L1 N/A Mid Cargo No Hatch Cargo Equal N/A match-24 L1 Hab I
5 {'notes': '', 'contribution': '', 'fillChoice': 'None', 'strategy': 'have auto drive to fill zone, quickly load cargo', 'strongMedium': '', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-3488', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': 'Large', 'match': 'match-28', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}
6 Ball Medium Medium Ship team-3488 L1 L1 N/A Mid Cargo Yes Ball Cargo Equal N/A match-37 L1 Hab I
7 {'notes': '', 'contribution': 'Great', 'fillChoice': 'Cargo', 'strategy': 'fill cargo shuo', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-3488', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'match': 'match-45', 'size': 'Large', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}

4
data analysis/dep/2019/matches/team-3695.csv Normal file
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gmkR7hN4D1fQguey5X5V48d3PhO2,sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,klQQqapPjwO3jnpN8Dieequh3OI3,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,fillChoice,functional,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
,0,2,0,,0,0,,slow,,team-3695,L1,,1,3,0,,0,0,"{'contribution': 'Great', 'notes': '', 'fillChoice': 'Cargo', 'strategy': 'attempted hab 3', 'cargoSuccessTeleop': 'High', 'strongMedium': 'Hatch', 'teamDBRef': 'team-3695', 'speed': 'Fast', 'hiRocketSuccessTeleop': 'High', 'size': 'Medium', 'match': 'match-14', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Both', 'endingHab': 'Hab 1', 'functional': 'Sorta', 'startingHatch': 'Hab II', 'lowRocketSuccessTeleop': 'High'}",,0,,,,0,,0,0,0,,,L1,match-14,,,2
"{'contribution': '', 'notes': '', 'fillChoice': 'Cargo', 'strategy': '', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Hatch', 'teamDBRef': 'team-3695', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': 'Large', 'match': 'match-26', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Both', 'endingHab': '', 'functional': 'Yes', 'startingHatch': 'Hab II', 'lowRocketSuccessTeleop': ''}",,,,Ball,,,Jumbo,Fast,Fill cargo ship,team-3695,L2,L2,,,,N/A,,,,High,,Hab II,Cargo,Yes,,Hatch,,,,Cargo,Strong,,match-26,N/A,L3,
,0,3,0,,0,0,,slow,,team-3695,L1,,0,3,0,,0,0,,,0,,,,0,,0,0,0,,,L1,match-5,,,0
1 gmkR7hN4D1fQguey5X5V48d3PhO2 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure sandstormRocketCargoSuccess size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure klQQqapPjwO3jnpN8Dieequh3OI3 cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch fillChoice functional sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 2 0 0 0 slow team-3695 L1 1 3 0 0 0 {'contribution': 'Great', 'notes': '', 'fillChoice': 'Cargo', 'strategy': 'attempted hab 3', 'cargoSuccessTeleop': 'High', 'strongMedium': 'Hatch', 'teamDBRef': 'team-3695', 'speed': 'Fast', 'hiRocketSuccessTeleop': 'High', 'size': 'Medium', 'match': 'match-14', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Both', 'endingHab': 'Hab 1', 'functional': 'Sorta', 'startingHatch': 'Hab II', 'lowRocketSuccessTeleop': 'High'} 0 0 0 0 0 L1 match-14 2
3 {'contribution': '', 'notes': '', 'fillChoice': 'Cargo', 'strategy': '', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Hatch', 'teamDBRef': 'team-3695', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': 'Large', 'match': 'match-26', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Both', 'endingHab': '', 'functional': 'Yes', 'startingHatch': 'Hab II', 'lowRocketSuccessTeleop': ''} Ball Jumbo Fast Fill cargo ship team-3695 L2 L2 N/A High Hab II Cargo Yes Hatch Cargo Strong match-26 N/A L3
4 0 3 0 0 0 slow team-3695 L1 0 3 0 0 0 0 0 0 0 0 L1 match-5 0

5
data analysis/dep/2019/matches/team-3734.csv Normal file
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gmkR7hN4D1fQguey5X5V48d3PhO2,sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,9fv7QhcLPsfU59sRrPq7LcJlD8J3,fillChoice,sandstormCargoShipCargoSuccess,strongMedium,functional,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
,0,0,0,,0,0,,slow,,team-3734,L1,,0,0,0,,0,0,,0,,,,1,,,0,0,0,,,L1,match-19,,,3
,,,,Ball,,,Medium,Medium,Cargo ship cargo,team-3734,L1,L1,,,,N/A,,,Mid,,Hab I,"{'notes': 'awesome autonomous, ball into cargo. slow mechanics with high accuracy', 'contribution': '', 'fillChoice': 'Cargo', 'strategy': 'Defensive, yet still placed balls in cargo ', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-3734', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-29', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': ''}",Cargo,,Ball,Yes,,,,Cargo,Strong,,match-29,N/A,L1,
,,,,Ball,,,IDK,Medium,,team-3734,L1,L1,,,,N/A,,,Mid,,Hab I,,Cargo,,Ball,Yes,,,,Cargo,IDK,,match-36,N/A,L1,
"{'notes': '', 'contribution': '', 'fillChoice': 'Cargo', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Ball', 'teamDBRef': 'team-3734', 'hiRocketSuccessTeleop': 'N/A', 'speed': 'Medium', 'size': 'Medium', 'match': 'match-5', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': 'N/A'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1 gmkR7hN4D1fQguey5X5V48d3PhO2 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure sandstormRocketCargoSuccess size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch 9fv7QhcLPsfU59sRrPq7LcJlD8J3 fillChoice sandstormCargoShipCargoSuccess strongMedium functional teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 0 0 slow team-3734 L1 0 0 0 0 0 0 1 0 0 0 L1 match-19 3
3 Ball Medium Medium Cargo ship cargo team-3734 L1 L1 N/A Mid Hab I {'notes': 'awesome autonomous, ball into cargo. slow mechanics with high accuracy', 'contribution': '', 'fillChoice': 'Cargo', 'strategy': 'Defensive, yet still placed balls in cargo ', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-3734', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-29', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': ''} Cargo Ball Yes Cargo Strong match-29 N/A L1
4 Ball IDK Medium team-3734 L1 L1 N/A Mid Hab I Cargo Ball Yes Cargo IDK match-36 N/A L1
5 {'notes': '', 'contribution': '', 'fillChoice': 'Cargo', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Ball', 'teamDBRef': 'team-3734', 'hiRocketSuccessTeleop': 'N/A', 'speed': 'Medium', 'size': 'Medium', 'match': 'match-5', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': 'N/A'}

6
data analysis/dep/2019/matches/team-4096.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,strongMediumTeleop,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,teleOpCargoShipCargoSuccess,9fv7QhcLPsfU59sRrPq7LcJlD8J3,functional,fillChoice,strongMedium,sandstormCargoShipCargoSuccess,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,TGTz9IhKPoQnv6CjEyHEJeqwhss1,hiRocketSuccessTeleop,match,endingHab,startingHatch
,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'notes': '', 'contribution': '', 'fillChoice': 'None', 'strategy': '', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-4096', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-17', 'fillChoiceTeleop': '', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}",,,,
,,,,,,,,,,,,,,,,,,,,,"{'notes': 'versatile, accurate. of course we want them.', 'contribution': 'Great', 'fillChoice': 'Cargo', 'strategy': 'place hatches on the cargo, balls in rocket', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-4096', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-30', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': ''}",,,,,,,,,,,,,,,
,,Ball,,,,Large,Fast,"Ship, L3 climb via deployed ranp",team-4096,L1,L1,,,,N/A,,,High,,,,Yes,None,Neither,,,,,Cargo,Strong,,,N/A,match-39,L3,Hab I
0,0,,0,1,0,,Fast,,team-4096,L1,,1,1,0,,0,0,,0,2,,,,,0,0,0,0,,,L1,,,match-4,,
,,Neither,,,,Medium,Fast,,team-4096,L1,L1,,,,N/A,,,Low,,,,No,Cargo,Neither,,,,,Cargo,Weak,,,N/A,match-46,None,Hab I
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess strongMediumTeleop sandstormRocketHatchSuccess teleOpCargoShipHatchFailure sandstormRocketCargoSuccess size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess teleOpCargoShipCargoSuccess 9fv7QhcLPsfU59sRrPq7LcJlD8J3 functional fillChoice strongMedium sandstormCargoShipCargoSuccess teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb TGTz9IhKPoQnv6CjEyHEJeqwhss1 hiRocketSuccessTeleop match endingHab startingHatch
2 {'notes': '', 'contribution': '', 'fillChoice': 'None', 'strategy': '', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-4096', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-17', 'fillChoiceTeleop': '', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}
3 {'notes': 'versatile, accurate. of course we want them.', 'contribution': 'Great', 'fillChoice': 'Cargo', 'strategy': 'place hatches on the cargo, balls in rocket', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-4096', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': '', 'match': 'match-30', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': ''}
4 Ball Large Fast Ship, L3 climb via deployed ranp team-4096 L1 L1 N/A High Yes None Neither Cargo Strong N/A match-39 L3 Hab I
5 0 0 0 1 0 Fast team-4096 L1 1 1 0 0 0 0 2 0 0 0 0 L1 match-4
6 Neither Medium Fast team-4096 L1 L1 N/A Low No Cargo Neither Cargo Weak N/A match-46 None Hab I

4
data analysis/dep/2019/matches/team-4156.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,klQQqapPjwO3jnpN8Dieequh3OI3,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,9fv7QhcLPsfU59sRrPq7LcJlD8J3,fillChoice,sandstormCargoShipCargoSuccess,strongMedium,functional,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
0,0,0,,0,0,,Ludicrous,,team-4156,L1,,0,1,0,,0,0,,,0,,"{'contribution': 'Equal', 'notes': 'awkward grabber', 'fillChoice': '', 'strategy': 'place balls in cargo, solely offensive', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-4156', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'match': 'match-16', 'size': '', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'None', 'functional': '', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': ''}",,0,,,0,0,0,,,L1,match-16,,,3
,,,Ball,,,Large,slow,,team-4156,L2,L2,,,,N/A,,,"{'notes': 'super cool hab 3 climbing', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-4156', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-28', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 3', 'functional': 'No', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",Low,,Hab II,,Cargo,,Neither,Yes,,,,Cargo,Equal,,match-28,N/A,L3,
0,0,0,,0,0,,slow,,team-4156,L1,,0,3,0,,0,0,,,0,,,,0,,,0,0,0,,,None,match-5,,,0
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure sandstormRocketCargoSuccess size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure klQQqapPjwO3jnpN8Dieequh3OI3 cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch 9fv7QhcLPsfU59sRrPq7LcJlD8J3 fillChoice sandstormCargoShipCargoSuccess strongMedium functional teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 0 0 Ludicrous team-4156 L1 0 1 0 0 0 0 {'contribution': 'Equal', 'notes': 'awkward grabber', 'fillChoice': '', 'strategy': 'place balls in cargo, solely offensive', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-4156', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'match': 'match-16', 'size': '', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'None', 'functional': '', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': ''} 0 0 0 0 L1 match-16 3
3 Ball Large slow team-4156 L2 L2 N/A {'notes': 'super cool hab 3 climbing', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-4156', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-28', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 3', 'functional': 'No', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'} Low Hab II Cargo Neither Yes Cargo Equal match-28 N/A L3
4 0 0 0 0 0 slow team-4156 L1 0 3 0 0 0 0 0 0 0 0 None match-5 0

3
data analysis/dep/2019/matches/team-4292.csv Normal file
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nTG6cThsi9TB9mTkcwuo5bKEo9B3,9fv7QhcLPsfU59sRrPq7LcJlD8J3
"{'contribution': 'Weak', 'notes': 'did not put hatch on in storm', 'fillChoice': '', 'strategy': 'no great strategy. hatch for cargo ship once but was not efficient. then switched to pinning but wasn’t great eirher', 'cargoSuccessTeleop': 'High', 'strongMedium': 'Hatch', 'teamDBRef': 'team-4292', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-22', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'startingHatch': 'Hab II', 'lowRocketSuccessTeleop': ''}",
,"{'contribution': '', 'notes': 'potato ', 'fillChoice': '', 'cargoSuccess': '', 'cargoSuccessTeleop': '', 'strongMedium': '', 'teamDBRef': 'team-4292', 'hiRocketSuccessTeleop': '', 'speed': '', 'lowRocketSuccess': '', 'match': 'match-3', 'size': '', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'lowRocketSuccessTeleop': '', 'startingHatch': '', 'hiRocketSuccess': ''}"
1 nTG6cThsi9TB9mTkcwuo5bKEo9B3 9fv7QhcLPsfU59sRrPq7LcJlD8J3
2 {'contribution': 'Weak', 'notes': 'did not put hatch on in storm', 'fillChoice': '', 'strategy': 'no great strategy. hatch for cargo ship once but was not efficient. then switched to pinning but wasn’t great eirher', 'cargoSuccessTeleop': 'High', 'strongMedium': 'Hatch', 'teamDBRef': 'team-4292', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-22', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'startingHatch': 'Hab II', 'lowRocketSuccessTeleop': ''}
3 {'contribution': '', 'notes': 'potato ', 'fillChoice': '', 'cargoSuccess': '', 'cargoSuccessTeleop': '', 'strongMedium': '', 'teamDBRef': 'team-4292', 'hiRocketSuccessTeleop': '', 'speed': '', 'lowRocketSuccess': '', 'match': 'match-3', 'size': '', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'lowRocketSuccessTeleop': '', 'startingHatch': '', 'hiRocketSuccess': ''}

2
data analysis/dep/2019/matches/team-4296.csv Normal file
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gmkR7hN4D1fQguey5X5V48d3PhO2
"{'contribution': 'Equal', 'notes': 'slow cycle time', 'fillChoice': '', 'strategy': 'fill cargo w balls (speed doesn’t matter)', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Neither', 'teamDBRef': 'team-4296', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-16', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': '', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': 'N/A'}"
1 gmkR7hN4D1fQguey5X5V48d3PhO2
2 {'contribution': 'Equal', 'notes': 'slow cycle time', 'fillChoice': '', 'strategy': 'fill cargo w balls (speed doesn’t matter)', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Neither', 'teamDBRef': 'team-4296', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-16', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': '', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': 'N/A'}

6
data analysis/dep/2019/matches/team-4645.csv Normal file
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gmkR7hN4D1fQguey5X5V48d3PhO2,strongMediumTeleop,nTG6cThsi9TB9mTkcwuo5bKEo9B3,jouGPhPF0qME5wNIbd86MzYFsGw2,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,lowRocketSuccessTeleop,klQQqapPjwO3jnpN8Dieequh3OI3,cargoSuccessTeleop,functional,fillChoice,strongMedium,fillChoiceTeleop,contrubution,hiRocketSuccessTeleop,match,endingHab,startingHatch
"{'notes': 'dud, malfunction', 'contribution': 'Weak', 'fillChoice': '', 'strategy': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-4645', 'speed': '', 'hiRocketSuccessTeleop': '', 'match': 'match-18', 'size': '', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': '', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': ''}",,,,,,,,,,,,,,,,,,,,,
,,,,,,,,,,,"{'contribution': 'Weak', 'notes': '', 'fillChoice': '', 'strategy': '', 'cargoSuccessTeleop': '', 'strongMedium': 'Neither', 'teamDBRef': 'team-4645', 'hiRocketSuccessTeleop': '', 'speed': 'Slow', 'match': 'match-26', 'size': 'Medium', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': 'None', 'functional': 'No', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}",,,,,,,,,,
,,"{'contribution': 'Weak', 'notes': '', 'fillChoice': '', 'strategy': 'tried to pin opponent i think.', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-4645', 'hiRocketSuccessTeleop': '', 'speed': 'Slow', 'match': 'match-34', 'size': 'Medium', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,,
,,,"{'notes': '', 'contribution': '', 'fillChoice': '', 'strongMedium': 'Neither', 'cargoSuccessTeleop': 'N/A', 'teamDBRef': 'team-4645', 'speed': 'idk', 'hiRocketSuccessTeleop': '', 'size': 'Large', 'match': 'match-4', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'No', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,
,Neither,,,IDK,slow,Defense,team-4645,None,None,N/A,,N/A,No,None,Neither,None,IDK,N/A,match-45,L1,Hab I
1 gmkR7hN4D1fQguey5X5V48d3PhO2 strongMediumTeleop nTG6cThsi9TB9mTkcwuo5bKEo9B3 jouGPhPF0qME5wNIbd86MzYFsGw2 size speed strategy teamDBRef sandstormCross sandstormCrossBonus lowRocketSuccessTeleop klQQqapPjwO3jnpN8Dieequh3OI3 cargoSuccessTeleop functional fillChoice strongMedium fillChoiceTeleop contrubution hiRocketSuccessTeleop match endingHab startingHatch
2 {'notes': 'dud, malfunction', 'contribution': 'Weak', 'fillChoice': '', 'strategy': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-4645', 'speed': '', 'hiRocketSuccessTeleop': '', 'match': 'match-18', 'size': '', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': '', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': ''}
3 {'contribution': 'Weak', 'notes': '', 'fillChoice': '', 'strategy': '', 'cargoSuccessTeleop': '', 'strongMedium': 'Neither', 'teamDBRef': 'team-4645', 'hiRocketSuccessTeleop': '', 'speed': 'Slow', 'match': 'match-26', 'size': 'Medium', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': 'None', 'functional': 'No', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}
4 {'contribution': 'Weak', 'notes': '', 'fillChoice': '', 'strategy': 'tried to pin opponent i think.', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-4645', 'hiRocketSuccessTeleop': '', 'speed': 'Slow', 'match': 'match-34', 'size': 'Medium', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}
5 {'notes': '', 'contribution': '', 'fillChoice': '', 'strongMedium': 'Neither', 'cargoSuccessTeleop': 'N/A', 'teamDBRef': 'team-4645', 'speed': 'idk', 'hiRocketSuccessTeleop': '', 'size': 'Large', 'match': 'match-4', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'No', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}
6 Neither IDK slow Defense team-4645 None None N/A N/A No None Neither None IDK N/A match-45 L1 Hab I

7
data analysis/dep/2019/matches/team-4702.csv Normal file
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@@ -0,0 +1,7 @@
sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,jouGPhPF0qME5wNIbd86MzYFsGw2,size,nTG6cThsi9TB9mTkcwuo5bKEo9B3,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,klQQqapPjwO3jnpN8Dieequh3OI3,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,fillChoice,functional,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
0,0,0,,1,0,,,,Medium,,team-4702,L1,,1,2,0,,0,0,,,0,,,,0,,0,0,0,,,L1,match-12,,,0
,,,,,,"{'notes': 'tried to let another robot climb to have 3', 'contribution': 'Weak', 'cargoSuccess': 'Low', 'fillChoice': 'Cargo', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-4702', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': '', 'size': 'Large', 'match': 'match-2', 'fillChoiceTeleop': '', 'strongMediumTeleop': 'Hatch', 'lowRocketSuccessTeleop': 'Low', 'startingHatch': 'Hab I', 'hiRocketSuccess': 'N/A'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,Hatch,,,,Small,,Fast,,team-4702,L1,L1,,,,N/A,,,,Low,,Hab I,Cargo,No,,Neither,,,,Cargo,Weak,,match-26,N/A,L1,
,,,,,,,,,,,,,,,,,,,,"{'contribution': 'Weak', 'notes': 'has a ramp to hab 3 for another team to climb on', 'fillChoice': '', 'strategy': '', 'cargoSuccessTeleop': 'Low', 'strongMedium': '', 'teamDBRef': 'team-4702', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-31', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': '', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': ''}",,,,,,,,,,,,,,,,,
,,,Hatch,,,,Large,,slow,,team-4702,L1,L1,,,,N/A,,,,Low,,Hab I,None,No,,Neither,,,,Cargo,Equal,,match-40,N/A,L3,
,,,,,,,,"{'contribution': 'Weak', 'notes': '', 'fillChoice': 'Cargo', 'strategy': 'hatch on cargi', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Hatch', 'teamDBRef': 'team-4702', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-48', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Yes', 'startingHatch': 'Hab II', 'lowRocketSuccessTeleop': ''}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure sandstormRocketCargoSuccess jouGPhPF0qME5wNIbd86MzYFsGw2 size nTG6cThsi9TB9mTkcwuo5bKEo9B3 speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure klQQqapPjwO3jnpN8Dieequh3OI3 cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch fillChoice functional sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 1 0 Medium team-4702 L1 1 2 0 0 0 0 0 0 0 0 L1 match-12 0
3 {'notes': 'tried to let another robot climb to have 3', 'contribution': 'Weak', 'cargoSuccess': 'Low', 'fillChoice': 'Cargo', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-4702', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': '', 'size': 'Large', 'match': 'match-2', 'fillChoiceTeleop': '', 'strongMediumTeleop': 'Hatch', 'lowRocketSuccessTeleop': 'Low', 'startingHatch': 'Hab I', 'hiRocketSuccess': 'N/A'}
4 Hatch Small Fast team-4702 L1 L1 N/A Low Hab I Cargo No Neither Cargo Weak match-26 N/A L1
5 {'contribution': 'Weak', 'notes': 'has a ramp to hab 3 for another team to climb on', 'fillChoice': '', 'strategy': '', 'cargoSuccessTeleop': 'Low', 'strongMedium': '', 'teamDBRef': 'team-4702', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-31', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': '', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': ''}
6 Hatch Large slow team-4702 L1 L1 N/A Low Hab I None No Neither Cargo Equal match-40 N/A L3
7 {'contribution': 'Weak', 'notes': '', 'fillChoice': 'Cargo', 'strategy': 'hatch on cargi', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Hatch', 'teamDBRef': 'team-4702', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-48', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Yes', 'startingHatch': 'Hab II', 'lowRocketSuccessTeleop': ''}

2
data analysis/dep/2019/matches/team-4748.csv Normal file
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sandstormCrossBonus,strongMediumTeleop,fillChoiceTeleop,cargoSuccessTeleop,contrubution,functional,lowRocketSuccessTeleop,startingHatch,size,speed,hiRocketSuccessTeleop,strategy,match,fillChoice,endingHab,teamDBRef,strongMedium,sandstormCross
L2,Neither,None,N/A,IDK,No,N/A,Hab II,IDK,Medium,N/A,Blocking/raming,match-24,None,None,team-4748,Neither,L2
1 sandstormCrossBonus strongMediumTeleop fillChoiceTeleop cargoSuccessTeleop contrubution functional lowRocketSuccessTeleop startingHatch size speed hiRocketSuccessTeleop strategy match fillChoice endingHab teamDBRef strongMedium sandstormCross
2 L2 Neither None N/A IDK No N/A Hab II IDK Medium N/A Blocking/raming match-24 None None team-4748 Neither L2

4
data analysis/dep/2019/matches/team-4787.csv Normal file
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nTG6cThsi9TB9mTkcwuo5bKEo9B3
"{'notes': '', 'contribution': 'Equal', 'fillChoice': '', 'strategy': 'pinned and prevented opponent from moving freely and scoring ', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-4787', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': 'Large', 'match': 'match-24', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'None', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}"
"{'notes': '', 'contribution': 'Weak', 'fillChoice': '', 'strategy': 'pin opponent but just ran around most of the time', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-4787', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-33', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}"
"{'notes': '', 'contribution': 'Weak', 'fillChoice': '', 'strategy': 'robot doesn’t work', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-4787', 'speed': '', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Medium', 'match': 'match-56', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'Hab 2', 'functional': 'No', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II'}"
1 nTG6cThsi9TB9mTkcwuo5bKEo9B3
2 {'notes': '', 'contribution': 'Equal', 'fillChoice': '', 'strategy': 'pinned and prevented opponent from moving freely and scoring ', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-4787', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': 'Large', 'match': 'match-24', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'None', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}
3 {'notes': '', 'contribution': 'Weak', 'fillChoice': '', 'strategy': 'pin opponent but just ran around most of the time', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-4787', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-33', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}
4 {'notes': '', 'contribution': 'Weak', 'fillChoice': '', 'strategy': 'robot doesn’t work', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-4787', 'speed': '', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Medium', 'match': 'match-56', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'Hab 2', 'functional': 'No', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II'}

5
data analysis/dep/2019/matches/team-48.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,jouGPhPF0qME5wNIbd86MzYFsGw2,speed,teamDBRef,sandstormCross,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,teleOpRocketHatchFailure,teleOpRocketCargoFailure,sandstormCargoShipHatchSuccess,e0Q3j2NrXuYvSrgZ5UZQ89UMvXY2,sandstormCargoShipCargoSuccess,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,HABClimb,match,teleOpCargoShipCargoSuccess
0,0,0,0,0,,Medium,team-48,L2,0,1,0,1,1,1,,0,0,0,0,L1,match-17,0
,,,,,"{'contribution': 'Great', 'notes': '', 'fillChoice': 'Cargo', 'strategy': 'good jab climber and hatch placer ', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-48', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'match': 'match-22', 'size': 'Small', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 3', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,"{'contribution': '', 'notes': 'this team is really good, really strong with balls, fast, and has a ramp system to get up to hab 3 ', 'fillChoice': 'Cargo', 'strategy': '', 'cargoSuccessTeleop': '', 'strongMedium': 'Ball', 'teamDBRef': 'team-48', 'hiRocketSuccessTeleop': '', 'speed': 'Fast', 'match': 'match-31', 'size': 'Large', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': 'Yes', 'startingHatch': 'idk', 'lowRocketSuccessTeleop': ''}",,,,,,,
0,0,0,0,0,"{'notes': '', 'contribution': 'Great', 'fillChoice': 'Cargo', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-48', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': 'Large', 'match': 'match-9', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'None', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}",Fast,team-48,None,0,0,0,0,0,1,,0,0,0,0,L1,match-9,1
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess teleOpCargoShipHatchFailure sandstormRocketCargoSuccess jouGPhPF0qME5wNIbd86MzYFsGw2 speed teamDBRef sandstormCross teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure teleOpRocketHatchFailure teleOpRocketCargoFailure sandstormCargoShipHatchSuccess e0Q3j2NrXuYvSrgZ5UZQ89UMvXY2 sandstormCargoShipCargoSuccess teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure HABClimb match teleOpCargoShipCargoSuccess
2 0 0 0 0 0 Medium team-48 L2 0 1 0 1 1 1 0 0 0 0 L1 match-17 0
3 {'contribution': 'Great', 'notes': '', 'fillChoice': 'Cargo', 'strategy': 'good jab climber and hatch placer ', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-48', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'match': 'match-22', 'size': 'Small', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 3', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': 'Hab I'}
4 {'contribution': '', 'notes': 'this team is really good, really strong with balls, fast, and has a ramp system to get up to hab 3 ', 'fillChoice': 'Cargo', 'strategy': '', 'cargoSuccessTeleop': '', 'strongMedium': 'Ball', 'teamDBRef': 'team-48', 'hiRocketSuccessTeleop': '', 'speed': 'Fast', 'match': 'match-31', 'size': 'Large', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': 'Yes', 'startingHatch': 'idk', 'lowRocketSuccessTeleop': ''}
5 0 0 0 0 0 {'notes': '', 'contribution': 'Great', 'fillChoice': 'Cargo', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-48', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': 'Large', 'match': 'match-9', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'None', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'} Fast team-48 None 0 0 0 0 0 1 0 0 0 0 L1 match-9 1

5
data analysis/dep/2019/matches/team-5125.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,strongMediumTeleop,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,teleOpCargoShipCargoSuccess,9fv7QhcLPsfU59sRrPq7LcJlD8J3,functional,fillChoice,strongMedium,sandstormCargoShipCargoSuccess,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,hiRocketSuccessTeleop,match,endingHab,startingHatch
,,,,,,,,,,,,,,,,,,,,,"{'notes': '', 'contribution': 'Weak', 'fillChoice': '', 'strategy': 'defensive / offensive bad driver', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-5125', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-17', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': ''}",,,,,,,,,,,,,,
,,,,,,,,,,,,,,,,,,,,,"{'contribution': '', 'notes': 'had an autonomous period, went fast but ran into something and couldn’t place a hatch', 'fillChoice': 'Cargo', 'strategy': 'fill low ball in cargo, offensive. ', 'cargoSuccessTeleop': '', 'strongMedium': 'Ball', 'teamDBRef': 'team-5125', 'hiRocketSuccessTeleop': '', 'speed': '', 'match': 'match-27', 'size': '', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 2', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': ''}",,,,,,,,,,,,,,
,,Ball,,,,IDK,slow,"Cargo, but under heavy defense",team-5125,L2,L2,,,,Low,,,N/A,,,,No,None,Neither,,,,,Low Rocket,IDK,,N/A,match-34,None,Hab II
0,0,,0,0,0,,Medium,,team-5125,None,,0,0,0,,0,0,,0,1,,,,,0,0,0,0,,,L1,,match-7,,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess strongMediumTeleop sandstormRocketHatchSuccess teleOpCargoShipHatchFailure sandstormRocketCargoSuccess size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess teleOpCargoShipCargoSuccess 9fv7QhcLPsfU59sRrPq7LcJlD8J3 functional fillChoice strongMedium sandstormCargoShipCargoSuccess teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb hiRocketSuccessTeleop match endingHab startingHatch
2 {'notes': '', 'contribution': 'Weak', 'fillChoice': '', 'strategy': 'defensive / offensive bad driver', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-5125', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-17', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': ''}
3 {'contribution': '', 'notes': 'had an autonomous period, went fast but ran into something and couldn’t place a hatch', 'fillChoice': 'Cargo', 'strategy': 'fill low ball in cargo, offensive. ', 'cargoSuccessTeleop': '', 'strongMedium': 'Ball', 'teamDBRef': 'team-5125', 'hiRocketSuccessTeleop': '', 'speed': '', 'match': 'match-27', 'size': '', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 2', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': ''}
4 Ball IDK slow Cargo, but under heavy defense team-5125 L2 L2 Low N/A No None Neither Low Rocket IDK N/A match-34 None Hab II
5 0 0 0 0 0 Medium team-5125 None 0 0 0 0 0 0 1 0 0 0 0 L1 match-7

3
data analysis/dep/2019/matches/team-5148.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,speed,teamDBRef,sandstormCross,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,teleOpRocketHatchFailure,teleOpRocketCargoFailure,sandstormCargoShipHatchSuccess,9fv7QhcLPsfU59sRrPq7LcJlD8J3,sandstormCargoShipCargoSuccess,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,HABClimb,match,teleOpCargoShipCargoSuccess
0,0,0,0,0,Medium,team-5148,L1,0,0,0,0,0,0,,0,0,0,1,L1,match-10,2
,,,,,,,,,,,,,,"{'contribution': 'Weak', 'notes': 'giant, cumbersome grabber ', 'fillChoice': 'Low Rocket', 'strategy': 'somewhat defensive, concentrate on cargo balls', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Hatch', 'teamDBRef': 'team-5148', 'hiRocketSuccessTeleop': '', 'speed': '', 'match': 'match-33', 'size': 'Jumbo', 'fillChoiceTeleop': '', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': 'No', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,,,,,,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess teleOpCargoShipHatchFailure sandstormRocketCargoSuccess speed teamDBRef sandstormCross teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure teleOpRocketHatchFailure teleOpRocketCargoFailure sandstormCargoShipHatchSuccess 9fv7QhcLPsfU59sRrPq7LcJlD8J3 sandstormCargoShipCargoSuccess teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure HABClimb match teleOpCargoShipCargoSuccess
2 0 0 0 0 0 Medium team-5148 L1 0 0 0 0 0 0 0 0 0 1 L1 match-10 2
3 {'contribution': 'Weak', 'notes': 'giant, cumbersome grabber ', 'fillChoice': 'Low Rocket', 'strategy': 'somewhat defensive, concentrate on cargo balls', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Hatch', 'teamDBRef': 'team-5148', 'hiRocketSuccessTeleop': '', 'speed': '', 'match': 'match-33', 'size': 'Jumbo', 'fillChoiceTeleop': '', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': 'No', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}

4
data analysis/dep/2019/matches/team-5350.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,jouGPhPF0qME5wNIbd86MzYFsGw2,sandstormRocketCargoSuccess,speed,teamDBRef,sandstormCross,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,teleOpRocketHatchFailure,teleOpRocketCargoFailure,klQQqapPjwO3jnpN8Dieequh3OI3,sandstormCargoShipHatchSuccess,sandstormCargoShipCargoSuccess,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,HABClimb,match,teleOpCargoShipCargoSuccess
,,,,"{'notes': 'unable to move can only pivot', 'contribution': 'Weak', 'fillChoice': '', 'strategy': 'did nothing ', 'cargoSuccessTeleop': '', 'strongMedium': 'Neither', 'teamDBRef': 'team-5350', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-17', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'No', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': ''}",,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,"{'notes': '', 'contribution': 'Weak', 'fillChoice': '', 'strategy': '', 'strongMedium': 'Neither', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-5350', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-29', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'No', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,,,,,,,
0,0,0,0,,0,slow,team-5350,None,0,0,0,0,0,,0,0,0,0,0,None,match-8,0
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess teleOpCargoShipHatchFailure jouGPhPF0qME5wNIbd86MzYFsGw2 sandstormRocketCargoSuccess speed teamDBRef sandstormCross teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure teleOpRocketHatchFailure teleOpRocketCargoFailure klQQqapPjwO3jnpN8Dieequh3OI3 sandstormCargoShipHatchSuccess sandstormCargoShipCargoSuccess teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure HABClimb match teleOpCargoShipCargoSuccess
2 {'notes': 'unable to move can only pivot', 'contribution': 'Weak', 'fillChoice': '', 'strategy': 'did nothing ', 'cargoSuccessTeleop': '', 'strongMedium': 'Neither', 'teamDBRef': 'team-5350', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-17', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'No', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': ''}
3 {'notes': '', 'contribution': 'Weak', 'fillChoice': '', 'strategy': '', 'strongMedium': 'Neither', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-5350', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-29', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'No', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}
4 0 0 0 0 0 slow team-5350 None 0 0 0 0 0 0 0 0 0 0 None match-8 0

5
data analysis/dep/2019/matches/team-5822.csv Normal file
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gmkR7hN4D1fQguey5X5V48d3PhO2,sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,nTG6cThsi9TB9mTkcwuo5bKEo9B3,speed,teamDBRef,sandstormCross,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,teleOpRocketHatchFailure,teleOpRocketCargoFailure,sandstormCargoShipHatchSuccess,sandstormCargoShipCargoSuccess,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,HABClimb,match,teleOpCargoShipCargoSuccess
,0,0,0,0,0,,Fast,team-5822,L2,0,4,0,1,1,0,0,0,0,0,L1,match-10,0
,0,0,1,0,0,,slow,team-5822,L2,1,3,0,1,1,0,0,0,0,0,L1,match-20,0
"{'notes': '', 'contribution': '', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-5822', 'speed': '', 'hiRocketSuccessTeleop': 'High', 'size': 'Medium', 'match': 'match-36', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': '', 'lowRocketSuccessTeleop': 'High', 'startingHatch': 'Hab II'}",,,,,,"{'notes': '', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': 'placed hatch on rocket', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-5822', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'High', 'size': 'Jumbo', 'match': 'match-36', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'High', 'startingHatch': 'idk'}",,,,,,,,,,,,,,,,
,0,0,0,0,0,,slow,team-5822,L2,1,2,0,1,1,0,0,0,0,0,L1,match-6,0
1 gmkR7hN4D1fQguey5X5V48d3PhO2 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess teleOpCargoShipHatchFailure sandstormRocketCargoSuccess nTG6cThsi9TB9mTkcwuo5bKEo9B3 speed teamDBRef sandstormCross teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure teleOpRocketHatchFailure teleOpRocketCargoFailure sandstormCargoShipHatchSuccess sandstormCargoShipCargoSuccess teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure HABClimb match teleOpCargoShipCargoSuccess
2 0 0 0 0 0 Fast team-5822 L2 0 4 0 1 1 0 0 0 0 0 L1 match-10 0
3 0 0 1 0 0 slow team-5822 L2 1 3 0 1 1 0 0 0 0 0 L1 match-20 0
4 {'notes': '', 'contribution': '', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Mid', 'teamDBRef': 'team-5822', 'speed': '', 'hiRocketSuccessTeleop': 'High', 'size': 'Medium', 'match': 'match-36', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': '', 'lowRocketSuccessTeleop': 'High', 'startingHatch': 'Hab II'} {'notes': '', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': 'placed hatch on rocket', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-5822', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'High', 'size': 'Jumbo', 'match': 'match-36', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'High', 'startingHatch': 'idk'}
5 0 0 0 0 0 slow team-5822 L2 1 2 0 1 1 0 0 0 0 0 L1 match-6 0

5
data analysis/dep/2019/matches/team-5847.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,e0Q3j2NrXuYvSrgZ5UZQ89UMvXY2,fillChoice,functional,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
0,0,0,,0,0,,slow,,team-5847,L2,,1,1,0,,0,0,,1,,,,,0,,0,0,0,,,L1,match-18,,,0
,,,Neither,,,Medium,slow,Defense,team-5847,L2,L2,,,,N/A,,,Low,,Hab II,"{'notes': '', 'contribution': '', 'fillChoice': 'Low Rocket', 'strategy': '', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'N/A', 'teamDBRef': 'team-5847', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Medium', 'match': 'match-30', 'fillChoiceTeleop': '', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab II'}",None,Yes,,Neither,,,,None,Equal,,match-30,N/A,L3,
,,,,,,,,,,,,,,,,,,,,,"{'contribution': 'Equal', 'notes': '', 'fillChoice': '', 'strategy': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-5847', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'match': 'match-36', 'size': '', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': '', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,
0,0,0,,0,0,,Fast,,team-5847,L2,,3,0,0,,0,0,,1,,,,,0,,0,0,0,,,L3,match-8,,,0
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure sandstormRocketCargoSuccess size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch e0Q3j2NrXuYvSrgZ5UZQ89UMvXY2 fillChoice functional sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 0 0 slow team-5847 L2 1 1 0 0 0 1 0 0 0 0 L1 match-18 0
3 Neither Medium slow Defense team-5847 L2 L2 N/A Low Hab II {'notes': '', 'contribution': '', 'fillChoice': 'Low Rocket', 'strategy': '', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'N/A', 'teamDBRef': 'team-5847', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Medium', 'match': 'match-30', 'fillChoiceTeleop': '', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab II'} None Yes Neither None Equal match-30 N/A L3
4 {'contribution': 'Equal', 'notes': '', 'fillChoice': '', 'strategy': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-5847', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'match': 'match-36', 'size': '', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': '', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}
5 0 0 0 0 0 Fast team-5847 L2 3 0 0 0 0 1 0 0 0 0 L3 match-8 0

4
data analysis/dep/2019/matches/team-5934.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,strongMediumTeleop,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,nTG6cThsi9TB9mTkcwuo5bKEo9B3,size,sandstormRocketCargoSuccess,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,teleOpCargoShipCargoSuccess,functional,fillChoice,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,hiRocketSuccessTeleop,match,endingHab,startingHatch
,,,,,"{'contribution': 'Equal', 'notes': '', 'fillChoice': 'Cargo', 'strategy': 'hatch panels ', 'cargoSuccessTeleop': 'High', 'strongMedium': 'Ball', 'teamDBRef': 'team-5934', 'hiRocketSuccessTeleop': '', 'speed': 'Fast', 'match': 'match-31', 'size': 'Large', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,Both,,,,Large,,Fast,,team-5934,L1,L1,,,,N/A,,,Mid,,,Yes,Cargo,,Ball,,,,Cargo,Equal,,N/A,match-37,None,Hab I
0,0,,0,0,,,0,Ludicrous,,team-5934,L1,,2,0,0,,0,0,,0,5,,,1,,0,0,0,,,L1,,match-6,,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess strongMediumTeleop sandstormRocketHatchSuccess teleOpCargoShipHatchFailure nTG6cThsi9TB9mTkcwuo5bKEo9B3 size sandstormRocketCargoSuccess speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess teleOpCargoShipCargoSuccess functional fillChoice sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb hiRocketSuccessTeleop match endingHab startingHatch
2 {'contribution': 'Equal', 'notes': '', 'fillChoice': 'Cargo', 'strategy': 'hatch panels ', 'cargoSuccessTeleop': 'High', 'strongMedium': 'Ball', 'teamDBRef': 'team-5934', 'hiRocketSuccessTeleop': '', 'speed': 'Fast', 'match': 'match-31', 'size': 'Large', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}
3 Both Large Fast team-5934 L1 L1 N/A Mid Yes Cargo Ball Cargo Equal N/A match-37 None Hab I
4 0 0 0 0 0 Ludicrous team-5934 L1 2 0 0 0 0 0 5 1 0 0 0 L1 match-6

2
data analysis/dep/2019/matches/team-6651.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,speed,teamDBRef,sandstormCross,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,teleOpRocketHatchFailure,teleOpRocketCargoFailure,klQQqapPjwO3jnpN8Dieequh3OI3,sandstormCargoShipHatchSuccess,sandstormCargoShipCargoSuccess,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,HABClimb,match,teleOpCargoShipCargoSuccess
0,0,0,0,0,Medium,team-6651,L1,0,0,0,0,0,"{'notes': '', 'contribution': '', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-6651', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-17', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Sorta', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",0,0,0,0,1,L1,match-17,0
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess teleOpCargoShipHatchFailure sandstormRocketCargoSuccess speed teamDBRef sandstormCross teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure teleOpRocketHatchFailure teleOpRocketCargoFailure klQQqapPjwO3jnpN8Dieequh3OI3 sandstormCargoShipHatchSuccess sandstormCargoShipCargoSuccess teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure HABClimb match teleOpCargoShipCargoSuccess
2 0 0 0 0 0 Medium team-6651 L1 0 0 0 0 0 {'notes': '', 'contribution': '', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-6651', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-17', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Sorta', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'} 0 0 0 0 1 L1 match-17 0

4
data analysis/dep/2019/matches/team-6823.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,strongMediumTeleop,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,jouGPhPF0qME5wNIbd86MzYFsGw2,size,sandstormRocketCargoSuccess,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,mf0oyBolLjZgC9wALSwSb6IvE0T2,teleOpCargoShipCargoSuccess,functional,fillChoice,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,hiRocketSuccessTeleop,match,endingHab,startingHatch
,,,,,"{'contribution': 'Weak', 'notes': 'never moved', 'fillChoice': '', 'strategy': 'never moved', 'cargoSuccessTeleop': '', 'strongMedium': 'Neither', 'teamDBRef': 'team-6823', 'hiRocketSuccessTeleop': '', 'speed': '', 'match': 'match-13', 'size': 'Large', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'None', 'functional': 'No', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': ''}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,Ball,,,,Large,,Medium,,team-6823,L1,L1,,,,N/A,,,High,,"{'notes': '', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-6823', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'Low', 'size': 'Large', 'match': 'match-30', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'Low', 'startingHatch': 'Hab II'}",,Sorta,Cargo,,Neither,,,,Cargo,Equal,,N/A,match-30,L1,Hab I
0,0,,0,0,,,0,Fast,,team-6823,None,,2,0,0,,0,0,,0,,0,,,0,,0,0,0,,,L1,,match-9,,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess strongMediumTeleop sandstormRocketHatchSuccess teleOpCargoShipHatchFailure jouGPhPF0qME5wNIbd86MzYFsGw2 size sandstormRocketCargoSuccess speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess mf0oyBolLjZgC9wALSwSb6IvE0T2 teleOpCargoShipCargoSuccess functional fillChoice sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb hiRocketSuccessTeleop match endingHab startingHatch
2 {'contribution': 'Weak', 'notes': 'never moved', 'fillChoice': '', 'strategy': 'never moved', 'cargoSuccessTeleop': '', 'strongMedium': 'Neither', 'teamDBRef': 'team-6823', 'hiRocketSuccessTeleop': '', 'speed': '', 'match': 'match-13', 'size': 'Large', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'None', 'functional': 'No', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': ''}
3 Ball Large Medium team-6823 L1 L1 N/A High {'notes': '', 'contribution': 'Equal', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-6823', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'Low', 'size': 'Large', 'match': 'match-30', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'Low', 'startingHatch': 'Hab II'} Sorta Cargo Neither Cargo Equal N/A match-30 L1 Hab I
4 0 0 0 0 0 Fast team-6823 None 2 0 0 0 0 0 0 0 0 0 0 L1 match-9

5
data analysis/dep/2019/matches/team-6906.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,nTG6cThsi9TB9mTkcwuo5bKEo9B3,sandstormRocketCargoSuccess,jouGPhPF0qME5wNIbd86MzYFsGw2,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,fillChoice,functional,sandstormCargoShipCargoSuccess,strongMedium,9fv7QhcLPsfU59sRrPq7LcJlD8J3,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
0,0,0,,0,"{'notes': '', 'contribution': 'Weak', 'fillChoice': '', 'strategy': 'did not do anything ', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-6906', 'speed': 'Slow', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Jumbo', 'match': 'match-12', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",0,,,slow,,team-6906,L1,,0,0,0,,0,0,,0,,,,0,,,0,0,0,,,L1,match-12,,,0
,,,,,,,"{'notes': 'plays defense', 'contribution': 'Equal', 'fillChoice': 'None', 'strategy': 'very strong defensive robot also had limited capability to attach hatch panels', 'strongMedium': 'Neither', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-6906', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Jumbo', 'match': 'match-29', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
,,,Neither,,,,,Medium,slow,Defense,team-6906,L1,L1,,,,N/A,,,N/A,,Hab I,None,Yes,,Neither,,,,,None,Weak,,match-53,N/A,L1,
,,,,,,,,,,,,,,,,,,,,,,,,,,,"{'contribution': 'Weak', 'notes': 'defensive but miserably slow', 'fillChoice': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-6906', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'match': 'match-7', 'size': '', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Neither', 'endingHab': 'None', 'functional': 'Sorta', 'lowRocketSuccessTeleop': 'Low', 'startingHatch': 'None'}",,,,,,,,,,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure nTG6cThsi9TB9mTkcwuo5bKEo9B3 sandstormRocketCargoSuccess jouGPhPF0qME5wNIbd86MzYFsGw2 size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch fillChoice functional sandstormCargoShipCargoSuccess strongMedium 9fv7QhcLPsfU59sRrPq7LcJlD8J3 teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 0 {'notes': '', 'contribution': 'Weak', 'fillChoice': '', 'strategy': 'did not do anything ', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-6906', 'speed': 'Slow', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Jumbo', 'match': 'match-12', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'} 0 slow team-6906 L1 0 0 0 0 0 0 0 0 0 0 L1 match-12 0
3 {'notes': 'plays defense', 'contribution': 'Equal', 'fillChoice': 'None', 'strategy': 'very strong defensive robot also had limited capability to attach hatch panels', 'strongMedium': 'Neither', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-6906', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Jumbo', 'match': 'match-29', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': 'Hab I'}
4 Neither Medium slow Defense team-6906 L1 L1 N/A N/A Hab I None Yes Neither None Weak match-53 N/A L1
5 {'contribution': 'Weak', 'notes': 'defensive but miserably slow', 'fillChoice': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-6906', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'match': 'match-7', 'size': '', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': 'Neither', 'endingHab': 'None', 'functional': 'Sorta', 'lowRocketSuccessTeleop': 'Low', 'startingHatch': 'None'}

4
data analysis/dep/2019/matches/team-6968.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,speed,teamDBRef,sandstormCross,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,teleOpRocketHatchFailure,teleOpRocketCargoFailure,sandstormCargoShipHatchSuccess,9fv7QhcLPsfU59sRrPq7LcJlD8J3,sandstormCargoShipCargoSuccess,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,HABClimb,match,teleOpCargoShipCargoSuccess
0,0,0,0,0,slow,team-6968,L1,0,1,0,0,0,1,,0,0,0,0,None,match-11,0
,,,,,,,,,,,,,,"{'contribution': 'Equal', 'notes': 'weak auto, yet filled a lot of hatches offensively on Teleop on the rocket', 'fillChoice': 'Cargo', 'strategy': 'fill all hatches on rocket', 'cargoSuccessTeleop': '', 'strongMedium': 'Hatch', 'teamDBRef': 'team-6968', 'hiRocketSuccessTeleop': 'Mid', 'speed': '', 'match': 'match-32', 'size': '', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'No', 'startingHatch': '', 'lowRocketSuccessTeleop': 'Mid'}",,,,,,,
0,0,0,0,0,Medium,team-6968,L1,0,0,0,1,1,0,,0,0,0,1,L1,match-4,0
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess teleOpCargoShipHatchFailure sandstormRocketCargoSuccess speed teamDBRef sandstormCross teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure teleOpRocketHatchFailure teleOpRocketCargoFailure sandstormCargoShipHatchSuccess 9fv7QhcLPsfU59sRrPq7LcJlD8J3 sandstormCargoShipCargoSuccess teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure HABClimb match teleOpCargoShipCargoSuccess
2 0 0 0 0 0 slow team-6968 L1 0 1 0 0 0 1 0 0 0 0 None match-11 0
3 {'contribution': 'Equal', 'notes': 'weak auto, yet filled a lot of hatches offensively on Teleop on the rocket', 'fillChoice': 'Cargo', 'strategy': 'fill all hatches on rocket', 'cargoSuccessTeleop': '', 'strongMedium': 'Hatch', 'teamDBRef': 'team-6968', 'hiRocketSuccessTeleop': 'Mid', 'speed': '', 'match': 'match-32', 'size': '', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'No', 'startingHatch': '', 'lowRocketSuccessTeleop': 'Mid'}
4 0 0 0 0 0 Medium team-6968 L1 0 0 0 1 1 0 0 0 0 1 L1 match-4 0

5
data analysis/dep/2019/matches/team-7237.csv Normal file
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nTG6cThsi9TB9mTkcwuo5bKEo9B3,gmkR7hN4D1fQguey5X5V48d3PhO2,jouGPhPF0qME5wNIbd86MzYFsGw2
"{'notes': 'hatch was not stuck on during storm ', 'contribution': 'Weak', 'fillChoice': 'Cargo', 'strategy': 'place ball into cargo ship', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-7237', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Small', 'match': 'match-14', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,
,,"{'notes': '', 'contribution': 'Weak', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-7237', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-18', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Both', 'endingHab': '', 'functional': 'Sorta', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}"
"{'notes': '', 'contribution': 'Great', 'fillChoice': '', 'strategy': 'hatch and ball in cargo ship', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-7237', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Medium', 'match': 'match-28', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}","{'contribution': 'Great', 'notes': '', 'fillChoice': 'Cargo', 'strategy': 'hatches, slow and steady', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Hatch', 'teamDBRef': 'team-7237', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-28', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Sorta', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': 'High'}",
,,"{'notes': 'collected 1 ball and couldn’t do anything with it', 'contribution': '', 'fillChoice': 'Cargo', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-7237', 'speed': 'Slow', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Medium', 'match': 'match-7', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}"
1 nTG6cThsi9TB9mTkcwuo5bKEo9B3 gmkR7hN4D1fQguey5X5V48d3PhO2 jouGPhPF0qME5wNIbd86MzYFsGw2
2 {'notes': 'hatch was not stuck on during storm ', 'contribution': 'Weak', 'fillChoice': 'Cargo', 'strategy': 'place ball into cargo ship', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-7237', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Small', 'match': 'match-14', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}
3 {'notes': '', 'contribution': 'Weak', 'fillChoice': 'Cargo', 'strategy': '', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-7237', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-18', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Both', 'endingHab': '', 'functional': 'Sorta', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}
4 {'notes': '', 'contribution': 'Great', 'fillChoice': '', 'strategy': 'hatch and ball in cargo ship', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'High', 'teamDBRef': 'team-7237', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Medium', 'match': 'match-28', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'} {'contribution': 'Great', 'notes': '', 'fillChoice': 'Cargo', 'strategy': 'hatches, slow and steady', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Hatch', 'teamDBRef': 'team-7237', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-28', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Sorta', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': 'High'}
5 {'notes': 'collected 1 ball and couldn’t do anything with it', 'contribution': '', 'fillChoice': 'Cargo', 'strongMedium': 'Ball', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-7237', 'speed': 'Slow', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Medium', 'match': 'match-7', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'Yes', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'Hab I'}

4
data analysis/dep/2019/matches/team-7560.csv Normal file
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sandstormCrossBonus,gmkR7hN4D1fQguey5X5V48d3PhO2,strongMediumTeleop,fillChoiceTeleop,cargoSuccessTeleop,contrubution,functional,lowRocketSuccessTeleop,startingHatch,nTG6cThsi9TB9mTkcwuo5bKEo9B3,size,speed,hiRocketSuccessTeleop,strategy,match,fillChoice,endingHab,teamDBRef,strongMedium,sandstormCross
,"{'notes': 'dud bot can’t complete objectives ', 'contribution': '', 'fillChoice': '', 'strategy': 'defense only', 'strongMedium': 'Neither', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-7560', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-17', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': 'None', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",,,,,,,,,,,,,,,,,,
,,,,,,,,,"{'notes': 'i think it got stuck on the habitat ', 'contribution': 'Weak', 'fillChoice': '', 'strategy': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-7560', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-27', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'Hab 2', 'functional': 'Sorta', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II'}",,,,,,,,,,
None,,Neither,None,N/A,Weak,Yes,N/A,Hab I,,IDK,slow,N/A,None,match-50,None,None,team-7560,Neither,None
1 sandstormCrossBonus gmkR7hN4D1fQguey5X5V48d3PhO2 strongMediumTeleop fillChoiceTeleop cargoSuccessTeleop contrubution functional lowRocketSuccessTeleop startingHatch nTG6cThsi9TB9mTkcwuo5bKEo9B3 size speed hiRocketSuccessTeleop strategy match fillChoice endingHab teamDBRef strongMedium sandstormCross
2 {'notes': 'dud bot can’t complete objectives ', 'contribution': '', 'fillChoice': '', 'strategy': 'defense only', 'strongMedium': 'Neither', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-7560', 'speed': 'Fast', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-17', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': 'None', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}
3 {'notes': 'i think it got stuck on the habitat ', 'contribution': 'Weak', 'fillChoice': '', 'strategy': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-7560', 'speed': '', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-27', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': 'Hab 2', 'functional': 'Sorta', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II'}
4 None Neither None N/A Weak Yes N/A Hab I IDK slow N/A None match-50 None None team-7560 Neither None

4
data analysis/dep/2019/matches/team-7608.csv Normal file
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nTG6cThsi9TB9mTkcwuo5bKEo9B3,9fv7QhcLPsfU59sRrPq7LcJlD8J3
,"{'notes': 'potato', 'contribution': '', 'cargoSuccess': '', 'fillChoice': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-7608', 'speed': '', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': '', 'match': 'match-2', 'size': '', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'lowRocketSuccessTeleop': '', 'startingHatch': '', 'hiRocketSuccess': ''}"
,"{'contribution': 'Weak', 'notes': 'miserably slow', 'fillChoice': '', 'strategy': 'try to place hatches', 'cargoSuccessTeleop': 'Low', 'strongMedium': 'Hatch', 'teamDBRef': 'team-7608', 'speed': 'Slow', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Medium', 'match': 'match-35', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'No', 'startingHatch': '', 'lowRocketSuccessTeleop': 'Low'}"
"{'contribution': 'Weak', 'notes': '', 'fillChoice': '', 'strategy': 'pinning opponent', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-7608', 'hiRocketSuccessTeleop': '', 'speed': 'Medium', 'match': 'match-47', 'size': 'Small', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'No', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",
1 nTG6cThsi9TB9mTkcwuo5bKEo9B3 9fv7QhcLPsfU59sRrPq7LcJlD8J3
2 {'notes': 'potato', 'contribution': '', 'cargoSuccess': '', 'fillChoice': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-7608', 'speed': '', 'hiRocketSuccessTeleop': '', 'lowRocketSuccess': '', 'match': 'match-2', 'size': '', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'lowRocketSuccessTeleop': '', 'startingHatch': '', 'hiRocketSuccess': ''}
3 {'contribution': 'Weak', 'notes': 'miserably slow', 'fillChoice': '', 'strategy': 'try to place hatches', 'cargoSuccessTeleop': 'Low', 'strongMedium': 'Hatch', 'teamDBRef': 'team-7608', 'speed': 'Slow', 'hiRocketSuccessTeleop': 'N/A', 'size': 'Medium', 'match': 'match-35', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'No', 'startingHatch': '', 'lowRocketSuccessTeleop': 'Low'}
4 {'contribution': 'Weak', 'notes': '', 'fillChoice': '', 'strategy': 'pinning opponent', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-7608', 'hiRocketSuccessTeleop': '', 'speed': 'Medium', 'match': 'match-47', 'size': 'Small', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'No', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}

3
data analysis/dep/2019/matches/team-7609.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,strongMediumTeleop,teleOpCargoShipHatchFailure,sandstormRocketCargoSuccess,size,speed,strategy,teamDBRef,sandstormCross,sandstormCrossBonus,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,lowRocketSuccessTeleop,teleOpRocketHatchFailure,teleOpRocketCargoFailure,klQQqapPjwO3jnpN8Dieequh3OI3,cargoSuccessTeleop,sandstormCargoShipHatchSuccess,startingHatch,e0Q3j2NrXuYvSrgZ5UZQ89UMvXY2,fillChoice,functional,sandstormCargoShipCargoSuccess,strongMedium,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,fillChoiceTeleop,contrubution,HABClimb,match,hiRocketSuccessTeleop,endingHab,teleOpCargoShipCargoSuccess
0,0,0,,0,0,,slow,,team-7609,L1,,0,0,0,,0,0,"{'notes': '', 'contribution': 'Weak', 'fillChoice': 'None', 'strategy': 'resorted to defense after couldn’t collect hatches', 'strongMedium': 'Neither', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-7609', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-13', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': '', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'idk'}",,0,,,,,0,,0,0,0,,,L1,match-13,,,0
,,,Neither,,,IDK,Fast,Defense,team-7609,L1,L1,,,,N/A,,,,N/A,,Hab I,"{'contribution': '', 'notes': 'literally useless just drove around trying to defend I think ', 'fillChoice': '', 'strategy': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-7609', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'match': 'match-33', 'size': '', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': '', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'}",None,Yes,,Neither,,,,None,Weak,,match-33,N/A,L1,
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess strongMediumTeleop teleOpCargoShipHatchFailure sandstormRocketCargoSuccess size speed strategy teamDBRef sandstormCross sandstormCrossBonus teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure lowRocketSuccessTeleop teleOpRocketHatchFailure teleOpRocketCargoFailure klQQqapPjwO3jnpN8Dieequh3OI3 cargoSuccessTeleop sandstormCargoShipHatchSuccess startingHatch e0Q3j2NrXuYvSrgZ5UZQ89UMvXY2 fillChoice functional sandstormCargoShipCargoSuccess strongMedium teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure fillChoiceTeleop contrubution HABClimb match hiRocketSuccessTeleop endingHab teleOpCargoShipCargoSuccess
2 0 0 0 0 0 slow team-7609 L1 0 0 0 0 0 {'notes': '', 'contribution': 'Weak', 'fillChoice': 'None', 'strategy': 'resorted to defense after couldn’t collect hatches', 'strongMedium': 'Neither', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-7609', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-13', 'fillChoiceTeleop': 'Low Rocket', 'strongMediumTeleop': '', 'endingHab': 'Hab 1', 'functional': '', 'lowRocketSuccessTeleop': 'N/A', 'startingHatch': 'idk'} 0 0 0 0 0 L1 match-13 0
3 Neither IDK Fast Defense team-7609 L1 L1 N/A N/A Hab I {'contribution': '', 'notes': 'literally useless just drove around trying to defend I think ', 'fillChoice': '', 'strategy': '', 'strongMedium': '', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-7609', 'speed': 'Medium', 'hiRocketSuccessTeleop': '', 'match': 'match-33', 'size': '', 'fillChoiceTeleop': '', 'strongMediumTeleop': '', 'endingHab': '', 'functional': '', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab I'} None Yes Neither None Weak match-33 N/A L1

4
data analysis/dep/2019/matches/team-7738.csv Normal file
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klQQqapPjwO3jnpN8Dieequh3OI3,jouGPhPF0qME5wNIbd86MzYFsGw2,9fv7QhcLPsfU59sRrPq7LcJlD8J3,gmkR7hN4D1fQguey5X5V48d3PhO2
,,"{'contribution': 'Equal', 'notes': 'sort of slow, yet was able to land cargo balls', 'fillChoice': '', 'strategy': 'capture low-height low distance ', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Neither', 'teamDBRef': 'team-7738', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-26', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': '', 'startingHatch': 'Hab II', 'lowRocketSuccessTeleop': 'Low'}",
"{'notes': '', 'contribution': 'Equal', 'fillChoice': '', 'strategy': '', 'strongMedium': 'Neither', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-7738', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'match': 'match-30', 'size': 'Medium', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'No', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': 'Hab I'}",,,
,"{'contribution': '', 'notes': '', 'fillChoice': '', 'strongMedium': 'Neither', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-7738', 'hiRocketSuccessTeleop': '', 'speed': 'Medium', 'match': 'match-6', 'size': 'Large', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'None', 'functional': 'Sorta', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II'}",,"{'contribution': '', 'notes': 'dc’ed in the middle', 'fillChoice': '', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Neither', 'teamDBRef': 'team-7738', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-6', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': 'idk', 'startingHatch': 'Hab II', 'lowRocketSuccessTeleop': ''}"
1 klQQqapPjwO3jnpN8Dieequh3OI3 jouGPhPF0qME5wNIbd86MzYFsGw2 9fv7QhcLPsfU59sRrPq7LcJlD8J3 gmkR7hN4D1fQguey5X5V48d3PhO2
2 {'contribution': 'Equal', 'notes': 'sort of slow, yet was able to land cargo balls', 'fillChoice': '', 'strategy': 'capture low-height low distance ', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Neither', 'teamDBRef': 'team-7738', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': 'Small', 'match': 'match-26', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': '', 'startingHatch': 'Hab II', 'lowRocketSuccessTeleop': 'Low'}
3 {'notes': '', 'contribution': 'Equal', 'fillChoice': '', 'strategy': '', 'strongMedium': 'Neither', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-7738', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'match': 'match-30', 'size': 'Medium', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'Hab 1', 'functional': 'No', 'lowRocketSuccessTeleop': 'Mid', 'startingHatch': 'Hab I'}
4 {'contribution': '', 'notes': '', 'fillChoice': '', 'strongMedium': 'Neither', 'cargoSuccessTeleop': 'Low', 'teamDBRef': 'team-7738', 'hiRocketSuccessTeleop': '', 'speed': 'Medium', 'match': 'match-6', 'size': 'Large', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': 'None', 'functional': 'Sorta', 'lowRocketSuccessTeleop': '', 'startingHatch': 'Hab II'} {'contribution': '', 'notes': 'dc’ed in the middle', 'fillChoice': '', 'cargoSuccessTeleop': 'Mid', 'strongMedium': 'Neither', 'teamDBRef': 'team-7738', 'speed': 'Slow', 'hiRocketSuccessTeleop': '', 'size': 'Medium', 'match': 'match-6', 'fillChoiceTeleop': 'Cargo', 'strongMediumTeleop': 'Ball', 'endingHab': '', 'functional': 'idk', 'startingHatch': 'Hab II', 'lowRocketSuccessTeleop': ''}

5
data analysis/dep/2019/matches/team-930.csv Normal file
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sandstormRocketCargoFailure,teleOpRocketCargoSuccess,sandstormRocketHatchSuccess,teleOpCargoShipHatchFailure,nTG6cThsi9TB9mTkcwuo5bKEo9B3,sandstormRocketCargoSuccess,speed,teamDBRef,sandstormCross,teleOpCargoShipHatchSuccess,teleOpRocketHatchSuccess,sandstormCargoShipCargoFailure,teleOpRocketHatchFailure,teleOpRocketCargoFailure,sandstormCargoShipHatchSuccess,e0Q3j2NrXuYvSrgZ5UZQ89UMvXY2,sandstormCargoShipCargoSuccess,teleOpCargoShipCargoFailure,sandstormRocketHatchFailure,sandstormCargoShipHatchFailure,HABClimb,match,teleOpCargoShipCargoSuccess
,,,,"{'contribution': 'Great', 'notes': 'hatch did not stick on during storm', 'fillChoice': 'Low Rocket', 'strategy': 'focused on getting hatch and cargo on the rocket', 'cargoSuccessTeleop': '', 'strongMedium': 'Hatch', 'teamDBRef': 'team-930', 'speed': 'Fast', 'hiRocketSuccessTeleop': 'High', 'size': 'Large', 'match': 'match-13', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Both', 'endingHab': 'None', 'functional': 'Yes', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': 'High'}",,,,,,,,,,,,,,,,,,
,,,,,,,,,,,,,,,"{'contribution': 'Equal', 'notes': 'the hatch mechanism is good it can get the high rocket hatch easily', 'fillChoice': 'High Rocket', 'strategy': '', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-930', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'High', 'match': 'match-32', 'size': 'Large', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'idk'}",,,,,,,
,,,,"{'contribution': 'Great', 'notes': '', 'fillChoice': 'Low Rocket', 'strategy': 'hatch and ball in rocket. very successful in these areas. then ball in cargo ships', 'cargoSuccessTeleop': 'High', 'strongMedium': 'Hatch', 'teamDBRef': 'team-930', 'hiRocketSuccessTeleop': 'High', 'speed': 'Fast', 'match': 'match-46', 'size': 'Large', 'fillChoiceTeleop': '', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': 'High'}",,,,,,,,,,,,,,,,,,
0,2,0,0,,0,slow,team-930,L1,0,5,0,1,1,1,,0,0,0,0,None,match-7,0
1 sandstormRocketCargoFailure teleOpRocketCargoSuccess sandstormRocketHatchSuccess teleOpCargoShipHatchFailure nTG6cThsi9TB9mTkcwuo5bKEo9B3 sandstormRocketCargoSuccess speed teamDBRef sandstormCross teleOpCargoShipHatchSuccess teleOpRocketHatchSuccess sandstormCargoShipCargoFailure teleOpRocketHatchFailure teleOpRocketCargoFailure sandstormCargoShipHatchSuccess e0Q3j2NrXuYvSrgZ5UZQ89UMvXY2 sandstormCargoShipCargoSuccess teleOpCargoShipCargoFailure sandstormRocketHatchFailure sandstormCargoShipHatchFailure HABClimb match teleOpCargoShipCargoSuccess
2 {'contribution': 'Great', 'notes': 'hatch did not stick on during storm', 'fillChoice': 'Low Rocket', 'strategy': 'focused on getting hatch and cargo on the rocket', 'cargoSuccessTeleop': '', 'strongMedium': 'Hatch', 'teamDBRef': 'team-930', 'speed': 'Fast', 'hiRocketSuccessTeleop': 'High', 'size': 'Large', 'match': 'match-13', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Both', 'endingHab': 'None', 'functional': 'Yes', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': 'High'}
3 {'contribution': 'Equal', 'notes': 'the hatch mechanism is good it can get the high rocket hatch easily', 'fillChoice': 'High Rocket', 'strategy': '', 'strongMedium': 'Hatch', 'cargoSuccessTeleop': '', 'teamDBRef': 'team-930', 'speed': 'Medium', 'hiRocketSuccessTeleop': 'High', 'match': 'match-32', 'size': 'Large', 'fillChoiceTeleop': 'High Rocket', 'strongMediumTeleop': 'Hatch', 'endingHab': '', 'functional': 'Yes', 'lowRocketSuccessTeleop': '', 'startingHatch': 'idk'}
4 {'contribution': 'Great', 'notes': '', 'fillChoice': 'Low Rocket', 'strategy': 'hatch and ball in rocket. very successful in these areas. then ball in cargo ships', 'cargoSuccessTeleop': 'High', 'strongMedium': 'Hatch', 'teamDBRef': 'team-930', 'hiRocketSuccessTeleop': 'High', 'speed': 'Fast', 'match': 'match-46', 'size': 'Large', 'fillChoiceTeleop': '', 'strongMediumTeleop': 'Hatch', 'endingHab': 'Hab 1', 'functional': 'Yes', 'startingHatch': 'Hab I', 'lowRocketSuccessTeleop': 'High'}
5 0 2 0 0 0 slow team-930 L1 0 5 0 1 1 1 0 0 0 0 None match-7 0