elruki's picture
AdapterOcean/expert_4903be14a41648d8beeb8a85364317cf
5b19bad
{
"ctfidf_model": {
"bm25_weighting": false,
"reduce_frequent_words": false
},
"vectorizer_model": {
"params": {
"analyzer": "word",
"binary": false,
"decode_error": "strict",
"encoding": "utf-8",
"input": "content",
"lowercase": true,
"max_df": 1.0,
"max_features": null,
"min_df": 1,
"ngram_range": [
1,
1
],
"stop_words": null,
"strip_accents": null,
"token_pattern": "(?u)\\b\\w\\w+\\b",
"vocabulary": null
},
"vocab": {
"write": 17008,
"python": 11763,
"code": 2811,
"snippet": 13547,
"to": 14746,
"determine": 3968,
"low": 8161,
"toilet": 14766,
"hygiene": 6940,
"handwashing": 6552,
"after": 855,
"using": 16173,
"the": 14497,
"for": 5820,
"engineer": 4818,
"beginners": 1676,
"consider": 3144,
"bias": 1742,
"and": 1125,
"implement": 7071,
"appropriate": 1227,
"if": 6994,
"else": 4714,
"or": 10404,
"switch": 14205,
"case": 2222,
"statements": 13869,
"handle": 6486,
"different": 4089,
"conditions": 3053,
"dry": 4510,
"run": 12754,
"then": 14517,
"provide": 11686,
"comments": 2909,
"explaining": 5214,
"your": 17136,
"decision": 3700,
"making": 8319,
"process": 11559,
"how": 6873,
"control": 3256,
"flow": 5717,
"is": 7557,
"structured": 14025,
"here": 6708,
"one": 10335,
"possible": 11161,
"implementation": 7072,
"of": 10291,
"this": 14553,
"algorithm": 973,
"in": 7131,
"whether": 16838,
"user": 16093,
"washes": 16540,
"their": 14510,
"hands": 6497,
"going": 6302,
"bathroom": 1616,
"based": 1600,
"off": 10292,
"input": 7327,
"from": 5950,
"them": 14513,
"print": 11425,
"please": 11043,
"enter": 4852,
"you": 17131,
"always": 1027,
"wash": 16514,
"restroom": 12523,
"otherwise": 10459,
"hand_hygeine": 6464,
"solely": 13618,
"upon": 15911,
"self": 13110,
"report": 12335,
"appear": 1190,
"follow": 5802,
"proper": 11652,
"hand": 6456,
"protocol": 11682,
"elif": 4706,
"hand_hygine": 6466,
"it": 7632,
"appears": 1195,
"as": 1300,
"though": 14559,
"do": 4402,
"not": 9690,
"consistently": 3153,
"practice": 11218,
"good": 6304,
"nthis": 9872,
"could": 3323,
"potentially": 11197,
"lead": 7890,
"health": 6673,
"issues": 7629,
"such": 14083,
"illness": 7011,
"disease": 4244,
"transmission": 15333,
"invalid": 7514,
"entry": 4874,
"try": 15452,
"again": 862,
"solution": 13624,
"we": 16730,
"first": 5629,
"prompt": 11622,
"indicate": 7208,
"they": 14537,
"use": 16048,
"function": 5977,
"retrieve": 12560,
"information": 7260,
"store": 13966,
"variable": 16262,
"an": 1069,
"statement": 13868,
"check": 2342,
"value": 16243,
"stored": 13968,
"equal": 4913,
"so": 13552,
"output": 10507,
"message": 8618,
"indicating": 7213,
"that": 14495,
"follows": 5807,
"protocols": 11683,
"similarly": 13384,
"can": 2175,
"add": 729,
"additional": 762,
"cases": 2232,
"our": 10464,
"account": 645,
"other": 10436,
"potential": 11196,
"responses": 12475,
"yes": 17101,
"etc": 4954,
"on": 10330,
"entered": 4854,
"by": 2017,
"another": 1150,
"there": 14525,
"may": 8502,
"be": 1647,
"some": 13635,
"room": 12703,
"improvement": 7106,
"terms": 14426,
"practices": 11223,
"finally": 5600,
"include": 7150,
"clause": 2582,
"catch": 2244,
"any": 1173,
"entries": 4870,
"develop": 4016,
"program": 11605,
"high": 6726,
"managing": 8355,
"odors": 10279,
"analysis": 1076,
"incorporate": 7167,
"various": 16271,
"related": 12164,
"ensure": 4843,
"logic": 8120,
"clear": 2753,
"well": 16775,
"commented": 2907,
"sample": 12818,
"which": 16840,
"implements": 7076,
"recommendations": 12031,
"article": 1296,
"https": 6884,
"www": 17025,
"healthline": 6679,
"com": 2881,
"toilets": 15006,
"work": 16962,
"text": 14456,
"2dlet": 217,
"20odor": 157,
"20is": 155,
"20caused": 148,
"20by": 146,
"20urine": 167,
"2c": 212,
"20faeces": 152,
"20and": 143,
"20bowel": 145,
"movements": 9003,
"import": 7084,
"os": 10433,
"pathlib": 10771,
"path": 10762,
"pandas": 10657,
"pd": 10813,
"read": 11915,
"data": 3596,
"into": 7504,
"dataframe": 3607,
"data_path": 3603,
"df": 4029,
"read_csv": 11916,
"join": 7680,
"toilet_cleaning": 14791,
"csv": 3436,
"def": 3745,
"analyze_toilet_odor": 1106,
"row": 12735,
"analyze": 1086,
"odor": 10237,
"given": 6273,
"parameters": 10696,
"series": 13191,
"single": 13443,
"containing": 3194,
"cleaning": 2686,
"returns": 12571,
"str": 13972,
"summary": 14129,
"results": 12543,
"define": 3772,
"each": 4619,
"level": 7960,
"severity": 13255,
"low_odor_conditions": 8182,
"urine": 15972,
"removed": 12270,
"true": 15421,
"wet": 16787,
"wipes": 16916,
"used": 16077,
"false": 5385,
"bowl": 1882,
"cleaned": 2643,
"moderate_odor_condition": 8884,
"air": 902,
"freshener": 5938,
"severe_odor_condition": 13247,
"diverted": 4388,
"septic": 13183,
"system": 14220,
"installed": 7403,
"assign": 1354,
"labels": 7792,
"according": 643,
"condition": 3036,
"return": 12565,
"moderate": 8877,
"severe": 13245,
"new": 9307,
"column": 2876,
"with": 16927,
"result": 12529,
"apply": 1210,
"axis": 1527,
"columns": 2879,
"overall": 10536,
"round": 12727,
"len": 7942,
"100": 40,
"had": 6441,
"while": 16844,
"were": 16780,
"considered": 3148,
"severely": 13251,
"unhygienic": 15679,
"design": 3897,
"calculate": 2041,
"extreme": 5271,
"keeping": 7723,
"area": 1252,
"clean": 2584,
"consent": 3121,
"detailed": 3918,
"reasoning": 11963,
"behind": 1689,
"per": 10846,
"beginner": 1670,
"requirements": 12393,
"calculate_extreme_toilet_hygiene": 2062,
"area_cleaned": 1257,
"no_of_visits": 9589,
"calculates": 2147,
"score": 12954,
"considering": 3149,
"no": 9551,
"visits": 16409,
"made": 8271,
"washroom": 16560,
"during": 4603,
"day": 3627,
"time": 14635,
"percentage": 10859,
"compared": 2938,
"total": 15109,
"args": 1272,
"float": 5677,
"int": 7438,
"number": 10032,
"times": 14682,
"person": 10920,
"visited": 16399,
"daytime": 3669,
"out": 10468,
"10": 39,
"representing": 12359,
"raises": 11847,
"valueerror": 16248,
"either": 4686,
"within": 16930,
"range": 11874,
"diagram": 4043,
"main": 8280,
"action": 677,
"details": 3919,
"transform": 15268,
"avoiding": 1515,
"contamination": 3216,
"reliability": 12181,
"provided": 11688,
"toilet_type": 14897,
"what": 16822,
"type": 15547,
"t1": 14226,
"western": 16786,
"style": 14038,
"american": 1040,
"european": 4997,
"t2": 14227,
"japanese": 7669,
"washlet": 16555,
"t3": 14228,
"chinese": 2497,
"squatting": 13799,
"pot": 11192,
"nchoose": 9177,
"above": 592,
"options": 10403,
"ask": 1318,
"questions": 11818,
"about": 589,
"has_seat": 6630,
"does": 4428,
"have": 6651,
"lid": 7979,
"lower": 8210,
"assume": 1370,
"will": 16874,
"fecal": 5441,
"matter": 8424,
"splatter": 13743,
"long": 8129,
"seat": 13012,
"remains": 12238,
"closed": 2774,
"cannot": 2189,
"rule": 12746,
"due": 4575,
"uncovered": 15640,
"surfaces": 14166,
"washlets": 16559,
"features": 5438,
"bidet": 1751,
"dryer": 4544,
"feature_list": 5432,
"choice": 2503,
"append": 1196,
"all": 978,
"current": 3482,
"knowledge": 7772,
"these": 14532,
"types": 15559,
"very": 16315,
"effective": 4667,
"mechanisms": 8546,
"against": 863,
"bacteria": 1553,
"viruses": 16368,
"certain": 2294,
"aspects": 1337,
"still": 13944,
"help": 6698,
"prevent": 11392,
"measures": 8541,
"become": 1655,
"even": 5024,
"more": 8960,
"critical": 3416,
"when": 16827,
"specific": 13712,
"functions": 5983,
"are": 1251,
"lacking": 7799,
"pots": 11198,
"material": 8418,
"ceramic": 2293,
"plastic": 11028,
"care": 2207,
"taken": 14272,
"disinfect": 4253,
"regularly": 12145,
"pose": 11147,
"much": 9027,
"less": 7945,
"risk": 12648,
"alternatives": 1022,
"materials": 8419,
"make": 8309,
"harder": 6598,
"fully": 5971,
"remove": 12262,
"pathogens": 10773,
"extra": 5253,
"precaution": 11231,
"must": 9056,
"regardless": 12123,
"often": 10309,
"option": 10395,
"selected": 13092,
"exiting": 5129,
"update": 15771,
"script": 12974,
"required": 12380,
"libraries": 7976,
"sklearn": 13480,
"linear_model": 8026,
"metrics": 8647,
"mean_squared_error": 8524,
"r2_score": 11831,
"update_toilets": 15835,
"variables": 16265,
"ph": 10948,
"conductivity": 3061,
"turbidity": 15499,
"create": 3385,
"linear": 8025,
"regression": 12135,
"model": 8868,
"regr": 12134,
"linearregression": 8028,
"fit": 5635,
"predict": 11255,
"values": 16250,
"levels": 7966,
"predictions": 11285,
"rmse": 12672,
"r2": 11829,
"__name__": 463,
"__main__": 462,
"load": 8074,
"dataset": 3611,
"call": 2155,
"scores": 12963,
"updated_df": 15852,
"save": 12874,
"updated": 15840,
"file": 5529,
"to_csv": 14748,
"updated_toilets": 15877,
"index": 7200,
"uses": 16168,
"library": 7977,
"water": 16614,
"quality": 11788,
"measurements": 8540,
"creates": 3397,
"two": 15542,
"feature": 5425,
"vectors": 16287,
"available": 1442,
"fits": 5644,
"predicts": 11289,
"root": 12713,
"mean": 8515,
"squared": 13795,
"error": 4929,
"coefficient": 2821,
"determination": 3967,
"r\u00b2": 12779,
"prints": 11436,
"modified": 8903,
"saved": 12886,
"back": 1535,
"note": 9704,
"just": 7703,
"way": 16718,
"problem": 11546,
"approaches": 1225,
"better": 1733,
"depending": 3871,
"ethics": 4969,
"model_selection": 8871,
"logisticregression": 8124,
"accuracy_score": 656,
"predictor": 11288,
"response": 12467,
"iloc": 7019,
"class": 2564,
"split": 13744,
"training": 15257,
"testing": 14448,
"sets": 13233,
"x_train": 17046,
"x_test": 17042,
"y_train": 17081,
"y_test": 17080,
"train_test_split": 15253,
"test_size": 14445,
"random_state": 11866,
"42": 274,
"logistic": 8123,
"logreg": 8126,
"set": 13205,
"y_pred": 17075,
"accuracy": 655,
"acc": 611,
"mock": 8860,
"regarding": 12122,
"degree": 3786,
"odor_level": 10254,
"tree": 15391,
"next": 9391,
"course": 3361,
"issue": 7622,
"excessive": 5077,
"recommend": 12024,
"taking": 14276,
"immediate": 7059,
"steps": 13933,
"address": 776,
"frequently": 5930,
"investing": 7527,
"fresheners": 5939,
"mask": 8394,
"smell": 13506,
"emitting": 4737,
"unusually": 15762,
"amount": 1046,
"however": 6874,
"regular": 12139,
"cleanings": 2708,
"over": 10534,
"addition": 761,
"adding": 760,
"ventilation": 16296,
"placing": 11019,
"purifier": 11744,
"near": 9230,
"improve": 7103,
"displays": 4344,
"conditionally": 3049,
"perform": 10880,
"actions": 700,
"responsibility": 12479,
"outline": 10501,
"scenarios": 12923,
"tips": 14706,
"engineers": 4825,
"modules": 8913,
"needed": 9252,
"display_toilet_tips": 4332,
"responsibilities": 12478,
"wipe": 16889,
"front": 5953,
"every": 5033,
"put": 11752,
"down": 4464,
"get": 6080,
"working": 16970,
"directory": 4136,
"cwd": 3553,
"exists": 5123,
"already": 1008,
"filename": 5544,
"high_toilet_hygiene": 6758,
"txt": 15543,
"open": 10352,
"writing": 17019,
"loop": 8144,
"through": 14606,
"inp": 7317,
"valid": 16220,
"was": 16506,
"break": 1942,
"except": 5069,
"between": 1735,
"build": 1986,
"module": 8911,
"documented": 4424,
"approach": 1224,
"functionality": 5980,
"random": 11865,
"typing": 15564,
"list": 8048,
"toilethygiene": 14952,
"__init__": 461,
"_toilets": 555,
"display_extreme": 4293,
"none": 9646,
"examples": 5058,
"hygeine": 6924,
"choose": 2510,
"randomly": 11871,
"extremely": 5297,
"come": 2890,
"many": 8370,
"forms": 5849,
"auto": 1428,
"flush": 5725,
"urinals": 15950,
"separated": 13176,
"bathrooms": 1634,
"stalls": 13823,
"doors": 4453,
"usage": 16026,
"becoming": 1657,
"commonplace": 2922,
"called": 2159,
"heated": 6687,
"seats": 13052,
"warm": 16491,
"dryers": 4547,
"deodorizers": 3858,
"pressure": 11373,
"adjustable": 796,
"raise": 11845,
"th": 14481,
"transparency": 15343,
"standards": 13836,
"being": 1692,
"maintained": 8292,
"sensors": 13165,
"temperature": 14386,
"humidity": 6893,
"along": 999,
"visual": 16411,
"inspection": 7390,
"sensor": 13147,
"temp": 14374,
"humi": 6890,
"present": 11358,
"vis_res": 16371,
"visible": 16379,
"dirt": 4144,
"algorithmic": 974,
"inputs": 7368,
"50": 302,
"60": 331,
"cleanliness": 2709,
"49": 293,
"70": 368,
"needs": 9259,
"attention": 1406,
"recheck": 12009,
"readings": 11937,
"repeat": 12297,
"test": 14433,
"start_time": 13853,
"end_time": 4795,
"run_time": 12762,
"runtime": 12772,
"seconds": 13059,
"display": 4290,
"structures": 14026,
"like": 8014,
"toileting": 14982,
"advice": 833,
"reliablity": 12213,
"situation": 13457,
"reliable_information": 12198,
"reliable": 12192,
"evidence": 5041,
"people": 10838,
"actually": 718,
"washed": 16534,
"number_of_people": 10050,
"did": 4064,
"see": 13072,
"who": 16854,
"percentage_washed_hands": 10867,
"total_population": 15141,
"compare": 2937,
"acceptable": 617,
"threshold": 14578,
"acceptable_threshold": 621,
"2f": 223,
"detected": 3945,
"enough": 4837,
"washing": 16548,
"major": 8306,
"source": 13689,
"spread": 13778,
"germs": 6079,
"illnesses": 7014,
"keep": 7715,
"safe": 12786,
"things": 14545,
"inform": 7254,
"without": 16933,
"habits": 6439,
"incorrect": 7173,
"updates": 15894,
"track": 15239,
"dirtiness": 4156,
"falls": 5384,
"four": 5867,
"categories": 2251,
"excellent": 5065,
"fair": 5369,
"poor": 11117,
"point": 11075,
"category": 2255,
"additionally": 772,
"also": 1011,
"at": 1382,
"bottom": 1871,
"allow": 982,
"unexpected": 15663,
"update_toilet": 15824,
"current_level": 3496,
"status": 13884,
"statuses": 13904,
"step": 13923,
"new_status": 9360,
"format": 5840,
"average": 1446,
"bad": 1559,
"terrible": 14430,
"conditional": 3048,
"tank": 14284,
"has": 6608,
"been": 1662,
"properly": 11658,
"necessary": 9240,
"datetime": 3622,
"timedelta": 14669,
"age": 864,
"numeric": 10075,
"calculations": 2152,
"65": 346,
"wash_freq": 16519,
"daily": 3565,
"clean_bowl": 2589,
"18": 107,
"twice": 15537,
"week": 16750,
"three": 14567,
"ntoilet": 9878,
"twashing": 15528,
"frequency": 5912,
"tcleaning": 14335,
"perf_counter": 10875,
"ntotal": 9883,
"safety": 12797,
"supply": 14153,
"ppm": 11214,
"applies": 1209,
"chlorine": 2501,
"gas": 6013,
"treatment": 15387,
"method": 8642,
"suggests": 14120,
"methods": 8645,
"spraying": 13775,
"baking": 1580,
"soda": 13606,
"flushing": 5765,
"dependent": 3870,
"independent": 7198,
"x1": 17027,
"chlorination": 2499,
"waterpressure": 16696,
"predicted_safety_score": 11275,
"chlorination_level": 2500,
"water_pressure": 16662,
"sufficient": 14095,
"applied": 1208,
"suggested": 14112,
"want": 16482,
"me": 8512,
"suggest": 14103,
"instead": 7413,
"thankyou": 14493,
"service": 13198,
"driver": 4498,
"etxh": 4994,
"flushes": 5762,
"num_flushes": 9938,
"moderately": 8890,
"persist": 10916,
"but": 2007,
"managed": 8348,
"noticeable": 9715,
"display_low_toilet_hygiene": 4307,
"generate": 6055,
"randint": 11861,
"than": 14484,
"tavoid": 14322,
"contaminating": 3215,
"yourself": 17146,
"wearing": 16737,
"gloves": 6288,
"before": 1663,
"touching": 15186,
"twash": 15527,
"thoroughly": 14556,
"tcontinue": 14339,
"enjoying": 4835,
"visit": 16391,
"replace": 12306,
"actual": 715,
"toilety": 15033,
"beginers": 1669,
"inside": 7377,
"statment": 13881,
"proceeding": 11557,
"until": 15752,
"give": 6270,
"gave": 6027,
"ifconsent": 6998,
"yeah": 17090,
"ya": 17085,
"declined": 3711,
"exit": 5124,
"only": 10341,
"gives": 6274,
"nah": 9101,
"cancelled": 2181,
"transforms": 15326,
"performs": 10896,
"where": 16830,
"executing": 5104,
"printing": 11434,
"final": 5582,
"completion": 2965,
"task": 14311,
"executed": 5102,
"concept": 3013,
"tasks": 14318,
"need": 9244,
"performed": 10892,
"importance": 7085,
"trust": 15426,
"start": 13847,
"key": 7731,
"starting": 13857,
"cycle": 3557,
"clean_seat": 2623,
"scrub": 12977,
"continue": 3235,
"individual": 7223,
"scrubbing": 12991,
"drying": 4549,
"surface": 14163,
"determines": 4011,
"written": 17020,
"determine_toilet_hygiene": 4000,
"handwash": 6504,
"bool": 1850,
"no_wash": 9605,
"weak_wash": 16732,
"weak": 16731,
"strong_wash": 14017,
"strong": 14014,
"nested": 9294,
"strongly": 14019,
"85": 401,
"simple": 13385,
"incorporating": 7170,
"blocks": 1802,
"basic": 1604,
"exception": 5070,
"handling": 6493,
"water_level": 16648,
"cm": 2796,
"max_water_level": 8483,
"80": 393,
"maximum": 8495,
"allowed": 984,
"min_water_level": 8762,
"15": 86,
"minimum": 8783,
"checks": 2472,
"too": 15058,
"full": 5967,
"recommended": 12033,
"empty": 4756,
"prompts": 11648,
"centimeters": 2291,
"displayed": 4341,
"informing": 7264,
"below": 1701,
"accepted": 625,
"success": 14079,
"printed": 11433,
"further": 5993,
"includes": 7152,
"block": 1798,
"catches": 2246,
"non": 9639,
"named": 9113,
"visiting": 16403,
"public": 11711,
"restrooms": 12528,
"lies": 7992,
"completely": 2962,
"transparent": 15356,
"opaque": 10351,
"saying": 12896,
"show": 13320,
"warning": 16495,
"opacity": 10348,
"ipython": 7545,
"html": 6881,
"extreme_handwashing": 5278,
"visibility": 16376,
"stall": 13820,
"parameter": 10690,
"outside": 10528,
"raw": 11896,
"githubusercontent": 6269,
"rfordatascience": 12613,
"tidytuesday": 14622,
"master": 8401,
"2020": 136,
"04": 28,
"30": 226,
"argument": 1279,
"isinstance": 7603,
"count": 3327,
"rows": 12738,
"arg": 1269,
"proportion": 11663,
"pct": 10790,
"sum": 14125,
"string": 14007,
"msg": 9012,
"1f": 115,
"ui": 15597,
"elements": 4703,
"widgets": 16865,
"floatslider": 5685,
"min": 8698,
"max": 8429,
"05": 29,
"description": 3890,
"slider": 13485,
"changed": 2322,
"on_value_change": 10331,
"change": 2314,
"h3": 6432,
"link": 8038,
"observe": 10179,
"names": 9116,
"widget": 16864,
"interface": 7473,
"state": 13863,
"recognized": 12021,
"filthy": 5580,
"everything": 5037,
"looks": 8142,
"spotless": 13757,
"seems": 13080,
"stains": 13818,
"oh": 10312,
"requires": 12394,
"should": 13316,
"evaluate": 5003,
"exceptions": 5074,
"raised": 11846,
"occurred": 10221,
"check_extreme_toilet_hygiene": 2364,
"practiced": 11222,
"users": 16166,
"boolean": 1851,
"flag": 5662,
"evaluation": 5015,
"expected": 5141,
"congratulations": 3100,
"followed": 5803,
"isn": 7606,
"done": 4440,
"correctly": 3296,
"encourage": 4785,
"friends": 5949,
"family": 5390,
"members": 8597,
"important": 7087,
"habit": 6438,
"validate": 16232,
"indeed": 7195,
"behavior": 1682,
"construct": 3168,
"suitable": 14122,
"outcome": 10477,
"evaluations": 5016,
"docstring": 4414,
"provides": 11691,
"its": 7654,
"outputs": 10526,
"idea": 6974,
"messages": 8629,
"separate": 13175,
"towel": 15194,
"same": 12815,
"body": 1835,
"surrounding": 14173,
"dispose": 4352,
"tissues": 14711,
"binning": 1766,
"immediately": 7060,
"medium": 8570,
"touch": 15178,
"face": 5315,
"ve": 16279,
"avoid": 1511,
"chemicals": 2484,
"directly": 4133,
"onto": 10344,
"porcelain": 11138,
"installing": 7405,
"nozzle": 9743,
"direct": 4129,
"away": 1520,
"eyes": 5311,
"nose": 9687,
"mouth": 8992,
"unwashed": 15765,
"soap": 13559,
"aren": 1268,
"alcohol": 958,
"sanitizer": 12858,
"shared": 13285,
"doorknobs": 4452,
"faucets": 5409,
"stay": 13905,
"alert": 964,
"signs": 13372,
"coughing": 3321,
"sneezing": 13544,
"around": 1290,
"takes": 14275,
"corresponding": 3302,
"advising": 838,
"handled": 6489,
"matches": 8414,
"specified": 13716,
"criterion": 3414,
"themselves": 14516,
"structure": 14024,
"general": 6049,
"suggestions": 14118,
"perceived": 10850,
"tolerance": 15048,
"answer": 1156,
"personal": 10923,
"preference": 11297,
"syntax": 14215,
"explanations": 5217,
"top": 15081,
"describing": 3889,
"throughout": 14607,
"determine_high_toilet_hygiene": 3981,
"observed": 10181,
"participant": 10728,
"granted": 6343,
"permission": 10907,
"insufficient": 7433,
"answers": 1164,
"analyze_answers": 1087,
"explanation": 5216,
"simply": 13390,
"form": 5837,
"relevant": 12178,
"feedback": 5482,
"replies": 12332,
"receive": 11987,
"move": 8993,
"analyzing": 1122,
"collected": 2845,
"previous": 11400,
"part": 10718,
"user_input": 16124,
"great": 6358,
"job": 7675,
"up": 15770,
"lather": 7855,
"least": 7912,
"20": 126,
"rinse": 12634,
"under": 15642,
"running": 12764,
"tip": 14697,
"asking": 1333,
"answered": 1161,
"said": 12811,
"congratulate": 3096,
"tell": 14370,
"responded": 12456,
"helpful": 6701,
"goes": 6300,
"item": 7636,
"multiple": 9038,
"pieces": 10980,
"having": 6655,
"lines": 8034,
"dict": 4053,
"dictionary": 4057,
"recent": 11994,
"travel": 15371,
"history": 6814,
"recommendation": 12029,
"missing": 8828,
"extract": 5263,
"initialize": 7296,
"recently": 12003,
"traveled": 15372,
"abroad": 594,
"tested": 14447,
"covid": 3368,
"19": 111,
"ii": 7008,
"symptoms": 14214,
"suggestive": 14119,
"advise": 835,
"isolate": 7614,
"home": 6830,
"recover": 12060,
"iii": 7009,
"maintain": 8287,
"sanitization": 12843,
"generated": 6058,
"recent_travel": 12001,
"covid_symptoms": 3371,
"getting": 6259,
"lack": 7796,
"highly": 6783,
"urge": 15934,
"cdc": 2277,
"guidelines": 6422,
"experiencing": 5157,
"light": 7997,
"circumstances": 2544,
"crucial": 3434,
"rub": 12742,
"social": 13604,
"distancing": 4369,
"wherever": 16835,
"cover": 3362,
"display_toilet_hygiene": 4329,
"learn": 7904,
"reliability_options": 12186,
"disinfecting": 4266,
"reduce": 12086,
"odours": 10290,
"vinegar": 16350,
"natural": 9135,
"deodorizer": 3853,
"thank": 14488,
"website": 16747,
"contains": 3196,
"mapping": 8373,
"lists": 8055,
"access": 629,
"star": 13845,
"operator": 10374,
"unpack": 15711,
"once": 10332,
"command": 2898,
"line": 8023,
"calculate_low_toilet_hygiene": 2079,
"water_transparency": 16684,
"remaining": 12233,
"calculated": 2141,
"ranging": 11877,
"min_water_visible": 8767,
"moderate_water_visible": 8888,
"max_water_visible": 8487,
"perfect": 10876,
"example": 5056,
"38": 254,
"happened": 6587,
"someone": 13640,
"relating": 12165,
"specifically": 13713,
"more_info": 8965,
"anything": 1177,
"unusual": 15760,
"happen": 6586,
"guidance": 6417,
"antibacterial": 1167,
"touched": 15183,
"switches": 14207,
"unnecessary": 15706,
"items": 7639,
"healthcare": 6676,
"professional": 11589,
"other_person_details": 10452,
"gender": 6037,
"other_person": 10451,
"male": 8321,
"female": 5494,
"travelled_abroad": 15375,
"travelling": 15376,
"end": 4792,
"gone": 6303,
"changes": 2323,
"wish": 16925,
"consult": 3172,
"doctor": 4417,
"discomfort": 4225,
"persists": 10919,
"children": 2493,
"young": 17133,
"adult": 820,
"females": 5502,
"experience": 5154,
"vaginal": 16216,
"infections": 7239,
"genital": 6067,
"following": 5806,
"bowel": 1880,
"accurately": 658,
"litres": 8062,
"chemical_level": 2482,
"chemical": 2481,
"reservoir": 12413,
"ml": 8855,
"criteria": 3412,
"both": 1865,
"consented": 3135,
"check_toilet_hygiene": 2439,
"urine_color": 15975,
"fecal_matter": 5448,
"seat_condition": 13018,
"color": 2856,
"thresholds": 14601,
"yellow": 17097,
"presence": 11334,
"means": 8528,
"dirty": 4161,
"passed": 10752,
"arguments": 1282,
"convert": 3267,
"strings": 14009,
"lowercase": 8217,
"since": 13440,
"threshold_urine_color": 14595,
"dark": 3591,
"pale": 10651,
"threshold_fecal_matter": 14586,
"threshold_seat_condition": 14594,
"colour": 2870,
"urine_color_score": 15977,
"keyerror": 7737,
"fecalmatter": 5465,
"seatcondition": 13045,
"toilet_use": 14902,
"today": 14758,
"determine_low_hygiene": 3992,
"leaving": 7920,
"maybe": 8503,
"unsure": 15750,
"didn": 4075,
"remember": 12245,
"including": 7153,
"pass": 10747,
"matched": 8411,
"falling": 5383,
"default": 3748,
"section": 13066,
"welcome": 16772,
"nplease": 9750,
"nthank": 9860,
"consent_details": 3124,
"explicit": 5219,
"verbal": 16301,
"physical": 10966,
"contact": 3184,
"ngreat": 9439,
"interaction": 7467,
"touch_details": 15179,
"skin": 13474,
"respondent": 12457,
"precautionary": 11232,
"nit": 9490,
"precautions": 11233,
"collecting": 2846,
"sure": 14162,
"take": 14260,
"protect": 11673,
"respondents": 12461,
"proceed": 11556,
"normal": 9674,
"nno": 9543,
"worries": 16984,
"don": 4439,
"special": 13705,
"interacting": 7466,
"collect": 2843,
"unless": 15700,
"ni": 9460,
"sorry": 13655,
"obtain": 10197,
"concerned": 3019,
"would": 16995,
"go": 6294,
"nif": 9463,
"obtaining": 10199,
"feel": 5486,
"uncomfortable": 15634,
"moving": 9005,
"forward": 5860,
"revisit": 12600,
"later": 7849,
"explain": 5208,
"why": 16860,
"collection": 2847,
"nunderstood": 10086,
"subject": 14052,
"explicitly": 5220,
"grant": 6342,
"unfortunately": 15670,
"able": 583,
"conduct": 3058,
"mind": 8771,
"vary": 16275,
"might": 8676,
"ways": 16719,
"gather": 6020,
"free": 5889,
"reach": 11909,
"require": 12379,
"assistance": 1363,
"nhave": 9443,
"ahead": 896,
"check_low_toilet_hygiene": 2403,
"activities": 710,
"activity": 711,
"correct": 3287,
"outcomes": 10486,
"did_not_wash": 4068,
"used_flushable_wet_wipes": 16081,
"iterate": 7640,
"washing_status": 16554,
"_hand_washed": 526,
"flushable_wipe_usage": 5751,
"match": 8409,
"hence": 6704,
"returning": 12570,
"ethic": 4957,
"calculate_toilethygeine": 2123,
"py": 11761,
"calculate_toiletyhyg": 2127,
"ethnicity": 4978,
"hyg": 6918,
"asian": 1313,
"caucasian": 2259,
"90": 420,
"african": 851,
"ethnic": 4977,
"group": 6384,
"africanamerican": 852,
"described": 3887,
"persons": 10939,
"limits": 8021,
"valid_colors": 16222,
"insensitive": 7373,
"comparison": 2942,
"colors": 2868,
"rest": 12508,
"assured": 1377,
"pee": 10817,
"nerror": 9293,
"contaminations": 3222,
"explained": 5212,
"firstly": 5632,
"allows": 995,
"us": 16023,
"easily": 4630,
"name": 9111,
"character": 2330,
"exclamation": 5085,
"mark": 8380,
"concatenate": 3008,
"morning": 8968,
"cleaned_name": 2653,
"resulting": 12541,
"sys": 14218,
"argv": 1283,
"disinfectant": 4260,
"roll": 12696,
"paper": 10662,
"old": 10318,
"runs": 12771,
"exclaimation": 5084,
"marks": 8391,
"blank": 1790,
"space": 13694,
"greeting": 6369,
"hello": 6697,
"checking": 2468,
"characters": 2332,
"personalized": 10933,
"greetings": 6370,
"ensuring": 4848,
"points": 11082,
"inappropriately": 7136,
"looking": 8141,
"validity": 16241,
"incorporates": 7169,
"toilet_area": 14772,
"occupied": 10214,
"water_consumption": 16624,
"consumption": 3181,
"number_of_flushes": 10041,
"days": 3633,
"ten": 14408,
"extra_usage": 5262,
"54": 312,
"total_water_consumption": 15162,
"consuption": 3182,
"calculation": 2151,
"formula": 5850,
"79": 389,
"privacy": 11452,
"transforming": 15320,
"behaviour": 1685,
"aspect": 1336,
"implementing": 7075,
"getpass": 6252,
"prompt_user": 11641,
"now": 9741,
"unique": 15685,
"id": 6972,
"uid": 15598,
"choices": 2506,
"ascii_uppercase": 1308,
"digits": 4099,
"duration": 4591,
"minutes": 8812,
"spend": 13726,
"check_time": 2436,
"last": 7823,
"difference": 4087,
"diff": 4082,
"elapsed": 4687,
"record_visit": 12055,
"record": 12050,
"log": 8104,
"mode": 8867,
"toiletlog": 14993,
"timestamp": 14685,
"ts": 15455,
"strftime": 14003,
"40": 269,
"passes": 10755,
"inputted": 7369,
"low_hygiene_thresholds": 8173,
"amber": 1032,
"meets": 8593,
"neither": 9283,
"met": 8634,
"deemed": 3740,
"soiled": 13613,
"absence": 598,
"soil": 13612,
"those": 14558,
"occasions": 10205,
"adherence": 786,
"hand_hygiene": 6465,
"washes_immediately": 16543,
"had_soil": 6446,
"handwashed": 6543,
"maybe_handwashed": 8505,
"not_enough_handwashes": 9694,
"handwashes": 6548,
"no_handwashing": 9574,
"most": 8975,
"had_soap": 6444,
"didnt_have_poop": 4077,
"num_handwashes": 9944,
"scenario": 12918,
"thad": 14482,
"tdidn": 14349,
"poop": 11112,
"integer": 7447,
"represent": 12355,
"involving": 7537,
"took": 15066,
"place": 11013,
"because": 1654,
"among": 1044,
"defined": 3775,
"floor": 5687,
"square": 13794,
"meters": 8640,
"liters": 8059,
"calculate_daily_water_usage": 2051,
"daily_water_usage": 3578,
"calculate_wastage_percentage": 2137,
"total_water_supply": 15163,
"wastage_percentage": 16584,
"3879": 258,
"wastage": 16583,
"nenter": 9292,
"whole": 16857,
"regressor": 12137,
"np": 9746,
"sqrt": 13793,
"performance": 10891,
"coefficients": 2822,
"adjusted": 797,
"abs": 595,
"coef_": 2818,
"intercept_": 7470,
"86400": 404,
"intercept": 7469,
"quite": 11823,
"increasing": 7185,
"predicted": 11265,
"high_toilet_hygiene_analysis_for_beginners_results": 6761,
"update_toilet_hygiene": 15826,
"markdown": 8382,
"formatted": 5843,
"message_low": 8626,
"message_medium": 8627,
"message_high": 8624,
"nuse": 10102,
"products": 11579,
"schedules": 12933,
"nencourage": 9289,
"nearby": 9231,
"nkeep": 9496,
"ranges": 11876,
"returned": 12568,
"dry_run": 4528,
"user_inputs": 16130,
"toileted": 14927,
"transformed": 15295,
"nyour": 10141,
"ntransformed": 9886,
"helps": 6703,
"protects": 11678,
"others": 10457,
"sick": 13348,
"afterwards": 861,
"awesome": 1522,
"surroundings": 14174,
"update_hygiene": 15794,
"mild": 8678,
"lambda": 7808,
"represents": 12360,
"lastly": 7843,
"verify": 16307,
"calculating": 2150,
"pattern": 10782,
"alone": 998,
"condition2": 3038,
"condition3": 3039,
"etiquette": 4987,
"sharing": 13290,
"calculate_toilet_odour_index": 2122,
"youhed": 17132,
"cleanedhands": 2674,
"condtional": 3057,
"execution": 5105,
"calculate_toilet_hygeine": 2119,
"reasons": 11964,
"low_toilet_hygiene": 8196,
"initializing": 7299,
"zero": 17162,
"greater": 6360,
"lesser": 7947,
"contaminated": 3210,
"drinking": 4493,
"little": 8066,
"bit": 1781,
"left": 7925,
"hurray": 6902,
"kinda": 7755,
"inclusive": 7155,
"indicates": 7210,
"owner": 10599,
"anybody": 1174,
"strangers": 13979,
"knocking": 7769,
"anyone": 1176,
"entire": 4865,
"house": 6861,
"probability": 11533,
"prob": 11485,
"95": 437,
"chance": 2310,
"nobody": 9618,
"cleans": 2738,
"higher": 6776,
"families": 5389,
"share": 13282,
"slightly": 13488,
"guests": 6415,
"lowest": 8220,
"stranger": 13978,
"freely": 5891,
"roam": 12680,
"almost": 997,
"negligible": 9280,
"everyone": 5036,
"alongside": 1000,
"fall": 5380,
"mildly": 8682,
"unpleasant": 15713,
"rationale": 11894,
"inline": 7311,
"duration_since_last_flush": 4599,
"frequency_of_urination": 5919,
"presence_of_fecal_matter": 11342,
"level_of_odor": 7963,
"severity_level": 13257,
"180": 108,
"urination": 15965,
"several": 13242,
"slight": 13487,
"severitylevel": 13259,
"sources": 13692,
"included": 7151,
"newspaper": 9383,
"get_article": 6089,
"url": 16018,
"download": 4466,
"parse": 10712,
"articles": 1297,
"extract_information": 5266,
"extracted": 5267,
"title": 14714,
"high_reliable_sources": 6750,
"ignore_index": 7006,
"irrelevant": 7551,
"medium_reliable_sources": 8581,
"unreliable": 15725,
"processing": 11568,
"news": 9382,
"york": 17129,
"wall": 16468,
"street": 13993,
"journal": 7685,
"cnn": 2802,
"bbc": 1646,
"urls": 16020,
"reliabilities": 12180,
"resulting_df": 12542,
"transformed_data": 15298,
"location": 8097,
"toilet_location": 14838,
"exist": 5117,
"listdir": 8050,
"skip": 13475,
"directories": 4135,
"hidden": 6722,
"files": 5549,
"isdir": 7599,
"contents": 3228,
"nwarning": 10115,
"nmedium": 9522,
"loops": 8146,
"assumed": 1371,
"warrant": 16503,
"filepath": 5547,
"built": 1996,
"filesystem": 5551,
"operations": 10373,
"listing": 8054,
"invoked": 7531,
"sinks": 13452,
"sink": 13447,
"showers": 13338,
"shower": 13334,
"urinal": 15941,
"bins": 1768,
"bin": 1758,
"transformation": 15292,
"areas": 1266,
"prompting": 11644,
"select": 13089,
"enumerate": 4879,
"position": 11150,
"wants": 16486,
"npress": 9759,
"completed": 2960,
"chosen": 2517,
"dispensers": 4289,
"enters": 4864,
"five": 5649,
"asks": 1335,
"specify": 13718,
"converts": 3271,
"selection": 13107,
"array": 1291,
"confirming": 3086,
"modify": 8907,
"spaces": 13695,
"respecting": 12446,
"update_extreme_hygiene": 15782,
"setting": 13235,
"no_change": 9555,
"successfully": 14082,
"failure": 5366,
"failed": 5361,
"nothing": 9713,
"stating": 13876,
"rigorous": 12627,
"procedures": 11555,
"succeeded": 14078,
"notify": 9723,
"waste": 16585,
"cleaning_method": 2698,
"cleaner": 2675,
"brush": 1969,
"instructions": 7426,
"pour": 11200,
"let": 7950,
"sit": 13453,
"toiletbrush": 14915,
"dip": 4118,
"swish": 14203,
"loose": 8147,
"debris": 3685,
"kind": 7754,
"something": 13641,
"wrong": 17021,
"hope": 6841,
"displaying": 4342,
"belongs": 1700,
"attendant": 1399,
"accordingly": 644,
"updating": 15898,
"yet": 17122,
"housekeeping": 6869,
"staff": 13809,
"preferences": 11298,
"semi": 13114,
"private": 11474,
"public_msg": 11714,
"semi_priv_msg": 13115,
"priv_msg": 11450,
"partially": 10725,
"adhered": 785,
"positive": 11153,
"concatenation": 3009,
"rather": 11888,
"substitution": 14072,
"consistency": 3151,
"across": 673,
"product": 11575,
"assigns": 1361,
"toilet_deoderant": 14802,
"deodoriser": 3848,
"air_freshner": 922,
"calculate_score": 2109,
"tot_marks": 15103,
"demonstrates": 3822,
"toiletry": 15004,
"toilet_status": 14890,
"manage_odor": 8341,
"clothes": 2787,
"workouts": 16973,
"teeth": 14368,
"assigned": 1355,
"resposibility": 12500,
"global": 6280,
"nnew": 9541,
"assignment": 1359,
"nfinal": 9425,
"nresponsibility": 9796,
"found": 5862,
"itself": 7655,
"calculate_toilet_hygiene": 2120,
"hygine": 6958,
"trustworthiness": 15447,
"observation": 10175,
"saw": 12894,
"watching": 16613,
"increase": 7177,
"25": 190,
"simultaneously": 13438,
"switcher": 14206,
"got": 6318,
"update_extreme_toilet_hygiene": 15784,
"respective": 12447,
"spots": 13759,
"associated": 1369,
"curr_comments": 3468,
"strategy": 13982,
"initiative": 7305,
"deterioration": 3965,
"distribution": 4378,
"rand": 11854,
"33": 236,
"education": 4660,
"campaign": 2172,
"targeting": 14309,
"students": 14033,
"new_action": 9310,
"poster": 11187,
"competition": 2948,
"organized": 10425,
"awareness": 1519,
"maintaining": 8295,
"67": 353,
"enforce": 4808,
"stricter": 14005,
"penalties": 10829,
"defecating": 3763,
"punishments": 11738,
"fine": 5619,
"install": 7399,
"automatic": 1434,
"monitor": 8933,
"patterns": 10783,
"authorities": 1424,
"notified": 9720,
"sees": 13082,
"sudden": 14085,
"newly": 9380,
"implemented": 7074,
"comment": 2905,
"existing": 5121,
"revert": 12584,
"original": 10430,
"feature_extraction": 5429,
"countvectorizer": 3359,
"naive_bayes": 9106,
"multinomialnb": 9036,
"pipeline": 10995,
"review": 12588,
"tolist": 15053,
"rating": 11889,
"stages": 13811,
"count_vectorizer": 3345,
"stop_words": 13962,
"english": 4829,
"max_features": 8444,
"500": 303,
"classifier": 2576,
"pipe": 10992,
"vec": 16280,
"clf": 2758,
"17": 100,
"train": 15249,
"sentiment": 13171,
"new_review": 9354,
"new_rev_vect": 9353,
"pred": 11238,
"negative": 9271,
"classified": 2575,
"incorrectly": 7176,
"denied": 3827,
"request": 12375,
"calling": 2161,
"wait": 16451,
"reply": 12333,
"comparing": 2940,
"execute": 5099,
"granting": 6344,
"involves": 7536,
"performing": 10895,
"toiletries": 15002,
"updatelowtoiletries": 15893,
"update_low_toiletries": 15804,
"toothpaste": 15078,
"quantity": 11794,
"replacing": 12326,
"buying": 2015,
"buy": 2014,
"toothbrush": 15073,
"new_toiletries": 9367,
"ready": 11943,
"complete": 2959,
"field": 5519,
"requirement": 12392,
"transform_data": 15269,
"input_file": 7343,
"output_folder": 10518,
"incomplete": 7160,
"incomplete_rows": 7161,
"iterrows": 7648,
"country": 3355,
"nan": 9119,
"indicator": 7219,
"sep": 13172,
"year": 17091,
"to_numeric": 14753,
"errors": 4931,
"coerce": 2825,
"astype": 1381,
"int64": 7441,
"notna": 9734,
"dropna": 4504,
"output_path": 10522,
"_transformed": 559,
"folder": 5795,
"paths": 10774,
"input_folder": 7346,
"processed": 11563,
"sorted": 13660,
"glob": 6279,
"input_text": 7362,
"solutions": 13628,
"wiping": 16920,
"cotton": 3316,
"balls": 1586,
"soaked": 13557,
"essential": 4941,
"oils": 10314,
"desired": 3906,
"friendly": 5948,
"ncontrol": 9201,
"increment": 7188,
"shown": 13342,
"check_handwash": 2384,
"liquid": 8043,
"finished": 5622,
"chain": 2304,
"re": 11908,
"technique": 14362,
"alternatively": 1021,
"simpler": 13387,
"clarity": 2563,
"avoidance": 1513,
"ethical": 4961,
"considerations": 3147,
"dry_toilet": 4538,
"belong": 1698,
"amongst": 1045,
"cultures": 3447,
"rooms": 12711,
"urinating": 15964,
"impolite": 7083,
"nand": 9121,
"asians": 1316,
"squat": 13798,
"holes": 6826,
"dug": 4576,
"ground": 6383,
"culture": 3446,
"prefer": 11293,
"relieving": 12221,
"afterward": 860,
"nor": 9668,
"ntry": 9889,
"suggesting": 14113,
"bidets": 1752,
"communities": 2928,
"defecation": 3764,
"common": 2919,
"nhowever": 9455,
"efforts": 4680,
"towards": 15193,
"sanitizing": 12861,
"nas": 9130,
"promoting": 11619,
"techniques": 14364,
"na": 9090,
"nb": 9147,
"nc": 9167,
"keyboardinterrupt": 7733,
"nexiting": 9387,
"haven": 6654,
"depends": 3872,
"attempts": 1395,
"experiment": 5158,
"game": 6008,
"inp1": 7318,
"turn": 15508,
"faucet": 5408,
"inp2": 7319,
"turned": 15515,
"inp3": 7320,
"wonderful": 16941,
"inp4": 7321,
"oops": 10347,
"action_map": 686,
"sent": 13166,
"emergency": 4731,
"services": 13201,
"map": 8371,
"maps": 8374,
"attempt": 1391,
"retrieved": 12562,
"know": 7770,
"transform_low_toilet_hygiene": 15281,
"cleanliness_score": 2726,
"74": 374,
"75": 376,
"82": 397,
"whose": 16859,
"initial": 7283,
"odour": 10281,
"controlled": 3257,
"uncontrolled": 15639,
"transform_extreme_toilet_hygiene": 15272,
"regime": 12126,
"frequent": 5927,
"informed": 7263,
"risks": 12665,
"learning": 7909,
"hacking": 6440,
"extreme_toilet_hygiene": 5290,
"recent_activity": 11995,
"logs": 8127,
"past": 10759,
"24": 182,
"hours": 6853,
"unknown": 15695,
"sanitary": 12840,
"flushed": 5754,
"agents": 877,
"agent": 876,
"john": 7678,
"mary": 8393,
"bleach": 1791,
"phrases": 10965,
"tampons": 14283,
"harsh": 6606,
"responsible": 12491,
"determine_low_toilet_hygiene": 3993,
"dirty_seat": 4176,
"overflowing_bin": 10566,
"uncleanable_urine": 15630,
"look": 8138,
"pretty": 11378,
"gross": 6382,
"ll": 8071,
"toilet_condition": 14799,
"display_message": 4312,
"urine_present": 15993,
"fecal_matter_present": 5452,
"combination": 2884,
"vs": 16437,
"beginning": 1677,
"exactly": 5048,
"tracking": 15242,
"selects": 13108,
"tracks": 15243,
"username": 16165,
"privacy_setting": 11469,
"washed_hands": 16536,
"assistant": 1364,
"prompt_for_username": 11639,
"check_privacy_setting": 2418,
"track_hand_washing": 15240,
"display_final_output": 4299,
"nhi": 9448,
"nhello": 9445,
"conversation": 3263,
"confidential": 3073,
"rand_num": 11856,
"forgot": 5835,
"remembered": 12246,
"nuh": 9896,
"toilethyginece": 14973,
"toilet_transparency": 14895,
"deodorizer_required": 3855,
"deodorization": 3849,
"applying": 1222,
"tusing": 15522,
"tdeodorizing": 14346,
"tno": 14743,
"application": 1206,
"treatments": 15388,
"nactual": 9093,
"nprogram": 9768,
"ended": 4799,
"date": 3617,
"workplace": 16974,
"factors": 5342,
"smells": 13514,
"emanating": 4726,
"simplicity": 13388,
"states": 13874,
"occur": 10218,
"reality": 11951,
"complex": 2966,
"trees": 15394,
"employed": 4749,
"last_clean": 7826,
"read_last_clean": 11924,
"current_date": 3489,
"days_since_clean": 3649,
"coming": 2896,
"detect_odor": 3937,
"cues": 3444,
"vis_cues": 16370,
"inspect_visual_cues": 7385,
"file_path": 5538,
"json": 7688,
"last_cleaned": 7827,
"reading": 11932,
"detect": 3920,
"sensor_values": 13164,
"get_sensor_readings": 6197,
"oddor": 10229,
"inspect": 7381,
"camera_images": 2169,
"fetch_camera_images": 5510,
"images": 7038,
"identify": 6983,
"violations": 16360,
"helper": 6700,
"omitted": 10329,
"brevity": 1948,
"went": 16778,
"took_a_dump": 15067,
"werehed": 16781,
"hey": 6714,
"disgusting": 4249,
"doesn": 4430,
"unacceptable": 15612,
"feces": 5470,
"vomit": 16431,
"object": 10151,
"dir_obj": 4125,
"scandir": 12911,
"is_file": 7574,
"content": 3227,
"scan": 12910,
"documents": 4426,
"unclean": 15627,
"objects": 10159,
"imports": 7090,
"interact": 7465,
"sleep": 13482,
"short": 13307,
"period": 10901,
"iterates": 7642,
"contain": 3189,
"element": 4702,
"sequence": 13184,
"truth": 15449,
"expression": 5237,
"door_status": 4447,
"open_door": 10355,
"get_toilet_state": 6220,
"clean_level": 2606,
"choose_cleaning_method": 2511,
"clean_toilets": 2635,
"close_door": 2773,
"unable": 15611,
"allowing": 994,
"serve": 13195,
"opens": 10366,
"door": 4443,
"simulate": 13393,
"opening": 10361,
"closes": 2780,
"closing": 2784,
"database": 3604,
"chooses": 2513,
"scrub_floor": 12980,
"spray_disinfectant": 13771,
"sanitize_seat": 12849,
"scrubs": 12996,
"sprays": 13776,
"sanitizes": 12860,
"handles": 6492,
"toilet_hygiene": 14815,
"kept": 7728,
"hygenic": 6928,
"doing": 4435,
"abstractions": 608,
"edge": 4652,
"constructs": 3171,
"defaults": 3759,
"washroom1": 16561,
"washroom2": 16562,
"washroom3": 16563,
"was_hand_washed": 16509,
"decrease": 3721,
"uh": 15595,
"label": 7787,
"combinations": 2885,
"raising": 11850,
"weren": 16783,
"turd_count": 15503,
"fecal_smell": 5460,
"analyzes": 1121,
"turds": 15504,
"pink": 10988,
"fishy": 5634,
"unwanted": 15764,
"remain": 12230,
"wow": 16997,
"super": 14138,
"turd": 15502,
"mostly": 8987,
"residual": 12427,
"decomposing": 3715,
"organic": 10419,
"investigate": 7523,
"colored": 2864,
"likely": 8016,
"solid": 13619,
"sparkling": 13700,
"ensures": 4847,
"lid_status": 7988,
"leave": 7916,
"formatting": 5844,
"reverse": 12581,
"body_odor": 1836,
"hand_washing": 6473,
"toilet_cleanliness": 14796,
"unhygenic": 15678,
"environment": 4889,
"unhealthy": 15675,
"manageable": 8347,
"hygeinic": 6925,
"enviornment": 4884,
"toiletcleaningforengineerforbeginner": 14918,
"update_toilethyginece": 15833,
"piece": 10979,
"expressions": 5238,
"explanatory": 5218,
"added": 757,
"clarify": 2561,
"thought": 14560,
"management": 8349,
"scale": 12900,
"multiplier": 9046,
"standard": 13829,
"score_multiplier": 12959,
"efficiency": 4675,
"saver": 12888,
"comfort": 2892,
"height": 6694,
"currently": 3524,
"support": 14156,
"seem": 13078,
"more_advice": 8961,
"understood": 15653,
"best": 1709,
"luck": 8253,
"enum": 4878,
"tankreliability": 14297,
"classmethod": 2581,
"get_random_reliability": 6171,
"cls": 2793,
"clogging": 2769,
"problems": 11550,
"arise": 1285,
"purchase": 11739,
"tanks": 14298,
"reputable": 12365,
"manufacturers": 8368,
"enumeration": 4880,
"seen": 13081,
"predict_toilet_odour": 11263,
"x_new": 17037,
"smell_level": 13508,
"gracefully": 6330,
"specifies": 13717,
"scored": 12961,
"45": 281,
"washer": 16538,
"quit": 11822,
"initially": 7300,
"num_times_washed": 10011,
"user_response": 16137,
"infinite": 7244,
"repeatedly": 12300,
"tests": 14451,
"simulates": 13432,
"rate": 11885,
"selecting": 13106,
"begin": 1668,
"terminates": 14423,
"exits": 5131,
"encounters": 4784,
"privacy_level": 11459,
"base": 1596,
"basic_scores": 1605,
"min_score": 8740,
"max_score": 8470,
"final_score": 5595,
"dictionaries": 4056,
"ending": 4801,
"multiplied": 9045,
"resultant": 12539,
"min_air_gap_level": 8702,
"millimeters": 8692,
"max_bowl_level": 8436,
"percent": 10852,
"total_flushes": 15126,
"average_water_usage": 1460,
"air_gap": 924,
"gap": 6010,
"mm": 8856,
"bowl_level": 1899,
"violation": 16357,
"lpf": 8235,
"inadequate": 7133,
"findings": 5617,
"samples": 12836,
"violated": 16354,
"vio": 16352,
"47": 287,
"69": 359,
"display_extreme_toilet_hygiene": 4296,
"n2": 9066,
"n3": 9067,
"wear": 16736,
"disposable": 4347,
"entering": 4857,
"spray": 13763,
"typically": 15563,
"chose": 2516,
"disposal": 4349,
"donning": 4441,
"cleanse": 2741,
"constants": 3162,
"red": 12080,
"033": 27,
"91m": 428,
"green": 6365,
"92m": 430,
"93m": 434,
"endc": 4797,
"0m": 37,
"perform_dry_run": 10884,
"respond": 12455,
"sections": 13067,
"ncongratulation": 9192,
"entail": 4850,
"windows": 16884,
"fresh": 5934,
"mop": 8951,
"codes": 2815,
"terminal": 14420,
"warnings": 16501,
"confirm": 3082,
"phase": 10950,
"situations": 13459,
"comfortable": 2894,
"continuing": 3238,
"hardcoding": 6596,
"typeerror": 15557,
"template": 14394,
"mopped": 8953,
"target": 14303,
"drop": 4499,
"4f": 299,
"prediction": 11283,
"transform_high_toilet_hygiene": 15278,
"unit": 15687,
"keep_toilet_area_clean": 7719,
"biases": 1749,
"lot": 8154,
"reports": 12353,
"basename": 1602,
"__file__": 460,
"transform_low_toilet": 15280,
"min_reliability": 8736,
"max_reliability": 8468,
"get_user_consent": 6230,
"trash": 15365,
"okay": 10316,
"won": 16940,
"achieved": 661,
"assert": 1342,
"nwipe": 10132,
"nclean": 9180,
"known": 7776,
"64": 344,
"99": 448,
"utilizing": 16192,
"insufficient_soap": 7434,
"bad_handwashing": 1565,
"observing": 10191,
"ounces": 10462,
"observers": 10189,
"conclude": 3023,
"appeared": 1194,
"reported": 12348,
"improper": 7098,
"attempted": 1393,
"individuals": 7226,
"neglect": 9276,
"involved": 7534,
"reflect": 12109,
"engineering": 4824,
"decisions": 3705,
"water_quality": 16664,
"airflow": 940,
"factor": 5333,
"min_water_quality": 8764,
"min_airflow": 8703,
"min_cleaning": 8712,
"weighted": 16768,
"total_score": 15150,
"260": 198,
"determine_low_handwash": 3988,
"caucasian_threshold": 2261,
"asian_threshold": 1315,
"percent_washed": 10857,
"handwashed_percentage": 6545,
"caucasians": 2262,
"significant": 13369,
"83": 398,
"41": 273,
"91": 426,
"23": 178,
"middleeastern": 8671,
"handwash_frequency": 6525,
"sometimes": 13643,
"rarely": 11882,
"resp": 12441,
"determining": 4013,
"ask_user": 1327,
"quits": 11824,
"num_attempts": 9906,
"rand_num1": 11857,
"rand_num2": 11858,
"summed": 14132,
"play": 11034,
"dice": 4052,
"six": 13460,
"sided": 13351,
"giving": 6275,
"my": 9059,
"die": 4079,
"rolled": 12697,
"win": 16879,
"assertionerror": 1344,
"wasn": 16581,
"calculate_low_toiletries": 2082,
"followers": 5805,
"has_soap": 6632,
"inventory": 7518,
"settings": 13236,
"requires_hand_wash": 12396,
"tootpaste": 15080,
"follower": 5804,
"expert": 5163,
"tailored": 14258,
"beginner_responses": 1675,
"papers": 10674,
"expert_responses": 5191,
"cause": 2265,
"blockages": 1800,
"accessible": 632,
"tfidfvectorizer": 14471,
"classification_report": 2573,
"confusion_matrix": 3094,
"toilets_odor": 15018,
"hygienic": 6955,
"consisting": 3154,
"vectorization": 16283,
"vect": 16281,
"beforehand": 1666,
"processes": 11567,
"started": 13856,
"seat_state": 13035,
"bowl_cleanliness": 1888,
"ntheir": 9865,
"nlet": 9501,
"question": 11808,
"lid_closed": 7981,
"visibly": 16389,
"nthey": 9870,
"nmaybe": 9521,
"close": 2772,
"really": 11952,
"em": 4720,
"restarting": 12510,
"transparancy": 15337,
"hygene": 6927,
"decide": 3693,
"classification": 2572,
"59": 324,
"87": 406,
"analyze_toilet": 1101,
"image": 7021,
"img_files": 7048,
"jpg": 7687,
"img_file": 7047,
"grayscale": 6355,
"img": 7043,
"cv2": 3551,
"imread": 7127,
"gray": 6351,
"cvtcolor": 3552,
"color_bgr2gray": 2857,
"feat1": 5420,
"detect_fecal_matter": 3929,
"feat2": 5421,
"detect_urine_smell": 3943,
"feat3": 5422,
"measure_water_level": 8537,
"to_dict": 14750,
"records": 12059,
"requested": 12376,
"upright": 15922,
"tp_status": 15219,
"replenish": 12327,
"uprightness": 15923,
"seat_status": 13036,
"floor_status": 5702,
"sitting": 13456,
"stocked": 13949,
"nice": 9461,
"ifttt": 7004,
"webhooks": 16745,
"trigger": 15406,
"event": 5028,
"occurs": 10226,
"platform": 11033,
"via": 16333,
"email": 4721,
"sms": 13531,
"whenever": 16829,
"relative": 12169,
"requests": 12378,
"send_ifttt_message": 13125,
"own": 10598,
"api_key": 1185,
"your_api_key": 17137,
"send": 13118,
"applet": 1201,
"headers": 6670,
"authorization": 1426,
"bearer": 1650,
"payload": 10786,
"value1": 16244,
"value2": 16245,
"value3": 16246,
"maker": 8317,
"appliance": 1203,
"bathroom_humidity": 1623,
"post": 11177,
"http": 6882,
"api": 1184,
"v1": 16204,
"notification": 9718,
"ok": 10315,
"individually": 7225,
"toilet_clean": 14788,
"seat_down": 13023,
"urinal_present": 15948,
"urinal_detected": 15946,
"bowl_clean": 1887,
"bowl_clear": 1889,
"water_running": 16666,
"water_flowing": 16637,
"washlet_presence": 16557,
"machine": 8267,
"attached": 1387,
"washlet_available": 16556,
"meet": 8590,
"paid": 10642,
"maintenance": 8300,
"clean_toilet": 2632,
"ethinicity": 4975,
"detergent": 3958,
"ethincity": 4974,
"operation": 10372,
"_dry_run": 502,
"_clean_with_asian_detergent": 494,
"_clean_with_african_detergent": 493,
"_clean_with_caucasian_detergent": 495,
"detergents": 3962,
"refilling": 12106,
"pouring": 11203,
"rinsing": 12643,
"swishing": 14204,
"letting": 7956,
"few": 5515,
"programmers": 11607,
"logical": 8121,
"operators": 10375,
"keep_toilet_clean": 7720,
"enough_water": 4839,
"no_odour": 9581,
"owner_saw": 10600,
"visitor": 16405,
"visitor_cleaned": 16406,
"sufficient_light": 14097,
"soap_dispenser_full": 13571,
"handwash_sign": 6535,
"overall_score": 10549,
"severities": 13254,
"atleast": 1384,
"above_mean": 593,
"find": 5604,
"uppon": 15920,
"occurrences": 10224,
"test_cases": 14438,
"86": 403,
"73": 373,
"glass": 6276,
"camera": 2167,
"imutils": 7129,
"numpy": 10082,
"serialized": 13190,
"detector": 3953,
"disk": 4275,
"info": 7249,
"loading": 8082,
"facial": 5319,
"recognition": 12019,
"protopath": 11684,
"haarcascade_frontalface_default": 6436,
"xml": 17061,
"modelpath": 8874,
"lbpcascadefacedetector": 7884,
"yaml": 17087,
"cascadeclassifier": 2221,
"haarcascades": 6437,
"grab": 6329,
"imagepaths": 7037,
"list_images": 8049,
"imagepath": 7036,
"faces": 5318,
"rects": 12071,
"detectmultiscale": 3952,
"scalefactor": 12906,
"minneighbors": 8802,
"minsize": 8808,
"flags": 5666,
"cascade_scale_image": 2220,
"region": 12129,
"interest": 7471,
"roi": 12690,
"black": 1785,
"pixels": 11009,
"retval": 12573,
"255": 194,
"thresh_binary": 14572,
"cnts": 2804,
"findcontours": 5615,
"copy": 3280,
"retr_external": 12556,
"chain_approx_simple": 2305,
"contour": 3241,
"largest": 7821,
"compute": 2998,
"bounding": 1877,
"box": 1926,
"contourarea": 3242,
"radius": 11836,
"minenclosingcircle": 8775,
"draw": 4481,
"circle": 2538,
"rectangle": 12066,
"classify": 2578,
"window": 16882,
"deep": 3741,
"describe": 3885,
"imshow": 7128,
"waitkey": 16460,
"cleanup": 2752,
"screen": 12971,
"destroyallwindows": 3916,
"guideline": 6420,
"improving": 7113,
"hose": 6844,
"plumber": 11056,
"naction": 9092,
"ttoilet": 15482,
"uncleaned": 15631,
"todor": 14763,
"ncontinue": 9200,
"second": 13055,
"ncase": 9170,
"third": 14550,
"stronger": 14018,
"scrubbed": 12987,
"stores": 13969,
"topic": 15091,
"discussed": 4240,
"gradually": 6334,
"explore": 5222,
"impact": 7064,
"imported": 7088,
"trusted": 15443,
"worry": 16986,
"math": 8420,
"hand_washed": 6471,
"dry_hands": 4520,
"multiplying": 9048,
"tot_score": 15106,
"routines": 12734,
"strip": 14010,
"uses_assistance": 16169,
"disability": 4197,
"toilethygine": 14970,
"react": 11913,
"differently": 4090,
"men": 8599,
"tend": 14413,
"produce": 11571,
"moisture": 8918,
"women": 16939,
"release": 12176,
"small": 13500,
"amounts": 1064,
"fluid": 5722,
"notice": 9714,
"ordinary": 10416,
"years": 17095,
"disabilities": 4196,
"thereof": 14528,
"respectively": 12448,
"ages": 878,
"asked": 1330,
"makes": 8318,
"recommending": 12045,
"limiting": 8020,
"exposure": 5233,
"movement": 9002,
"males": 8327,
"traffic": 15247,
"maintenanc": 8299,
"low_markdown": 8177,
"med_markdown": 8551,
"employees": 4751,
"stations": 13877,
"high_markdown": 6739,
"postcode": 11185,
"half": 6450,
"intensity": 7460,
"rank": 11878,
"cleaniness": 2683,
"somewhat": 13644,
"determine_hygiene": 3984,
"excellent_cond": 5066,
"good_cond": 6306,
"fair_cond": 5370,
"poor_cond": 11118,
"determine_toilet_hygeine": 3999,
"hanbd": 6455,
"calls": 2162,
"determine_toilet_hygine": 4001,
"passing": 10756,
"refrain": 12113,
"mentioning": 8608,
"addresses": 778,
"nwiping": 10133,
"spreading": 13779,
"butt": 2010,
"cheeks": 2480,
"nbacteria": 9149,
"rim": 12629,
"author": 1423,
"ankita": 1134,
"sharma": 13291,
"24th": 189,
"june": 7697,
"2023": 139,
"determine_extreme_toilet_hygiene": 3974,
"instance": 7407,
"no_hand_sanitizer": 9568,
"dirty_urinals": 4186,
"anywhere": 1180,
"fecal_contamination": 5446,
"operating": 10371,
"search": 13007,
"file_name": 5535,
"readlines": 11940,
"updated_content": 15847,
"instances": 7409,
"overwrite": 10592,
"writelines": 17014,
"reads": 11941,
"memory": 8598,
"replaces": 12325,
"writes": 17018,
"underlying": 15647,
"oriented": 10428,
"transform_extreme_toilet": 15271,
"public_washroom": 11718,
"personal_bathroom": 10925,
"till": 14634,
"starts": 13858,
"throw": 14608,
"n1": 9065,
"detergent_amount": 3959,
"grams": 6340,
"rinse_time": 12638,
"calculate_rinse_time": 2107,
"soak_time": 13556,
"calculate_soak_time": 2112,
"dry_time": 4537,
"calculate_dry_time": 2055,
"scrub_time": 12984,
"calculate_scrub_time": 2111,
"flush_time": 5743,
"calculate_flush_time": 2065,
"soaking": 13558,
"200": 127,
"150": 87,
"300": 227,
"measuring": 8542,
"interventions": 7498,
"technologies": 14365,
"indexed": 7202,
"intervention": 7497,
"justification": 7705,
"fields": 5521,
"required_fields": 12386,
"duration_of_flush": 4595,
"missing_fields": 8831,
"unrecommended": 15724,
"flush_thresholds": 5742,
"advised": 836,
"med": 8547,
"duration_thresholds": 4600,
"shorter": 13312,
"longer": 8132,
"saving": 12892,
"devices": 4025,
"durations": 4602,
"wastefulness": 16606,
"closely": 2778,
"efficient": 4676,
"models": 8875,
"numbers": 10069,
"no_message": 9579,
"yes_with_safety_instructions": 17116,
"adapted": 724,
"yes_no_covid_precautions": 17110,
"covid_pandemic": 3370,
"designed": 3900,
"limited": 8019,
"prescence": 11330,
"req_cols": 12369,
"missing_cols": 8829,
"num_rows": 9999,
"num_cols": 9915,
"shape": 13280,
"total_odorous_cells": 15136,
"pct_odorous_cells": 10807,
"cells": 2286,
"weather": 16739,
"clarification": 2560,
"wash_hands": 16522,
"flush_toilet": 5744,
"sanitize": 12845,
"sanitize_surface": 12850,
"linen": 8030,
"change_linen": 2317,
"remove_trash": 12267,
"sanitized": 12852,
"changing": 2324,
"linens": 8031,
"removing": 12274,
"assessed": 1349,
"separately": 13177,
"conditionals": 3050,
"check_toilet": 2437,
"assess": 1347,
"washroom_reliable": 16572,
"waste_reliable": 16599,
"environment_reliable": 4890,
"attend": 1396,
"purposes": 11748,
"assessment": 1351,
"fail": 5359,
"noverall": 9738,
"affects": 847,
"opinion": 10376,
"believe": 1695,
"believes": 1696,
"thinks": 14549,
"badly": 1575,
"order": 10410,
"complaints": 2958,
"reviews": 12598,
"ones": 10338,
"greatly": 6362,
"locations": 8099,
"reviewed": 12592,
"optionally": 10402,
"word": 16947,
"paris": 10709,
"determined": 4005,
"exceptionally": 5073,
"facilities": 5320,
"words": 16961,
"meaning": 8526,
"decent": 3691,
"fourth": 5872,
"usual": 16177,
"fifth": 5523,
"meant": 8529,
"props": 11671,
"school": 12937,
"city": 2551,
"shows": 13343,
"dedication": 3730,
"ladies": 7803,
"treat": 15381,
"pandemic": 10658,
"effectively": 4670,
"display_toilethygine": 4337,
"backlight": 1540,
"rpi_backlight": 12739,
"brightness": 1951,
"ioerror": 7541,
"ultraviolet": 15608,
"uv_on": 16203,
"leds": 7924,
"beaglebone": 1648,
"usr2": 16176,
"readline": 11939,
"turning": 15517,
"echo": 4643,
"uv": 16198,
"wait_time": 16456,
"sudo": 14086,
"sh": 13272,
"proc": 11553,
"irq": 7550,
"smp_affinity": 13530,
"dataclasses": 3605,
"make_dataclass": 8311,
"intermediate": 7478,
"novice": 9739,
"remind": 12248,
"reaches": 11911,
"is_extreme": 7572,
"nreason": 9773,
"reason": 11958,
"hold": 6820,
"min_waste": 8759,
"min_water": 8760,
"min_odor": 8732,
"consumed": 3177,
"strength": 13996,
"predefined": 11253,
"keys": 7741,
"secondly": 13058,
"undertaken": 15655,
"compares": 2939,
"minimal": 8777,
"combined": 2887,
"drastic": 4480,
"warranted": 16504,
"identified": 6979,
"ot": 10435,
"fixed": 5652,
"somebody": 13637,
"missed": 8827,
"consideration": 3146,
"acceptable_values": 622,
"economy": 4649,
"ecology": 4648,
"beyond": 1738,
"environmental": 4891,
"fairness": 5376,
"internal": 7486,
"update_high_toilet_hygiene": 15790,
"toilet_conditions": 14800,
"toilet_score": 14875,
"received": 11989,
"ladder": 7801,
"matching": 8415,
"advanced": 825,
"toilet_hygiene_levels": 14824,
"enhanced": 4832,
"superior": 14141,
"ultra": 15605,
"desc": 3881,
"docstrings": 4415,
"documentation": 4423,
"7am": 391,
"10pm": 59,
"dicts": 4062,
"person_count": 10921,
"observance": 10174,
"counts": 3358,
"person_counts": 10922,
"observations": 10178,
"obs": 10166,
"percentages": 10869,
"pct_handwashed_with_people": 10798,
"last_used": 7836,
"latest": 7850,
"needs_cleaning": 9262,
"cleaning_interval": 2695,
"bathroom1": 1617,
"bathroom2": 1618,
"hasn": 6647,
"business": 2004,
"incident": 7145,
"jane": 7661,
"her": 6707,
"normal_message": 9676,
"abnormal_message": 585,
"wife": 16868,
"mopping": 8955,
"sweeping": 14200,
"husband": 6904,
"responsibilites": 12477,
"iteration": 7644,
"nperson": 9748,
"simulation": 13434,
"sense_hat": 13142,
"sensehat": 13143,
"sense": 13141,
"hat": 6649,
"white": 16848,
"128": 76,
"dirt_level": 4145,
"cleanliness_level": 2716,
"getcleanlinesslevel": 6243,
"dirt_value": 4149,
"get_temperature_from_pressure": 6205,
"set_rotation": 13222,
"show_message": 13325,
"scroll_speed": 12976,
"07": 33,
"set_pixels": 13219,
"analyze_toilethygine": 1109,
"facility": 5323,
"gained": 6000,
"probabilities": 11532,
"probabilites": 11531,
"35": 242,
"idx": 6989,
"water_in_bowl": 16641,
"seat_left_down": 13027,
"seaborn": 13001,
"sns": 13551,
"matplotlib": 8421,
"pyplot": 11762,
"plt": 11053,
"set_style": 13224,
"whitegrid": 16851,
"statistics": 13880,
"plot": 11048,
"histogram": 6812,
"ax": 1525,
"histplot": 6815,
"column1": 2877,
"figure": 5526,
"savefig": 12887,
"png": 11073,
"mkdir": 8854,
"uncomment": 15636,
"transformations": 15294,
"informational": 7261,
"plans": 11025,
"satisfied": 12867,
"symbol": 14210,
"normally": 9682,
"causing": 2271,
"output_directory": 10515,
"street_name": 13995,
"toilet_number": 14853,
"report_path": 12344,
"get_report_path": 6186,
"generate_report": 6057,
"existing_df": 5122,
"read_existing_report": 11919,
"equals": 4917,
"overwrite_report": 10593,
"md": 8508,
"checked": 2461,
"markdownify": 8385,
"header": 6668,
"new_data": 9321,
"merged_df": 8613,
"merge": 8611,
"right": 12621,
"outer": 10489,
"fillna": 5561,
"merge_to_markdown": 8612,
"table": 14240,
"ljust": 8070,
"col": 2827,
"30s": 229,
"utilizes": 16191,
"log10": 8105,
"calc_low_toilet_hygiene": 2033,
"washroom_size": 16573,
"number_of_flushes_per_day": 10042,
"average_flush_volume": 1449,
"likelihood": 8015,
"size": 13463,
"volume": 16428,
"min_washroom_size": 8758,
"max_flushes_per_day": 8449,
"max_flush_volume": 8447,
"toilet_odor_threshold": 14858,
"1e": 113,
"err": 4927,
"total_water_usage": 15164,
"effective_washroom_area": 4669,
"rectangular": 12068,
"numerator": 10074,
"denominator": 3830,
"exceeded": 5060,
"survey": 14178,
"his": 6808,
"null": 9897,
"isnull": 7609,
"groupby": 6387,
"occurences": 10220,
"grouped": 6389,
"last_entry": 7828,
"recorded": 12056,
"days_since_last_record": 3658,
"to_datetime": 14749,
"handwasing": 6579,
"weekly_freq": 16756,
"zone": 17170,
"usages": 16045,
"dangerous": 3588,
"123": 70,
"naive": 9105,
"bayes": 1643,
"act": 674,
"zip": 17167,
"nreview": 9801,
"think": 14547,
"he": 6666,
"uhh": 15596,
"focus": 5786,
"focusing": 5788,
"reversed": 12582,
"components": 2981,
"asterisks": 1378,
"etoh": 4989,
"required_inputs": 12389,
"feces_appearance": 5471,
"etoh_score": 4992,
"orange": 10406,
"appearance": 1191,
"fecal_appearance": 5442,
"formed": 5845,
"stool": 13954,
"runny": 12769,
"universally": 15693,
"visible_dirt": 16382,
"patient": 10776,
"identifier": 6980,
"blood": 1804,
"abo": 586,
"medical": 8566,
"allergies": 980,
"surgeries": 14170,
"nnote": 9545,
"sensitive": 13144,
"protected": 11674,
"costs": 3315,
"birth": 1778,
"residential": 12424,
"phone": 10954,
"pii": 10981,
"personally": 10935,
"identifiable": 6978,
"publicly": 11720,
"town": 15206,
"occurrence": 10223,
"offender": 10293,
"offending": 10295,
"motive": 8990,
"cultural": 3445,
"norms": 9684,
"mental": 8604,
"substance": 14069,
"abuse": 609,
"sexual": 13268,
"assault": 1338,
"committed": 2913,
"deaths": 3684,
"fatalities": 5406,
"injuries": 7309,
"injured": 7308,
"nsource": 9836,
"kaggle": 7710,
"science": 12939,
"2018": 133,
"overview": 10591,
"choosing": 2514,
"hesitate": 6710,
"addressed": 777,
"active": 707,
"__dry_run__": 459,
"unchanged": 15626,
"nsuccess": 9846,
"noops": 9660,
"resolved": 12436,
"holding": 6823,
"g_toilet_status": 5998,
"nhas": 9442,
"converted": 3269,
"nthe": 9864,
"bgr": 1740,
"hsv": 6878,
"colorspace": 2869,
"color_bgr2hsv": 2858,
"upper": 15912,
"boundaries": 1876,
"yellowlower": 17099,
"36": 245,
"yellowupper": 17100,
"inrange": 7372,
"bitwise": 1782,
"res": 12401,
"bitwise_and": 1783,
"total_black_pixels": 15115,
"countnonzero": 3353,
"percent_black_pixels": 10853,
"deduct": 3732,
"test_image": 14442,
"path_to_your_test_image": 10770,
"never": 9306,
"user_action": 16100,
"defining": 3777,
"branch": 1937,
"flexibility": 5671,
"utilize": 16189,
"robust": 12687,
"capable": 2193,
"dealing": 3681,
"categorization": 2252,
"congratulatory": 3101,
"congrats": 3095,
"improvements": 7111,
"contacting": 3186,
"ncontact": 9198,
"role": 12694,
"tenant": 14409,
"smiley": 13520,
"emoji": 4738,
"adds": 780,
"wherein": 16833,
"independently": 7199,
"interpreter": 7491,
"handwash_after_using_the_toilet": 6513,
"adjust": 791,
"violating": 16356,
"rules": 12751,
"deducted": 3733,
"customization": 3541,
"placeholders": 11016,
"replaced": 12321,
"domain": 4437,
"minor": 8803,
"accumulation": 652,
"suggestion": 14115,
"sanitizers": 12859,
"tissue": 14709,
"replying": 12334,
"outlined": 10502,
"desktop": 3911,
"sending": 13132,
"vacuum": 16210,
"vacuuming": 16213,
"noise": 9631,
"playing": 11038,
"sound": 13685,
"effect": 4666,
"playsound": 11040,
"wav": 16716,
"sudsy": 14088,
"noises": 9634,
"sounds": 13687,
"scrubbing1": 12992,
"scrubbing2": 12993,
"activated": 703,
"notifications": 9719,
"audio": 1417,
"_run": 548,
"enabled": 4765,
"simulating": 13433,
"achieve": 660,
"constraints": 3167,
"ammonia": 1042,
"concentrations": 3012,
"parts": 10745,
"million": 8693,
"hazard": 6656,
"darker": 3594,
"cleaners": 2680,
"water_color": 16623,
"brown": 1965,
"improperly": 7102,
"disinfected": 4264,
"handel": 6481,
"input_level": 7350,
"input_value": 7364,
"toilet_hygiene_level": 14823,
"hygeiene": 6920,
"levek": 7959,
"ethical_decision": 4963,
"impacts": 7068,
"ethical_decisions": 4964,
"easier": 4629,
"total_points": 15140,
"val": 16218,
"startswith": 13859,
"somewhatimportant": 13647,
"monitoring": 8940,
"restroommonitor": 12527,
"get_sensor_data": 6195,
"air_quality": 927,
"update_status": 15822,
"room_monitor": 12705,
"simulated": 13426,
"continuously": 3240,
"extended": 5243,
"intervals": 7495,
"sufficiently": 14098,
"moderately_safe": 8895,
"unsafe": 15736,
"ratings": 11892,
"holds": 6824,
"concerns": 3021,
"question2": 11810,
"gel": 6034,
"desk": 3909,
"drawer": 4484,
"question3": 11811,
"thanku": 14492,
"ur": 15930,
"palm": 10653,
"plz": 11065,
"question4": 11812,
"ill": 7010,
"funny": 5991,
"contaminants": 3207,
"say": 12895,
"contaminant": 3198,
"concentration": 3011,
"sample1": 12819,
"sample2": 12820,
"sample3": 12821,
"iterating": 7643,
"max_count": 8439,
"implies": 7081,
"highest": 6777,
"limit": 8017,
"irritations": 7554,
"coli": 2835,
"causes": 2270,
"diarrhea": 4048,
"coliform": 2836,
"user_responses": 16139,
"participant_id": 10730,
"participant_1": 10729,
"verbose": 16302,
"possible_responses": 11171,
"disagree": 4203,
"neutral": 9301,
"agree": 890,
"missing_questions": 8834,
"toilet_hygiene_questions": 14825,
"get_score_for_question": 6191,
"numerical": 10077,
"summing": 14133,
"dividing": 4394,
"works": 16976,
"building": 1988,
"duty": 4609,
"washrooms": 16579,
"neat": 9236,
"tidy": 14621,
"taps": 14302,
"mirrors": 8821,
"towels": 15203,
"amenities": 1038,
"premises": 11309,
"grime": 6378,
"floors": 5712,
"walls": 16474,
"knobs": 7768,
"supplies": 14152,
"garbage": 6012,
"bags": 1579,
"healthy": 6680,
"exposed": 5229,
"cleanliness_factors": 2712,
"exposed_surfaces": 5230,
"dirty_towels": 4185,
"blockage": 1799,
"plumbing": 11058,
"hide": 6723,
"pay": 10784,
"difficult": 4093,
"dish": 4251,
"nooks": 9658,
"crannies": 3380,
"especially": 4939,
"bolts": 1845,
"squeegee": 13801,
"interior": 7476,
"excess": 5075,
"exterior": 5249,
"mold": 8920,
"mildew": 8681,
"growth": 6402,
"paying": 10785,
"grout": 6399,
"tiles": 14630,
"prone": 11650,
"harboring": 6593,
"countertops": 3351,
"leftover": 7930,
"residue": 12429,
"mentioned": 8606,
"suffer": 14091,
"soft": 13609,
"cloth": 2786,
"tough": 15189,
"living": 8069,
"pets": 10945,
"recontamination": 12049,
"faker": 5379,
"fakeer": 5378,
"fake": 5377,
"generates": 6059,
"building_name": 1990,
"floor_number": 5699,
"room_number": 12706,
"washroom_type": 16577,
"current_occupancy": 3500,
"nbuilding": 9163,
"occupancy": 10207,
"vacant": 16207,
"ndry": 9226,
"dummy": 4579,
"created": 3395,
"accepts": 628,
"classifying": 2580,
"rates": 11887,
"bad_handwash_rate": 1564,
"user_with_low_handwash_rates": 16154,
"post_toilet_handwash_rate": 11182,
"unacceptably": 15615,
"affected": 845,
"num_affected_users": 9904,
"offenders": 10294,
"educational": 4662,
"educate": 4657,
"groups": 6398,
"surveys": 14182,
"benefits": 1706,
"larger": 7820,
"introduce": 7508,
"mandatory": 8358,
"reminders": 12254,
"posters": 11189,
"announcements": 1139,
"reminder": 12251,
"quarterly": 11799,
"compliance": 2969,
"comprehension": 2987,
"smaller": 13501,
"upto": 15927,
"carrying": 2218,
"gauge": 6022,
"campaigns": 2173,
"announcement": 1138,
"reviewing": 12597,
"inspections": 7395,
"validation": 16238,
"expecting": 5149,
"partially_obscured": 10726,
"fully_obscured": 5972,
"demonstration": 3824,
"demo_data": 3818,
"fecal_threshold": 5462,
"urine_threshold": 16003,
"ret": 12548,
"thresh1": 14570,
"retr_tree": 12557,
"boundingrect": 1878,
"thresh2": 14571,
"600": 332,
"app": 1188,
"decline": 3710,
"manage": 8339,
"detecting": 3947,
"user_consent_file": 16110,
"user_consent": 16109,
"creating": 3398,
"refused": 12118,
"reload": 12225,
"hour": 6851,
"involve": 7533,
"connecting": 3110,
"device": 4024,
"connected": 3109,
"total_seconds": 15152,
"simulated_odor_level": 13428,
"exceedsthreshold": 5064,
"abouthigh": 590,
"send_alert": 13119,
"bowlimmediately": 1922,
"nodor": 9626,
"console": 3156,
"opted": 10384,
"religious": 12223,
"floating": 5683,
"fails": 5365,
"descriptive": 3892,
"version": 16311,
"filters": 5577,
"filter": 5565,
"measured": 8538,
"filter_criteria": 5566,
"urine_smell": 15995,
"filtered_df": 5571,
"tuples": 15498,
"tuple": 15497,
"filtering": 5576,
"particular": 10738,
"measurement": 8539,
"indexing": 7205,
"filtered": 5568,
"importing": 7089,
"tensorflow": 14416,
"keras": 7729,
"preprocessing": 11326,
"tokenizer": 15044,
"pad_sequences": 10637,
"sequential": 13187,
"layers": 7877,
"dense": 3833,
"flatten": 5670,
"losses": 8152,
"sparsecategoricalcrossentropy": 13701,
"optimizers": 10392,
"adam": 721,
"create_tokenizer": 3394,
"texts": 14461,
"fitting": 5647,
"fit_on_texts": 5639,
"prepare_data": 11312,
"converting": 3270,
"sequences": 13186,
"integers": 7449,
"sequence_reviews": 13185,
"texts_to_sequences": 14462,
"padding": 10639,
"length": 7944,
"padded_reviews": 10638,
"maxlen": 8499,
"truncating": 15425,
"categorical": 2248,
"hot": 6849,
"encoding": 4780,
"label_encoder": 7788,
"labelencoder": 7791,
"integer_labels": 7448,
"fit_transform": 5642,
"dummy_labels": 4580,
"to_categorical": 14747,
"high_toilet_hygiene_dataset": 6763,
"extracting": 5268,
"splitted": 13752,
"preparing": 11314,
"architecture": 1249,
"32": 232,
"activation": 705,
"relu": 12226,
"softmax": 13610,
"compiling": 2950,
"compile": 2949,
"loss": 8151,
"optimizer": 10391,
"epochs": 4911,
"validation_split": 16240,
"trained": 15254,
"trained_model": 15256,
"sewage": 13260,
"backflow": 1536,
"component": 2977,
"sewer": 13264,
"trap": 15362,
"vent": 16291,
"evaluating": 5014,
"systems": 14225,
"confidence": 3064,
"sewer_line": 13265,
"warn": 16492,
"assemble": 1340,
"nwash": 10117,
"unavailable": 15621,
"nsoap": 9830,
"describes": 3888,
"routine": 12733,
"keyword": 7743,
"mentions": 8609,
"schedule": 12927,
"biodegradable": 1770,
"ideal": 6975,
"mistakes": 8839,
"avoided": 1514,
"keywords": 7744,
"procedure": 11554,
"update_extreme_toilet": 15783,
"reducing": 12090,
"usage_factor": 16031,
"tank_capacity": 14287,
"capacity": 2194,
"add_detergent": 739,
"water_usage": 16686,
"water_added": 16615,
"fill_tank": 5556,
"simulate_flush": 13405,
"added_water": 758,
"filling": 5560,
"nextreme": 9416,
"stars": 13846,
"forceful": 5825,
"guided_cleaning": 6419,
"soapy": 13602,
"plunger": 11061,
"clogs": 2770,
"drain": 4475,
"dipped": 4120,
"sponge": 13754,
"instruction_selection": 7424,
"suffice": 14093,
"trick": 15403,
"relatively": 12172,
"additional_questions": 768,
"weeks": 16758,
"buildup": 1995,
"stubborn": 14028,
"money": 8932,
"conserve": 3142,
"cut": 3545,
"epa": 4905,
"required_cols": 12384,
"classes": 2569,
"proba": 11527,
"predict_proba": 11259,
"hand_wash": 6468,
"bounds": 1879,
"crashing": 3383,
"investigation": 7525,
"sensor_1": 13152,
"sensor_2": 13154,
"dates": 3621,
"sensor_1_reliability": 13153,
"sensor_2_reliability": 13155,
"nchecking": 9176,
"reader": 11930,
"rechecks": 12012,
"tomorrow": 15054,
"occured": 10219,
"handwash_required": 6531,
"handwash_optional": 6530,
"handwash_not_enough": 6528,
"optional": 10401,
"demonstrate": 3821,
"get_handwashing_action": 6137,
"taction": 14251,
"wand": 16479,
"affecting": 846,
"scoring": 12964,
"floor_score": 5701,
"seat_score": 13034,
"wand_score": 16480,
"heavy": 6692,
"wands": 16481,
"nfeedback": 9421,
"modifying": 8908,
"ndata": 9206,
"df_copy": 4032,
"getuser": 6260,
"student": 14030,
"teacher": 14353,
"scripts": 12975,
"nremember": 9790,
"respiratory": 12452,
"diseases": 4247,
"percentage_fecal_matter": 10862,
"calculate_percentage_of_fecal_matter_found": 2097,
"agreement": 893,
"assuming": 1373,
"97": 441,
"avarage": 1445,
"high_level": 6738,
"veryclean": 16325,
"medium_level": 8574,
"moderatelyclean": 8896,
"low_level": 8176,
"lowhygiene": 8222,
"toilet_seat": 14877,
"floor_wetness": 5706,
"toilet_paper_new": 14864,
"nstatus": 9840,
"inputting": 7370,
"user_input2": 16126,
"user_input3": 16127,
"lth": 8241,
"lth_score": 8243,
"transperancy": 15358,
"84": 399,
"tranparency": 15261,
"successful": 14081,
"argparse": 1271,
"calculate_updated_score": 2132,
"current_scores": 3508,
"reward": 12603,
"punishment": 11736,
"previous_score": 11404,
"no_consent": 9559,
"updated_score": 15867,
"parser": 10716,
"argumentparser": 1281,
"add_argument": 732,
"parse_args": 10713,
"rewards": 12606,
"reward_for_consent": 12604,
"punishment_for_no_consent": 11737,
"updated_scores": 15868,
"increased": 7183,
"decreased": 3723,
"availability": 1439,
"rolls": 12699,
"prompted": 11643,
"new_level": 9330,
"user_gender": 16120,
"contaminated_seat": 3212,
"privacy_concerns": 11454,
"alternative": 1019,
"lowered": 8218,
"elderly": 4692,
"infection": 7237,
"segregated": 13086,
"worse": 16988,
"minors": 8806,
"legally": 7934,
"parental": 10703,
"defaulting": 3758,
"hygieine": 6937,
"soap_availability": 13563,
"drying_duration": 4551,
"reduced_score": 12088,
"98": 444,
"wet_wipe": 16798,
"air_dryer": 906,
"dried": 4487,
"triggered": 15408,
"backup": 1543,
"plan": 11021,
"alongwith": 1001,
"understand": 15651,
"analysts": 1085,
"geteuid": 6248,
"ran": 11853,
"excretion": 5095,
"excrement": 5089,
"assumes": 1372,
"urinalysis": 15957,
"dialogue": 4044,
"submit": 14059,
"urine_sample": 15994,
"submitting": 14061,
"generating": 6060,
"blood_present": 1806,
"ndo": 9220,
"handwashing_needed": 6563,
"prior": 11440,
"participating": 10734,
"study": 14035,
"appreciate": 1223,
"cooperation": 3277,
"calculator": 2153,
"user_weight": 16151,
"weight": 16763,
"kg": 7745,
"user_frequency": 16119,
"nhow": 9454,
"bmi": 1826,
"adequate": 782,
"improved": 7105,
"flushcount": 5753,
"fewer": 5516,
"possibly": 11176,
"covers": 3367,
"reduced": 12087,
"generic": 6064,
"concise": 3022,
"resort": 12437,
"bad_count": 1561,
"extent": 5247,
"elsewise": 4719,
"obviously": 10201,
"water_supply": 16673,
"noticed": 9716,
"nthere": 9867,
"sample_data": 12822,
"sampling": 12837,
"display_toilette_tips": 4340,
"1m": 120,
"eating": 4638,
"food": 5814,
"rectum": 12072,
"clog": 2767,
"pipes": 10996,
"backups": 1544,
"exercise": 5110,
"balanced": 1584,
"diet": 4080,
"wellness": 16776,
"immune": 7061,
"reduces": 12089,
"stress": 14001,
"weaken": 16733,
"4m": 301,
"enjoy": 4834,
"97m": 443,
"useful": 16090,
"pointers": 11081,
"ingredients": 7275,
"cloths": 2789,
"carry": 2217,
"responsibly": 12498,
"aim": 899,
"lifestyle": 7994,
"exercising": 5113,
"consuming": 3180,
"nutritious": 10109,
"meals": 8514,
"bay": 1642,
"harbor": 6592,
"harmful": 6602,
"microorganisms": 8658,
"conscientious": 3115,
"cough": 3318,
"elbows": 4691,
"sneezes": 13543,
"coughs": 3322,
"appropriately": 1228,
"check_toilet_hygeine": 2438,
"measure": 8531,
"cistern": 2545,
"generator": 6062,
"demographics": 3820,
"household": 6862,
"income": 7158,
"adopt": 815,
"contextual": 3231,
"households": 6866,
"transformed_df": 15301,
"easy": 4634,
"reference": 12098,
"infant": 7234,
"child": 2489,
"pregnant": 11307,
"low_income": 8174,
"50k": 305,
"high_income": 6737,
"100k": 46,
"too_hot": 15063,
"too_cold": 15060,
"cold": 2832,
"not_cleaned": 9692,
"moderately_cleaned": 8892,
"cleansed": 2743,
"very_cleaned": 16316,
"inplace": 7325,
"composition": 2984,
"sex": 13267,
"family_size": 5392,
"familysize": 5393,
"hhinc": 6716,
"householdincome": 6865,
"customer": 3534,
"pred_labels": 11243,
"feature1": 5426,
"threshold1": 14579,
"feature2": 5427,
"threshold2": 14580,
"pred_label": 11242,
"predictedhygienepractice": 11280,
"agg_df": 880,
"customerid": 3537,
"agg": 879,
"toiletcleanlinessscore": 14920,
"reset_index": 12416,
"aggregated": 885,
"inner": 7313,
"left_on": 7928,
"right_on": 12624,
"guide": 6418,
"decimal": 3698,
"dir_path": 4126,
"file_list": 5534,
"extension": 5244,
"endswith": 4805,
"sub": 14039,
"stoilet": 13953,
"sarea": 12862,
"sclean": 12948,
"seek": 13075,
"truncate": 15424,
"book": 1849,
"rh": 12616,
"clutter": 2794,
"78": 385,
"odour_level": 10285,
"ntemperature": 9858,
"preprocess": 11316,
"readtoiletdata": 11942,
"outlier": 10496,
"detection": 3948,
"preprocesstoiletdata": 11328,
"footage": 5818,
"scales": 12908,
"splitdataset": 13748,
"splits": 13751,
"preprocessed": 11320,
"replacement": 12323,
"fit_intercept": 5637,
"df_train": 4038,
"df_test": 4037,
"status_unclean": 13902,
"status_okay": 13895,
"status_clean": 13888,
"current_status": 3512,
"ncurrent": 9203,
"area_name": 1260,
"check_area": 2345,
"display_status": 4323,
"decisiontreeclassifier": 3706,
"backside": 1542,
"wastebasket": 16602,
"meter": 8638,
"scipy": 12946,
"spatial": 13702,
"thresh": 14569,
"thresh_otsu": 14575,
"contours": 3243,
"hierarchy": 6724,
"center": 2288,
"cnt": 2803,
"moments": 8926,
"cx": 3554,
"m10": 8264,
"m00": 8262,
"cy": 3555,
"m01": 8263,
"dist_list": 4363,
"obj": 10147,
"distance": 4364,
"euclidean": 4996,
"stands": 13841,
"preferred": 11299,
"points_per_task": 11091,
"last_visit": 7838,
"nlast": 9499,
"textremely": 14460,
"tclean": 14334,
"display_low_hygiene": 4306,
"odor_score": 10265,
"head": 6667,
"custom": 3533,
"incorporatingif": 7171,
"get_folder_size": 6135,
"dirpath": 4142,
"dirnames": 4141,
"filenames": 5545,
"walk": 16465,
"fp": 5875,
"symbolic": 14211,
"islink": 7605,
"getsize": 6258,
"root_directory": 12716,
"subdirectories": 14045,
"print_analysis": 11427,
"folder_name": 5796,
"folder_size": 5797,
"num_files": 9935,
"ttotal": 15484,
"bytes": 2019,
"kb": 7713,
"tnumber": 14745,
"total_size": 15153,
"cur_dir_size": 3457,
"subdirectory": 14046,
"dirname": 4140,
"subdir_path": 14043,
"subdir_size": 14044,
"isfile": 7600,
"root_dir": 12715,
"odorous": 10278,
"excessive_waste": 5078,
"insufficient_water": 7435,
"malfunctioning_plumbing": 8332,
"unsanitary_habits": 15740,
"utilitarian": 16185,
"utilitarianism": 16187,
"prioritizes": 11443,
"greatest": 6361,
"fix": 5650,
"promptly": 11646,
"sanitation": 12841,
"deontological": 3862,
"deontology": 3864,
"moral": 8959,
"consequences": 3138,
"promote": 11615,
"commands": 2901,
"tutorial": 15523,
"discuss": 4239,
"display_section": 4321,
"introduction": 7511,
"basics": 1608,
"prevention": 11396,
"removal": 12261,
"sub_title": 14041,
"paragraphs": 10681,
"paragraph": 10680,
"nparagraph": 9747,
"leading": 7891,
"whitespace": 16852,
"splitlines": 13750,
"clean_line": 2608,
"congratulation": 3099,
"typhoid": 15561,
"fever": 5514,
"determine_lowtoilethygiene": 3995,
"inspecting": 7389,
"sops": 13654,
"check_extreme_hygiene": 2361,
"tables": 14243,
"doorknob_cleanliness": 4449,
"table_cleanliness": 14241,
"toilet_range": 14870,
"doorknob_range": 4450,
"table_range": 14242,
"num_toilets_dirty": 10014,
"num_door_knobs_dirty": 9927,
"num_tables_dirty": 10009,
"total_weight": 15165,
"overall_rating": 10547,
"take_extreme_action": 14264,
"accounted": 646,
"dt": 4565,
"get_current_time": 6105,
"calculate_days_since": 2052,
"toiletpart": 14999,
"commode": 2917,
"comode": 2932,
"14": 83,
"clean_toilet_part": 2634,
"clean_entire_bathroom": 2598,
"default_state": 3753,
"describe_state": 3886,
"is_dirty": 7569,
"days_since_last_cleaning": 3654,
"stain": 13813,
"urine_stain": 15998,
"covered": 3364,
"halves": 6453,
"equally": 4916,
"paramter": 10698,
"allowed_values": 993,
"ery": 4932,
"oderately": 10232,
"verage": 16300,
"lightly": 8009,
"oneself": 10339,
"view": 16342,
"option_num": 10400,
"ninstructions": 9482,
"soon": 13650,
"maintainer": 8293,
"buttons": 2012,
"calculate_low_handwash": 2074,
"afro_caribbean": 854,
"afro": 853,
"carribeans": 2214,
"middle_eastern": 8668,
"middle": 8666,
"easterns": 4633,
"population": 11134,
"eastern": 4632,
"eval": 5002,
"locals": 8091,
"ex": 5046,
"num_of_flush": 9964,
"supervisor": 14146,
"notifying": 9732,
"prev_status": 11387,
"send_email": 13123,
"xyz": 17067,
"pin": 10986,
"detect_object": 3935,
"find_contours": 5607,
"x0": 17026,
"y0": 17068,
"rect": 12064,
"48": 289,
"reset": 12414,
"set_pixformat": 13220,
"set_framesize": 13212,
"qqvga": 11778,
"clock": 2765,
"buzzer": 2016,
"tick": 14619,
"picture": 10976,
"snapshot": 13539,
"supported": 14157,
"twet": 15536,
"tapply": 14301,
"tlather": 14726,
"together": 14765,
"trinse": 15413,
"tdry": 14351,
"poisoning": 11097,
"urinecolors": 16008,
"urine_points": 15991,
"fecal_points": 5457,
"normalize": 9679,
"normalized_score": 9681,
"methodology": 8644,
"reliabilty": 12191,
"ability": 582,
"stiff": 13943,
"cup": 3453,
"deodorizing": 3859,
"drops": 4509,
"homes": 6836,
"military": 8686,
"display_public_toilet_habits": 4316,
"unnecessarily": 15705,
"display_private_home_toilet_habits": 4314,
"miss": 8826,
"underarms": 15643,
"neck": 9242,
"ears": 4626,
"hair": 6448,
"display_other_cases_habits": 4313,
"personnel": 10938,
"relieve": 12220,
"combat": 2883,
"zones": 17171,
"navailable": 9140,
"ditches": 4383,
"bushes": 2003,
"emergencies": 4730,
"disrupted": 4358,
"electricity": 4697,
"primitive": 11420,
"dataset_path": 3613,
"input_csv": 7335,
"extreme_toilet_hygiene_inputs": 5292,
"existence": 5119,
"dataset_dir": 3612,
"csv_file": 3437,
"principle": 11423,
"proper_toilet_cleaning": 11654,
"closet": 2782,
"janitress": 7666,
"button": 2011,
"instruction_md": 7423,
"nthese": 9869,
"duties": 4608,
"alerts": 972,
"weekday": 16751,
"log_path": 8113,
"var": 16259,
"toilet_paper_usage": 14867,
"filenotfounderror": 5546,
"num_uses": 10021,
"logging": 8119,
"defines": 3776,
"weekend": 16753,
"occupants": 10210,
"bring": 1953,
"gets": 6256,
"opened": 10359,
"detect_toilet_odour": 3940,
"washfrequency": 16544,
"predicting": 11282,
"applicable": 1205,
"not_applicable": 9691,
"get_input": 6145,
"scorer": 12962,
"num_people": 9976,
"visitors": 16408,
"gen": 6036,
"hwasg": 6910,
"respo": 12453,
"03": 26,
"06": 30,
"hwsc": 6912,
"tot": 15100,
"avg_hwsg": 1486,
"nthankyou": 9862,
"getuserinput": 6261,
"nflush": 9430,
"weights": 16771,
"parameterlist": 10695,
"totalscore": 15170,
"totscore": 15176,
"param": 10682,
"pname": 11071,
"pval": 11758,
"pwgt": 11760,
"wscore": 17023,
"gallons": 6003,
"check_water_level": 2456,
"fill": 5553,
"overflowing": 10565,
"tank_level": 14291,
"elapsed_seconds": 4688,
"last_flush_time": 7830,
"flush_interval": 5736,
"ago": 889,
"interval": 7494,
"fact": 5332,
"decides": 3696,
"neutralize": 9302,
"preventive": 11397,
"remedies": 12243,
"diy": 4398,
"toilets_per_day": 15020,
"showers_per_week": 13339,
"handwashing_frequency": 6560,
"t4": 14229,
"t5": 14230,
"diarrhea_episodes": 4049,
"month": 8943,
"approximately": 1236,
"episodes": 4909,
"continence": 3232,
"bladder": 1788,
"dysfunction": 4612,
"tyes": 15546,
"daily_freq_score": 3570,
"shower_per_week": 13335,
"hw_freq_score": 6908,
"con_risk_score": 3004,
"overall_con_risk_score": 10541,
"deciding": 3697,
"defecate": 3760,
"pil": 10982,
"low_threshold": 8194,
"pixel": 11005,
"medium_threshold": 8582,
"high_threshold": 6755,
"31": 230,
"img_path": 7052,
"toiletbowl": 14914,
"width": 16867,
"mean_brightness": 8517,
"row_sum": 12736,
"pillow": 10985,
"classifies": 2577,
"masking": 8398,
"fragrance": 5881,
"transform_toilet": 15286,
"masked": 8396,
"deo_applied": 3839,
"deodorized": 3852,
"reapplication": 11954,
"reapplying": 11956,
"reappyling": 11957,
"reside": 12420,
"file_paths": 5539,
"ext": 5239,
"splitext": 13749,
"transform_text": 15285,
"transform_markdown": 15282,
"mime": 8694,
"mimetext": 8697,
"smtplib": 13535,
"smtp": 13532,
"gmail": 6290,
"password": 10758,
"server": 13196,
"587": 322,
"starttls": 13860,
"login": 8122,
"recipients": 12018,
"sender": 13130,
"send_message": 13127,
"mocked": 8863,
"hygienereminder": 6952,
"cause1": 2266,
"prob1": 11486,
"cause2": 2267,
"prob2": 11487,
"cause3": 2268,
"inappropriate": 7135,
"prob3": 11488,
"randnum": 11864,
"exact": 5047,
"wording": 16959,
"member": 8596,
"assemeble": 1341,
"cleanig": 2682,
"tasks_list": 14319,
"mom": 8924,
"assigned_task": 1356,
"dad": 3564,
"thingy": 14546,
"google": 6314,
"sheets": 13296,
"sheet": 13294,
"date_time": 3619,
"worksheet": 16978,
"update_cell": 15773,
"68": 357,
"nconsider": 9195,
"embarrassment": 4729,
"nmake": 9518,
"emphasize": 4744,
"awkwardness": 1524,
"varying": 16276,
"sensitivity": 13146,
"discretion": 4237,
"get_toilet_odor_level": 6218,
"realpath": 11953,
"toilet_odor_levels": 14857,
"pair": 10647,
"located": 8094,
"wrap": 16999,
"transform_high_toilet": 15277,
"outcome_actions": 10481,
"inform_user": 7258,
"check_low_toilet_water": 2404,
"trustworthy": 15448,
"necessity": 9241,
"conflicting": 3089,
"washroom_condition": 16567,
"risk_score": 12662,
"wipe_count": 16894,
"nadd": 9094,
"ncheck": 9175,
"leaks": 7899,
"34": 238,
"66": 350,
"showing": 13340,
"nrecommend": 9777,
"scheduling": 12934,
"safety_list": 12805,
"print_actions": 11426,
"take_action": 14261,
"current_item": 3495,
"pass_check": 10748,
"corrective": 3295,
"correction": 3293,
"corrected": 3292,
"input_actions": 7331,
"ing": 7272,
"obtained": 10198,
"handdrying": 6480,
"post_text": 11181,
"current_state": 3510,
"transitions": 15331,
"transition_matrix": 15329,
"next_state": 9409,
"update_low_toilty": 15806,
"eco": 4644,
"num_rolls": 9997,
"envi": 4883,
"orders": 10415,
"pending": 10832,
"add_inventory": 743,
"change_order_status": 2318,
"stocks": 13952,
"update_low_toility": 15805,
"identity": 6985,
"nonbinary": 9643,
"underwear": 15656,
"absorb": 604,
"showering": 13337,
"scented": 12926,
"soaps": 13600,
"deodorants": 3846,
"pads": 10640,
"unscented": 15742,
"kill": 7749,
"staying": 13907,
"bulleted": 1999,
"transformed_recommendations": 15309,
"noflush": 9629,
"informative": 7262,
"conducting": 3060,
"microbiological": 8654,
"compromising": 2994,
"integrity": 7453,
"spills": 13735,
"contaminate": 3208,
"recent_spill": 12000,
"spillage": 13732,
"spill": 13731,
"faecal": 5347,
"transposition": 15361,
"ft": 5960,
"advisable": 834,
"lie": 7991,
"nbased": 9151,
"practicing": 11224,
"prefers": 11301,
"feasible": 5418,
"incorporation": 7172,
"stringent": 14008,
"protection": 11676,
"spent": 13729,
"no_handwash": 9570,
"short_time": 13308,
"hands_only": 6498,
"arms": 1289,
"breaks": 1946,
"tries": 15405,
"evaluates": 5013,
"separating": 13178,
"splitting": 13753,
"unseen": 15743,
"new_sample": 9356,
"new_prediction": 9342,
"algorithms": 975,
"loaded": 8080,
"_csv": 497,
"_test": 552,
"_split": 550,
"similar": 13381,
"dry_toilets": 4539,
"disinfection": 4267,
"initiated": 7303,
"pathogenic": 10772,
"grade": 6331,
"affect": 844,
"evening": 5025,
"toilet_hygiene_score": 14827,
"team": 14356,
"posting": 11190,
"media": 8560,
"channels": 2326,
"influencing": 7247,
"no_of_users": 9588,
"morning_usage": 8969,
"evening_usage": 5026,
"freq_cleaning": 5894,
"weekly": 16755,
"monthly": 8944,
"responsiblity": 12497,
"roles": 12695,
"h2": 6429,
"ul": 15602,
"li": 7969,
"ol": 10317,
"concepts": 3014,
"flows": 5719,
"valve": 16252,
"descaling": 3883,
"tools": 15070,
"spanners": 13697,
"screwdrivers": 12973,
"plungers": 11062,
"aware": 1518,
"overflows": 10570,
"fraction": 5878,
"kantian": 7711,
"rawlsian": 11903,
"brushing": 1974,
"quarter": 11798,
"eight": 4684,
"seven": 13239,
"constitutes": 3165,
"represented": 12358,
"x2": 17029,
"predy": 11291,
"record_result": 12053,
"recording": 12057,
"display_low_handwash": 4305,
"handwash_consent": 6519,
"toilet_usage": 14900,
"low_handwash_message": 8169,
"nlow": 9509,
"middle_handwash_message": 8669,
"nmoderate": 9528,
"high_handwash_message": 6733,
"nhigh": 9449,
"usage_score": 16042,
"storing": 13970,
"antibactsoap": 1168,
"numchildren": 10071,
"factorscores": 5343,
"verylow": 16328,
"antibac": 1166,
"totalsecret": 15171,
"contribution": 3253,
"uniform": 15682,
"userinput": 16163,
"handwashfreq": 6551,
"antibactssoap": 1169,
"mockup": 8864,
"secret_score": 13062,
"coverage": 3363,
"nkeeping": 9497,
"intentions": 7464,
"apparent": 1189,
"heavily": 6691,
"lathered": 7856,
"lathering": 7857,
"caution": 2272,
"perfectly": 10878,
"nbut": 9164,
"distribute": 4375,
"supplementary": 14148,
"disassemble": 4210,
"soak": 13553,
"overnight": 10579,
"reassemble": 11968,
"toilet_brush": 14783,
"bucket": 1982,
"sprayer": 13773,
"tool": 15069,
"equipment": 4919,
"equipments": 4920,
"sprayser": 13777,
"broken": 1962,
"arrives": 1294,
"nscenario": 9809,
"reliable1": 12193,
"result1": 12530,
"reliable2": 12194,
"result2": 12531,
"arguemnts": 1276,
"scenarion": 12922,
"instruction": 7422,
"unclear": 15633,
"randomness": 11872,
"task_list": 14316,
"unblock": 15622,
"initiate": 7302,
"categorized": 2254,
"responsibility_levels": 12482,
"ladders": 7802,
"flooding": 5686,
"leaky": 7900,
"unsanitary": 15739,
"office": 10304,
"washroom_transparency": 16576,
"soap_dispenser_status": 13574,
"hand_dryer_status": 6461,
"toilet_seat_cover_status": 14881,
"marked": 8386,
"calculate_low_hygiene": 2076,
"handwash_after_using_toilet_good_practice": 6516,
"handwash_after_using_toilet_bad_practice": 6515,
"handwash_observed": 6529,
"evaluated": 5012,
"ethicspy": 4972,
"get_user_input": 6231,
"has_enough_tp": 6615,
"_check_if_has_sufficient_toilet_paper": 484,
"is_area_clean": 7559,
"_check_if_toilet_area_is_clean": 485,
"suffcient": 14090,
"toilet_paper_level": 14863,
"tp_level": 15217,
"sequentially": 13188,
"boilerplate": 1842,
"regular_usage": 12143,
"dirty_bowl_alert": 4165,
"emergency_alert": 4732,
"nwelcome": 10124,
"ndid": 9213,
"getenv": 6247,
"nemergency": 9287,
"alerting": 971,
"update_toilethyg": 15830,
"col1": 2828,
"streptococci": 13999,
"fecalstreptococci": 5469,
"lowtoilethygine": 8231,
"toilet_data": 14801,
"time_of_day": 14648,
"number_flushes": 10033,
"object_found": 10153,
"h1": 6428,
"deviations": 4023,
"waste_disposal": 16591,
"washroom_cleanliness": 16566,
"initialise": 7292,
"getcwd": 6245,
"probabilty": 11539,
"probablity": 11543,
"probabbility": 11529,
"visited_toilet": 16401,
"nproceeding": 9765,
"concern": 3015,
"flexible": 5672,
"document": 4422,
"project": 11612,
"days_since_last_flush": 3655,
"frequency_of_flushes": 5917,
"types_of_items_flushed": 15560,
"commas": 2903,
"constantly": 3161,
"thinking": 14548,
"biodegradeble": 1772,
"tried": 15404,
"biodegrable": 1769,
"offensive": 10298,
"overpoweringly": 10581,
"stinky": 13947,
"malodourous": 8336,
"reasonably": 11962,
"noxious": 9742,
"fairly": 5375,
"pungent": 11735,
"unprivate": 15718,
"superbly": 14139,
"obscured": 10172,
"deeply": 3744,
"impractical": 7094,
"immaculate": 7057,
"putrid": 11753,
"inconceivable": 7162,
"python3": 11764,
"cloudy": 2792,
"thorough": 14554,
"using_the_toilet": 16174,
"updatelowtoilethygiene_managingtoiletodorforanalysisbeginners": 15888,
"dryrun": 4558,
"updatelowtoilethygiene": 15886,
"solution1": 13625,
"shall": 13276,
"solution2": 13626,
"dispenser": 4288,
"candles": 2187,
"solution3": 13627,
"elsewhere": 4718,
"hazards": 6658,
"sealing": 13005,
"straightforward": 13976,
"msgs": 9023,
"permissions": 10908,
"extend": 5242,
"washig": 16547,
"waiting": 16459,
"minutess": 8815,
"fuction": 5963,
"89": 414,
"duration_of_handwash": 4596,
"time_spent_waiting_for_water": 14666,
"wassoapavailable": 16582,
"mins": 8807,
"spendted": 13728,
"total_time": 15155,
"assigning": 1357,
"minute": 8811,
"transform_toilet_hygiene": 15289,
"eliminate": 4708,
"charcoal": 2333,
"best_method": 1722,
"median": 8561,
"le": 7887,
"is_extremely_contaminated": 7573,
"time_required": 14652,
"calculate_extreme_hygiene": 2060,
"knob": 7767,
"keyboard": 7732,
"alchohol": 956,
"manage_toilet_odour": 8346,
"whistle": 16847,
"damp": 3584,
"urgent": 15937,
"bathroom_type": 1627,
"genders": 6047,
"ngiven": 9437,
"check_toiletyhygeince": 2446,
"display_hygiene": 4302,
"freshness": 5944,
"toilet_seat_condition": 14879,
"unsatisfactory": 15741,
"incidents": 7146,
"verypoor": 16330,
"num_good": 9941,
"num_acceptable": 9903,
"num_poor": 9988,
"num_verypoor": 10024,
"incidences": 7144,
"toilets_inspections": 15017,
"report_filename": 12340,
"toilet_hygiene_": 14816,
"report_filepath": 12341,
"ngenerated": 9436,
"conducted": 3059,
"january": 7667,
"1st": 123,
"march": 8376,
"31st": 231,
"nreport": 9792,
"percieved": 10874,
"hispanic": 6809,
"indian": 7207,
"remaining_privacy": 12234,
"chapters": 2328,
"page": 10641,
"76": 381,
"chapter": 2327,
"92": 429,
"experimental": 5160,
"define_experimental_conditions": 3773,
"collect_data": 2844,
"analysing": 1075,
"analyse_samples": 1072,
"keypress": 7740,
"analzye": 1123,
"time_since_last_use": 14659,
"12": 65,
"check_cistern_water": 2348,
"flush_tank": 5741,
"check_urinal_dirty": 2450,
"wash_urinal": 16525,
"wipe_commode_seat": 16893,
"night": 9464,
"is_nighttime": 7582,
"get_current_hour": 6102,
"w_ok": 16448,
"comma": 2897,
"current_score": 3507,
"get_current_toilet_hygiene": 6108,
"new_score": 9357,
"save_new_toilet_hygiene": 12880,
"flush_count": 5729,
"cleanliness_frequency": 2713,
"cleanness": 2735,
"frequncy": 5931,
"fortnightly": 5858,
"pprint": 11216,
"comes": 2891,
"param1": 10683,
"param2": 10684,
"param3": 10685,
"p1": 10607,
"p2": 10608,
"p3": 10609,
"ninvalid": 9485,
"move_toiletries": 9000,
"source_list": 13690,
"target_list": 14305,
"moved": 9001,
"priority": 11445,
"regular_toiletries": 12142,
"bar": 1587,
"shampoo": 13277,
"low_priority_toiletries": 8189,
"deodorant": 3844,
"shared_with_me": 13289,
"razors": 11906,
"very_low": 16322,
"only_me": 10342,
"combine": 2886,
"master_toiletries": 8405,
"admin": 805,
"updated_list": 15857,
"user1": 16094,
"pa": 10628,
"w0rd": 16442,
"ntoiletries": 9879,
"wiped": 16912,
"update_extremetoilethygiene": 15785,
"refer": 12097,
"programming": 11609,
"language": 7815,
"last_updated": 7835,
"2000": 128,
"check_status": 2433,
"gasp": 6016,
"goodness": 6312,
"thankfully": 14489,
"preventing": 11395,
"laboratory": 7794,
"display_scenario": 4320,
"scenario_num": 12919,
"nwhat": 10127,
"execute_choice": 5100,
"choice_index": 2504,
"curr_scen": 3476,
"analyze_sample": 1100,
"go_back": 6295,
"analyzed": 1117,
"prev_scen": 11383,
"chdir": 2341,
"fecal_matter_threshold": 5455,
"urine_stain_threshold": 15999,
"cleanliness_threshold": 2730,
"fecal_matter_threshol": 5454,
"manually": 8366,
"automatically": 1436,
"bowl_status": 1915,
"manual": 8363,
"get_toilet_condition": 6211,
"ask_for_consent": 1324,
"user_choice": 16107,
"repr": 12354,
"apt": 1240,
"febreze": 5439,
"noperation": 9665,
"optimal": 10385,
"behavioral": 1683,
"tank_clean": 14288,
"bowl_": 1883,
"rm": 12670,
"tank_": 14285,
"development": 4020,
"detect_low_toilet_hygiene": 3933,
"positive_responses": 11156,
"negative_responses": 9273,
"odoriness": 10275,
"odor_response": 10262,
"floater_response": 5682,
"pertaining": 10941,
"pre": 11228,
"absent": 600,
"ambiguous": 1036,
"reevaluating": 12096,
"webcam": 16743,
"photo": 10959,
"900": 421,
"deny": 3836,
"subsequent": 14066,
"continues": 3237,
"pictures": 10977,
"photograph": 10960,
"snapping": 13538,
"shot": 13315,
"repeats": 12302,
"handwash_after_pooing": 6506,
"whichever": 16841,
"perfection": 10877,
"harm": 6601,
"vyes": 16441,
"no_issues": 9576,
"minor_issues": 8804,
"occasionally": 10204,
"major_issues": 8307,
"overflow": 10560,
"leak": 7894,
"toilet_tips": 14894,
"bowls": 1924,
"stools": 13959,
"deductions": 3736,
"scikit": 12945,
"attributes": 1414,
"fit_model": 5638,
"predict_scores": 11261,
"yhat": 17124,
"make_recommendations": 8313,
"evaluate_model": 5009,
"make_predictions": 8312,
"run_pipeline": 12760,
"recommends": 12046,
"unattended": 15617,
"nflushing": 9431,
"nsevere": 9821,
"nadditional": 9096,
"lowering": 8219,
"yellowish": 17098,
"nextremely": 9417,
"beige": 1691,
"update_low_toilet_hygiene": 15802,
"confirmation": 3084,
"allowed_inputs": 987,
"recursively": 12075,
"definitive": 3781,
"completing": 2964,
"nthings": 9871,
"consistent": 3152,
"apart": 1183,
"indentation": 7197,
"spacing": 13696,
"owing": 10596,
"intervene": 7496,
"toilet_odor": 14855,
"danger": 3587,
"nrefill": 9782,
"barriers": 1593,
"cubicles": 3443,
"cross": 3426,
"offer": 10300,
"enclosures": 4772,
"satisfies": 12868,
"hi_markdown": 6719,
"birthday": 1779,
"tall": 14280,
"weigh": 16761,
"kilograms": 7751,
"gender_modifier": 6040,
"16": 92,
"vitals": 16420,
"caloric": 2163,
"130": 80,
"1800": 109,
"kcals": 7714,
"655": 348,
"447": 280,
"calculate_high_toilet_hygiene": 2067,
"nitrate": 9491,
"nope": 9663,
"determinehightoilethygiene": 4008,
"wipe_bowl": 16892,
"adopted": 816,
"get_consent": 6098,
"num_of_flushes": 9965,
"washroom_status": 16574,
"get_inputs": 6147,
"eths": 4983,
"calculate_eths": 2057,
"get_repeat": 6185,
"happens": 6589,
"nwas": 10116,
"nwere": 10125,
"probability_seat_down": 11537,
"probability_washroom_clean": 11538,
"prob_a": 11489,
"prob_b": 11490,
"prob_c": 11492,
"prob_d": 11496,
"nwould": 10137,
"recalculate": 11980,
"unreachable": 15721,
"reached": 11910,
"ans": 1154,
"hear": 6683,
"diarrhoea": 4051,
"flu": 5720,
"understanding": 15652,
"responds": 12463,
"lying": 8260,
"mention": 8605,
"brands": 1941,
"gathered": 6021,
"resources": 12440,
"dosage": 4454,
"ventilating": 16295,
"links": 8039,
"templates": 14400,
"colleagues": 2842,
"fecal_result": 5459,
"seat_result": 13032,
"lid_result": 7987,
"tank_transparency": 14295,
"translucent": 15332,
"stained": 13815,
"check_odor_level": 2413,
"new_tank_transparency": 9362,
"update_odor_level": 15812,
"within_range": 16931,
"stool_consistency": 13956,
"hard": 6594,
"weightage": 16766,
"expected_keys": 5143,
"sensor_data": 13156,
"power": 11207,
"transition": 15328,
"atmospheric": 1385,
"belief": 1693,
"hindu": 6798,
"muslim": 9054,
"sikh": 13373,
"hindu_dict": 6799,
"muslim_dict": 9055,
"sikh_dict": 13374,
"outcome_dict": 10482,
"lookup": 8143,
"num": 9902,
"stats": 13883,
"zscore": 17172,
"zscores": 17174,
"extreme_indices": 5280,
"indices": 7221,
"extreme_rows": 5285,
"policy": 11100,
"restriction": 12521,
"payment": 10787,
"parking": 10711,
"vandalism": 16255,
"litter": 8064,
"security": 13070,
"toilethygienedataset": 14957,
"handswashed": 6502,
"personcount": 10936,
"gram": 6338,
"updated_status": 15870,
"current_hygiene": 3493,
"updated_message": 15860,
"verdict": 16303,
"assess_toilet": 1348,
"seat_position": 13030,
"num_washes": 10028,
"experts": 5204,
"update_low_hygiene": 15799,
"increase_cleanliness": 7179,
"remove_litter": 12266,
"repair_toilets": 12293,
"promote_handwashing": 11616,
"reliably": 12214,
"fan": 5394,
"nclose": 9182,
"wet_wipe_count": 16799,
"toilet_brush_time": 14785,
"toilet_seat_cleanliness": 14878,
"subtracting": 14075,
"contributes": 3251,
"positively": 11157,
"negatively": 9274,
"air_freshener": 913,
"toilet_paper": 14861,
"urination_bool": 15966,
"wiping_bool": 16921,
"smell_bool": 13507,
"problems_bool": 11551,
"dry_runs": 4535,
"more_drys": 8964,
"explain_results": 5209,
"urinated": 15962,
"smelliness": 13511,
"probably": 11544,
"skid": 13467,
"mats": 8423,
"strategic": 13980,
"bars": 1594,
"tiled": 14629,
"steam": 13916,
"reminding": 12256,
"real": 11947,
"world": 16982,
"new_water_level": 9371,
"skipping": 13478,
"path_to_images": 10766,
"clean_count": 2593,
"dirty_count": 4168,
"otsu": 10460,
"thresholding": 14600,
"segment": 13084,
"foreground": 5829,
"background": 1538,
"area_list": 1259,
"total_area": 15112,
"opencv": 10358,
"jpeg": 7686,
"exceeds": 5063,
"soap_available": 13564,
"water_available": 16619,
"handwash_sanitizer_available": 6532,
"handwash_sanitizer_cost": 6533,
"alcoholbased_rub_provided": 962,
"rubs": 12744,
"alcohobased_rub_price": 957,
"administrator": 807,
"toiletbrush_present": 14916,
"cost": 3308,
"total_cleaning_cost": 15117,
"calculate_total_cleaning_cost": 2129,
"recommended_frequency": 12038,
"calculate_recommended_frequency": 2102,
"disinfectionspray_available": 4272,
"brushes": 1973,
"covid19": 3369,
"availabilty": 1441,
"resource": 12439,
"readable": 11929,
"inclusion": 7154,
"introductory": 7512,
"controlling": 3258,
"accurate": 657,
"minimize": 8779,
"pitfalls": 10998,
"biodegradeables": 1771,
"generally": 6054,
"verification": 16304,
"environmentally": 4895,
"verifying": 16308,
"online": 10340,
"credentials": 3403,
"degrees": 3789,
"listed": 8051,
"facts": 5345,
"presented": 11366,
"grammar": 6339,
"unverified": 15763,
"omissions": 10328,
"disclaimer": 4218,
"intended": 7456,
"constitute": 3164,
"qualified": 11786,
"concluding": 3026,
"remarks": 12239,
"file_in": 5533,
"organization": 10421,
"get_fecal_matter": 6133,
"ask_user_about_handwashing": 1328,
"display_result": 4318,
"initializes": 7298,
"days_since_shower": 3664,
"brush_teeth": 1971,
"change_pads": 2319,
"points_deducted": 11084,
"max_points": 8463,
"engaged": 4814,
"partial": 10723,
"hygiene_score": 6948,
"occupant": 10208,
"emptied": 4754,
"party": 10746,
"perception": 10872,
"needing": 9258,
"satisfactory": 12866,
"filthiness": 5579,
"indication": 7216,
"soiling": 13614,
"n4": 9068,
"n5": 9069,
"determine_hygeine": 3983,
"excessively": 5080,
"pride": 11416,
"check_hygiene": 2390,
"toilet1": 14767,
"toilet2": 14768,
"update_lowtoilethygiene": 15807,
"dirtly": 4160,
"normalized": 9680,
"norm_scores": 9671,
"best_index": 1720,
"normalization": 9678,
"swapped": 14195,
"unpredictable": 15717,
"calculate_hygiene": 2069,
"skill": 13469,
"constant_a": 3159,
"constant_b": 3160,
"exp": 5132,
"intermediate_values": 7482,
"intermediates": 7483,
"nconstant": 9196,
"constant": 3158,
"toilet_cleaning_steps": 14794,
"transparency_good": 15345,
"transparency_fair": 15344,
"transparency_poor": 15352,
"calculate_toilet_cleanliness": 2117,
"expressed": 5235,
"denoting": 3832,
"illustrative": 7018,
"63": 342,
"cleaned_step": 2661,
"scene": 12924,
"247": 186,
"246": 185,
"248": 188,
"curr_dir": 3471,
"toilethyginemessage": 14979,
"resides": 12426,
"previously": 11408,
"q1": 11766,
"nexplanation": 9390,
"user_level": 16132,
"expertise": 5199,
"allowed_levels": 988,
"basic_tips": 1607,
"months": 8948,
"intermediate_tips": 7481,
"invest": 7522,
"advanced_tips": 828,
"mechanism": 8545,
"decreasing": 3725,
"enforced": 4810,
"enforcement": 4811,
"pee_alone": 10818,
"ever": 5032,
"childhood": 2492,
"highschool": 6786,
"mens": 8600,
"recognize": 12020,
"attending": 1405,
"primary": 11418,
"enrollment_year": 4840,
"kid": 7747,
"older": 10325,
"accompany": 642,
"nyou": 10140,
"taught": 14320,
"anyway": 1179,
"availability_of_water": 1440,
"hypothetical": 6967,
"nin": 9475,
"schools": 12938,
"exemption": 5109,
"exceptional_circumstances": 5072,
"extenuating": 5248,
"quota": 11826,
"pan": 10655,
"check_toilet_paper": 2442,
"plenty": 11046,
"arisen": 1286,
"restock": 12512,
"warns": 16502,
"encourages": 4789,
"replenishment": 12330,
"advises": 837,
"urges": 15940,
"stocking": 13950,
"handwash_after_using_toilet": 6514,
"overall_hygiene_score": 10544,
"transparency_rating": 15353,
"loc": 8085,
"live": 8067,
"lives": 8068,
"india": 7206,
"cities": 2548,
"infrastructure": 7266,
"rivers": 12668,
"lakes": 7807,
"pit": 10997,
"latrines": 7863,
"answer2": 1158,
"latrine": 7860,
"flies": 5674,
"breeding": 1947,
"emptying": 4758,
"leads": 7892,
"cholera": 2508,
"faeces": 5350,
"somewhere": 13648,
"cutlery": 3547,
"plates": 11032,
"bathing": 1615,
"rumors": 12752,
"gossip": 6317,
"stop": 13960,
"utensils": 16180,
"developing": 4019,
"rumours": 12753,
"drama": 4479,
"conflict": 3088,
"toilet_water": 14906,
"detergent_used": 3961,
"urine_level": 15987,
"paper_amount": 10663,
"squares": 13797,
"effectiveness": 4671,
"cleaning_score": 2704,
"additional_water": 770,
"additional_detergent": 766,
"urinate": 15961,
"refusal": 12114,
"honesty": 6839,
"datasets": 3614,
"load_data": 8075,
"iris": 7549,
"load_iris": 8079,
"feature_names": 5434,
"boxplot": 1929,
"petal": 10943,
"sepal": 13173,
"catplot": 2257,
"species": 13711,
"petal_length": 10944,
"sepal_width": 13174,
"fig": 5524,
"suptitle": 14161,
"seasonality": 13011,
"set_axis_labels": 13208,
"attention_level": 1407,
"contaminate_object": 3209,
"swtch": 14209,
"floats": 5684,
"booleans": 1852,
"days_passed": 3647,
"num_of_people": 9967,
"declaring": 3709,
"filled": 5558,
"avg_time": 1500,
"min_between_cleans": 8705,
"28": 203,
"days_since_last_clean": 3653,
"num_of_occupants": 9966,
"required_keys": 12390,
"updated_text": 15872,
"avoids": 1516,
"splashing": 13742,
"napkins": 9126,
"leaves": 7918,
"participants": 10732,
"update_hightoilhygiene": 15793,
"everyday": 5035,
"dustbin": 4606,
"waterless": 16691,
"vagina": 16215,
"tight": 14624,
"genitalia": 6068,
"feminine": 5504,
"condoms": 3055,
"menstrual": 8601,
"openly": 10364,
"check_extreme": 2357,
"recommended_cleaning": 12037,
"not_recommended": 9696,
"updated_database": 15850,
"unreliably": 15734,
"purpose": 11747,
"get_status": 6201,
"clean_date": 2596,
"hygiene_level": 6943,
"averaging": 1462,
"stepwise": 13934,
"segregation": 13087,
"wastes": 16609,
"installation": 7401,
"sprayers": 13774,
"disinfectants": 4263,
"instructional": 7425,
"add_deodorizer": 738,
"replace_cartridge": 12309,
"call_plumber": 2157,
"dirtiness_level": 4158,
"get_highest_level": 6138,
"max_value": 8479,
"print_results": 11430,
"ntu": 9890,
"user_responsibility": 16140,
"lab": 7786,
"reagent_concentration": 11945,
"detection_limit": 3949,
"1000": 41,
"4g": 300,
"ng": 9434,
"twater": 15529,
"tuser": 15521,
"treagent": 15379,
"conc": 3006,
"4e": 298,
"tdetection": 14347,
"reagents": 11946,
"reagent": 11944,
"divided": 4391,
"multiplication": 9044,
"division": 4395,
"topics": 15095,
"tab": 14237,
"tab_1": 14238,
"analyze_toilet_hygiene": 1104,
"num_missing": 9956,
"isna": 7607,
"cat_dict": 2240,
"male_df": 8323,
"female_df": 5496,
"pct_males_correct": 10802,
"pct_females_correct": 10796,
"differ": 4086,
"diff_areas": 4083,
"itertuples": 7649,
"hygienescore": 6953,
"spousehygienescore": 13762,
"differences": 4088,
"update_low_toilet": 15801,
"discreetly": 4234,
"employee": 4750,
"noon": 9659,
"used_brush": 16079,
"brushless": 1975,
"strange_odor": 13977,
"brushed": 1972,
"29": 206,
"min_count": 8716,
"inf": 7233,
"sublist": 14055,
"grid": 6373,
"counter": 3348,
"infinity": 7245,
"efficiently": 4677,
"check_extreme_toilet": 2363,
"soapdispenser": 13594,
"watersupply": 16704,
"agegroup": 873,
"senior": 13135,
"citizen": 2549,
"youth": 17147,
"seniorcitizen": 13139,
"sign": 13360,
"cubicle": 3442,
"facing": 5331,
"direction": 4131,
"visibility_of": 16377,
"get_direction_from_sign": 6115,
"get_image_of_clean_water": 6142,
"get_image_of_contaminated_water": 6143,
"get_images_of_both_sides_of_cubicle": 6144,
"illustration": 7017,
"standing": 13839,
"gleaming": 6278,
"surrounded": 14172,
"pristine": 11448,
"blue": 1817,
"gushing": 6425,
"river": 12667,
"polluting": 11105,
"caption": 2198,
"explains": 5215,
"dangers": 3590,
"nscrub": 9813,
"nmop": 9531,
"ashtray": 1312,
"trashcan": 15366,
"shoes": 13306,
"quietly": 11821,
"silently": 13376,
"check_toilet_water": 2443,
"aims": 901,
"educating": 4659,
"nfor": 9432,
"genitals": 6069,
"nthat": 9863,
"napkin": 9125,
"nalso": 9109,
"nfinally": 9426,
"forget": 5833,
"carefully": 2208,
"vigorously": 16349,
"no_solid_matter": 9597,
"foul": 5861,
"bad_odor": 1569,
"descale": 3882,
"no_foul_smell": 9567,
"has_solid_matter": 6633,
"whereby": 16832,
"entails": 4851,
"solids": 13623,
"stage": 13810,
"builds": 1994,
"junior": 7698,
"manager": 8350,
"supervising": 14144,
"juniors": 7700,
"too_little": 15065,
"not_enough": 9693,
"toilethygienereports": 14963,
"images_dir": 7039,
"toiletimages": 14981,
"report_file": 12339,
"image_name": 7030,
"take_photo": 14270,
"master_bathroom_": 8403,
"report_text": 12346,
"guest": 6412,
"guest_bathroom_": 6413,
"photographs": 10961,
"image_path": 7031,
"capture": 2201,
"picamera": 10971,
"check_toilet_hygine": 2440,
"flask": 5669,
"render_template": 12279,
"route": 12731,
"enzymes": 4900,
"debug": 3688,
"powerful": 11209,
"gentler": 6071,
"ncleaning": 9181,
"area_to_clean": 1264,
"instruct": 7419,
"bristled": 1957,
"mixed": 8850,
"wring": 17006,
"force": 5823,
"damage": 3581,
"terminate": 14421,
"reiterate": 12152,
"thanking": 14490,
"terminating": 14424,
"meanwhile": 8530,
"serves": 13197,
"catchall": 2245,
"gaussiannb": 6026,
"detect_high_toilet_hygiene": 3930,
"is_high_quality": 7577,
"gaussian": 6024,
"na\u00efve": 9146,
"gnb": 6293,
"accuraccy": 653,
"predict_toilet_odor": 11262,
"pred_proba": 11245,
"water_turbidity": 16685,
"float_debris": 5680,
"seperately": 13182,
"frequency_of_cleaning": 5913,
"level_of_transparency": 7964,
"freq_score": 5903,
"vis_score": 16372,
"frequencies": 5911,
"genfromtxt": 6066,
"delimiter": 3802,
"effort": 4679,
"action_required": 694,
"depend": 3868,
"has_tank": 6637,
"uses_water": 16171,
"cleans_itself": 2740,
"reliable_info": 12197,
"unreliable_info": 15730,
"no_water": 9612,
"creative": 3401,
"no_tank": 9598,
"ord": 10409,
"letter": 7954,
"needs_manual_attention": 9264,
"other_method": 10448,
"maintains": 8296,
"x10": 17028,
"pts": 11705,
"bonus": 1847,
"alternate": 1016,
"requiring": 12398,
"unknown_type": 15698,
"estimate": 4946,
"day_toilet": 3629,
"night_toilet": 9465,
"cleaning_product": 2701,
"daily_visits": 3577,
"day_visit": 3630,
"night_visit": 9466,
"cleanliness_points": 2724,
"used_product": 16084,
"total_visits": 15161,
"earned": 4623,
"thoughts": 14561,
"risk_factor": 12654,
"big": 1753,
"current_dir": 3491,
"mock_data": 8861,
"consists": 3155,
"consent_for_cleaning": 3126,
"feces_smell": 5476,
"dataframes": 3610,
"namely": 9115,
"fecal_matter_odour": 5450,
"agreed": 891,
"mess": 8617,
"malfunction": 8329,
"therefore": 14526,
"curly": 3465,
"braces": 1934,
"min_threshold": 8745,
"allowable": 983,
"action_message": 687,
"recommended_amount": 12036,
"units": 15690,
"item_index": 7637,
"display_state": 4322,
"capitalize": 2196,
"former": 5846,
"latter": 7865,
"focused": 5787,
"odds": 10230,
"chances": 2313,
"player": 11037,
"twenty": 15534,
"stream": 13992,
"voiding": 16426,
"rubbing": 12743,
"fingers": 5620,
"nails": 9102,
"laundry": 7868,
"congratulates": 3097,
"reenter": 12093,
"ends": 4804,
"image_dir": 7027,
"img_name": 7051,
"getpid": 6253,
"usr": 16175,
"gphoto2": 6328,
"analyze_image": 1096,
"get_message": 6152,
"vomiting": 16432,
"rashes": 11883,
"seeing": 13074,
"executes": 5103,
"ie": 6992,
"inspect_toilet": 7384,
"traces": 15238,
"prob_no_inspection": 11517,
"prob_with_inspection": 11524,
"365": 248,
"rich": 12618,
"command1": 2899,
"chmod": 2502,
"mnt": 8858,
"command2": 2900,
"mv": 9058,
"getlogin": 6250,
"process1": 11560,
"popen": 11129,
"output1": 10508,
"process2": 11561,
"output2": 10509,
"bold": 1844,
"conducts": 3062,
"reliable_data": 12195,
"unreliable_data": 15728,
"evaluate_dry_runs": 5007,
"point_input": 11079,
"overlaps": 10576,
"overlapping": 10575,
"confidently": 3075,
"additional_info": 767,
"investigation_result": 7526,
"update_database": 15781,
"regions": 12130,
"recheck_surrounding_regions": 12010,
"notify_users": 9731,
"confirmed": 3085,
"add_unsafe_point": 753,
"parties": 10741,
"add_new_point": 746,
"alert_user": 969,
"user_data": 16113,
"nresult": 9799,
"10cm": 56,
"considers": 3150,
"people_count": 10839,
"child_presence": 2490,
"frequency_of_usage": 5920,
"trust_factor": 15427,
"extreme_hygiene": 5279,
"clearly": 2757,
"defecated": 3761,
"peed": 10822,
"worst": 16989,
"finding": 5616,
"bloody": 1814,
"has_blood": 6611,
"has_fecal": 6618,
"usage_by_multiple_people": 16029,
"usage_points": 16040,
"mirror": 8816,
"presence_of_bathroom_mirror": 11335,
"mirror_points": 8819,
"nclass": 9178,
"value_counts": 16247,
"naccuracy": 9091,
"get_dummies": 6119,
"impute": 7118,
"ffill": 5517,
"staining": 13816,
"tap": 14299,
"dislodge": 4276,
"tends": 14414,
"bowels": 1881,
"dissolve": 4360,
"additional_rolls": 769,
"nadded": 9095,
"nnow": 9548,
"usage_percentage": 16039,
"ncloth": 9183,
"nokay": 9638,
"washcloth": 16531,
"handtowel": 6503,
"attachment": 1388,
"balance": 1583,
"sustainability": 14190,
"nalright": 9108,
"tp": 15213,
"checker": 2465,
"discussing": 4241,
"deal": 3680,
"sprinkling": 13787,
"freshening": 5940,
"tablets": 14246,
"hanging": 6583,
"preferred_method": 11300,
"nwhich": 10129,
"sprinkle": 13785,
"reactions": 11914,
"carbon": 2205,
"dioxide": 4116,
"popular": 11131,
"releasing": 12177,
"fragrances": 5882,
"interesting": 7472,
"adsorbing": 819,
"impurities": 7116,
"neutralizing": 9303,
"trying": 15454,
"sode": 13607,
"freshner": 5942,
"unwated": 15766,
"naturral": 9138,
"ingrediends": 7273,
"essentail": 4940,
"oil": 10313,
"thaht": 14483,
"maks": 8320,
"wihout": 16869,
"leavng": 7922,
"behnd": 1690,
"harrh": 6604,
"chemiclas": 2485,
"hangin": 6582,
"freshenrs": 5941,
"neear": 9243,
"toliet": 15052,
"ius": 7658,
"als": 1010,
"popuar": 11130,
"choie": 2507,
"amung": 1068,
"mnay": 8857,
"peopel": 10837,
"thye": 14617,
"worrk": 16985,
"relasing": 12162,
"frangrences": 5887,
"intot": 7507,
"airi": 948,
"thta": 14612,
"htlp": 6879,
"covver": 3372,
"uo": 15769,
"unplesant": 15716,
"oderss": 10234,
"brake": 1936,
"pllacig": 11047,
"actvated": 719,
"chaarcoal": 2303,
"innto": 7316,
"tehe": 14369,
"toliat": 15051,
"tkank": 14717,
"issu": 7620,
"esethmed": 4938,
"mehod": 8595,
"usde": 16047,
"reduece": 12092,
"oders": 10233,
"prnt": 11484,
"woorks": 16946,
"bi": 1741,
"adsoiring": 818,
"ipurieties": 7544,
"nuetraliszing": 9895,
"privacy_levels": 11460,
"new_privacy": 9343,
"considerate": 3145,
"scatter": 12915,
"linewidth": 8035,
"assumption": 1374,
"consents": 3137,
"denying": 3837,
"recovered": 12061,
"urine_detected": 15982,
"proven": 11685,
"time_interval": 14646,
"make_selection": 8314,
"calc_extreme_toilet_hygiene": 2031,
"wipecount": 16911,
"urinecolor": 16007,
"lr": 8237,
"calculate_handwash": 2066,
"minimum_times": 8790,
"total_no_of_handwashes": 15133,
"prevents": 11398,
"americans": 1041,
"new_observation": 9335,
"area1": 1253,
"area2": 1254,
"area3": 1255,
"ring": 12631,
"mixtures": 8853,
"commercial": 2910,
"tile": 14628,
"wood": 16943,
"metal": 8636,
"usually": 16178,
"shut": 13345,
"underneath": 15648,
"nearest": 9232,
"magic": 8274,
"particularly": 10739,
"reattaching": 11976,
"yours": 17145,
"disassembly": 4211,
"manufacturer": 8367,
"dampened": 3585,
"gently": 6072,
"putting": 11756,
"promotes": 11618,
"tlc": 14728,
"deserves": 3896,
"regret": 12138,
"essentially": 4942,
"intends": 7457,
"functionare": 5981,
"drys": 4562,
"dries": 4490,
"statemnet": 13871,
"handes": 6482,
"says": 12897,
"thier": 14542,
"functioning": 5982,
"response1": 12468,
"response2": 12469,
"response3": 12470,
"bools": 1853,
"subtract": 14073,
"seating": 13049,
"placed": 11014,
"casting": 2235,
"milliliters": 8690,
"waste_level": 16594,
"odor_strength": 10268,
"indicators": 7220,
"ratio": 11893,
"safety_score": 12808,
"cleanliness_indicators": 2714,
"total_possible_indicators": 15142,
"safely": 12794,
"maintainable": 8291,
"dirtied": 4150,
"prob_contamination": 11495,
"prob_illness": 11504,
"certainty": 2296,
"ev_contamination": 4998,
"ev_no_contamination": 4999,
"update_toiletygine": 15836,
"noisy_data": 9637,
"gauss": 6023,
"input_data": 7336,
"places": 11018,
"gyms": 6427,
"videos": 16341,
"assist": 1362,
"carried": 2215,
"number_of_children": 10036,
"time_since_last_meal": 14658,
"meal": 8513,
"intake": 7446,
"total_soap": 15154,
"02": 20,
"004": 12,
"toothpaste_message": 15079,
"gum": 6424,
"water_message": 16656,
"observable": 10173,
"unobserved": 15709,
"rec": 11977,
"sticker": 13939,
"encouraging": 4790,
"committing": 2915,
"twas": 15526,
"exceed": 5059,
"industry": 7229,
"unsafe_conditions": 15737,
"safe_condition": 12788,
"disposing": 4357,
"wrapped": 17001,
"entrance": 4867,
"plus": 11063,
"foot": 5817,
"operated": 10369,
"flusher": 5760,
"nature": 9137,
"commentary": 2906,
"signature": 13365,
"clean_status": 2625,
"action_plan": 692,
"initialized": 7297,
"incoming": 7159,
"definition": 3779,
"statments": 13882,
"instrcutions": 7417,
"context": 3229,
"readability": 11928,
"odor_threshold": 10269,
"add_water": 755,
"spray_cleaner": 13769,
"ventilate": 16292,
"run_fan": 12758,
"periodically": 10903,
"spray_airfreshner": 13766,
"begins": 1678,
"11": 61,
"life": 7993,
"activate": 701,
"exhaust": 5114,
"subsides": 14068,
"finishes": 5623,
"breaking": 1945,
"determine_low_hygeine": 3991,
"portion": 11142,
"bowl_transparency": 1917,
"use_air_freshener": 16051,
"add_bleach": 733,
"spray_deodorizer": 13770,
"replace_carpet": 12308,
"carpeting": 2212,
"linoleum": 8040,
"flooring": 5710,
"extreme_toilet": 5288,
"creation": 3399,
"prompt_for_hand_wash": 11633,
"creations": 3400,
"getctime": 6244,
"nrecent": 9776,
"toiletarea": 14910,
"get_random_level": 6169,
"update_score": 15819,
"naverage": 9142,
"nrecommendations": 9779,
"laziness": 7881,
"deducts": 3737,
"large": 7818,
"reliability_score": 12187,
"bathroom_duration": 1622,
"did_handwash": 4067,
"extracts": 5270,
"totals": 15169,
"counting": 3352,
"handwash_after": 6505,
"flushings": 5771,
"ethi": 4955,
"n_flushes": 9075,
"time_between_flushes": 14637,
"dry_run_score": 4531,
"check_normality": 2409,
"calculate_ethi_score": 2056,
"ethi_score": 4956,
"extremley": 5308,
"update_low_handwash": 15798,
"intermediare": 7477,
"proficiency": 11603,
"handdryer": 6477,
"murky": 9051,
"cloudiness": 2791,
"obstructions": 10196,
"validating": 16237,
"upgrading": 15908,
"untrusted": 15755,
"definitely": 3778,
"beginner_friendly": 1673,
"simplified": 13389,
"beginner_friendy": 1674,
"original_score": 10431,
"transformed_score": 15310,
"analyses": 1074,
"condition_one": 3045,
"condition_two": 3047,
"condition_three": 3046,
"condition_four": 3043,
"insufficent": 7430,
"has_enough_water": 6616,
"refill": 12101,
"refilled": 12105,
"consent_yes": 3134,
"consent_no": 3129,
"toilet_cleaned": 14789,
"toilet_uncleaned": 14898,
"contribute": 3249,
"branches": 1938,
"seat_cleanliness": 13016,
"urine_presence": 15992,
"contributing": 3252,
"hygenie": 6929,
"transmitted": 15334,
"workings": 16972,
"transaprency": 15265,
"cautious": 2274,
"conditon": 3054,
"normaly": 9683,
"shouldn": 13319,
"encounter": 4781,
"lowtoilethygiene": 8227,
"low_toilet_viols": 8199,
"urinemarkings": 16010,
"has_violation": 6642,
"has_low_toilets": 6625,
"andreturn": 1128,
"serieswith": 13192,
"kitchen": 7760,
"particles": 10736,
"spilled": 13734,
"ntesting": 9859,
"target_level": 14304,
"40cm": 272,
"contamination_threshold": 3220,
"15cm": 90,
"exceptional": 5071,
"es": 4933,
"customized": 3543,
"lock": 8100,
"locked": 8101,
"keycard": 7735,
"biometric": 1776,
"authentication": 1422,
"reason_for_visit": 11960,
"toilethygenecy": 14943,
"begginer": 1667,
"liners": 8033,
"worn": 16983,
"straighten": 13974,
"cluttered": 2795,
"receptacle": 12006,
"replacements": 12324,
"viz": 16423,
"wise": 16924,
"freshened": 5937,
"slightly_smiling_face": 13489,
"toilet_minimum_safe_water_level": 14847,
"can_be_fixed_by_refilling": 2176,
"topping": 15096,
"water_levels": 16653,
"principles": 11424,
"mucus": 9029,
"moment": 8925,
"nnext": 9542,
"expectations": 5140,
"investment": 7528,
"customers": 3538,
"calc_reliability": 2036,
"tot_points": 15105,
"eg": 4681,
"cleanliness_score_multiplier": 2728,
"penalty": 10830,
"best_level": 1721,
"toiletdataset": 14923,
"calc_zscore": 2039,
"std": 13909,
"odor_cols": 10243,
"exclude": 5086,
"_zscore": 573,
"extreme_cases": 5274,
"odor_1_zscore": 10238,
"odor_2_zscore": 10239,
"odor_3_zscore": 10240,
"hydrogen": 6917,
"sulfide": 14124,
"deviation": 4022,
"identifying": 6984,
"boxplots": 1930,
"statistical": 13879,
"get_current_date": 6101,
"toilet_images": 14834,
"lower_blue": 8211,
"upper_blue": 15913,
"perimeter": 10900,
"peri": 10899,
"arclength": 1250,
"approximate": 1235,
"approx": 1233,
"approxpolydp": 1237,
"shapes": 13281,
"drawcontours": 4483,
"save_name": 12879,
"filtered_": 5569,
"imwrite": 7130,
"dissipated": 4359,
"pleasant": 11041,
"opacitymeasuredfrom": 10350,
"1where": 125,
"0meanscompletelyclearand1meansfullyopaque": 38,
"thefunctionfirstchecks": 14508,
"whethertheinputargumentisoftypefloatandsitsvalueisinrange": 16839,
"ifthecheckfails": 7002,
"raisesanexceptionwithanerrormessageexplainingthattheinputargumentisinvalid": 11848,
"itis": 7651,
"proceeds": 11558,
"tothemainlogicofthefunction": 15173,
"wheretheydefinemessagesdependingonthetransparencyvalue": 16834,
"theyuseatemplatestringforthemessagesthatincludesaformattedplaceholderforthenameofthefunction": 14540,
"check_low_toilethygiene": 2405,
"andawildcardplaceholderformenumberofsanitarybinsavailableinthewashrooms": 1126,
"theyreturntheselectedmessageresultingfromtheroutinestobedisplayedtotheduser": 14539,
"prompt1": 11623,
"couple": 3360,
"prompt2": 11624,
"prompt3": 11625,
"prompt4": 11626,
"response4": 12471,
"prompt5": 11627,
"response5": 12472,
"promptnum": 11647,
"test_data": 14439,
"reflecting": 12110,
"indicative": 7218,
"bash": 1603,
"enable": 4762,
"set_hand_wash_enabled": 13213,
"disabled": 4201,
"share_with_anyone": 13284,
"nupdated": 10092,
"flushes_after_use": 5763,
"cleans_bowl": 2739,
"happening": 6588,
"toilethyginececkdata": 14975,
"disclosure": 4222,
"disclosed": 4220,
"whereas": 16831,
"bathrooms_visited": 1637,
"en": 4760,
"directs": 4138,
"nsteps": 9842,
"caked": 2027,
"sensor_log": 13159,
"mean_reliability": 8521,
"squeeze": 13803,
"rag": 11837,
"accommodate": 639,
"offering": 10302,
"designing": 3901,
"single_flush_valve": 13445,
"multiple_options": 9041,
"without_backflow_prevention": 16934,
"preventer": 11394,
"micrograms": 8657,
"liter": 8057,
"colony": 2855,
"forming": 5847,
"499": 294,
"ug": 15593,
"999999cfu": 452,
"avg": 1464,
"387": 257,
"337": 237,
"287": 205,
"400": 270,
"5000": 304,
"myfolder": 9061,
"ndirectory": 9214,
"oserror": 10434,
"nchanged": 9173,
"shutil": 13346,
"rmtree": 12676,
"notebook": 9706,
"deleting": 3800,
"permanent": 10905,
"modifications": 8902,
"visitation": 16398,
"num_persons": 9981,
"calculate_usage": 2134,
"total_usage": 15159,
"door1": 4444,
"door2": 4445,
"5l": 329,
"ndoors": 9224,
"nboth": 9160,
"ntwo": 9893,
"ndoor": 9223,
"1litre": 119,
"1liter": 118,
"litters": 8065,
"nine": 9477,
"nmore": 9534,
"fourpointfive": 5870,
"fourpointfiveliters": 5871,
"eightpointfiveliters": 4685,
"check_hand_wash": 2383,
"check_air_freshener": 2343,
"tmp": 14739,
"used_air_freshener": 16078,
"high_toilet_hygiene_data": 6762,
"circulation": 2543,
"significantly": 13370,
"despite": 3912,
"transformed_texts": 15313,
"transformed_text": 15312,
"expect": 5138,
"aiming": 900,
"overboard": 10555,
"reasonable": 11961,
"wash_frequency": 16520,
"number_of_toilets": 10057,
"odor_sensitivity": 10267,
"num_toilets": 10013,
"water_lvl": 16655,
"odor_sens": 10266,
"monitored": 8939,
"min_wash_freq": 8756,
"max_water_lvl": 8484,
"ideal_water_lvl": 6976,
"optimal_odor_sens": 10386,
"raw_score": 11902,
"bonuses": 1848,
"calculated_score": 2142,
"ncongratulations": 9193,
"display_menu": 4311,
"regulations": 12147,
"show_rules": 13328,
"diapers": 4047,
"blowing": 1816,
"linger": 8036,
"nrules": 9804,
"toilet_log": 14839,
"save_action": 12875,
"ceiling": 2281,
"layer": 7873,
"touchable": 15182,
"fogging": 5792,
"mist": 8838,
"ntask": 9857,
"get_toilet_cleanliness": 6209,
"descriptions": 3891,
"necessarily": 9239,
"clean_data": 2594,
"scaler": 12907,
"standardscaler": 13837,
"x_scaled": 17041,
"x_zscores": 17052,
"thres": 14568,
"extreme_outliers": 5282,
"percentile": 10871,
"q3": 11771,
"iqr": 7546,
"fencepost_low": 5508,
"fencepost_high": 5507,
"isin": 7601,
"recommended_action": 12034,
"quantile": 11791,
"toilet_hygiene_dataset": 14818,
"result_df": 12535,
"zenity": 17160,
"frequncyofcleaning": 5933,
"relaibility": 12161,
"frequencecy": 5908,
"cleanning": 2736,
"higer": 6725,
"relibaility": 12216,
"compass": 2944,
"rights": 12626,
"versus": 16313,
"virtue": 16365,
"perspective": 10940,
"weighting": 16769,
"get_question_score": 6167,
"wipeseat": 16918,
"flushhandle": 5764,
"utilitarian_weighting_factor": 16186,
"retrieves": 12563,
"tilitarian": 14632,
"eontological": 4904,
"irtue": 7555,
"framework": 5884,
"mse": 9011,
"nresults": 9800,
"output_dir": 10514,
"daily_flushes": 3569,
"dailyflushes": 3579,
"flush_index": 5735,
"toilet_info": 14835,
"buildingid": 1991,
"roomnumber": 12710,
"high_toilet_hygiene_": 6759,
"water_flow_rate": 16634,
"slow": 13496,
"safety_issues": 12803,
"new_toilet_status": 9366,
"check_soap_availability": 2430,
"adjust_water_pressure": 794,
"new_water_flow_rate": 9370,
"fast": 5401,
"update_toilet_input": 15829,
"press": 11369,
"update_toilet_hygiene_input": 15828,
"check_soap_input": 2431,
"adjust_water_pressure_input": 795,
"exit_input": 5125,
"sentence": 13168,
"word2": 16948,
"word3": 16950,
"word4": 16951,
"word5": 16952,
"word6": 16953,
"increments": 7190,
"phrase": 10964,
"pure": 11741,
"impure": 7115,
"invokes": 7532,
"knows": 7777,
"extra_tips": 5261,
"experienced": 5155,
"advanced_techniques": 827,
"ozone": 10606,
"enzyme": 4899,
"seal": 13002,
"withintermediateknowledge": 16932,
"simplydisplayan": 13391,
"grouping": 6397,
"userinputis": 16164,
"inwhich": 7538,
"wewillprint": 16817,
"outthe": 10533,
"checkwhether": 2479,
"wewillprintout": 16818,
"tothree": 15175,
"wewillprintoutbothsets": 16819,
"oftipsandsomemoreadvancedtechniquestoo": 10311,
"get_trust_score": 6227,
"tp_left": 15216,
"dimensions": 4113,
"dirty_items": 4171,
"detract": 4014,
"untreated": 15754,
"declare": 3708,
"globally": 6281,
"accessed": 630,
"honestly": 6838,
"observes": 10190,
"num_dirty": 9926,
"besides": 1708,
"item_list": 7638,
"trust_score": 15436,
"qty": 11781,
"stock": 13948,
"toilethigienne": 14937,
"320": 233,
"240": 183,
"unneeded": 15708,
"letters": 7955,
"nans": 9122,
"imputing": 7126,
"imputer": 7124,
"simpleimputer": 13386,
"missing_values": 8837,
"standardizing": 13835,
"minmaxscaler": 8801,
"scaled_data": 12902,
"outliers": 10500,
"z_scores": 17157,
"abs_z_scores": 596,
"filtered_entries": 5572,
"cleaned_dataset": 2648,
"handwashing_levels": 6562,
"bother": 1866,
"rent": 12284,
"ownership": 10602,
"num_bathrooms": 9908,
"enough_dryers": 4838,
"failing": 5364,
"leaking": 7898,
"milder": 8680,
"redesign": 12082,
"layout": 7880,
"renter": 12285,
"restrictions": 12522,
"imposed": 7092,
"landlords": 7814,
"property": 11662,
"managers": 8352,
"talking": 14279,
"landlord": 7812,
"offense": 10296,
"offenses": 10297,
"lax": 7872,
"visible_contamination": 16380,
"prob_clean": 11493,
"prob_moderately_dirty": 11514,
"prob_very_dirty": 11522,
"01": 17,
"total_prob": 15143,
"chosen_outcome": 2522,
"tseat": 15461,
"tbowl": 14327,
"extreme_gyiene": 5277,
"tfloor": 14474,
"current_value": 3519,
"has_water_supply": 6644,
"owling": 10597,
"rining": 12633,
"clean_bowls": 2590,
"clean_urinals": 2638,
"fixtures": 5658,
"input_dir": 7341,
"dryrun_file": 4561,
"transformed_data_file": 15299,
"parents": 10707,
"exist_ok": 5118,
"read_input_file": 11923,
"input_list": 7351,
"sample_record": 12831,
"transform_record": 15283,
"new_column": 9318,
"another_new_column": 1152,
"old_value": 10324,
"del": 3793,
"unnecessary_col": 15707,
"write_output_file": 17010,
"transformed_list": 15304,
"newline": 9378,
"writer": 17015,
"dictwriter": 4063,
"fieldnames": 5520,
"writeheader": 17013,
"writerows": 17017,
"ignored": 7007,
"unused": 15759,
"removes": 12272,
"status_reading": 13897,
"occurring": 10225,
"soap_presence": 13580,
"247863242394": 187,
"00123931621197": 8,
"no_bias_result": 9553,
"_calculate_no_biases": 476,
"result_with_soap_removal": 12538,
"bias_for_soap_removal": 1746,
"handwashing_threshold": 6572,
"result_with_higher_freq": 12537,
"bias_for_high_frequency": 1745,
"base_contamination_rate": 1597,
"additional_contamination_from_soap": 764,
"soap_concentration": 13565,
"total_additional_contamination": 15110,
"human_toilet_usage_fraction": 6888,
"final_contamination_rate": 5583,
"toilethygienereport": 14962,
"toiletpaper": 14997,
"get_seat_position": 6194,
"detect_waste": 3944,
"possible_positions": 11169,
"chosen_pos": 2523,
"simulated_results": 13431,
"determinetoilethygiene": 4012,
"bowl_appearance": 1884,
"appearances": 1193,
"loo": 8137,
"restocked": 12514,
"supplier": 14150,
"responsible_party": 12493,
"deficiency": 3769,
"max_tank_capacity": 8473,
"deficiencies": 3768,
"rainfall": 11841,
"rain": 11840,
"windspeed": 16886,
"wind": 16880,
"speed": 13724,
"washroom_supervisor": 16575,
"janitorial_service": 7664,
"janitorial": 7663,
"emergency_response": 4734,
"alerted": 970,
"ambulance": 1037,
"dispatched": 4284,
"senior_management": 13137,
"handwashing_promotion": 6564,
"promotional": 11621,
"signage_installation": 13362,
"sheeting": 13295,
"analyzer": 1120,
"use_deodorizer": 16061,
"measure_toilet_odor": 8536,
"apply_deodorant": 1216,
"wipe_seat": 16906,
"spray_air_freshener": 13764,
"time_since_last_flush": 14656,
"presence_of_urine_odor": 11353,
"nonnegative": 9653,
"no_contamination": 9561,
"possible_contamination": 11166,
"toilet_analysis": 14771,
"safety_level": 12804,
"consent_given": 3127,
"nis": 9487,
"nstarting": 9839,
"nuser": 10103,
"start_menu": 13851,
"affirmatively": 849,
"acts": 714,
"menu": 8610,
"disappointed": 4209,
"apologizing": 1187,
"branching": 1939,
"no_water_supply": 9614,
"insufficent_water_supply": 7431,
"water_source": 16669,
"drinkable": 4492,
"depth_of_well": 3878,
"depth": 3877,
"pump_capacity": 11731,
"pump": 11730,
"time_pump_running": 14651,
"daily_consumption": 3567,
"consumes": 3179,
"20l": 156,
"distance_to_nearest_lake": 4365,
"lake": 7806,
"kilometers": 7752,
"boat_capacity": 1831,
"boat": 1830,
"cubic": 3441,
"days_supply": 3665,
"estimated": 4947,
"required_amount_clean_water": 12382,
"calculate_requirement": 2105,
"transported": 15360,
"digging": 4096,
"deeper": 3743,
"toxic": 15207,
"plant": 11027,
"local": 8087,
"residents": 12425,
"mitigate": 8844,
"agencies": 874,
"national": 9134,
"888": 413,
"agency": 875,
"877": 409,
"623": 338,
"6945": 361,
"_use_vinegar": 567,
"_use_baking_soda": 566,
"flusing": 5778,
"retake": 12553,
"escalate": 4934,
"authority": 1425,
"toilethygienescore": 14965,
"_score": 549,
"calculate_low_toilet_hygiene_score": 2080,
"objects_in_range": 10161,
"distance_to_objects": 4366,
"get_distance_to_objects": 6117,
"prompt_user_to_clean": 11642,
"show_final_result": 13322,
"ultrasonic": 15607,
"toilets_training": 15023,
"anymore": 1175,
"dt_model": 4567,
"presence_of_soap": 11348,
"fulfilled": 5965,
"external": 5250,
"overall_result": 10548,
"flag_excellent": 5663,
"flag_good": 5665,
"flag_fair": 5664,
"straw": 13987,
"toilethygineceanalysis": 14974,
"fecalmaterial": 5464,
"12345": 72,
"confusion": 3093,
"matrix": 8422,
"crosstab": 3430,
"rownames": 12737,
"colnames": 2852,
"nconfusion": 9190,
"nclassification": 9179,
"nop": 9661,
"alright": 1009,
"sensor_value": 13163,
"inp_file": 7322,
"inp_val": 7324,
"dist": 4361,
"mediums": 8588,
"_status": 551,
"_email": 504,
"emails": 4724,
"cleaned_text": 2663,
"seventy": 13241,
"punctuations": 11733,
"becomes": 1656,
"greet": 6368,
"cancellation": 2180,
"earlier": 4621,
"confirms": 3087,
"lets": 7953,
"updatelowtoilethygiene_keepareacleanforengineerforbeginner": 15887,
"scrub_surfaces": 12982,
"ndisinfecting": 9218,
"apply_disinfection": 1218,
"soap_stock": 13585,
"verifies": 16306,
"holdtrue": 6825,
"thefunction": 14506,
"donotusetoilet": 4442,
"doesnot": 4431,
"outages": 10474,
"failures": 5367,
"levelsand": 7967,
"insights": 7380,
"mitigation": 8846,
"strategies": 13981,
"preprocess_data": 11317,
"user_id": 16122,
"encode": 4773,
"analyze_hygiene": 1095,
"derived": 3879,
"output_cols": 10511,
"prev_toilet_use": 11390,
"days_since_last_toilet": 3659,
"freq_handwash": 5895,
"unstack": 15745,
"_freq": 512,
"aggregate": 884,
"agg_func": 881,
"handwash_freq": 6524,
"right_index": 12623,
"pub_users": 11710,
"pub_results": 11709,
"final_result": 5593,
"sort": 13656,
"sort_values": 13658,
"raw_data": 11897,
"output_file": 10516,
"processed_data": 11564,
"check_initial": 2399,
"ask_additional_unhygienic": 1322,
"ask_additional_moderately_unhygienic": 1321,
"behaviors": 1684,
"visuals": 16418,
"calculate_final_score": 2064,
"soap_type": 13588,
"accessibility": 631,
"hw_value": 6909,
"fl_value": 5661,
"vs_value": 16438,
"display_high_toilet_hygiene": 4301,
"ncoefficients": 9184,
"nintercept": 9484,
"nhumidity": 9457,
"extremetoilethygiene_handwashafterusingthetoiletforbeginners": 5305,
"ide": 6973,
"spyder": 13788,
"jupyter": 7701,
"pip": 10991,
"contracting": 3244,
"num_sims": 10004,
"10000": 42,
"simulations": 13436,
"p_no_wash": 10624,
"p_disease": 10615,
"no_wash_counts": 9606,
"illness_counts": 7012,
"do_wash": 4408,
"got_sick": 6319,
"prob_no_wash": 11518,
"tprobability": 15228,
"subplots": 14062,
"linspace": 8042,
"probs": 11552,
"xlabel": 17059,
"ylabel": 17128,
"display_toilet_hygeine": 4328,
"no_visible_dirt_or_stain": 9604,
"porous": 11139,
"spot": 13756,
"stand": 13826,
"lights": 8011,
"programs": 11610,
"day_of_week": 3628,
"39": 259,
"61": 334,
"washes_hands": 16541,
"uses_tp": 16170,
"leaves_seat_down": 7919,
"splashback": 13738,
"unlikely": 15701,
"married": 8392,
"demographic": 3819,
"characteristics": 2331,
"modeled": 8872,
"production": 11577,
"objective": 10157,
"threat": 14564,
"eda": 4651,
"histograms": 6813,
"plots": 11050,
"univariate": 15691,
"1500": 88,
"crowds": 3432,
"customertype": 3539,
"increases": 7184,
"outlets": 10495,
"lid_condition": 7982,
"bowl_condition": 1891,
"urinal_condition": 15944,
"nimprove": 9473,
"modulus": 8915,
"adjustments": 804,
"num_squares": 10007,
"num_quares": 9992,
"toilet_minimum_water_level": 14849,
"hardware": 6600,
"connections": 3112,
"toilet_max_water_level": 14844,
"43": 277,
"user_age": 16103,
"user_bowl_movement": 16105,
"user_urination": 16148,
"user_wiping": 16153,
"age_range": 869,
"26": 197,
"46": 284,
"score_dict": 12957,
"13": 79,
"nighttime": 9469,
"possible_biases": 11164,
"possibilities": 11159,
"user_contamination": 16111,
"environmental_contamination": 4892,
"contaminates": 3214,
"contributed": 3250,
"toiletareacleanlinessscore": 14913,
"waterinbowl": 16690,
"odorintensity": 10276,
"abspath": 605,
"satisfactorily": 12865,
"session": 13203,
"final_hygiene_level": 5586,
"construction": 3169,
"filth": 5578,
"next_command": 9396,
"priorities": 11441,
"message1": 8619,
"prioritize": 11442,
"message2": 8620,
"dignity": 4100,
"message3": 8621,
"consensus": 3120,
"prying": 11697,
"sits": 13455,
"ndue": 9227,
"fear": 5417,
"caught": 2263,
"nbleach": 9156,
"nultimately": 9900,
"extremes": 5303,
"utis": 16194,
"beginner_actions": 1671,
"damaged": 3582,
"intermediate_actions": 7479,
"advanced_actions": 826,
"perform_action": 10881,
"pred_values": 11250,
"ndarray": 9205,
"instantiate": 7410,
"patients": 10780,
"suffering": 14092,
"tackle": 14249,
"distinct": 4371,
"sample_path": 12830,
"bacteria_count": 1554,
"enterococcus": 4863,
"faecalis": 5349,
"escherichia": 4937,
"data_dir": 3600,
"tsufficient": 15469,
"machines": 8269,
"tablet": 14245,
"cleaning_frequency": 2694,
"days_ago": 3635,
"freq": 5892,
"calculate_probability": 2101,
"transparency_level": 15348,
"hand_wash_needed": 6470,
"serious": 13193,
"ternary": 14428,
"distinctive": 4372,
"elbow": 4690,
"unwell": 15768,
"medications": 8568,
"throwing": 14609,
"odourless": 10288,
"corresponds": 3303,
"adults": 822,
"altogether": 1025,
"reliable_sensors": 12204,
"senor": 13140,
"smart": 13503,
"tif": 14623,
"came": 2166,
"clean_the_restroom": 2629,
"inform_authorities": 7255,
"monitor_situation": 8936,
"interfering": 7474,
"assumptions": 1375,
"250": 191,
"750": 377,
"num_visits": 10026,
"avg_flush_count": 1482,
"faulty": 5411,
"malfunctioning": 8330,
"plumbers": 11057,
"toilet_messages": 14845,
"clean_messages": 2609,
"db": 3670,
"find_one": 5613,
"notes": 9708,
"parameterized": 10694,
"query": 11805,
"sql": 13789,
"injection": 7307,
"attacks": 1390,
"transparence": 15338,
"variation": 16267,
"captured": 2202,
"variance": 16266,
"influence": 7246,
"toilet_user": 14904,
"gender_bias": 6038,
"water_source_bias": 16670,
"handwashing_frequency_bias": 6561,
"percent_water": 10858,
"water_capacity": 16620,
"seat_dirtiness": 13022,
"dirtiness_factor": 4157,
"has_fecal_matter": 6619,
"extra_points": 5258,
"yes_response": 17113,
"abilities": 581,
"no_response": 9591,
"consent_text": 3131,
"ensemble": 4841,
"randomforestclassifier": 11868,
"sgdclassifier": 13271,
"svm": 14191,
"linearsvc": 8029,
"utils": 16193,
"tokenize": 15041,
"tfidf": 14469,
"tfidftransformer": 14470,
"tf": 14466,
"idf": 6986,
"handwashafterusingthetoilet": 6540,
"lowtoilethygienestatus": 8230,
"although": 1023,
"input_vars": 7366,
"expectation": 5139,
"expected_output": 5145,
"transformed_level": 15303,
"data1": 3597,
"data2": 3598,
"nhygiene": 9458,
"data3": 3599,
"waste_buildup": 16589,
"pandemics": 10659,
"infected": 7236,
"number_of_infected": 10043,
"number_of_deaths": 10040,
"percentage_affected": 10860,
"ntherefore": 9868,
"shortage": 13309,
"community": 2929,
"provision": 11693,
"protective": 11677,
"integrating": 7451,
"apis": 1186,
"temporary": 14402,
"tempdir": 14380,
"timestamps": 14687,
"toiletdatelog": 14924,
"latest_entry": 7851,
"representation": 12356,
"latest_time": 7852,
"strptime": 14023,
"secs": 13064,
"with_water": 16928,
"hydration": 6915,
"pus": 11749,
"term": 14418,
"user_count": 16112,
"top_users": 15090,
"user_handwash": 16121,
"descending": 3884,
"sorted_df": 13669,
"ascending": 1304,
"create_new_solution": 3392,
"affairs": 843,
"odorless": 10277,
"propose": 11668,
"usecases": 16076,
"recent_incidents": 11998,
"specimens": 13721,
"sterile": 13935,
"containers": 3193,
"tubes": 15489,
"clothing": 2788,
"bodily": 1834,
"fluids": 5723,
"contained": 3190,
"calculate_low_handwashing": 2075,
"sim_mode": 13379,
"toilet_bowl": 14777,
"edges": 4654,
"edged": 4653,
"canny": 2190,
"fill_percent": 5555,
"user_prefs": 16135,
"current_situation": 3509,
"prefers_natural_solutions": 11302,
"ventilator": 16297,
"has_odor_issues": 6628,
"updated_output": 15862,
"janitor": 7662,
"displaytoilethygiene": 4346,
"limitations": 8018,
"2021": 137,
"discover": 4229,
"view_basic_guidelines": 16343,
"nbasic": 9152,
"learn_about_germs": 7905,
"ncommon": 9186,
"staphylococcus": 13844,
"aureus": 1418,
"staph": 13843,
"pseudomonas": 11701,
"aeruginosa": 841,
"klebsiella": 7763,
"pneumoniae": 11072,
"discover_best_practices": 4230,
"zfill": 17165,
"nbest": 9155,
"_exit": 505,
"chat": 2339,
"bot": 1863,
"knowledge_level": 7773,
"knowlege": 7775,
"ethical_concerns": 4962,
"automated": 1433,
"advancing": 830,
"skills": 13472,
"deposits": 3876,
"accident": 635,
"decrese": 3727,
"rat": 11884,
"imgs": 7056,
"min_transparency": 8749,
"1e6": 114,
"adapt": 722,
"suit": 14121,
"elevated": 4704,
"toilette": 15030,
"cleaned_df": 2649,
"filter_transparency": 5567,
"transformed_extreme_toilet_hygiene": 15302,
"noutput": 9737,
"satisfying": 12870,
"exported": 5227,
"redirect": 12085,
"webpage": 16746,
"action_options": 691,
"flushers": 5761,
"simulated_choice": 13427,
"selected_option": 13098,
"correspond": 3300,
"watery": 16708,
"input_string": 7361,
"extreme_toilet_cleaning": 5289,
"extreme_level": 5281,
"number_of_days_since_last_flush": 10039,
"number_of_times_flushed_per_day": 10056,
"frequency_of_cleanings_per_week": 5914,
"days_between_cleans": 3638,
"signage": 13361,
"handwashing_signage": 6568,
"78541": 386,
"1l": 117,
"litre": 8061,
"determine_low_hand_wash": 3986,
"stink": 13945,
"wing": 16887,
"sneaking": 13540,
"did_anything_unusual": 4065,
"activites": 709,
"unusal": 15758,
"nothandwash": 9709,
"reporting": 12352,
"avg_score": 1497,
"overflown": 10569,
"triggers": 15410,
"disinfectant_type": 4262,
"cleaning_step": 2705,
"chosen_step": 2527,
"scrubbing_area": 12994,
"mopping_fluid": 8956,
"wipe_disinfectant": 16896,
"far": 5399,
"nselected": 9819,
"total_cost": 15119,
"labor": 7793,
"summarizing": 14128,
"tqdm": 15234,
"standardize": 13833,
"split_train_test": 13746,
"difflib": 4094,
"get_close_matches": 6096,
"update_file": 15787,
"mike": 8677,
"updation": 15899,
"missing_keys": 8833,
"temperature_threshold": 14389,
"humidity_threshold": 6896,
"air_quality_threshold": 930,
"num_used_rolls": 10019,
"num_total_rolls": 10015,
"iterdir": 7646,
"dirtiness_scores": 4159,
"hmmm": 6818,
"openness": 10365,
"separation": 13179,
"maintainability": 8290,
"hardcoded": 6595,
"repair": 12290,
"toilet_failures": 14804,
"blood_stain": 1807,
"bloodstain": 1812,
"households_data": 6867,
"dataframerow": 3609,
"updated_value": 15879,
"num_people_living": 9978,
"flush_toilets": 5745,
"manipulate": 8361,
"reliability_threshold": 12188,
"has_low_hygiene": 6624,
"get_toothpaste_residue": 6223,
"send_alert_and_suggest_cleaning": 13120,
"communication": 2927,
"expanded": 5136,
"communicate": 2924,
"abstraction": 607,
"communicating": 2926,
"expand": 5135,
"looping": 8145,
"perceive": 10849,
"determine_low_handwashing": 3990,
"avoid_contamination": 1512,
"density": 3834,
"population_density": 11135,
"nwe": 10121,
"3000": 228,
"prudent": 11696,
"nsome": 9833,
"providing": 11692,
"conclusions": 3028,
"divides": 4393,
"rounds": 12730,
"enforcing": 4812,
"toileting_activity": 14983,
"engage": 4813,
"absolute": 602,
"dir": 4122,
"is_dir": 7568,
"corruption": 3305,
"num_chars": 9911,
"input_image": 7347,
"output_image": 10519,
"cleaned_toilet_area": 2666,
"min_clean_percentage": 8711,
"window_size": 16883,
"sliding": 13486,
"adaptive": 725,
"binary": 1762,
"thresholded": 14598,
"cropped": 3422,
"crop_img": 3421,
"blurring": 1821,
"blurred": 1819,
"medianblur": 8565,
"total_pixels": 15138,
"ravel": 11895,
"clean_pixels": 2616,
"percent_clean": 10854,
"cropping": 3424,
"drawing": 4485,
"rectangles": 12067,
"drawn": 4486,
"calc_toilet_hygiene": 2038,
"rated": 11886,
"new_hygiene_level": 9326,
"nsorry": 9835,
"nthanks": 9861,
"zeroes": 17163,
"child_score": 2491,
"adult_score": 821,
"toilet_level": 14837,
"determine_toilet_hygne": 4002,
"reliable_water": 12210,
"unreliable_water": 15733,
"confident": 3072,
"ith": 7650,
"n_obs": 9081,
"err_sd": 4928,
"randn": 11863,
"uncertainty": 15625,
"stat_dict": 13862,
"trim_mean": 15412,
"proportiontocut": 11667,
"computing": 3002,
"outlier_indices": 10497,
"reschedule": 12405,
"prev_day": 11380,
"cur_day": 3456,
"factor_dict": 5334,
"min_index": 8723,
"sorted_factor": 13670,
"top3factors": 15083,
"deteriorated": 3963,
"reasonses": 11967,
"remained": 12232,
"spike": 13730,
"fluctuations": 5721,
"naturally": 9136,
"consecutive": 3116,
"pairs": 10649,
"contributors": 3255,
"biggest": 1754,
"systematic": 14221,
"variations": 16268,
"guesswork": 6411,
"meeting": 8591,
"determine_extreme": 3970,
"wet_wipes": 16802,
"dirty_toilets": 4184,
"goggles": 6301,
"hazmat": 6660,
"respirator": 12450,
"participate": 10733,
"freq_of_handwash": 5898,
"asses": 1346,
"degree_of_contamination": 3787,
"nhope": 9452,
"nfeel": 9422,
"computer": 3000,
"woah": 16936,
"nanyways": 9124,
"improves": 7112,
"seeking": 13077,
"scaring": 12914,
"cure": 3463,
"learned": 7906,
"ndon": 9221,
"physically": 10967,
"benefit": 1705,
"disease_probability": 4245,
"days_between_exposures": 3639,
"unprotected": 15720,
"exposer": 5231,
"infectious": 7240,
"total_number_of_exposures": 15134,
"single_event_probability": 13444,
"events": 5030,
"cumulative_probability": 3452,
"next_event_occurrence": 9400,
"acquiring": 672,
"user_cleans_bowl": 16108,
"user_flushes": 16118,
"user_wipes": 16152,
"user_brings_own_supplies": 16106,
"brings_own_supplies": 1955,
"unforeseen": 15668,
"old_status": 10322,
"twipe": 15540,
"lids": 7990,
"get_additional_details": 6083,
"fetch": 5509,
"tuse": 15520,
"tdispose": 14350,
"push": 11750,
"idiom": 6987,
"dryed": 4543,
"turnedoffwater": 15516,
"time_since_flush": 14655,
"bacterial": 1555,
"urine_factor": 15985,
"lid_open_factor": 7986,
"time_factor": 14640,
"dumps": 4583,
"indent": 7196,
"profession": 11588,
"last_bathroom": 7824,
"08": 34,
"09": 35,
"00": 0,
"contrast": 3248,
"lapsed": 7817,
"signifying": 13371,
"nupdating": 10093,
"time_spent_in_bathroom": 14664,
"frequency_of_washing": 5922,
"daily_hygiene_factor": 3571,
"amount_of_dirt": 1050,
"department": 3867,
"mat": 8408,
"display_lowtoilethyg": 4309,
"waterlevel": 16692,
"withdrawing": 16929,
"respect": 12445,
"goodbye": 6311,
"file_names": 5536,
"concat": 3007,
"resuming": 12546,
"prev_state": 11386,
"determine_previous_state": 3997,
"next_action": 9392,
"take_next_action": 14268,
"sends": 13134,
"72": 372,
"trust_scores": 15437,
"hand_washes": 6472,
"num_users": 10020,
"avg_trust_score": 1504,
"real_data_result": 11949,
"updated_level": 15855,
"next_higher_level": 9401,
"didnt": 4076,
"nproper": 9769,
"no_handwash_after_using_toilet": 9571,
"total_people": 15137,
"pct_no_handwash": 10806,
"alice": 976,
"has_children": 6612,
"is_smoker": 7591,
"drinks_alcohol": 4495,
"works_outside_home": 16977,
"educational_level": 4663,
"college": 2850,
"graduate": 6335,
"household_income": 6863,
"75k": 379,
"had_flu_vaccine": 6442,
"regularly_exercises": 12146,
"thygiene": 14618,
"officials": 10307,
"display_tips": 4325,
"prompt_for_input": 11636,
"age_group": 865,
"risk_level": 12658,
"int_age": 7443,
"display_basic_tips": 4292,
"display_advanced_tips": 4291,
"tips_csv": 14707,
"writerow": 17016,
"opposite": 10381,
"belonging": 1699,
"num_people_using_bathroom": 9979,
"frequncy_of_usage": 5932,
"usable": 16025,
"grimy": 6379,
"serviceable": 13200,
"asap": 1303,
"deteriorating": 3964,
"splashed": 13740,
"splash": 13737,
"asked_by_user": 1331,
"shared_bathroom": 13286,
"himself": 6795,
"wash_before": 16515,
"wipe_well": 16910,
"calculate_toilet_odor": 2121,
"forest": 5830,
"rf": 12611,
"pred_probas": 11247,
"city_scores": 2552,
"sorted_cities": 13663,
"deodorizer_installed": 3854,
"deoderiser": 3843,
"suply": 14147,
"wheather": 16826,
"deodarizer": 3841,
"installef": 7404,
"scoe": 12949,
"exteme": 5241,
"base_score": 1598,
"deo": 3838,
"noisy": 9636,
"deodrorizers": 3861,
"electric": 4694,
"reusable": 12575,
"reliable_tools": 12208,
"nproperly": 9770,
"toothbrushes": 15075,
"unreliable_toothbrush": 15732,
"nuncleaned": 10084,
"info_reliable": 7253,
"soap_water_supplies": 13592,
"signed": 13366,
"uncleanliness": 15632,
"imply": 7082,
"violates": 16355,
"violate": 16353,
"_get_violation_cols": 524,
"violation_dict": 16358,
"result_type": 12536,
"germ": 6077,
"concern_level": 3018,
"alternating": 1018,
"elimination": 4711,
"check_water": 2455,
"min_level": 8724,
"get_current_water_level": 6109,
"master_bathroom": 8402,
"current_amount": 3484,
"order_limit": 10411,
"specifying": 13719,
"british": 1958,
"uk": 15601,
"transformed_prompt": 15308,
"reusing": 12578,
"worded": 16958,
"extensive": 5246,
"race": 11833,
"37": 251,
"62": 337,
"55": 314,
"low_odor_risk": 8184,
"medium_odor_risk": 8577,
"high_odor_risk": 6744,
"transitioning": 15330,
"vacuums": 16214,
"crash": 3382,
"sewerage": 13266,
"next_status": 9411,
"ranking": 11879,
"hovering": 6872,
"foo": 5813,
"mid": 8662,
"equality": 4915,
"typos": 15565,
"unrecognized": 15723,
"arrive": 1293,
"temperate": 14382,
"death": 3683,
"t_dieoff": 14233,
"893": 416,
"4240": 275,
"equation": 4918,
"researchgate": 12410,
"net": 9296,
"publication": 11719,
"228380029_design_and_operation_of_waterborne_toilets_part_ii_bathroom_plumbing": 177,
"celsius": 2287,
"input_score": 7359,
"issubset": 7621,
"max_per_group": 8461,
"n_privates": 9082,
"total_marks": 15131,
"penalty_points": 10831,
"mark_for_handwash": 8381,
"him": 6794,
"denomenator": 3829,
"younger": 17135,
"refuses": 12119,
"toilethygiee": 14951,
"toilethegnee": 14936,
"listen": 8052,
"input_filename": 7344,
"output_filename": 10517,
"high_hygiene_toilets": 6736,
"read_data": 11917,
"write_results": 17011,
"outfile": 10492,
"calculate_scores": 2110,
"cleaned_toilets": 2667,
"cleaned_toiles": 2664,
"ncompleted": 9187,
"moldy": 8923,
"rust": 12777,
"cracked": 3377,
"mineral": 8776,
"streak": 13989,
"choice_int": 2505,
"determine_handwash": 3976,
"soap_found": 13576,
"num_water_turns": 10030,
"turns": 15518,
"compliance_level": 2970,
"bowl_color": 1890,
"floater": 5681,
"flotter": 5716,
"cfus": 2301,
"milliliter": 8689,
"cfu": 2300,
"customised": 3540,
"abnormal": 584,
"receive_messages": 11988,
"transform_extremetoilethygiene_md": 15275,
"supporting": 14158,
"pep8": 10845,
"ndecision": 9209,
"userchoice": 16159,
"poorly": 11127,
"ventilated": 16294,
"simulationresponse": 13435,
"nstrategies": 9843,
"compost": 2985,
"piles": 10984,
"disposals": 4351,
"plastics": 11030,
"cups": 3454,
"straws": 13988,
"showerheads": 13336,
"ideas": 6977,
"nnatural": 9539,
"applesauce": 1200,
"misting": 8840,
"mixture": 8852,
"houseplants": 6871,
"pollutants": 11104,
"purify": 11746,
"ac": 610,
"dark_threshold": 3593,
"light_threshold": 8003,
"crop": 3419,
"borders": 1857,
"cropped_img": 3423,
"dark_pixels": 3592,
"getdata": 6246,
"light_pixels": 8001,
"lighter": 8006,
"trim": 15411,
"border": 1856,
"multiply": 9047,
"engineerforbeginners": 4823,
"anonymous": 1149,
"min_safe_water_lvl": 8737,
"flush_freq": 5732,
"rec_flush_per_day": 11978,
"use_deo": 16059,
"sticks": 13941,
"deo_type": 3840,
"accept_deos": 616,
"dis": 4195,
"threshold_value": 14596,
"toxic_threshold": 15208,
"risky": 12666,
"wc1": 16723,
"wc2": 16724,
"keep_area_clean": 7716,
"rand_nums": 11859,
"overclean": 10556,
"attribute": 1412,
"overcleaning": 10557,
"cleaned_input": 2651,
"za": 17159,
"z0": 17155,
"word_list": 16956,
"word_count": 16954,
"duplicate_words": 4585,
"multiple_exclamations": 9039,
"numeric_strings": 10076,
"findall": 5614,
"da": 3563,
"emojis": 4740,
"emoji_pattern": 4739,
"u0001f600": 15569,
"u0001f64f": 15570,
"emoticons": 4741,
"u0001f300": 15567,
"u0001f5ff": 15568,
"symbols": 14212,
"pictographs": 10975,
"u0001f680": 15571,
"u0001f6ff": 15572,
"transport": 15359,
"u2600": 15576,
"u26ff": 15577,
"u2702": 15578,
"u27b0": 15579,
"u2b00": 15580,
"u2bff": 15581,
"ud83c": 15585,
"udf00": 15588,
"udfff": 15589,
"ude00": 15587,
"ufe0f": 15591,
"ufdfd": 15590,
"uffff": 15592,
"tokens": 15046,
"tokenized_sentences": 15043,
"nltk": 9512,
"sent_tokenize": 13167,
"long_sentence": 8131,
"word_tokenize": 16957,
"personal_information": 10927,
"toilets_data": 15012,
"wet_wipe_threshold": 16800,
"brush_frequency_threshold": 1970,
"days_since_last_brush": 3650,
"urgency": 15935,
"urgent_indicator": 15938,
"floor_type": 5704,
"marble": 8375,
"new_hygiene_status": 9327,
"film": 5563,
"filming": 5564,
"secret": 13061,
"secretive": 13063,
"feelings": 5488,
"relationships": 12168,
"desires": 3908,
"y_true": 17083,
"predicitons": 11254,
"planning": 11024,
"future": 5996,
"projects": 11613,
"gov": 6321,
"20epa": 151,
"20uses": 169,
"20the": 165,
"2dhome": 216,
"20point": 159,
"2dof": 218,
"2duse": 219,
"20systems": 163,
"advisory": 839,
"philchodrow": 10952,
"pic16b": 10970,
"ewg_health_advisories": 5045,
"get_etoh_score": 6124,
"avg_etoh_score": 1480,
"consent_levels": 3128,
"num_violations": 10025,
"type_": 15548,
"path_parts": 10763,
"filtered_violations": 5575,
"fecal_matter_percentage": 5451,
"dirty_bowl": 4164,
"surroundings_clean": 14175,
"qr": 11779,
"scanning": 12912,
"selenium": 13109,
"webdriver": 16744,
"browser": 1968,
"headless": 6672,
"chrome": 2531,
"click": 2760,
"navigate": 9143,
"192": 112,
"168": 99,
"find_element_by_id": 5610,
"camerapermission": 2170,
"find_element_by_class_name": 5608,
"loads": 8083,
"find_element_by_tag_name": 5611,
"qrcodes": 11780,
"find_element_by_css_selector": 5609,
"sums": 14134,
"brownish": 1966,
"wash_hand": 16521,
"use_paper": 16068,
"lately": 7846,
"dispose_tissue": 4354,
"criterias": 3413,
"dynamically": 4611,
"perhaps": 10898,
"curtain": 3526,
"divider": 4392,
"walking": 16467,
"isolation": 7616,
"attributed": 1413,
"supplied": 14149,
"mains": 8285,
"other_sources": 10454,
"other_details": 10442,
"alternative_source": 1020,
"boreholes": 1859,
"rainwater": 11843,
"harvesting": 6607,
"utilised": 16184,
"connection": 3111,
"rely": 12228,
"potable": 11193,
"h2o": 6431,
"educated": 4658,
"guess": 6410,
"matters": 8427,
"boiling": 1843,
"entirely": 4866,
"proposing": 11670,
"determinelowtoilethygiene": 4010,
"solving": 13634,
"used_by": 16080,
"lady": 7804,
"man": 8338,
"desire": 3905,
"upgrade": 15902,
"upgrades": 15905,
"panels": 10661,
"waist": 16450,
"enclosure": 4771,
"__doc__": 458,
"bright": 1950,
"lightcolored": 8005,
"haskid": 6646,
"probas": 11545,
"preds": 11290,
"check_predictions": 2417,
"npredicted": 9758,
"get_reasons": 6175,
"feature_names_": 5435,
"sorted_features": 13671,
"top_two": 15089,
"feat": 5419,
"bottom_one": 1873,
"formal": 5839,
"qualifications": 11785,
"certificate": 2297,
"secondary": 13057,
"has_kid": 6621,
"ren": 12275,
"amount_of_fecal_matter": 1054,
"get_amount_of_fecal_matter": 6086,
"matterpresent": 8426,
"trust_level": 15432,
"werehes": 16782,
"judgement": 7691,
"forgotten": 5836,
"keeps": 7724,
"acknowledging": 668,
"possibility": 11160,
"deliberate": 3801,
"deception": 3692,
"reconsider": 12048,
"bowl_state": 1914,
"update_reliability": 15817,
"quality_of_water": 11789,
"psi": 11702,
"_humidity": 527,
"set_humidity": 13214,
"clamp": 2559,
"_is_cleaner": 531,
"is_cleaner": 7564,
"use_toilet": 16073,
"simulate_environment": 13402,
"env": 4881,
"infectiousness_factor": 7241,
"num_infections": 9953,
"contagious": 3188,
"is_child": 7562,
"simulator": 13437,
"nawesome": 9145,
"decision_maker": 3704,
"parent": 10701,
"decided": 3695,
"concludes": 3025,
"telling": 14371,
"sensor_reading": 13161,
"workspace": 16980,
"very_high_threshold": 16321,
"wl": 16935,
"musty": 9057,
"jet": 7672,
"jets": 7673,
"decontaminate": 3717,
"decontaminating": 3718,
"restoring": 12519,
"formats": 5842,
"updated_data": 15849,
"sunny": 14137,
"calculate_risk": 2108,
"wells": 16777,
"finishing": 5624,
"current_time": 3513,
"logfile": 8116,
"used_restroom": 16086,
"next_use": 9415,
"post_state": 11180,
"lean": 7902,
"npost": 9756,
"nlogfile": 9505,
"message4": 8622,
"eoferror": 4903,
"display_extreme_hygiene": 4294,
"male_message": 8324,
"female_message": 5497,
"transgender": 15327,
"woman": 16938,
"toilets_used": 15025,
"nname": 9538,
"yuck": 17153,
"new_state": 9359,
"thing": 14544,
"soap_status": 13584,
"informs": 7265,
"contaminaton": 3223,
"played": 11036,
"rotations": 12722,
"nozzles": 9745,
"rotation": 12720,
"dirtier": 4151,
"n_rot": 9084,
"simulate_nozzle_rotation": 13410,
"n_rotations": 9085,
"rotate": 12719,
"worked": 16966,
"manufacturing": 8369,
"nb_classifier": 9148,
"commenting": 2908,
"update_low_toilethygene": 15803,
"120": 66,
"lib": 7971,
"toiletstatus": 15029,
"logged": 8117,
"refers": 12100,
"recordings": 12058,
"deleted": 3799,
"should_continue": 13317,
"assisting": 1366,
"scientific": 12941,
"type_of_detergent": 15551,
"experiment_data": 5159,
"parameter2": 10692,
"accept": 615,
"reject": 12154,
"parameter3": 10693,
"parameter1": 10691,
"lingering": 8037,
"technology": 14366,
"utilized": 16190,
"throws": 14611,
"amount_of_water": 1062,
"get_amount_of_water": 6087,
"toilet_bowl_minimum_water": 14781,
"is_overflow_tube_clogged": 7585,
"tube": 15488,
"clogged": 2768,
"is_filler_valve_leaking": 7575,
"caused": 2269,
"suggest_next_steps": 14109,
"retrieving": 12564,
"overflow_tube_clogging_probability": 10563,
"filler_valve_leaking_probability": 5559,
"tighten": 14626,
"securely": 13069,
"sealed": 13004,
"examine": 5051,
"ball": 1585,
"odor_control": 10244,
"traceback": 15237,
"stdin": 13914,
"nasa": 9131,
"compliant": 2972,
"21": 171,
"surgeon": 14169,
"endorsement": 4802,
"guinness": 6423,
"holder": 6821,
"masters": 8407,
"phd": 10951,
"microbiology": 8655,
"notch": 9702,
"current_odor": 3501,
"new_odor": 9336,
"minus": 8810,
"curtains": 3527,
"plain": 11020,
"locking": 8102,
"toilets_status": 15022,
"current_day": 3490,
"mon": 8928,
"sat": 12863,
"rainy": 11844,
"stormy": 13971,
"updated_toilet1": 15874,
"updated_toilet2": 15875,
"updated_toilet3": 15876,
"learner": 7907,
"another_choice": 1151,
"dust": 4604,
"workshop": 16979,
"joining": 7681,
"plays": 11039,
"laying": 7878,
"evenly": 5027,
"furniture": 5992,
"attendees": 1403,
"doubts": 4463,
"question_answer": 11813,
"honest": 6837,
"presentation": 11365,
"sessions": 13204,
"thanks": 14491,
"valuable": 16242,
"fundamentals": 5987,
"happy": 6591,
"brief": 1949,
"fundamental": 5986,
"knowing": 7771,
"adopting": 817,
"door_handle": 4446,
"soapy_water": 13603,
"rinsed_bowl": 12641,
"closed_door": 2775,
"low_odor": 8181,
"medium_odor": 8576,
"high_odor": 6742,
"express": 5234,
"run_dryrun": 12757,
"open_window": 10356,
"add_airfreshener": 731,
"eliminated": 4709,
"crew": 3409,
"call_maintenance": 2156,
"notify_building_management": 9725,
"reception": 12008,
"min_cleanliness": 8714,
"rewrite": 12609,
"compromised": 2992,
"is_water_level_correct": 7594,
"is_air_freshener_used": 7558,
"is_seat_left_down": 7589,
"is_lid_closed": 7580,
"find_first_failed_resposnibility": 5612,
"resposnibility": 12504,
"failed_resopnsibility": 5363,
"heavier": 6690,
"jobs": 7677,
"beside": 1707,
"user_trust": 16145,
"ask_question": 1325,
"nprevention": 9760,
"wikipedia": 16872,
"drop_cols": 4500,
"float64": 5679,
"imputed_x": 7123,
"df_imputed": 4035,
"scaled_features": 12904,
"df_scaled": 4036,
"coefs": 2824,
"top_coeff": 15085,
"nlargest": 9498,
"bottom_coeff": 1872,
"nsmallest": 9829,
"nfeature": 9419,
"27": 200,
"get_random_score": 6172,
"overall_cleanliness": 10540,
"privacy_check": 11453,
"privcy": 11483,
"toilethygineanlysis": 14972,
"duplicates": 4587,
"drop_duplicates": 4501,
"subset": 14067,
"continuous": 3239,
"22": 175,
"group_names": 6385,
"binned_hygiene": 1765,
"mean_scores": 8522,
"pivot_table": 11003,
"idxmax": 6990,
"halfway": 6451,
"signals": 13364,
"nwhile": 10130,
"preventative": 11393,
"ntips": 9875,
"feeling": 5487,
"parentheses": 10705,
"skipped": 13477,
"bare": 1588,
"professionals": 11598,
"symptom": 14213,
"wetness": 16806,
"slip": 13490,
"skidding": 13468,
"accidents": 638,
"wetseat": 16813,
"oder": 10231,
"_detected_": 498,
"nwear": 10122,
"unpleasent": 15715,
"npour": 9757,
"nmaintain": 9514,
"nto": 9876,
"total_rows": 15149,
"bad_odor_count": 1570,
"avg_odor_score": 1489,
"nfile": 9423,
"iterated": 7641,
"trailing": 15248,
"whitespaces": 16853,
"separator": 13180,
"incremented": 7189,
"rounding": 12729,
"required_columns": 12385,
"guideline_actions": 6421,
"minimizing": 8782,
"generation": 6061,
"dual": 4573,
"zeros": 17164,
"dtype": 4571,
"achieving": 662,
"goals": 6299,
"hanlde": 6584,
"transform_toilet_data": 15288,
"household_size": 6864,
"children_in_home": 2494,
"dropping": 4508,
"extract_info": 5265,
"_formatted": 511,
"reorder": 12287,
"cols": 2873,
"yes_no_map": 17111,
"consent_bool": 3123,
"weekdays": 16752,
"weekends": 16754,
"holidays": 6828,
"periods": 10904,
"lr_model": 8238,
"basis": 1611,
"predicted_score": 11276,
"pred_df": 11241,
"679": 355,
"toiletscore": 15028,
"experiences": 5156,
"confidence_level": 3070,
"recommended_resources": 12041,
"20use": 168,
"20a": 142,
"20three": 166,
"2dchamber": 214,
"20from": 154,
"20second": 162,
"20chamber": 149,
"howstuffworks": 6875,
"homedepot": 6832,
"cadet": 2026,
"467894": 286,
"humidity_sensor": 6895,
"read_humidity": 11920,
"temperature_sensor": 14388,
"read_temperature": 11926,
"moisture_level": 8919,
"calculate_moisture_level": 2087,
"unhealthy_conditions": 15676,
"emulate": 4759,
"enabling": 4766,
"disabling": 4202,
"proximity": 11694,
"predict_hygiene": 11256,
"input_values": 7365,
"predicted_rating": 11272,
"acc_train": 614,
"acc_test": 613,
"visualize": 16415,
"plot_tree": 11049,
"hp": 6876,
"8l": 419,
"showed": 13333,
"dirty_areas": 4163,
"unattended_dirtiness": 15619,
"attended_dirtiness": 1402,
"dirty_area": 4162,
"attendent": 1404,
"attendant_present": 1400,
"areas_of_concern": 1267,
"678": 354,
"user_feedback": 16117,
"get_hygiene_rating": 6141,
"rating_map": 11891,
"determine_action": 3969,
"current_rating": 3504,
"desired_rating": 3907,
"handwash_facilities": 6523,
"checktoilethygine": 2477,
"mildlycontaminated": 8683,
"extremelycontaminated": 5300,
"354": 244,
"286": 204,
"next_question": 9406,
"denial": 3826,
"minimum_time": 8789,
"maximum_time": 8497,
"time_taken": 14668,
"tminimum": 14736,
"tmaximum": 14734,
"ncategory": 9171,
"exposing": 5232,
"ethinc": 4973,
"93": 432,
"responsibile": 12476,
"theisnan": 14511,
"toilethandwash": 14932,
"thand": 14485,
"tfailed": 14467,
"early": 4622,
"tsuccess": 15468,
"tfinal": 14472,
"doesnotwashtheirhandsafterusingthetoilet": 4432,
"awarded": 1517,
"texture": 14464,
"slippery": 13491,
"mismatch": 8825,
"smooth": 13527,
"passable": 10751,
"required_params": 12391,
"norm_wtr_lvl": 9673,
"safe_aqi": 12787,
"aqi": 1241,
"simulate_check": 13396,
"needs_reminding": 9267,
"maximizes": 8493,
"utility": 16188,
"untouched": 15753,
"respects": 12449,
"autonomy": 1437,
"bodies": 1833,
"planet": 11022,
"summarized": 14127,
"intensities": 7459,
"skimage": 13473,
"rgb2hsv": 12615,
"lower_thresholds": 8215,
"upper_thresholds": 15917,
"350": 243,
"avg_roi_intensity": 1496,
"whole_img_avg_intesity": 16858,
"fecal_spot": 5461,
"dist_from_center": 4362,
"dirtier_area": 4152,
"uint8": 15599,
"dirtier_area_score": 4153,
"sample_img": 12826,
"get_label": 6148,
"rename": 12276,
"hands_washed": 6500,
"case_found": 2226,
"forgets": 5834,
"daylight": 3631,
"newdata": 9375,
"rectified": 12069,
"not_washed": 9698,
"partially_washed": 10727,
"pop": 11128,
"no_hand_wash": 9569,
"fully_washed": 5973,
"washed_hand": 16535,
"producing": 11573,
"possible_reasons": 11170,
"noticing": 9717,
"pinpoint": 10990,
"responsible_person": 12494,
"credit": 3406,
"everybody": 5034,
"primarily": 11417,
"upkeep": 15910,
"responsibility_score": 12485,
"toilet_area_scores": 14774,
"ta": 14236,
"wont": 16942,
"need_transparency": 9251,
"bottles": 1870,
"storage": 13965,
"jars": 7670,
"amount_of_urine": 1061,
"10ml": 58,
"amount_of_faeces": 1052,
"5g": 328,
"update_water_level": 15839,
"check_contamination": 2352,
"produced": 11572,
"running_water": 12767,
"bs4": 1977,
"beautifulsoup": 1652,
"update_article": 15772,
"mozilla": 9006,
"macintosh": 8270,
"intel": 7454,
"mac": 8266,
"10_10_1": 55,
"applewebkit": 1202,
"537": 311,
"khtml": 7746,
"gecko": 6032,
"2171": 173,
"safari": 12785,
"soup": 13688,
"updated_title": 15873,
"ai": 897,
"coding": 2817,
"updated_body": 15843,
"assitant": 1367,
"replaced_soup": 12322,
"replace_with": 12319,
"wb": 16720,
"prettify": 11377,
"narticle": 9129,
"mean_number_of_germs": 8520,
"num_bacteria": 9907,
"median_number_of_germs": 8563,
"num_low_measurements": 9955,
"pct_low_measurements": 10801,
"median_threshold": 8564,
"mean_threshold": 8525,
"toilets_cleaning_data": 15010,
"use_soap": 16071,
"water_temperature": 16679,
"temprature": 14404,
"toilet_dryrun": 14803,
"save_status": 12883,
"available_water": 1444,
"check_if_enough_water": 2394,
"dirty_brush": 4166,
"check_if_dirty_brush": 2393,
"wash_brush": 16516,
"upsidedown_seat": 15926,
"check_if_upsidedown_seat": 2398,
"turn_seat_rightsideup": 15514,
"mop_floor": 8952,
"has_sufficent_water": 6635,
"get_water_level_from_api": 6235,
"side": 13350,
"fetches": 5512,
"get_water_level": 6234,
"json_data": 7689,
"is_clean": 7563,
"get_brush_status_from_api": 6094,
"get_brush_status": 6093,
"upside": 15925,
"is_rightsideup": 7587,
"get_seat_orientation_from_api": 6193,
"orientation": 10427,
"get_seat_orientation": 6192,
"mops": 8958,
"toilethygientdata": 14967,
"min_max_scaler": 8730,
"pca": 10788,
"decomposition": 3716,
"n_components": 9072,
"principalcomponents": 11422,
"principal": 11421,
"cmap": 2798,
"viridis": 16363,
"plotting": 11052,
"scaled": 12901,
"dimensionality": 4112,
"plotted": 11051,
"scatterplot": 12917,
"check_seat": 2422,
"check_hygeine": 2389,
"tcheck": 14331,
"texit": 14454,
"brim": 1952,
"disposed": 4355,
"tvisible": 15524,
"tsevere": 15462,
"twarning": 15525,
"tpoor": 15225,
"tgood": 14479,
"tnormal": 14744,
"tinvalid": 14695,
"get_user_trust": 6233,
"en_us": 4761,
"street_address": 13994,
"phone_number": 10955,
"endpoint": 4803,
"calculate_average_score": 2045,
"dictonaries": 4059,
"aggressive": 886,
"scum": 12997,
"cabinet": 2024,
"nwashing": 10118,
"nusing": 10105,
"get_toilet_hygiene": 6214,
"nmessage": 9525,
"area_unoccupied": 1265,
"unoccupied": 15710,
"sewage_discharge": 13261,
"discharged": 4216,
"total_floor_area": 15125,
"occupied_time": 10215,
"blf": 1797,
"3600": 247,
"display_results": 4319,
"computes": 3001,
"logarithm": 8115,
"combining": 2889,
"rounded": 12728,
"number_of_users": 10059,
"maintenance_frequency": 8302,
"unavailability": 15620,
"no_maintenace": 9578,
"probablility": 11542,
"flushables": 5752,
"non_flushables": 9641,
"daily_usage": 3574,
"prob_fail": 11500,
"sickness": 13349,
"todo": 14762,
"imputes": 7125,
"imputation": 7117,
"fat": 5405,
"saturated": 12871,
"fatty": 5407,
"acids": 665,
"cholesterol": 2509,
"mg": 8651,
"cat_cols": 2239,
"preprocessed_extreme_toilet_hygiene": 11322,
"file_data": 5531,
"prerequisites": 11329,
"overwrites": 10594,
"pos_reviews": 11146,
"neg_reviews": 9268,
"npositive": 9754,
"nnegative": 9540,
"substances": 14070,
"airfreshener": 945,
"vaccumm": 16209,
"rejection": 12157,
"web": 16741,
"submissions": 14058,
"theconsent": 14502,
"submitted": 14060,
"shell": 13297,
"aconfirmationmessage": 669,
"iftheuserhasnotgiventheirconsent": 7003,
"thenarerejectionmessageisdisplayed": 14518,
"lths": 8244,
"towel_availability": 15195,
"dry_wipe_count": 4541,
"blood_stain_present": 1808,
"waste_amount": 16586,
"odor_factor": 10248,
"offers": 10303,
"whatsoever": 16824,
"analyze_toilets": 1111,
"num_handwashed": 9943,
"unhygeinic": 15677,
"enviroment": 4886,
"couldn": 3324,
"firm": 5627,
"sally": 12813,
"decreases": 3724,
"closer": 2779,
"neglected": 9277,
"abstained": 606,
"growing": 6401,
"number_of_urinals": 10058,
"water_flow": 16633,
"ethic_level": 4960,
"karma": 7712,
"traditional": 15246,
"reflects": 12112,
"ethiscity": 4976,
"maintenace": 8298,
"ignore": 7005,
"valid_areas": 16221,
"hung": 6901,
"towels_hanging": 15205,
"hanged": 6581,
"soap_dispenser_empty": 13570,
"soap_dishser": 13567,
"hand_dryer_broken": 6458,
"wet_floor": 16792,
"leakage": 7895,
"amount_of_bacteria": 1048,
"externals": 5252,
"joblib": 7676,
"toilethygieneclassifier": 14955,
"predicted_labels": 11270,
"makedirs": 8316,
"dump": 4582,
"toilethygieaneedsanalysisforbeginners": 14947,
"hygiene_classifier": 6941,
"pkl": 11011,
"loaded_clf": 8081,
"nyes": 10139,
"cleansing": 2749,
"nup": 10090,
"trivial": 15416,
"grow": 6400,
"thrive": 14605,
"wouldn": 16996,
"occupy": 10216,
"remnants": 12258,
"leftovers": 7931,
"attract": 1411,
"pests": 10942,
"nproceed": 9764,
"ntaking": 9856,
"nimmediate": 9472,
"hygiene_levels": 6944,
"seed": 13073,
"rand_seed": 11860,
"microsecond": 8660,
"low_toilet_hygiene_messages": 8197,
"high_toilet_hygiene_messages": 6764,
"hygiea_level": 6934,
"oldlevel": 10326,
"newlevel": 9377,
"simulate_database_changes": 13399,
"blacks": 1787,
"asian_handwash_rate": 1314,
"caucasian_handwash_rate": 2260,
"method_used": 8643,
"barrier": 1592,
"barier": 1590,
"initialising": 7294,
"occupying": 10217,
"used_flushable_wipes": 16082,
"flushed_afterwards": 5755,
"paper_removed": 10668,
"flushable": 5750,
"level_map": 7961,
"delete": 3798,
"tempory": 14403,
"tempfiles": 14393,
"invisible": 7529,
"wake": 16462,
"eat": 4635,
"breakfast": 1944,
"dinner": 4115,
"bed": 1658,
"finish": 5621,
"activity_list": 713,
"wake_up": 16463,
"use_bathroom": 16055,
"eat_breakfast": 4636,
"attend_school": 1397,
"go_outside": 6296,
"take_shower": 14271,
"have_dinner": 6652,
"go_to_bed": 6297,
"waking": 16464,
"shortly": 13314,
"straight": 13973,
"act_dict": 675,
"timeframe": 14671,
"frame": 5883,
"talk": 14278,
"getrandbits": 6255,
"seat_clean": 13014,
"floor_clean": 5691,
"floor_condition": 5693,
"has_toilet_paper": 6638,
"is_seat_down": 7588,
"no_urine": 9601,
"waits": 16461,
"parental_permission": 10704,
"supervision": 14145,
"min_clean": 8710,
"total_bacteria": 15113,
"most_contaminated_person": 8980,
"avg_count": 1470,
"government": 6323,
"yearly": 17094,
"core": 3283,
"questionable": 11815,
"cleaning_steps": 2706,
"unexplained": 15664,
"ofmarkdown": 10308,
"markdown_text": 8383,
"_explanation": 507,
"cleaning_explanations": 2690,
"mood": 8950,
"sad": 12784,
"beneficial": 1704,
"allowed_statuses": 992,
"substantial": 14071,
"contaminant_level": 3202,
"query_tank_level": 11806,
"toilet_water_threshold": 14909,
"refill_tank": 12102,
"touchpoints": 15188,
"transparency_input": 15347,
"total_toilets": 15158,
"count_clean_and_dirty_toilets": 3330,
"show_results": 13327,
"handwashing_after_toilet_usgae": 6555,
"other_ethics": 10443,
"get_total_score": 6224,
"dur": 4588,
"preprocesses": 11325,
"zscored_cols": 17173,
"toilet_scores": 14876,
"last_flush": 7829,
"everytime": 5039,
"timing": 14691,
"stamp": 13824,
"positives": 11158,
"getpixel": 6254,
"nmenu": 9524,
"disable": 4198,
"breakdown": 1943,
"water_score": 16667,
"waste_score": 16600,
"wash_facilities_score": 16517,
"composting": 2986,
"load_diabetes": 8076,
"diabetes": 4042,
"int32": 7440,
"transformed_dataset": 15300,
"cleanser": 2745,
"plunge": 11060,
"bathroomlog": 1633,
"_log": 535,
"log_visit": 8114,
"get_entries": 6122,
"nbathroom": 9153,
"tdate": 14343,
"privacy_preference": 11466,
"dirtyness_level": 4191,
"incontinence": 7165,
"products_needed": 11580,
"dirtyness": 4190,
"diaper": 4045,
"bedroom": 1660,
"min_value": 8753,
"looked": 8140,
"soap_used": 13591,
"high_hygiene": 6735,
"soap_input": 13577,
"water_input": 16647,
"toilethyg_score": 14939,
"unsuccessful": 15746,
"handwashing_status": 6570,
"user_left_home_without_washing_hands": 16131,
"visited_the_bathroom": 16400,
"used_provided_tp": 16085,
"wastewater": 16610,
"cleaned_seat": 2659,
"encouraged": 4788,
"carbohydrates": 2204,
"formation": 5841,
"ncbi": 9172,
"nlm": 9504,
"nih": 9470,
"pmc": 11067,
"pmc4789065": 11068,
"researchers": 12409,
"stanford": 13842,
"university": 15694,
"studies": 14034,
"nicely": 9462,
"calculate_reliability": 2103,
"air_temperature": 933,
"ambient": 1033,
"hygiein": 6936,
"min_water_flow": 8761,
"max_air_temp": 8433,
"max_water_temp": 8486,
"temperatue": 14383,
"nreliability": 9787,
"pad": 10636,
"dry_mouth": 4522,
"calculate_responsibility_scores": 2106,
"nonlocal": 9650,
"spitting": 13736,
"quickly": 11820,
"bothered": 1867,
"analysis_topics": 1080,
"updated_analysis_topics": 15842,
"area_of_toilet": 1261,
"determine_extreme_hygiene": 3972,
"water_in_bowl_status": 16643,
"nseek": 9816,
"nby": 9165,
"ndate": 9208,
"allsteps": 996,
"invalidinput": 7516,
"get_reliable_source": 6183,
"tp_brand": 15214,
"reliable_sources": 12205,
"charmin": 2336,
"cottonelle": 3317,
"favorite": 5412,
"brand": 1940,
"reliable_src": 12206,
"resize": 12433,
"faster": 5404,
"resized_img": 12434,
"num_black_pixels": 9910,
"calculate_lowtoilethygeince": 2083,
"timediff": 14670,
"waterusage": 16707,
"testcases": 14446,
"hire": 6803,
"requesting": 12377,
"should_user_do": 13318,
"company": 2935,
"mailed": 8279,
"receipt": 11986,
"get_toilet_status": 6221,
"toilet_status_dir": 14891,
"toilet_statuses": 14892,
"set_toilet_status": 13227,
"cleaned_by": 2646,
"check_consent": 2351,
"doe": 4427,
"smith": 13521,
"proportionately": 11664,
"watertank_level": 16705,
"feces_presence": 5474,
"airfreshener_present": 946,
"tank_points": 14292,
"pee_points": 10821,
"poop_points": 11114,
"smell_points": 13510,
"analyze_odor": 1098,
"toilethygienemanager": 14960,
"_get_responsibility": 520,
"inheriting": 7279,
"inherit": 7277,
"override": 10582,
"washhandstoilethygienemanager": 16546,
"inherited": 7278,
"useairfreshnertoilethygienemanager": 16075,
"wash_hands_manager": 16523,
"use_airfreshner_manager": 16053,
"designated": 3899,
"bowl_found": 1894,
"seat_found": 13024,
"tank_exterior_clean": 14289,
"pass_status": 10750,
"md_string": 8510,
"additional_details": 765,
"peak": 10815,
"dilemmas": 4105,
"nbe": 9154,
"mindful": 8772,
"sensitivities": 13145,
"learners": 7908,
"circulate": 2541,
"nwhen": 10128,
"regards": 12124,
"cutting": 3549,
"tackling": 14250,
"destroy": 3915,
"energy": 4806,
"solar": 13617,
"operate": 10368,
"led": 7923,
"initiatives": 7306,
"poverty": 11204,
"mitigating": 8845,
"effects": 4672,
"addressing": 779,
"challenges": 2307,
"odd": 10227,
"tip_num": 14705,
"typical": 15562,
"contaminant_1": 3199,
"contaminant_2": 3200,
"contaminant_3": 3201,
"acceptable_colors": 619,
"pinkish": 10989,
"recyclable": 12076,
"water_presence": 16659,
"deodorant_use": 3845,
"ntransformation": 9885,
"deoderant_used": 3842,
"urine_stained": 16000,
"powered": 11208,
"scraping": 12970,
"retailers": 12549,
"amazon": 1031,
"walmart": 16478,
"scrape": 12966,
"get_toiletpaper_stock": 6222,
"div": 4384,
"find_all": 5605,
"tr": 15235,
"td": 14341,
"productname": 11578,
"circuit": 2540,
"bottle": 1868,
"directions": 4132,
"pulling": 11729,
"upwards": 15929,
"latex": 7854,
"palms": 10654,
"briskly": 1956,
"evaporated": 5018,
"2019": 135,
"current_year": 3523,
"leap": 7903,
"days_in_month": 3643,
"current_month": 3499,
"february": 5440,
"toilet_safety_": 14874,
"priv_bins": 11449,
"determine_toilethygiene": 4004,
"scour": 12965,
"high_score": 6751,
"dryflush": 4548,
"high_scores": 6752,
"bathroom_data": 1621,
"temp_threshold": 14377,
"humid_threshold": 6892,
"bact_threshold": 1551,
"avg_temp": 1499,
"avg_humid": 1485,
"num_high_temps": 9949,
"num_high_humids": 9948,
"num_high_bacts": 9947,
"check_safety": 2421,
"toilethygieneanalysisresults": 14954,
"input_files": 7345,
"get_input_filenames": 6146,
"nprocessing": 9767,
"analyze_contents": 1088,
"write_results_to_file": 17012,
"sanitized_contents": 12854,
"replace_sensitive_information": 12316,
"num_contaminated_samples": 9919,
"count_contaminated_samples": 3332,
"numcontaminatedsamples": 10073,
"num_contaminations": 9920,
"modification": 8901,
"give_warning": 6272,
"localtime": 8092,
"am": 1029,
"pm": 11066,
"6pm": 367,
"degrades": 3785,
"12am": 77,
"bathroomstatus": 1639,
"set_clean": 13209,
"need_clean": 9245,
"time_since_clean": 14654,
"classand": 2568,
"promptstheuserto": 11649,
"pressenter": 11371,
"tocontinue": 14757,
"toiletisdirtyitwillprompttheuserto": 14992,
"cleanthebathroomusing": 2750,
"yornnorby": 17130,
"enteringyfor": 4858,
"thestatusof": 14533,
"willbe": 16875,
"par": 10678,
"determine_low_toilet_hygiene2": 3994,
"img_gray": 7050,
"numpixels": 10081,
"numblackpixels": 10070,
"xpos": 17063,
"ypos": 17148,
"avgpixdensity": 1510,
"extensions": 5245,
"counters": 3349,
"moves": 9004,
"analysis_type": 1081,
"transform_toilet_area": 15287,
"cleaned_levels": 2652,
"transformed_area": 15296,
"outdoors": 10488,
"readily": 11931,
"bowl_score": 1909,
"toilet_cleanliness_data": 14797,
"numpeople": 10080,
"cats": 2258,
"case1": 2223,
"cleared": 2755,
"renovations": 12283,
"transparencies": 15340,
"horrible": 6843,
"curr_value": 3481,
"hints": 6802,
"developers": 4018,
"predicted_class": 11266,
"current_directory": 3492,
"detect_low_toilethyginece": 3934,
"toilet_brush_presence": 14784,
"predicted_reliability": 11273,
"adjusting": 802,
"freq_points": 5901,
"odor_points": 10259,
"safty_points": 12810,
"speak": 13704,
"display_low_toiletries": 4308,
"dictonary": 4060,
"frequency_of_use": 5921,
"md_table": 8511,
"nexecution": 9386,
"message_list": 8625,
"70k": 370,
"valid_genders": 16226,
"validates": 16236,
"toilethygineering": 14978,
"fhand": 5518,
"handler": 6490,
"restart": 12509,
"instructing": 7421,
"feed": 5481,
"dev": 4015,
"video0": 16340,
"vlc": 16424,
"sout": 13693,
"8080": 395,
"demux": 3825,
"h264": 6430,
"ps": 11698,
"aux": 1438,
"grep": 6371,
"waterproof": 16697,
"coatings": 2808,
"primer": 11419,
"coating": 2807,
"epoxy": 4912,
"paint": 10645,
"milky": 8687,
"polyurethane": 11108,
"varnish": 16273,
"hazy": 6661,
"inches": 7141,
"amoutn": 1065,
"enzymatic": 4898,
"overtime": 10589,
"ship": 13304,
"watter": 16713,
"outide": 10493,
"trasparency": 15368,
"water_tranparency": 16682,
"water_transparencty": 16683,
"illustrate": 7016,
"trials": 15402,
"bathroomstalls": 1638,
"simulate_trials": 13419,
"num_trials": 10017,
"selected_stall": 13103,
"_get_new_status": 515,
"curr_status": 3479,
"prob_of_getting_dirtier": 11520,
"get_expected_freqs": 6125,
"p_excessively_dirty": 10617,
"p_dirty": 10614,
"p_clean": 10611,
"freqs": 5907,
"expected_freqs": 5142,
"exceedingly": 5062,
"nsimulating": 9825,
"hygienistfrequency": 6957,
"toiletreliability": 15001,
"calc_hygiene_score": 2032,
"reshape": 12419,
"low_reliability_areas": 8192,
"medium_reliability_areas": 8580,
"low_frequency": 8167,
"high_frequency": 6732,
"low_hygiene_scores": 8172,
"med_hygiene_scores": 8550,
"backs": 1541,
"motion": 8988,
"rgb": 12614,
"threshold_levels": 14589,
"contaminated_pixels": 3211,
"num_contaminated_pixels": 9918,
"max_percentage": 8462,
"best_threshold": 1730,
"finds": 5618,
"check_sign": 2428,
"slope": 13495,
"correlation": 3299,
"corr": 3286,
"extremetoilethygienedataset": 5306,
"updatedata": 15883,
"updateddataset": 15884,
"ttry": 15487,
"tit": 14712,
"tkeep": 14718,
"num_obs_with_low_hygiene": 9961,
"summation": 14131,
"pos_count": 11144,
"question_weights": 11814,
"positive_response_threshold": 11155,
"t6": 14231,
"t7": 14232,
"template_low": 14397,
"heard": 6684,
"template_med": 14398,
"template_high": 14396,
"stuff": 14037,
"bet": 1731,
"swipe": 14202,
"double": 4460,
"peroxide": 10910,
"height_of_bowl": 6695,
"urine_volume": 16006,
"conversions": 3266,
"gallons_required": 6005,
"feet": 5492,
"litres_required": 8063,
"0264": 23,
"inches_to_meters": 7142,
"0254": 22,
"ounces_to_milliliters": 10463,
"5735": 320,
"seconds_to_minutes": 13060,
"giagni": 6263,
"giagni_formula": 6264,
"urine_ml": 15988,
"time_min": 14647,
"estimated_bacteria_count": 4948,
"ceil": 2280,
"accomodated": 640,
"duration_of_minute": 4597,
"016": 19,
"025": 21,
"moist": 8916,
"final_recommendation": 5591,
"lit": 8056,
"get_contamination_risk": 6100,
"skips": 13479,
"isnan": 7608,
"repairs": 12296,
"cigarette": 2536,
"butts": 2013,
"cigarette_butts": 2537,
"food_debris": 5815,
"buts": 2009,
"hand_wash_after_using_toilet": 6469,
"responsibles": 12496,
"resposnibilites": 12502,
"wooden": 16944,
"proposed": 11669,
"randomized": 11870,
"keep_clean": 7718,
"master_bedroom": 8404,
"guest_bedroom": 6414,
"etoh_calculation": 4990,
"coliforms": 2838,
"enterobacteriacae": 4860,
"2022": 138,
"etoh_value": 4993,
"waste_matter": 16596,
"odor_index": 10251,
"package": 10630,
"gear": 6030,
"tongs": 15056,
"tweezers": 15532,
"fume": 5974,
"hood": 6840,
"biohazard": 1773,
"ppe": 11211,
"morphology": 8972,
"kernel": 7730,
"morphologyex": 8973,
"morph_open": 8970,
"iterations": 7645,
"coordinates": 3278,
"white_pixels": 16850,
"nonzero": 9655,
"rectange": 12065,
"alpha": 1003,
"channel": 2325,
"df_cat": 4030,
"drop_first": 4502,
"scaled_vars": 12905,
"turbidity_scale": 15500,
"temprature_scale": 14405,
"dummies": 4577,
"lower_bound": 8212,
"upper_bound": 15914,
"outlier_mask": 10498,
"clean_x": 2640,
"cleaned_data": 2647,
"toiletodour": 14995,
"buildingtype": 1993,
"yearbuilt": 17093,
"distancetofirestation": 4368,
"ab_nyc_2019": 577,
"full_file_path": 5968,
"innermost": 7315,
"dirty_toilet": 4183,
"unflushed_contents": 15667,
"smelly_odor": 13517,
"overpowering": 10580,
"emanated": 4725,
"extremeness": 5302,
"low_desc": 8166,
"moderate_desc": 8879,
"high_desc": 6730,
"bowl_input": 1897,
"seat_input": 13026,
"floor_input": 5696,
"critera": 3411,
"fixture": 5656,
"subjective": 14053,
"trouble": 15418,
"determine_high_hygiene": 3980,
"dataframeand": 3608,
"returnsfalse": 12572,
"toiletdoesn": 14926,
"meetour": 8592,
"standardfor": 13832,
"ofthe": 10310,
"factorshave": 5344,
"thefunctionreturnstrue": 14509,
"ourstandardfor": 10467,
"wecreatea": 16748,
"newcolumn": 9374,
"inthedataframecalled": 7502,
"whichis": 16843,
"setbased": 13232,
"onthe": 10343,
"outputof": 10525,
"foreach": 5828,
"wewriteout": 16820,
"resultsto": 12544,
"theconsoleusingpandas": 14503,
"sort_valuessorting": 13659,
"lift": 7995,
"dryness": 4555,
"contaminaiton": 3197,
"ethic_choice": 4958,
"gal": 6001,
"hygiea": 6933,
"gallon": 6002,
"nwith": 10134,
"conserving": 3143,
"choosen": 2512,
"gals": 6007,
"101": 47,
"entropy": 4872,
"ent": 4849,
"log2": 8106,
"entropies": 4871,
"u_ent": 15583,
"s_ent": 12783,
"wrote": 17022,
"disorder": 4279,
"labeled": 7790,
"deploying": 3873,
"feces_color": 5472,
"reentering": 12094,
"snippets": 13548,
"nincorrect": 9476,
"ncorrect": 9202,
"verified": 16305,
"xgboost": 17057,
"xgbclassifier": 17056,
"imblearn": 7042,
"over_sampling": 10535,
"smote": 13529,
"oversampling": 10584,
"x_res": 17039,
"y_res": 17078,
"fit_resample": 5640,
"xgb_classifier": 17055,
"diligent": 4107,
"mix": 8847,
"infrequent": 7269,
"exhibit": 5115,
"grouped_data": 6395,
"toilets_cleaned": 15009,
"pressed": 11370,
"detect_toilet_hygiene": 3939,
"poorhygiene": 11125,
"fairhygiene": 5374,
"excellenthygiene": 5068,
"goal": 6298,
"nuanced": 9894,
"dampness": 3586,
"conclusion": 3027,
"msg1": 9013,
"msg2": 9014,
"versions": 16312,
"low_hygiene": 8171,
"update_one": 15813,
"1234": 71,
"nonly": 9651,
"outbreak": 10475,
"decontamination": 3719,
"add_decontamination_event": 737,
"analyze_data": 1089,
"water_temp": 16678,
"deg": 3782,
"wetness_score": 16808,
"contaminents": 3225,
"transformlowtoilethygiene": 15324,
"add_toilet": 752,
"clean_area": 2587,
"ensure_safety": 4845,
"operates": 10370,
"machinery": 8268,
"transformer": 15318,
"assessing": 1350,
"opportunities": 10378,
"ngood": 9438,
"wc": 16722,
"get_object_name": 6157,
"check_cleanliness": 2349,
"tcleanliness": 14336,
"check_object_cleanliness": 2410,
"averages": 1461,
"num_objects": 9960,
"prompt_for_improvement": 11635,
"apply_suggestion": 1220,
"avg_transparency": 1502,
"not_handwashed": 9695,
"yes_contamination": 17105,
"establishment": 4944,
"check_for_dirt": 2374,
"setup": 13238,
"bathroom_size": 1625,
"flush_frequency": 5733,
"ud_rate": 15586,
"015": 18,
"sciencedirect": 12940,
"s2468973x19300366": 12781,
"3dihub": 261,
"bib5": 1750,
"v_air": 16206,
"0005": 4,
"a_vent": 576,
"w_urine": 16449,
"q_required": 11776,
"006": 13,
"usd": 16046,
"meterage": 8639,
"display_toilet_hiygiene": 4327,
"toilethabits": 14929,
"daily_toilts": 3573,
"weekly_toilts": 16757,
"newinfo": 9376,
"thrice": 14604,
"sample_dir": 12823,
"dry_run_step1": 4532,
"sample_id": 12824,
"dry_run_step2": 4533,
"dry_run_step3": 4534,
"step1_result": 13925,
"step2_result": 13927,
"step3_result": 13929,
"s001": 12780,
"extreme_toilet_hygiene_analysis": 5291,
"motivate": 8989,
"freq2score": 5893,
"meth2score": 8641,
"7400": 375,
"5250": 309,
"5400": 313,
"incense": 7139,
"relaxing": 12175,
"music": 9053,
"nadvice": 9097,
"factor_weights": 5339,
"seat_type": 13041,
"new_record": 9349,
"actionable": 699,
"cleaning_items": 2696,
"min_marks": 8727,
"proportions": 11665,
"washers": 16539,
"no_washer_prop_total": 9610,
"no_washer_prop_toilet": 9609,
"mr": 9008,
"eraser": 4924,
"container": 3191,
"spray_bottle": 13768,
"microfiber": 8656,
"cleanser_amount": 2746,
"2oz": 225,
"1min": 122,
"check_user_input": 2453,
"fill_bucket": 5554,
"mix_solution": 8848,
"scrub_bowl": 12979,
"rinse_and_dry": 12635,
"drying_agent": 4550,
"wait_for_drying": 16453,
"borrow": 1862,
"water_needed": 16657,
"current_volume": 3521,
"cleanser_measurement": 2747,
"measure_cleanser": 8532,
"water_fraction": 16638,
"total_capacity": 15116,
"mixed_amount": 8851,
"oz": 10605,
"add_cleanser": 734,
"evaporation": 5021,
"paste": 10760,
"distilled": 4370,
"preferably": 11295,
"initial_state": 7289,
"relative_humidity": 12170,
"bulb": 1997,
"globe": 6283,
"wbgt": 16721,
"237": 181,
"81": 396,
"pow": 11205,
"heat": 6686,
"current_visit": 3520,
"delta": 3805,
"nvisit": 10113,
"rare": 11881,
"technical": 14360,
"respirators": 12451,
"orcoveralls": 10408,
"andflushbuttons": 1127,
"leavingthe": 7921,
"statethatthisscenarioissouncommonthatwecannotevenprovideaproperrecommendation": 13875,
"weencouragetheusertomakecontactwithtechnicalsupportforassistance": 16760,
"toilet_image": 14832,
"blur": 1818,
"gaussianblur": 6025,
"shadow": 13274,
"polygon": 11107,
"vertices": 16314,
"path_to_toilet_bowl_image": 10768,
"floor_cleanliness": 5692,
"overall_appearance": 10537,
"penalize": 10827,
"clean_restrooms": 2620,
"inform_public": 7257,
"handlers": 6491,
"posted": 11186,
"expert_toilet_hygiene": 5196,
"technician": 14361,
"xgbregressor": 17058,
"999": 451,
"toilets_handwash": 15015,
"reg": 12121,
"n_estimators": 9073,
"learning_rate": 7911,
"max_depth": 8442,
"min_child_weight": 8709,
"gamma": 6009,
"subsample": 14065,
"colsample_bytree": 2875,
"mae": 8272,
"mean_absolute_error": 8516,
"ntransform": 9884,
"anonymization": 1144,
"deidentification": 3791,
"disclosure_columns": 4223,
"ingredient": 7274,
"origin": 10429,
"x_disclosed": 17034,
"x_anonymized": 17032,
"anonmyzation": 1143,
"anonymize_columns": 1146,
"formulation": 5852,
"deidentify_columns": 3792,
"x_deidentified": 17033,
"overflowing_toilet": 10568,
"insert": 7374,
"glove": 6284,
"temporarily": 14401,
"hiring": 6807,
"gui": 6416,
"expert_inputs": 5181,
"output_data": 10512,
"_level": 534,
"specifications": 13714,
"color_score": 2862,
"shades": 13273,
"expert_input": 5180,
"oversample": 10583,
"minority": 8805,
"xtrain": 17066,
"xtest": 17064,
"ytrain": 17152,
"ytest": 17150,
"thoroughness": 14557,
"wash_time": 16524,
"opinions": 10377,
"expert_opinion": 5188,
"updated_result": 15865,
"research": 12407,
"optimize": 10388,
"fsolve": 5959,
"air_flow_rate": 912,
"flushing_power": 5767,
"tank_volume": 14296,
"time_constant": 14638,
"_ode_system": 539,
"dvdt": 4610,
"dcdt": 3673,
"initial_conditions": 7285,
"solve_ivp": 13630,
"bleaching": 1793,
"liquids": 8047,
"offered": 10301,
"oxygen": 10603,
"swapping": 14196,
"rags": 11838,
"vermiculture": 16309,
"nhere": 9447,
"blends": 1796,
"eliminating": 4710,
"humans": 6889,
"tech": 14359,
"undesirable": 15657,
"plugged": 11054,
"lever": 7968,
"elseif": 4715,
"endif": 4800,
"adjusted_water_level": 801,
"low_msg": 8180,
"unflushed": 15666,
"med_msg": 8552,
"high_msg": 6741,
"guarantee": 6408,
"lurking": 8255,
"surveillance": 14176,
"use_camera": 16057,
"touchless": 15187,
"survelliance": 14177,
"cameras": 2171,
"countertop": 3350,
"clean_lid": 2607,
"3cm": 260,
"6cm": 364,
"implications": 7078,
"mock_input": 8862,
"fans": 5397,
"nsuggestion": 9849,
"gears": 6031,
"naerosolize": 9099,
"dispatch": 4283,
"crews": 3410,
"nrequest": 9793,
"toilet_bowl_cleanliness": 14779,
"input_parameters": 7355,
"air_freshener_usage": 917,
"air_freshner_used": 923,
"input_params": 7356,
"conjunction": 3104,
"disjunction": 4274,
"negation": 9270,
"useraction": 16156,
"toilethygieneresponsibility": 14964,
"new_responsibility": 9352,
"get_new_responsibility": 6154,
"set_new_responsibility": 13217,
"nselect": 9818,
"datatypes": 3616,
"cols_to_drop": 2874,
"predict_low_hygiene": 11257,
"10th": 60,
"90th": 425,
"extreme_bathroom": 5273,
"bath": 1613,
"executive": 5106,
"arguemnt": 1275,
"examination": 5050,
"authorized": 1427,
"executives": 5107,
"brackets": 1935,
"jump": 7694,
"puzzle": 11757,
"returna": 12567,
"congratulatorymessageindicatingthattheyhavepassedeverythingor": 3102,
"awelcomemessageremindingthemwhattodo": 1521,
"certainly": 2295,
"upinside": 15909,
"abig": 580,
"tryexceptblock": 15453,
"justin": 7709,
"94": 435,
"handwashafterusingthetoiletenengineer": 6541,
"public_steps": 11715,
"private_steps": 11480,
"confidential_steps": 3074,
"time_spent": 14661,
"urinates": 15963,
"defecates": 3762,
"deficate": 3767,
"commnets": 2916,
"contaminent": 3224,
"defacated": 3746,
"vaule": 16278,
"statemens": 13867,
"urined": 16009,
"defeicated": 3766,
"worrying": 16987,
"urine_spillage": 15996,
"get_factor_value": 6131,
"factor_name": 5336,
"tscore": 15459,
"scenario_one": 12920,
"tconsent": 14338,
"scenario_two": 12921,
"expert_analysis": 5170,
"municipal": 9049,
"sewage_disposal": 13262,
"ro": 12678,
"diverting": 4389,
"dummy_var": 4581,
"ndummy": 9228,
"privacy_dict": 11456,
"existent": 5120,
"action_thresholds": 697,
"temperaturr": 14391,
"performer": 10893,
"nresponsible": 9797,
"updated_levels": 15856,
"update_odor": 15811,
"img_dir": 7046,
"image_files": 7029,
"encountered": 4782,
"expertness": 5202,
"fund": 5985,
"prioritizing": 11444,
"justified": 7707,
"urgently": 15939,
"warrants": 16505,
"alarming": 953,
"supervise": 14142,
"waste_water": 16601,
"poses": 11148,
"kindly": 7756,
"connect": 3106,
"conn": 3105,
"sqlite3": 13792,
"high_toilets": 6767,
"cursor": 3525,
"cur": 3455,
"fetchall": 5511,
"lat": 7844,
"updated_row": 15866,
"commit": 2911,
"presence_of_feces": 11344,
"hygieinne": 6939,
"high_flushing_threshold": 6731,
"low_urine_presentation_threshold": 8203,
"no_fecal_matter_presentation_threshold": 9565,
"cleaning_freq": 2693,
"panel": 10660,
"suggestion1": 14116,
"suggestion2": 14117,
"isdigit": 7598,
"nwater": 10120,
"freqency": 5906,
"randrange": 11873,
"updateextremetoilethygiene": 15885,
"clean_floor": 2599,
"check_for_leaks": 2378,
"record_data": 12051,
"log_file": 8108,
"hygiene_log": 6945,
"log_message": 8112,
"hand_wipe_frequency": 6476,
"soap_use_frequency": 13590,
"tempurature": 14407,
"air_dry_time": 905,
"flush_type": 5746,
"assisted": 1365,
"gravity": 6350,
"fed": 5480,
"calculatescore": 2148,
"hnd_wipe_freq": 6819,
"soap_usage": 13589,
"96": 438,
"color_threshold": 2863,
"faint": 5368,
"turbidity_threshold": 15501,
"established": 4943,
"update_policy": 15814,
"alphanumeric": 1007,
"triple": 15415,
"quotes": 11827,
"frequency_threshold": 5925,
"stain_threshold": 13814,
"indicatingthatcontaminatio": 7215,
"nisnotlikely": 9488,
"caseinvalidinputdataisprovided": 2230,
"raisesavalueerrorexception": 11849,
"toilethygdata": 14940,
"countries": 3354,
"jurisdictions": 7702,
"mandate": 8356,
"widely": 16862,
"ceilings": 2283,
"kinds": 7757,
"governments": 6325,
"impose": 7091,
"outsides": 10530,
"behaves": 1681,
"humidty": 6897,
"highlevel": 6780,
"123456789": 73,
"display_toilethygine_tips": 4338,
"resposnibilty": 12505,
"plate": 11031,
"was_hand_soap_used": 16508,
"did_person_wash_hands": 4069,
"disclose": 4219,
"gels": 6035,
"pick": 10972,
"250ml": 193,
"subtracted": 14074,
"outlining": 10504,
"clean_freq": 2600,
"urineodour": 16012,
"wetnessafteruse": 16811,
"bowl_maint": 1901,
"bowlmaintenance": 1923,
"bowl_maint_score": 1902,
"intersection": 7493,
"overallhygienescore": 10552,
"action_dict": 682,
"practice_points": 11221,
"check_high_toilet_hygiene": 2388,
"waste_management": 16595,
"vector": 16282,
"fitted": 5645,
"pred_class": 11240,
"engineer_msg": 4821,
"expert_msg": 5186,
"student_msg": 14032,
"other_msg": 10449,
"solid_waste": 13620,
"liquid_waste": 8045,
"fecal_contam": 5445,
"num_cleansings": 9914,
"use_airfreshner": 16052,
"use_deoderizer": 16060,
"deozerizer": 3865,
"airfreshner": 947,
"ugh": 15594,
"stinks": 13946,
"rotten": 12724,
"eggs": 4682,
"sprayed": 13772,
"threw": 14603,
"expert1_response": 5165,
"expert2_response": 5167,
"disagreed": 4204,
"nhand": 9440,
"max_transparency": 8477,
"asain": 1302,
"grooming": 6381,
"min_water_mark": 8763,
"analyze_fecal_coliform": 1090,
"get_sample_result": 6189,
"log_filename": 8109,
"read_input": 11921,
"csvfile": 3439,
"dictreader": 4061,
"analyze_privacy": 1099,
"recent_bowl_cleaning": 11996,
"num_passed": 9974,
"percentage_passed": 10865,
"expert_feedback": 5178,
"satisfaction": 12864,
"tirelessly": 14708,
"unwavering": 15767,
"continued": 3236,
"bear": 1649,
"strive": 14013,
"restore": 12516,
"vital": 16419,
"sincerely": 13441,
"pleased": 11044,
"announce": 1137,
"consultations": 3173,
"stakeholders": 13819,
"developed": 4017,
"comprehensive": 2989,
"enhance": 4831,
"delivered": 3804,
"yielded": 17126,
"behalf": 1679,
"gratitude": 6349,
"patience": 10775,
"undoubtedly": 15659,
"challenging": 2308,
"expert_check": 5173,
"moderately_dirty": 8893,
"case2": 2224,
"case3": 2225,
"calculate_toilethyginece": 2125,
"total_dirtiness": 15123,
"shortest": 13313,
"longest": 8133,
"sorted_times": 13678,
"ordered": 10413,
"smallest": 13502,
"midpoint": 8673,
"modulo": 8914,
"remainder": 12231,
"med_time": 8556,
"highlight": 6781,
"current_water_level": 3522,
"diluted": 4109,
"phones": 10957,
"keyboards": 7734,
"sunday": 14136,
"orsaturday": 10432,
"willdisplay": 16876,
"whileusing": 16845,
"remindersabout": 12255,
"commonlytouched": 2921,
"prob_dict": 11497,
"diversion": 4386,
"virtually": 16364,
"nonexistent": 9648,
"contamintaion": 3226,
"ctype": 3440,
"71": 371,
"get_expert_input": 6127,
"post_toilet_hygiene_procedure": 11183,
"inform_user_of_alternatives": 7259,
"norm": 9670,
"ppf": 11212,
"oof": 10346,
"seriously": 13194,
"transformation_map": 15293,
"placeholder": 11015,
"intense": 7458,
"preserve": 11367,
"avg_fecal": 1481,
"coliformes": 2837,
"moderate_threshold": 8886,
"severe_threshold": 13249,
"extreme_threshold": 5287,
"7500": 378,
"toilethygieanegative": 14949,
"humid": 6891,
"repeating": 12301,
"marking": 8388,
"hw_after_toilet_usage": 6907,
"congratulating": 3098,
"visitng": 16404,
"reprompt": 12363,
"nof": 9628,
"demands": 3812,
"nhygienic": 9459,
"nregular": 9785,
"dangerously": 3589,
"keep_toilets_clean": 7721,
"monitors": 8941,
"toilet_cleanliness_threshold": 14798,
"update_cleanliness_level": 15777,
"new_value": 9369,
"toilet_min_cleanliness_level": 14846,
"toilet_max_cleanliness_level": 14842,
"handwashfacilities": 6549,
"mockup_df": 8866,
"merging": 8615,
"encoded": 4777,
"predicted_label": 11269,
"expert_level": 5183,
"rng": 12677,
"flossing": 5715,
"calculate_extreme_handwash": 2059,
"current_person": 3503,
"time_in": 14641,
"time_out": 14649,
"timein": 14672,
"timeout": 14677,
"visitedtoilet": 16402,
"time_diff": 14639,
"max_num_washes": 8457,
"wheter": 16837,
"safe_count": 12789,
"unsafe_count": 15738,
"indicateunsafe": 7211,
"avg_bact_level": 1466,
"remedial": 12240,
"suggest_remedy": 14111,
"params": 10697,
"271": 201,
"tolerable": 15047,
"boxes": 1928,
"commodes": 2918,
"intensive": 7461,
"enlist": 4836,
"specialize": 13709,
"equipped": 4921,
"industrial": 7227,
"malodours": 8337,
"strict": 14004,
"confined": 3081,
"ninstruct": 9481,
"persistent": 10918,
"systemic": 14224,
"repeated": 12299,
"alike": 977,
"hazardous": 6657,
"nadvise": 9098,
"workers": 16968,
"gowns": 6326,
"masks": 8399,
"commencing": 2904,
"nwarn": 10114,
"patrons": 10781,
"superintendent": 14140,
"possible_bathrooms": 11162,
"found_a_toilet": 5863,
"drying_hands": 4552,
"sneezing_coughing": 13545,
"sneeze": 13541,
"ndried": 9225,
"coughed": 3320,
"sneezed": 13542,
"days_since_last_inspection": 3657,
"current_reliability": 3506,
"progress": 11611,
"num_problems": 9990,
"problem_descs": 11548,
"deduction": 3735,
"air_dryer_time": 908,
"wipe_duration": 16899,
"urine_indicator": 15986,
"feminine_hygiene_product": 5505,
"temp_points": 14376,
"dryer_points": 4546,
"wipe_points": 16904,
"temp_deduction": 14375,
"dryer_deduction": 4545,
"wipe_deduction": 16895,
"type_of_contamination": 15550,
"1using": 124,
"occurredandby": 10222,
"iffecal": 6999,
"contaminationoccurred": 3221,
"wereturnthecalculatedtoilethygienescore": 16784,
"user_words": 16155,
"decrement": 3726,
"poo": 11109,
"shit": 13305,
"noted": 9707,
"other_hand_wash": 10445,
"dusting": 4607,
"speck": 13722,
"dr": 4474,
"johnson": 7679,
"ms": 9010,
"nquestion": 9772,
"get_expert_opinion": 6129,
"num_yes": 10031,
"disagrees": 4206,
"majority": 8308,
"agrees": 895,
"room_type": 12708,
"idxmin": 6991,
"new_rating": 9346,
"touch_water": 15181,
"toilettype": 15031,
"notnull": 9735,
"additionalinfo": 771,
"involvement": 7535,
"plugs": 11055,
"tenants": 14411,
"owners": 10601,
"pla": 11012,
"coin": 2826,
"flip": 5675,
"vice": 16336,
"versa": 16310,
"dishwashing": 4252,
"cleanest": 2681,
"dirtiest": 4154,
"markdownformatted": 8384,
"reaching": 11912,
"odor_detected": 10247,
"nreasoning": 9774,
"parsing": 10717,
"refusing": 12120,
"refusal_reasons": 12115,
"days_since_sample": 3663,
"min_date": 8717,
"max_days_since_sample": 8441,
"consentforanalysis": 3136,
"participantid": 10731,
"min_days_since_sample": 8719,
"refusalreasons": 12116,
"sought": 13684,
"flush_duration": 5731,
"detail": 3917,
"20overall": 158,
"20score": 161,
"20can": 147,
"20be": 144,
"2dhand": 215,
"20cleansers": 150,
"20water": 170,
"20flow": 153,
"ram": 11852,
"je": 7671,
"se": 13000,
"tl": 14723,
"approval": 1229,
"tl_approval": 14724,
"approve": 1231,
"reglaze": 12133,
"crack": 3376,
"paper_placed_correctly": 10665,
"new_case": 9314,
"sparkle": 13699,
"_check_level_with_presence": 488,
"grades": 6332,
"excreta": 5092,
"excreta_transparency": 5094,
"categorize": 2253,
"pedal": 10816,
"resposible": 12501,
"software": 13611,
"responsibility_scores": 12486,
"exempt": 5108,
"acc_score": 612,
"dew": 4026,
"parse_dates": 10714,
"check_handwashing_facilities": 2386,
"apply_changes": 1213,
"revert_changes": 12585,
"reverted": 12586,
"num_facilities": 9933,
"alter": 1013,
"min_tank_capacity": 8743,
"populate": 11132,
"tank_id": 14290,
"mincapacity": 8770,
"maxcapacity": 8489,
"maintenances": 8305,
"serial": 13189,
"reverts": 12587,
"num_rolls_of_tp": 9998,
"num_packets_of_wet_wipes": 9973,
"days_between_changes": 3637,
"rolls_per_week": 12701,
"packets_per_day": 10634,
"weeks_in_month": 16759,
"months_in_year": 8949,
"tp_consumption_rate": 15215,
"packet_consumption_rate": 10632,
"avg_daily_use": 1476,
"people_in_household": 10840,
"rolls_per_person": 12700,
"days_in_one_month": 3644,
"ply": 11064,
"stockpiling": 13951,
"remaining_supply": 12236,
"days_since_last_change": 3651,
"days_in_two_weeks": 3645,
"scheduled": 12931,
"thandwash": 14486,
"clean_toilet_area": 2633,
"resulted": 12540,
"checktoilethygiene": 2476,
"checktoilethygiane": 2475,
"checking_low_toilet_hygiene": 2469,
"seatcover": 13046,
"handwash_status": 6536,
"seatcover_status": 13047,
"toiletpaper_status": 14998,
"functional": 5978,
"statemnt": 13872,
"multi": 9031,
"comparision": 2941,
"trecommend": 15390,
"initiating": 7304,
"tinsufficient": 14694,
"dead": 3679,
"cockroach": 2809,
"smeared": 13505,
"inp_txt": 7323,
"out_txt": 10472,
"determine_extremetoilethygiene": 3975,
"very_dirty_count": 16318,
"cur_toilet": 3462,
"get_current_toilet": 6107,
"advance": 823,
"advance_toilet": 824,
"nanalysis": 9120,
"cur_index": 3458,
"indexerror": 7203,
"toiletareaclean": 14911,
"toilets_cleanliness": 15011,
"expertassessment": 5198,
"notatall": 9700,
"verymuch": 16329,
"area_clean": 1256,
"expert_assessment": 5171,
"bias_dict": 1744,
"bias_index": 1747,
"toilet_state": 14889,
"updated_state": 15869,
"preferable": 11294,
"dry_presence": 4525,
"check_for_issues": 2377,
"water_present": 16661,
"dry_present": 4526,
"heck": 6693,
"dd": 3674,
"emove": 4742,
"uit": 15600,
"add_item": 744,
"remove_item": 12265,
"walled": 16473,
"inclined": 7149,
"judged": 7690,
"graphic": 6346,
"use_second_image": 16070,
"doorknob": 4448,
"shake": 13275,
"surgical": 14171,
"reduction": 12091,
"avg_reduction": 1494,
"num_germs": 9940,
"preceding": 11234,
"negligence": 9279,
"smes": 13519,
"recommendation_index": 12030,
"15t16": 91,
"she": 13293,
"herself": 6709,
"dirt_threshold": 4148,
"avg_brightness": 1468,
"strictly": 14006,
"actual_value": 717,
"discrepancies": 4235,
"expertsiple": 5207,
"flapper": 5667,
"hinge": 6801,
"collections": 2848,
"x_train_res": 17048,
"y_train_res": 17082,
"check_extreme_handwash": 2359,
"waste_presence": 16598,
"hygeinne": 6926,
"reveal": 12579,
"interviews": 7501,
"clearer": 2756,
"standars": 13838,
"consulted": 3174,
"complies": 2974,
"forth": 5854,
"departmens": 3866,
"governing": 6322,
"purely": 11742,
"nearly": 9235,
"lowly": 8224,
"sponges": 13755,
"mediumly": 8587,
"hoses": 6845,
"scrubbers": 12990,
"skilled": 13471,
"trace": 15236,
"smoothly": 13528,
"token": 15038,
"has_engineer": 6614,
"has_expert": 6617,
"user_input1": 16125,
"risk_factors": 12657,
"hypertension": 6963,
"undergone": 15646,
"nthen": 9866,
"52": 308,
"has_transparency": 6640,
"io": 7539,
"bytesio": 2020,
"crop_box": 3420,
"thresholded_img": 14599,
"num_contours": 9921,
"sorted_areas": 13661,
"pct90": 10791,
"crops": 3425,
"y1": 17069,
"y2": 17070,
"sorts": 13682,
"58": 321,
"out_val": 10473,
"safety_risk": 12807,
"evacuate": 5000,
"minimum_dry_wipes": 8784,
"minimum_wet_wipes": 8793,
"total_wipes": 15167,
"calculate_extremetoilethygiene": 2063,
"calculateetxh": 2143,
"privacysetting": 11473,
"floorcleanliness": 5709,
"seatcleanliness": 13043,
"bowlcleanliness": 1921,
"floorscore": 5713,
"seatscore": 13053,
"bowlscore": 1925,
"etxhscore": 4995,
"saveresults": 12889,
"toilethygientresults": 14968,
"calculate_low_toil": 2077,
"toiletcleanliness": 14919,
"display_toilet_odour": 4330,
"analyze_handwash": 1091,
"nonetype": 9647,
"internet": 7487,
"connect_to_internet": 3108,
"get_current_timestamp": 6106,
"read_water_sensor": 11927,
"toilet_water_level_threshold": 14908,
"send_low_water_alert": 13126,
"wait_for_x_minutes": 16455,
"flushing_wait_time": 5769,
"record_event": 12052,
"lowtoiletwater": 8232,
"send_normal_water_alert": 13128,
"event_type": 5029,
"create_database_connection": 3386,
"insert_query": 7375,
"first_part": 5631,
"second_part": 13056,
"subtraction": 14076,
"third_part": 14551,
"fourth_part": 5873,
"documenting": 4425,
"toilet_cleaning_": 14792,
"fileexistserror": 5543,
"get_toilet_hygiene_rating": 6215,
"toilets_df": 15013,
"index_col": 7201,
"filtered_toilets_df": 5573,
"latitude": 7859,
"longitude": 8136,
"taddress": 14252,
"tcity": 14332,
"tstate": 15467,
"tcountry": 14340,
"tlatitude": 14727,
"tlongitude": 14729,
"today_score": 14759,
"average_score": 1456,
"toiletdata": 14922,
"halted": 6452,
"ztest": 17175,
"mu_control": 9025,
"mu_treatment": 9026,
"sigma_control": 13356,
"sigma_treatment": 13357,
"hypothesis": 6966,
"pvalue": 11759,
"cdf": 2279,
"679810": 356,
"000000e": 2,
"320190": 234,
"110223e": 63,
"sqlalchemy": 13790,
"create_engine": 3389,
"sqlite": 13791,
"db_conn": 3671,
"engine": 4817,
"read_sql": 11925,
"con": 3003,
"update_scores": 15820,
"to_markdown": 14752,
"customer_id": 3536,
"3f": 265,
"air_flow": 911,
"colder": 2833,
"min_temp": 8744,
"latrine_use": 7862,
"facility_access": 5324,
"threshold3": 14581,
"altered": 1014,
"redacted": 12081,
"furthermore": 5994,
"admitted": 811,
"ourselves": 10466,
"loved": 8160,
"question1": 11809,
"cockroaches": 2810,
"answer1": 1157,
"answer3": 1159,
"particpate": 10737,
"participation": 10735,
"voluntary": 16430,
"declining": 3712,
"axs": 1528,
"nrows": 9803,
"ncols": 9185,
"figsize": 5525,
"axi": 1526,
"hist": 6811,
"set_title": 13226,
"set_xlabel": 13230,
"set_ylabel": 13231,
"water_supply_reliable": 16676,
"toilet_seat_status": 14887,
"privacy_screen_present": 11468,
"bathe": 1614,
"task1": 14312,
"task2": 14313,
"task3": 14314,
"jetting": 7674,
"agitating": 888,
"prob_of_failure": 11519,
"responsibilty": 12489,
"hightoilet": 6787,
"hygeince": 6923,
"responisbility": 12464,
"leveel": 7958,
"worker": 16967,
"worke": 16965,
"lunch": 8254,
"snacks": 13536,
"enginner": 4827,
"meat": 8543,
"animals": 1133,
"enterede": 4855,
"check_ventilation": 2454,
"apply_chemical_treatment": 1214,
"check_water_supply": 2458,
"customize": 3542,
"duration_between_flushes": 4592,
"char": 2329,
"torn": 15098,
"mass": 8400,
"paperusagehabits": 10676,
"occasional": 10203,
"vitreous": 16422,
"china": 2496,
"rise": 12646,
"evaporative": 5022,
"cooling": 3276,
"redesigning": 12084,
"sized": 13464,
"cisterns": 2547,
"placement": 11017,
"artificially": 1299,
"mechanical": 8544,
"vents": 16298,
"drainpipe": 4477,
"retaining": 12552,
"marginal": 8379,
"took_medicine": 15068,
"medicine": 8569,
"taken_medicine": 14273,
"calculate_toiltey": 2128,
"religion": 12222,
"jain": 7659,
"hinduism": 6800,
"islam": 7604,
"christian": 2530,
"beta": 1732,
"p_no_odor": 10623,
"p_odor": 10625,
"optimization": 10387,
"initial_guess": 7287,
"estimation": 4951,
"fminbound": 5783,
"xtol": 17065,
"ftol": 5961,
"full_output": 5969,
"disp": 4280,
"approx_grad": 1234,
"input_directory": 7342,
"dry_run_results": 4530,
"count_missing_data": 3337,
"count_incorrect_format": 3336,
"count_other_issues": 3342,
"correct_files": 3288,
"issue_df": 7624,
"issue_records": 7627,
"files_in_input_dir": 5550,
"src": 13805,
"dst": 4564,
"copy2": 3281,
"copied": 3279,
"errored": 4930,
"display_toilethyg": 4333,
"wipefront": 16914,
"wipeside": 16919,
"flushtoilet": 5776,
"quo": 11825,
"noissues": 9635,
"examining": 5055,
"path_to_image": 10765,
"grey": 6372,
"unfortunate": 15669,
"validated": 16235,
"seals": 13006,
"add_air_freshener": 730,
"use_baking_soda": 16054,
"clean_seals": 2622,
"replace_worn_out_parts": 12320,
"apply_deodorizing_sprays": 1217,
"notify_user": 9730,
"sprinkle_around_the_toilet": 13786,
"let_sit_for_an_hour": 7952,
"scrub_away_residue": 12978,
"remove_any_buildup": 12263,
"reattach_if_necessary": 11975,
"flush_and_check_for_leaks": 5727,
"order_replacement_parts": 10412,
"install_new_components": 7400,
"test_everything_works": 14440,
"display_tip": 4324,
"chosen_tip": 2529,
"tiolet": 14696,
"delays": 3795,
"welcoming": 16773,
"delay": 3794,
"solve": 13629,
"practical": 11217,
"replace_water": 12318,
"water_used": 16687,
"needed_inputs": 9255,
"time_spent_cleaning": 14663,
"toilet_frequency": 14809,
"complain": 2951,
"problematic": 11549,
"soap_amount": 13561,
"low_quality_dir": 8191,
"low_quality": 8190,
"high_quality_dir": 6749,
"high_quality": 6748,
"dest": 3913,
"rmdir": 12671,
"nconsent": 9194,
"runningwater": 12768,
"new_obs": 9333,
"arriving": 1295,
"dur_score": 4589,
"wipe_score": 16905,
"toilet_usage_data": 14901,
"time_stamp": 14667,
"water_in_reservoir": 16646,
"min_refill_amount": 8735,
"fill_toilet": 5557,
"update_log": 15796,
"notify_operator": 9727,
"alert_type": 968,
"post_message": 11178,
"dtypes": 4572,
"expert_mode": 5185,
"treated": 15383,
"num_criteria": 9923,
"check_transparency": 2449,
"streaked": 13990,
"tscrub": 15460,
"num_seats": 10002,
"checked_seats": 2463,
"bowl_indices": 1896,
"checked_bowls": 2462,
"stainless": 13817,
"steel": 13918,
"railing": 11839,
"rusty": 12778,
"dripping": 4496,
"markings": 8389,
"ec": 4639,
"raw_df": 11899,
"nfirst": 9428,
"nsummary": 9851,
"readingings": 11936,
"complaint": 2955,
"remedy": 12244,
"punctuation": 11732,
"_bleach": 470,
"baking_soda": 1581,
"_baking_soda": 469,
"_other": 541,
"prob_level_1": 11508,
"prob_level_2": 11509,
"prob_level_3": 11510,
"prob_level_4": 11511,
"prob_level_5": 11512,
"dirty_state": 4177,
"level_probabilities": 7965,
"chosen_probability": 2524,
"node": 9624,
"tree_": 15392,
"nodes": 9625,
"leaf": 7893,
"tclass": 14333,
"improvement_tips": 7110,
"tab_3": 14239,
"outlet": 10494,
"reseat": 12411,
"wax": 16717,
"fortransparent": 5859,
"urine_transparency": 16005,
"area_options": 1262,
"detect_low_hygiene": 3932,
"femininecleaning": 5506,
"23657": 180,
"4899": 292,
"1477": 85,
"calculate_extreme": 2058,
"toilety_dataset": 15034,
"ask_user_for_input": 1329,
"privacy_option": 11463,
"do_something_private": 4406,
"do_something_public": 4407,
"roommate": 12709,
"spelling": 13725,
"handwash_score": 6534,
"soap_avail_score": 13562,
"water_src_score": 16672,
"piped": 10993,
"standpipe": 13840,
"borewell": 1860,
"tubewell": 15490,
"significance": 13368,
"975": 442,
"distr": 4374,
"successes": 14080,
"ci": 2533,
"binom": 1767,
"ltw": 8249,
"ltw_result": 8250,
"export": 5225,
"strategy_list": 13983,
"e1": 4613,
"e2": 4616,
"tag": 14254,
"dfz": 4041,
"coeff_df": 2820,
"sorted_coefficients": 13665,
"ntop": 9881,
"predictive": 11287,
"num_experts": 9932,
"expert_opinions": 5189,
"curr_exp": 3472,
"lths_score": 8245,
"lthsscore": 8247,
"nremedy": 9789,
"tplease": 15224,
"freq_options": 5900,
"input_transparency": 7363,
"impossible": 7093,
"input_details": 7338,
"usage_frequency": 16033,
"avg_daily_consumption": 1471,
"10l": 57,
"committee": 2914,
"usa": 16024,
"vaginosis": 16217,
"ireland": 7547,
"urogenital": 16021,
"tract": 15244,
"cystitis": 3560,
"identifies": 6982,
"accompanied": 641,
"bowl_dirtiness": 1892,
"lid_dirtiness": 7983,
"below_average": 1702,
"toilet_cleaning_data": 14793,
"min_acceptable": 8700,
"56": 317,
"complications": 2973,
"nesting": 9295,
"caretaker": 2209,
"fractional": 5879,
"nothandwashed": 9710,
"insufficienttime": 7437,
"noinput": 9630,
"sec": 13054,
"vulnerabilities": 16440,
"visit_toilet": 16397,
"nafter": 9100,
"calculatetoilethygiene": 2149,
"bathroomsurvey": 1640,
"user_": 16099,
"handicap": 6485,
"neighbors": 9282,
"neighbor": 9281,
"naming": 9118,
"conventions": 3262,
"verysevere": 16331,
"n_toilets": 9087,
"ye": 17089,
"nshared": 9822,
"chance_of_getting_sick": 2312,
"chance_not_to_get_sick": 2311,
"cleaning_actions": 2688,
"wipe_down_surfaces": 16898,
"scrub_with_brush": 12986,
"use_bleach_solution": 16056,
"safety_concerns": 12798,
"injury": 7310,
"_is_unsafe": 533,
"restored": 12518,
"recommended_status": 12043,
"determined_status": 4006,
"denoted": 3831,
"timer": 14678,
"cycle_time": 3558,
"fan_on_time": 5395,
"timers": 14681,
"simulate_flushing": 13406,
"simulate_ventilaton": 13424,
"rtimer": 12741,
"simulate_ventilation": 13423,
"2a": 209,
"approved": 1232,
"2b": 211,
"expert_review": 5192,
"reviewer": 12593,
"reviewers": 12595,
"approvals": 1230,
"reason_for_denial": 11959,
"recommandations": 12022,
"recommedation": 12023,
"inconsistent": 7164,
"urinals_clean": 15951,
"num_tissues": 10012,
"drink": 4491,
"ndetailed": 9211,
"nsuggestions": 9850,
"toilet_checklist": 14787,
"critical_items": 3417,
"check_item": 2400,
"checklist": 2471,
"reused": 12577,
"modularization": 8910,
"evolves": 5043,
"zeolite": 17161,
"nozzle_size": 9744,
"6l": 366,
"toilethygienesensor": 14966,
"_water_level": 571,
"_air_quality": 468,
"setter": 13234,
"programme": 11606,
"flowchart": 5718,
"soap_paper": 13579,
"cost_per_day": 3312,
"cost_for_year": 3311,
"prefered": 11296,
"codebase": 2812,
"professionally": 11597,
"contamination_score": 3219,
"air_pressure": 926,
"sf": 13269,
"kpa": 7780,
"exponential": 5223,
"tailed": 14257,
"distributed": 4376,
"practise": 11225,
"cumulative": 3451,
"drier": 4488,
"environments": 4896,
"survive": 14184,
"survivor": 14186,
"pressures": 11375,
"exponentially": 5224,
"75kpa": 380,
"skewed": 13466,
"excrements": 5091,
"towel_present": 15200,
"soap_present": 13581,
"excrement_present": 5090,
"prompt_expert": 11628,
"check_for_contamination": 2372,
"boil": 1840,
"consume": 3176,
"nexpert": 9389,
"ups": 15924,
"followupquestion1": 5808,
"answerfollowupquestion1": 1162,
"urinary": 15960,
"followupquestion2": 5809,
"answerfollowupquestion2": 1163,
"nnovice": 9547,
"tip1": 14698,
"prepare": 11311,
"tip2": 14699,
"tip3": 14700,
"tip4": 14701,
"desks": 3910,
"tip5": 14702,
"subtracts": 14077,
"calculatelowtoilethygienescoreafterhandwash": 2146,
"determine_low_hand_washing": 3987,
"y_col": 17071,
"stratified": 13984,
"stratify": 13986,
"terminated": 14422,
"ensured": 4846,
"useable": 16074,
"nrinse": 9802,
"trapway": 15364,
"controls": 3259,
"scent": 12925,
"decorative": 3720,
"magnet": 8275,
"toilet_habits": 14810,
"concerning": 3020,
"outp": 10506,
"condition1": 3037,
"dilemma": 4104,
"butnonzero": 2008,
"excreta_disposal": 5093,
"practised": 11226,
"buried": 2000,
"toilethygieneanalysis": 14953,
"_frequency_of_cleaning": 513,
"_presence_of_urine_odour": 544,
"_presence_of_fecal_matter_odour": 543,
"presence_of_urine_odour": 11354,
"presence_of_fecal_matter_odour": 11343,
"missing_key": 8832,
"getattr": 6241,
"analysis_input": 1077,
"analysis_object": 1078,
"was_hands_washed": 16510,
"stays": 13908,
"safety_factor": 12799,
"wetness_level": 16807,
"update_chapter": 15774,
"rb": 11907,
"decode": 3713,
"pointer": 11080,
"eof": 4902,
"appending": 1198,
"cans": 2191,
"entrances": 4868,
"ndisplaying": 9219,
"responsibilties": 12488,
"dry_flush": 4519,
"hairdryer": 6449,
"suppose": 14159,
"accidentally": 637,
"preliminary": 11308,
"introducing": 7510,
"experiments": 5161,
"predictedclass": 11278,
"messy": 8633,
"urine_color_threshold": 15978,
"water_presence_threshold": 16660,
"modifiable": 8900,
"85f": 402,
"condition_0": 3040,
"condition_1": 3041,
"not_sure": 9697,
"condition_2": 3042,
"t_wash": 14235,
"t_know": 14234,
"advertisements": 832,
"tells": 14372,
"contrary": 3247,
"acknowledges": 667,
"candidness": 2186,
"queries": 11804,
"next_inspection": 9402,
"inspection_day_limit": 7392,
"repair_day_limit": 12291,
"calc_toilet_cleanliness": 2037,
"deductible": 3734,
"ded_pts": 3729,
"inst": 7398,
"sb": 12898,
"st": 13808,
"tb": 14323,
"bs": 1976,
"instruc": 7418,
"needed_keys": 9257,
"male_points": 8325,
"female_points": 5499,
"realistic": 11950,
"present_of_towel": 11361,
"present_of_soap": 11360,
"absent_of_excrement": 601,
"decimals": 3699,
"min_bowl_cleanliness": 8707,
"avg_scores": 1498,
"prefix": 11303,
"urbanicity": 15932,
"vaccinated": 16208,
"decision_improve": 3702,
"decision_maintain": 3703,
"decision_donotchange": 3701,
"aggfunc": 883,
"bias_scores": 1748,
"total_responses": 15146,
"average_bias": 1447,
"final_df": 5585,
"num_questions": 9993,
"num_conditions": 9916,
"num_countries": 9922,
"num_genders": 9939,
"num_ages": 9905,
"num_educations": 9928,
"num_incomes": 9952,
"num_cities": 9913,
"num_religions": 9995,
"num_races": 9994,
"num_ethnics": 9930,
"num_vacs": 10022,
"msg_template1": 9020,
"msg_template2": 9021,
"msg_template3": 9022,
"final_msg": 5588,
"poor_message": 11121,
"moderate_message": 8881,
"good_message": 6308,
"best_practice_message": 1725,
"lifting": 7996,
"frosted": 5955,
"airflow_rate": 941,
"m3": 8265,
"hum": 6886,
"wat": 16612,
"nassessment": 9133,
"20th": 164,
"literal": 8058,
"diarrheal": 4050,
"partner": 10743,
"spouse": 13761,
"myself": 9064,
"dog": 4434,
"cistern_capacity": 2546,
"max_overflow_level": 8460,
"target_transparency": 14307,
"calculate_required_amount": 2104,
"required_amount": 12381,
"refill_toilet": 12103,
"refills": 12107,
"calchist": 2040,
"argmax": 1270,
"110": 62,
"urinalysis_result": 15958,
"stool_sample": 13958,
"sammple": 12817,
"hygieineness": 6938,
"mattter": 8428,
"hyginece": 6959,
"paramater": 10688,
"defacation": 3747,
"soap_supply": 13586,
"bringing": 1954,
"inspected": 7386,
"occupation": 10211,
"age_thresholds": 870,
"gender_scores": 6042,
"occupation_scores": 10212,
"ethnicity_scores": 4979,
"occtype": 10206,
"scor": 12953,
"6499": 345,
"low_handwash": 8168,
"pred_probs": 11248,
"o157": 10143,
"h7": 6434,
"shigella": 13301,
"sonnei": 13649,
"toilethygieaneeds": 14946,
"incresed": 7191,
"quanity": 11790,
"producs": 11574,
"quantiy": 11795,
"expert_handwash": 5179,
"nonexpert_poorhygiene": 9649,
"get_bias_description": 6091,
"bias_desc": 1743,
"descritpion": 3894,
"update_recommendation": 15816,
"current_rec": 3505,
"new_rec": 9348,
"odor_thresholds": 10270,
"latentdirichletallocation": 7848,
"gensim": 6070,
"word2vec": 16949,
"corpus": 3285,
"stopwords": 13964,
"toilets_odor_expert": 15019,
"clean_text": 2627,
"stripped": 14012,
"cleaned_reviews": 2657,
"vectorizer": 16286,
"todense": 14761,
"lda": 7885,
"modeling": 8873,
"tokenized": 15042,
"topic_keywords": 15092,
"get_feature_names": 6132,
"show_topics": 13332,
"no_top_words": 9599,
"components_": 2982,
"ntopic": 9882,
"argsort": 1273,
"manage_toilet_odor": 8344,
"willingness": 16878,
"uneasy": 15660,
"feels": 5489,
"disgusted": 4248,
"legal": 7933,
"disturbed": 4382,
"appliances": 1204,
"convey": 3272,
"examined": 5052,
"determine_low_handwash_toileting_safety": 3989,
"rinses": 12642,
"num_rinse": 9996,
"rinsings": 12644,
"calculate_toilethygiene": 2124,
"remediation": 12241,
"referred": 12099,
"birthyear": 1780,
"2005": 129,
"born": 1861,
"2010": 132,
"2006": 130,
"outermost": 10491,
"subdivide": 14048,
"wide": 16861,
"urological": 16022,
"residues": 12430,
"tray": 15378,
"environ": 4888,
"logname": 8125,
"expert_decision": 5176,
"pct_yes": 10809,
"agreeing": 892,
"toilets_clean": 15008,
"waterquality": 16699,
"washattend": 16529,
"wastebin": 16604,
"paperseat": 10675,
"toilets_updated": 15024,
"multipart": 9037,
"mimemultipart": 8696,
"gmail_user": 6292,
"your_gmail_username": 17140,
"gmail_password": 6291,
"your_gmail_password": 17139,
"sender_email": 13131,
"receiver_email": 11991,
"hi": 6717,
"br": 1933,
"hr": 6877,
"part1": 10719,
"part2": 10720,
"attach": 1386,
"ssl": 13807,
"create_default_context": 3387,
"smtp_ssl": 13534,
"465": 285,
"sendmail": 13133,
"as_string": 1301,
"namedtuple": 9114,
"useractivity": 16158,
"user_activities": 16101,
"activity_by_user": 712,
"gaps": 6011,
"long_gaps": 8130,
"recently_flushed": 12004,
"remaining_users": 12237,
"needs_manual_review": 9265,
"reliaible_user": 12215,
"reliable_user": 12209,
"user_activity": 16102,
"sophisticated": 13653,
"example_data": 5057,
"bob": 1832,
"charlie": 2335,
"david": 3626,
"eve": 5023,
"fred": 5888,
"analyze_toilet_area": 1102,
"obj_count": 10148,
"sample_images": 12825,
"clean_bathroom": 2588,
"dirt_score": 4147,
"soapmarks": 13599,
"139": 82,
"erosion": 4926,
"dilation": 4103,
"erode": 4925,
"dilate": 4101,
"soapmark": 13597,
"minarearect": 8769,
"boxpoints": 1931,
"int0": 7439,
"soapmark_area": 13598,
"matchtemplate": 8416,
"tm_ccoeff_normed": 14731,
"blow": 1815,
"advantage": 831,
"relying": 12229,
"coded": 2814,
"indexes": 7204,
"calculatelowtoilethygienescore": 2145,
"dry_score": 4536,
"wet_paper_score": 16793,
"splashback_score": 13739,
"sanitize_score": 12848,
"mirror_condition": 8818,
"sanitization_score": 12844,
"toilet_reminder": 14871,
"monday": 8929,
"get_daily_reminders": 6111,
"add_reminder": 748,
"append_log": 1197,
"get_log": 6151,
"get_date_reminders": 6114,
"toilet_reminders": 14872,
"next_day": 9399,
"num_of_toilets": 9969,
"time_spent_in_toilet": 14665,
"ttime": 15480,
"daily_avg": 3566,
"n_high": 9076,
"n_total": 9088,
"n_low": 9078,
"avg_word_len": 1508,
"profanity": 11585,
"bad_words": 1574,
"fuck": 5962,
"has_bad_word": 6610,
"chars": 2337,
"dirs": 4143,
"display_toilethygie": 4334,
"rough": 12725,
"surfce": 14168,
"textured": 14465,
"analyse": 1071,
"leve": 7957,
"possible_file_names": 11167,
"after_use": 857,
"toilethygienedata": 14956,
"contamination_risk": 3218,
"add_sample": 749,
"wet_runs": 16796,
"best_result": 1727,
"worst_result": 16994,
"ncontamination": 9199,
"__dict__": 457,
"get_toilet_area": 6208,
"resample": 12402,
"bilinear": 1755,
"grayscaled_img": 6357,
"blurred_img": 1820,
"imagefilter": 7034,
"num_pixels": 9983,
"divide": 4390,
"count_black_pixels": 3328,
"pctg_uncleaned_area": 10811,
"input_imgs": 7348,
"expert_threshold": 5195,
"percentge": 10870,
"scaled_df": 12903,
"onehotencoding": 10337,
"dropped": 4506,
"minmaxscalar": 8800,
"transform_extreme_toilethyginece": 15273,
"panda": 10656,
"_df": 499,
"toilet_areas": 14775,
"cleanliness_levels": 2717,
"privacy_settings": 11470,
"get_current_state": 6103,
"current_states": 3511,
"pformat": 10946,
"nrecommendation": 9778,
"overallassessment": 10551,
"observed_handwash": 10184,
"probabilistic": 11530,
"log_likelihood": 8111,
"mu": 9024,
"sigma": 13355,
"pdf": 10814,
"fun": 5975,
"optimized": 10389,
"analyze_handwashing": 1092,
"usage_rate": 16041,
"avg_usage_rate": 1506,
"pct_compliant": 10794,
"definitions": 3780,
"status_to_cleanliness": 13898,
"curr_definition": 3470,
"next_criteria": 9397,
"refine": 12108,
"ehlo": 4683,
"recipient": 12017,
"receiver": 11990,
"cid": 2535,
"ascii": 1306,
"utf": 16181,
"mimeimage": 8695,
"add_header": 742,
"cautionary": 2273,
"han": 6454,
"_is_low": 532,
"is_low": 7581,
"set_as_low": 13207,
"set_as_high": 13206,
"predict_toilethygie": 11264,
"largely": 7819,
"runoff": 12770,
"giardia": 6265,
"lamblia": 7809,
"norovirus": 9685,
"rotavirus": 12723,
"adenoviruses": 781,
"astrovirus": 1380,
"hepatitis": 6706,
"virus": 16366,
"hav": 6650,
"poliovirus": 11101,
"pretend": 11376,
"simulate_decision": 13400,
"input_dict": 7340,
"minds": 8774,
"17t14": 105,
"18t08": 110,
"mold_smell": 8921,
"status_mean": 13891,
"publicrestrooms": 11721,
"infer_datetime_format": 7242,
"postalcode": 11184,
"stateprov": 13873,
"geolocation": 6075,
"reviewernationality": 12594,
"reviewertype": 12596,
"wikipedia_toilets": 16873,
"root_cause": 12714,
"anonymize": 1145,
"anonymizing": 1148,
"anoncols": 1142,
"anonymized": 1147,
"navals": 9141,
"improvement_message": 7107,
"handwashing_states": 6569,
"washdown": 16533,
"get_action": 6082,
"upgraded": 15904,
"alternately": 1017,
"action_list": 685,
"unlocked": 15702,
"transform_low_hygiene": 15279,
"generalist": 6052,
"dry_wipe": 4540,
"poor_msg": 11122,
"fair_msg": 5372,
"good_msg": 6309,
"excellent_msg": 5067,
"impressive": 7097,
"invalid_response": 7515,
"seat_cover_dirty": 13020,
"floor_swept": 5703,
"walls_wiped": 16477,
"mirror_cleaned": 8817,
"toilet_paper_present": 14865,
"water_filled": 16631,
"__str__": 466,
"varies": 16269,
"medium_flush_time": 8572,
"fast_flush_time": 5402,
"toilethygieneexpertsystem": 14958,
"_expert_level": 506,
"clean_frequency": 2601,
"need_cleaning": 9246,
"ntoilets": 9880,
"properties": 11659,
"constructor": 3170,
"semicolons": 13117,
"privacy_mode": 11462,
"dirt_on_floor_of_bowl": 4146,
"seat_cover_is_down": 13021,
"towel_hung_properly": 15198,
"reminds": 12257,
"mail": 8278,
"reciever": 12013,
"dear": 3682,
"manage_toilet": 8342,
"disallow": 4207,
"unusable": 15757,
"soap_provided": 13582,
"53": 310,
"check_extreme_toilethygiene": 2366,
"nsee": 9815,
"display_extremetoilethygiene": 4298,
"paper_quality": 10667,
"reliable_measurements": 12199,
"determine_severity": 3998,
"ninsufficient": 9483,
"classify_incident": 2579,
"fecal_matter_amount": 5449,
"outcome_scores": 10485,
"criterion_scores": 3415,
"ripped": 12645,
"winner": 16888,
"weightings": 16770,
"calculate_odour_level": 2096,
"social_media_post": 13605,
"shortened": 13311,
"adjustment": 803,
"posts": 11191,
"fecalmmatter": 5467,
"handwashfacility": 6550,
"avg_flushes_per_day": 1483,
"presence_of_waste": 11357,
"precomputed": 11236,
"001": 7,
"arbitrarily": 1246,
"subjects": 14054,
"transform_high_hygiene": 15276,
"vectorize": 16284,
"count_vec": 3344,
"check_lowtoilethygiene": 2406,
"hourssincelasthandwash": 6859,
"minimumagefornoneedofhandwash": 8794,
"timeofusingthetoilet": 14676,
"toilethyginececkscript": 14976,
"minimum_water_level": 8791,
"possible_contaminants": 11165,
"nsafety": 9808,
"wrists": 17007,
"ndisinfectant": 9217,
"handrails": 6495,
"elevator": 4705,
"coworkers": 3374,
"is_bowl_clean": 7560,
"obvious": 10200,
"organizational": 10422,
"mets": 8649,
"tbased": 14325,
"covering": 3365,
"tunfortunately": 15495,
"forchecking": 5826,
"policies": 11099,
"twe": 15530,
"newlines": 9379,
"handwashing_available": 6558,
"paper_towels_available": 10671,
"urinals_used": 15956,
"tair": 14259,
"tsoap": 15463,
"tpaper": 15222,
"turinals": 15506,
"tflush": 14475,
"personhesdfjwefewejrwjerwrhjkdhsawehndsahwnadwhnads": 10937,
"whashesd": 16821,
"lighting": 8008,
"extreme_score": 5286,
"yes_responses": 17114,
"no_responses": 9592,
"cat": 2238,
"total_scores": 15151,
"handwashlog": 6577,
"latest_timestamp": 7853,
"ntime": 9873,
"125": 74,
"369": 250,
"mindistance": 8773,
"maxdistance": 8490,
"blocksize": 1803,
"orb_create": 10407,
"keypoints": 7739,
"descriptors": 3893,
"sift": 13353,
"kp": 7779,
"des": 3880,
"circles": 2539,
"480": 290,
"690": 360,
"210": 172,
"unclean_toilet": 15628,
"scientist": 12943,
"nregardless": 9783,
"occupational": 10213,
"update_toilethygiene": 15831,
"update_toilethygine": 15832,
"deduced": 3731,
"total_point": 15139,
"user_washed_hands": 16149,
"cleaner_cleaned": 2678,
"correctness": 3297,
"handwashing_status_unclear": 6571,
"observed_behaviour": 10183,
"ambiguity": 1035,
"misinterpretation": 8823,
"interpreted": 7490,
"doubt": 4462,
"left_hand_not_washed": 7926,
"right_hand_not_washed": 12622,
"misinterpreting": 8824,
"opposite_hands_washed": 10382,
"uncertainties": 15624,
"sediment": 13071,
"enterobacteriaceae": 4861,
"acinetobacter": 666,
"baumanii": 1641,
"candida": 2183,
"albicans": 955,
"tescherichia": 14432,
"tenterobacteriaceae": 14417,
"tstaphylococcus": 15464,
"tpseudomonas": 15233,
"tklebsiella": 14721,
"tacinetobacter": 14248,
"tcandida": 14329,
"opt": 10383,
"detect_urine": 3942,
"detect_dirtiness": 3925,
"get_reading": 6174,
"simulate_unreliable_reading": 13420,
"retrieve_actual_reading": 12561,
"crsr": 3433,
"fetchone": 5513,
"cleaned_toilet": 2665,
"lon": 8128,
"subcategory": 14042,
"zipcode": 17168,
"opening_hours": 10362,
"price": 11410,
"review_count": 12590,
"photos": 10963,
"altitude": 1024,
"geometry": 6076,
"_remove_duplicates": 547,
"unisex": 15686,
"duplicate": 4584,
"underscores": 15649,
"datatype": 3615,
"deduplicate": 3738,
"nulls": 9898,
"deduplication": 3739,
"readinputdata": 11938,
"preprocessdata": 11319,
"stemming": 13921,
"filtered_tokens": 5574,
"stemmer": 13920,
"lemmatize": 7939,
"performtrainingandtesting": 10897,
"sentences": 13170,
"preprocessed_sentences": 11324,
"reliablility": 12212,
"judgment": 7692,
"campus": 2174,
"undertake": 15654,
"decide_toilet": 3694,
"linreg": 8041,
"ethics_options": 4971,
"number_of_stalls": 10054,
"presence_of_paper": 11346,
"contaminated_water": 3213,
"poor_ventilation": 11124,
"lack_of_cleaning": 7797,
"treating": 15386,
"expert_a": 5168,
"expert_b": 5172,
"pee_perc": 10820,
"poop_perc": 11113,
"water_perc": 16658,
"low_clean": 8163,
"med_clean": 8548,
"high_clean": 6727,
"crossings": 3429,
"toilethygineancestry": 14971,
"min_visits": 8754,
"max_visits": 8480,
"illness_list": 7013,
"num_daily_visits": 9924,
"selected_disease": 13096,
"tname": 14740,
"tgender": 14478,
"tdaily": 14342,
"texcellent": 14453,
"casual": 2236,
"expert_message": 5184,
"regular_message": 12141,
"casual_message": 2237,
"tolerated": 15050,
"usage_patterns": 16038,
"manditory": 8359,
"df_cat_num": 4031,
"df_final": 4034,
"df_transf": 4039,
"water_supply_status": 16677,
"extra_steps": 5260,
"basic_steps": 1606,
"water_in_cistern": 16644,
"lid_down": 7984,
"nwet": 10126,
"additives": 773,
"analyze_high_toilet_hygiene": 1094,
"max_temp": 8474,
"max_humidity": 8451,
"min_time": 8746,
"best_cleaner": 1712,
"number_of_bathrooms": 10035,
"days_in_week": 3646,
"tuesday": 15491,
"wednesday": 16749,
"thursday": 14615,
"friday": 5945,
"time_spent_by_each_person": 14662,
"frequency_of_cleans": 5915,
"regular_cleaners": 12140,
"senior_manager_cleaners": 13138,
"manager_and_above_cleaners": 8351,
"nminimum": 9526,
"gastrointestinal": 6019,
"running_dryrun": 12765,
"is_toilet_dirty": 7592,
"toilet_bathrooms": 14776,
"is_floor_wet": 7576,
"wetfloor_bathrooms": 16804,
"21celsius": 174,
"degreees": 3788,
"get_recommendations": 6179,
"odor_levels": 10256,
"sorted_probs": 13676,
"rec_toilets": 11979,
"confidences": 3071,
"recs": 12063,
"confs": 3092,
"sorting": 13681,
"problem_description": 11547,
"check_oxygen_levels": 2415,
"check_water_temperature": 2459,
"scrub_seat": 12981,
"remove_urine_stains": 12268,
"flush_system": 5740,
"air_out_room": 925,
"notifies": 9721,
"temerature": 14373,
"airing": 949,
"aired": 939,
"workflow": 16969,
"hot_water": 6850,
"lightning": 8010,
"eye": 5310,
"shortages": 13310,
"reordering": 12289,
"perform_handwashing": 10885,
"skip_handwashing": 13476,
"add_more_water": 745,
"wait_for_the_current_level_to_go_down": 16454,
"touches": 15185,
"total_count": 15120,
"dry_conditions": 4516,
"wet_conditions": 16790,
"dirty_conditions": 4167,
"clean_conditions": 2592,
"is_dry": 7570,
"is_wet": 7596,
"objfunc": 10163,
"init_guess": 7281,
"sorted_params": 13675,
"thas": 14494,
"provide_general_advice": 11687,
"check_restroom_status": 2420,
"give_feedback": 6271,
"exit_program": 5126,
"shift": 13299,
"defaultdict": 3756,
"get_usage": 6229,
"calculate_average": 2044,
"smtp_server": 13533,
"port": 11140,
"charset": 2338,
"avg_usage": 1505,
"nbye": 9166,
"nremedial": 9788,
"simulate_inspection": 13408,
"cname": 2801,
"simulated_result": 13430,
"simulate_component": 13398,
"compname": 2976,
"goodstatus": 6313,
"simulate_seat": 13414,
"simulate_paper": 13412,
"simulate_exterior": 13404,
"cm\u00b2": 2800,
"thresold": 14602,
"bactieria": 1558,
"show_toilet_hygiene": 13330,
"number_of_paper_rolls": 10046,
"toilet_seat_cover_removed": 14880,
"bowl_washed_properly": 1918,
"privacy_condition": 11455,
"check_for_spillage": 2380,
"spillages": 13733,
"tank_spillage": 14294,
"simulate_tank_spillage": 13416,
"bowl_spillage": 1913,
"simulate_bowl_spillage": 13395,
"flushpipe_spillage": 5774,
"simulate_flushpipe_spillage": 13407,
"flushpipe": 5773,
"req_keys": 12372,
"seat_cover": 13019,
"rating_levels": 11890,
"1import": 116,
"2from": 224,
"4def": 297,
"26if": 199,
"higj": 6792,
"fulfill": 5964,
"daily_durations": 3568,
"get_avg_visit_time": 6090,
"avg_daily_durations": 1472,
"tail": 14256,
"num_best_practice": 9909,
"incidence": 7143,
"lost": 8153,
"points_lost": 11090,
"daily_user_count": 3575,
"points_gained": 11089,
"final_points": 5590,
"incineration": 7147,
"strewn": 14002,
"consulting": 3175,
"bowl_height": 1895,
"microscope": 8659,
"106": 54,
"colonies": 2854,
"distances": 4367,
"test_sample": 14444,
"2e": 220,
"3e": 262,
"no_observation": 9580,
"noobservation": 9656,
"poor_hygiene_habits": 11120,
"poorhygienehabits": 11126,
"improper_cleaning_practices": 7099,
"impropercleaningpractices": 7101,
"malfunctioning_equipment": 8331,
"malfunctioningequipment": 8333,
"urine_splash": 15997,
"classifications": 2574,
"expert_trust": 5197,
"washhands": 16545,
"noaction": 9616,
"checkstatus": 2473,
"get_recommendation": 6178,
"wipe_frequency": 16902,
"af": 842,
"wipe_freq": 16901,
"drynum": 4556,
"handwash_after_visit": 6517,
"previous_warnings": 11407,
"toilet_hygiene_history": 14821,
"alot": 1002,
"lazy": 7882,
"doesent": 4429,
"cleaninesss": 2685,
"extreme_toilethygine": 5295,
"menstruation": 8602,
"mensturationtoday": 8603,
"wipeproperly": 16915,
"cond": 3030,
"addl_scores": 774,
"imp": 7063,
"dollars": 4436,
"pgrep": 10947,
"ltspice": 8248,
"cmd": 2799,
"entropy_avail": 4873,
"subprocess": 14063,
"check_output": 2414,
"16384": 96,
"tampering": 14282,
"gedit": 6033,
"sooner": 13651,
"cm2": 2797,
"somemachinelearningmodel": 13638,
"new_obs_features": 9334,
"demerit": 3813,
"demerits": 3815,
"toilet_threshold": 14893,
"handwash_threshold": 6537,
"waterquality_demerit": 16700,
"demerit_points": 3814,
"capita": 2195,
"toilet_flushed": 14807,
"determin_toilet_hygiene": 3966,
"valid_conditions": 16223,
"visits_per_day": 16410,
"min_toiletries": 8748,
"165": 97,
"timer_occupied": 14679,
"timer_unoccupied": 14680,
"isoccupied": 7613,
"start_timer": 13854,
"stop_timer": 13961,
"configured": 3080,
"configure": 3079,
"triggering": 15409,
"get_pressure": 6165,
"npossibly": 9755,
"encourage_handwashing": 4786,
"new_resp": 9351,
"ultimately": 15604,
"folding": 5799,
"formulate": 5851,
"theyre": 14538,
"get_percentage_clean": 6160,
"check_extreme_dirtiness": 2358,
"cleaned_numbers": 2654,
"isnumeric": 7610,
"reliability_check": 12182,
"nunreliable": 10088,
"implicit": 7079,
"outright": 10527,
"annotations": 1136,
"func": 5976,
"bathroomarea": 1630,
"measure_reliability": 8535,
"take_corrective_action": 14263,
"alert_authorities": 965,
"bathroom_area": 1619,
"degraded": 3784,
"tear": 14358,
"downgrade": 4465,
"introduced": 7509,
"accidental": 636,
"malfunctions": 8334,
"noting": 9733,
"reliable_toilet": 12207,
"frequent_cleanings": 5928,
"infrequently": 7271,
"evaporate": 5017,
"millilitres": 8691,
"wardens": 16489,
"warden": 16488,
"diverse": 4385,
"user_score": 16143,
"num_of_visits": 9970,
"days_between_visits": 3642,
"cleanliness_rating": 2725,
"reasons_for_poor_cleaning": 11965,
"ate": 1383,
"other_behaviours": 10438,
"overall_impression": 10545,
"impressions_by_gender": 7096,
"rjust": 12669,
"behaviours": 1688,
"behaviour_list": 1686,
"other_behavour": 10439,
"impression": 7095,
"genders_impressions": 6048,
"colored_water": 2865,
"tfecal": 14468,
"tcolored": 14337,
"tbathroom": 14326,
"normal_handwash": 9675,
"thorough_handwash": 14555,
"nmopped": 9532,
"dismantled": 4277,
"ndeep": 9210,
"hypot": 6965,
"_clean_with_spraybottle": 496,
"_disinfect_with_fogger": 500,
"_mop_and_sweep": 536,
"_using": 569,
"_wiped": 572,
"_disinfecting": 501,
"fogger": 5791,
"_fogged": 510,
"_mopping": 538,
"_mopped": 537,
"swept": 14201,
"remind_user": 12249,
"last_reminded": 7832,
"next_remind": 9408,
"reminded": 12250,
"urine_stains_threshold": 16002,
"bad_odor_threshold": 1571,
"urine_stains": 16001,
"extract_features": 5264,
"extraction": 5269,
"highly_cleaned_toilets": 6784,
"remembering": 12247,
"influenza": 7248,
"hiv": 6816,
"extra_info": 5256,
"distributing": 4377,
"organizing": 10426,
"nalthough": 9110,
"ample": 1066,
"investigating": 7524,
"ntake": 9855,
"determine_hightoilethygiene": 3982,
"userdata": 16160,
"last_status": 7833,
"rechecking": 12011,
"private_data": 11476,
"inspected_toilets": 7388,
"grouped_by_cleanliness": 6391,
"grouped_by_age_and_cleanliness": 6390,
"best_cleanliness_for_each_age": 1713,
"survey_responses": 14180,
"encountering": 4783,
"valid_responsibilities": 16228,
"previous_cleaner": 11402,
"rectify": 12070,
"dirtyseat": 4192,
"helped": 6699,
"dave": 3625,
"alphabetically": 1005,
"gina": 6266,
"harry": 6605,
"irene": 7548,
"odor_intensity": 10252,
"cleaningfrequency": 2707,
"water_amount": 16616,
"cleansers": 2748,
"save_data": 12876,
"connect_db": 3107,
"nscores": 9811,
"puas": 11708,
"pua1": 11706,
"pua2": 11707,
"exited": 5128,
"createdecisiontreeclassifier": 3396,
"wipe_front": 16903,
"touch_seat": 15180,
"sometime": 13642,
"alwaya": 1026,
"flush_handle": 5734,
"days_per_week": 3648,
"washroom_occupancy": 16570,
"lpm": 8236,
"webbrowser": 16742,
"curl": 3464,
"your_esp8266_ip": 17138,
"your_gpio_pin": 17141,
"mopping_script": 8957,
"afternoon": 859,
"handwashing_script": 6567,
"disinfection_script": 4270,
"_input": 529,
"uut": 16197,
"usertoiletupdate": 16167,
"disinfects": 4273,
"promoters": 11617,
"undergoes": 15645,
"installs": 7406,
"filtration": 5581,
"locates": 8095,
"locating": 8096,
"renovation_needed": 12282,
"bowl_movement": 1903,
"odor_risk_thresholds": 10264,
"wetbulb_temp": 16803,
"calculate_wbgt": 2140,
"odor_risk_level": 10263,
"air_temp": 932,
"rel_hum": 12159,
"ashrae": 1311,
"thermal": 14530,
"human": 6887,
"deposit": 3875,
"thrown": 14610,
"odor_frequency": 10250,
"elongated": 4713,
"accepting": 627,
"rejecting": 12156,
"artificial": 1298,
"intelligence": 7455,
"applications": 1207,
"num_imps": 9951,
"single_or_double": 13446,
"cleaned_reasons": 2656,
"configuration": 3078,
"config_file": 3077,
"toilethygieune": 14969,
"config": 3076,
"safe_load": 12792,
"check_for_odor": 2379,
"sniffs": 13546,
"monthly_complaint_counts": 8945,
"grouper": 6396,
"max_complaint_month": 8438,
"min_complaint_month": 8715,
"arrays": 1292,
"crosscontamination": 3427,
"riskofcontamination": 12664,
"soaping": 13596,
"unrinsed": 15735,
"privacies": 11451,
"watermarks": 16695,
"watermark": 16694,
"commonly": 2920,
"season": 13010,
"viewing": 16344,
"lesson": 7948,
"valid_statuses": 16229,
"surface_disinfection": 14164,
"surfacelist": 14165,
"clean_method1": 2611,
"clean_method2": 2612,
"clean_method3": 2613,
"dipping": 4121,
"pairwise": 10650,
"cosine_similarity": 3307,
"toiletry_reviews": 15005,
"review_texts": 12591,
"dtm": 4569,
"similarity": 13383,
"sims": 13392,
"get_recommended_product": 6180,
"user_query": 16136,
"recommended_review": 12042,
"nlp": 9510,
"ents": 4877,
"ninformation": 9478,
"100000": 43,
"num_needed": 9958,
"sparingly": 13698,
"cautiously": 2275,
"purchasing": 11740,
"incurred": 7194,
"product_list": 11576,
"tot_cost": 15101,
"prod": 11570,
"smelly": 13515,
"floor_dirty": 5694,
"waste_bin_present": 16588,
"reiterates": 12153,
"dryoff": 4557,
"display_hygiene_message": 4303,
"user_selection": 16144,
"display_prompt": 4315,
"arithmetic": 1288,
"replenishing": 12329,
"suppliers": 14151,
"nscript": 9812,
"good_hygiene": 6307,
"moderate_hygiene": 8880,
"51": 306,
"poor_hygiene": 11119,
"201": 131,
"349": 241,
"1001": 44,
"tthe": 15477,
"revisiting": 12602,
"toilet_visit": 14905,
"extra_precautions": 5259,
"toilet_privacy": 14869,
"display_high_hygiene": 4300,
"ntoday": 9877,
"display_recommended_frequency": 4317,
"nrecommended": 9780,
"ndaily": 9204,
"tor": 15097,
"ntwice": 9892,
"suggest_products": 14110,
"nt": 9854,
"lysol": 8261,
"clorox": 2771,
"bubbles": 1981,
"shine": 13302,
"seventh": 13240,
"biokleen": 1774,
"bacout": 1545,
"remover": 12271,
"lapse": 7816,
"compensate": 2946,
"yikes": 17127,
"consumers": 3178,
"firefighters": 5626,
"paramedics": 10689,
"probability_of_detection": 11536,
"false_alarm_rate": 5386,
"detection_odds": 3950,
"z_value": 17158,
"margin_of_error": 8378,
"low_bound": 8162,
"uppper_bound": 15921,
"disagreement": 4205,
"reqs": 12374,
"expects": 5150,
"apply_air_freshener": 1211,
"run_deodorizing_bleach": 12756,
"proba_contam": 11528,
"smelling": 13512,
"simulate_toilet": 13417,
"cleaning_action": 2687,
"dirtying": 4189,
"carpet": 2211,
"get_words": 6240,
"vacuumed": 16212,
"carpets": 2213,
"nonsensical": 9654,
"markov": 8390,
"quick": 11819,
"fox": 5874,
"jumped": 7695,
"yield": 17125,
"csv_reader": 3438,
"__next__": 464,
"fecal_coliforms": 5444,
"acidic": 664,
"enamel": 4767,
"excessive_wetness": 5079,
"strong_smell": 14016,
"nvisible": 10112,
"nexcessive": 9384,
"nstrong": 9844,
"recommend_cleaning": 12026,
"suggest_maintenance": 14108,
"chosen_strategy": 2528,
"apply_chosen_strategy": 1215,
"pour_baking_soda": 11201,
"let_sit": 7951,
"mix_with_water": 8849,
"clean_urinal": 2637,
"get_phone_number": 6161,
"reoccurrence": 12286,
"email_address": 4722,
"get_email_address": 6121,
"resident": 12423,
"visibledirt": 16388,
"excessivewetness": 5081,
"strongsmell": 14022,
"demo": 3817,
"555": 315,
"5555": 316,
"responsbile": 12465,
"washroom_area": 16564,
"required_cleanliness": 12383,
"overall_status": 10550,
"consolidated": 3157,
"calc_mean": 2034,
"overall_mean": 10546,
"show_result": 13326,
"consensual": 3119,
"toilet_name": 14852,
"extreme_rating": 5283,
"max_non_compliance": 8456,
"worst_country": 16993,
"non_compliance": 9640,
"percentagenoncompliance": 10868,
"nodata": 9623,
"yescount": 17120,
"nocount": 9622,
"low_score": 8193,
"moderate_score": 8885,
"prob_good": 11502,
"prob_fair": 11501,
"prob_poor": 11521,
"surveyquestion": 14181,
"consent_toilet": 3132,
"get_survey_answer": 6202,
"survey_response": 14179,
"sorted_cleanliness": 13664,
"targets": 14310,
"retraining": 12559,
"retrain": 12558,
"updatelowtoilethygieneafterhandwash": 15889,
"decresed": 3728,
"lemon": 7941,
"nconfirm": 9189,
"alt_recs": 1012,
"reprint": 12362,
"alphabetic": 1004,
"revised": 12599,
"highlighted": 6782,
"check_extreme_odor": 2362,
"wipe_status": 16908,
"yes_no": 17109,
"low_med_high": 8178,
"analyzeodor": 1119,
"interview": 7499,
"interviewer": 7500,
"health_status": 6675,
"prob_bad": 11491,
"frequency_of_flushing": 5918,
"has_seat_cover": 6631,
"cleanliness_of_bowl": 2720,
"cleanliness_of_urinal": 2723,
"c_": 2023,
"classes_": 2570,
"is_sewage_contaminated": 7590,
"is_human_excrement_present": 7578,
"implementations": 7073,
"solved": 13631,
"downwards": 4473,
"downward": 4472,
"renaming": 12278,
"faced": 5316,
"hardest": 6599,
"refuse": 12117,
"liner": 8032,
"lack_of_flush": 7798,
"organisms": 10420,
"transfer": 15266,
"computed": 2999,
"earthy": 4627,
"issue_list": 7626,
"check_low_toilet": 2402,
"privately": 11482,
"dispose_of_waste": 4353,
"rinse_bowl": 12636,
"step4": 13930,
"weightages": 16767,
"param_weights": 10687,
"outcome1": 10478,
"outcome2": 10479,
"outcome3": 10480,
"selected_outcome": 13099,
"update_message": 15810,
"otherise": 10456,
"mandated": 8357,
"instantiation": 7412,
"4cfu": 295,
"prob_faeces": 11499,
"mean_coliforms": 8518,
"2e6": 222,
"std_deviation_coliforms": 13910,
"3e5": 263,
"std_deviation_colilibms": 13911,
"australia": 1419,
"canada": 2177,
"france": 5885,
"germany": 6078,
"italy": 7633,
"japan": 7668,
"russia": 12776,
"privacy_lvl": 11461,
"united": 15688,
"laws": 7870,
"perform_high_action": 10886,
"perform_low_action": 10887,
"ndone": 9222,
"line_num": 8024,
"dewpoint": 4028,
"calculate_dewpoint": 2053,
"org": 10418,
"wiki": 16871,
"dew_point": 4027,
"651": 347,
"787": 388,
"293": 207,
"273": 202,
"satisfy": 12869,
"complexity": 2968,
"thus": 14616,
"dispender": 4285,
"declaration": 3707,
"tissue_count": 14710,
"soap_dispenser": 13568,
"other_object": 10450,
"waterline": 16693,
"sample_input": 12827,
"urinal_cleanliness": 15943,
"wall_cleanliness": 16471,
"rolls_remaining": 12702,
"info1": 7250,
"info2": 7251,
"info3": 7252,
"point1": 11076,
"calculate_point1": 2098,
"point2": 11077,
"calculate_point2": 2099,
"point3": 11078,
"calculate_point3": 2100,
"input_number": 7353,
"input_boolean": 7333,
"truthiness": 15451,
"interactive": 7468,
"appropraite": 1226,
"more_users": 8967,
"loadtxt": 8084,
"l2": 7784,
"regularization": 12144,
"ridge": 12620,
"test_input": 14443,
"determinehightoilethygiene_keepingbathroomareaclean": 4009,
"keeptrackoftoiletcleanliness": 7725,
"overallstatus": 10554,
"cleanpercentage": 2737,
"roomstatus": 12712,
"initialstate": 7301,
"numrooms": 10083,
"totalclean": 15168,
"dictionay": 4058,
"hyginee": 6960,
"switching": 14208,
"contaminant_ppm": 3205,
"growth_time": 6403,
"6e": 365,
"bottled": 1869,
"fitrandomforest": 5643,
"0f": 36,
"receives": 11993,
"reputation": 12366,
"reinforcement": 12151,
"equitably": 4922,
"no_soap": 9595,
"nosoap": 9689,
"excess_soap": 5076,
"toomuchsoap": 15071,
"unknown_quantity": 15696,
"unknownquantity": 15699,
"nextstate": 9418,
"previous_action": 11401,
"next_states": 9410,
"3x": 267,
"swab": 14192,
"7cfus": 392,
"janitors": 7665,
"oversee": 10585,
"standard_deviation": 13830,
"z_score": 17156,
"critical_value": 3418,
"get_probability_distribution": 6166,
"water_threshold": 16681,
"bowl_movement_threshold": 1904,
"transparency_threshold": 15355,
"openweathermap": 10367,
"get_current_weather": 6110,
"appid": 1199,
"weather_info": 16740,
"rand_index": 11855,
"user_washes_hand": 16150,
"dose": 4456,
"randomforestregressor": 11869,
"manage_toilet_hygiene": 8343,
"clean_regularly": 2619,
"hire_professional": 6805,
"fecesvisible": 5478,
"low_toilet_hygiene_values": 8198,
"num_occupant": 9962,
"toxins": 15211,
"thirty": 14552,
"cutoff": 3548,
"amount_of_feces": 1056,
"amount_of_fecal": 1053,
"amount_of_fecalmatter": 1055,
"321": 235,
"presence_of_pets": 11347,
"regurlarly": 12149,
"scheudle": 12936,
"eventually": 5031,
"fallen": 5382,
"move_items": 8995,
"remove_waste": 12269,
"attempting": 1394,
"surfacess": 14167,
"unrecognised": 15722,
"heading": 6671,
"get_state": 6200,
"update_counts": 15779,
"exp_freq": 5133,
"max_votes": 8481,
"best_experts": 1718,
"eo": 4901,
"votes": 16436,
"vote": 16435,
"final_state": 5596,
"urination_frequency": 15968,
"washing_hands_after_using_the_toilet": 16553,
"urination_score": 15971,
"calculate_urination_score": 2133,
"washing_hand_score": 16551,
"calculate_washing_hand_score": 2135,
"urination_freqency": 15967,
"wasging_hands": 16513,
"handwash_after_use": 6511,
"random_user": 11867,
"iengineerforexperts": 6993,
"nmain": 9513,
"training_data": 15258,
"contamination_level": 3217,
"enteres": 4856,
"betweeen": 1734,
"inclusively": 7156,
"entres": 4869,
"interger": 7475,
"integet": 7450,
"1024": 49,
"mb": 8506,
"luxurious": 8256,
"entryway": 4876,
"researcher": 12408,
"current_user_role": 3518,
"8am": 418,
"12pm": 78,
"6am": 362,
"9pm": 454,
"calendar": 2154,
"vapour": 16258,
"112": 64,
"243": 184,
"rh_x_e": 12617,
"wetness_sensor": 16809,
"vapor": 16256,
"semi_transparent": 13116,
"action1": 678,
"action2": 679,
"previous_status": 11406,
"old_statues": 10321,
"new_statuses": 9361,
"get_expert_by_name": 6126,
"specialist": 13707,
"hasattr": 6645,
"specialization": 13708,
"keyed": 7736,
"family_member": 5391,
"toilet_minimum_transparency": 14848,
"sanitize_toilet": 12851,
"replace_toilet": 12317,
"increase_handwash_count": 7180,
"decrease_handwash_count": 3722,
"do_nothing": 4404,
"hepa": 6705,
"stated": 13866,
"allowed_responsibilites": 990,
"to_replace": 14755,
"bloodborne": 1809,
"toiletygine": 15036,
"washbasin": 16530,
"hygenierisk": 6930,
"towel_presence": 15199,
"towel_presnt": 15201,
"unsuccessfully": 15747,
"threats": 14566,
"increasingly": 7186,
"pollution": 11106,
"send_notification": 13129,
"handle_missing_values": 6488,
"detect_and_remove_outliers": 3922,
"clean_column_names_and_formats": 2591,
"encode_categorical_variables": 4774,
"impute_missing_values_in_numerical_columns": 7121,
"group_similar_observations": 6386,
"convert_units_where_necessary": 3268,
"create_new_features": 3391,
"grubbs": 6405,
"outlying": 10505,
"is_numeric_dtype": 7583,
"abs_zscores": 597,
"grubbs_test": 6406,
"visually": 16417,
"prefixes": 11305,
"suffixes": 14100,
"suffix": 14099,
"year_": 17092,
"country_": 3356,
"encodes": 4779,
"cat_vars": 2242,
"select_dtypes": 13090,
"wet_run": 16795,
"increase_hygiene": 7181,
"desirable": 3904,
"discount": 4226,
"num_episodes": 9929,
"episode_rewards": 4908,
"state_counts": 13864,
"action_counts": 681,
"episode": 4907,
"total_reward": 15148,
"tally": 14281,
"npolicy": 9751,
"nexpected": 9388,
"376": 253,
"tale": 14277,
"998": 450,
"defects": 3765,
"_extreme": 508,
"_toilet": 554,
"_hygiene": 528,
"after_toilet": 856,
"demers": 3816,
"fsdecode": 5958,
"dilated": 4102,
"onceaday": 10333,
"twiceaweek": 15538,
"twicedaweek": 15539,
"datadir": 3606,
"d_": 3562,
"toilet_": 14770,
"detect_contamination": 3924,
"wc3": 16725,
"responsibility_messages": 12484,
"num_contaminants": 9917,
"stuck": 14029,
"display_toilethygieunecontamination": 4336,
"noriginal": 9669,
"expanduser": 5137,
"bowl_items": 1898,
"visible_waste": 16387,
"expert_odor": 5187,
"max_cleanliness": 8437,
"simulate_dry_run": 13401,
"increasting": 7187,
"new_chemical": 9316,
"nmaximum": 9520,
"_is_": 530,
"unfamiliar": 15665,
"discussion": 4242,
"microbial": 8653,
"identifiers": 6981,
"overflowed": 10564,
"reliability_level": 12185,
"expert_inspection": 5182,
"disinfectant_spray": 4261,
"inspection_results": 7394,
"display_inspection_result": 4304,
"tresult": 15401,
"check_step": 2434,
"use_tap": 16072,
"waited_long": 16458,
"flushed_correctly": 5756,
"check_evidence": 2356,
"check_user": 2452,
"fantastic": 5398,
"check_building_management": 2347,
"drains": 4478,
"backflows": 1537,
"check_plumber": 2416,
"inquires": 7371,
"installations": 7402,
"selected_resp": 13102,
"rois": 12693,
"top_roi": 15087,
"256": 195,
"img_width": 7054,
"middle_roi": 8670,
"512": 307,
"bottom_roi": 1874,
"thresh_top": 14576,
"thresh_middle": 14574,
"thresh_bottom": 14573,
"num_pixels_top": 9987,
"count_nonzero": 3338,
"num_pixels_middle": 9986,
"num_pixels_bottom": 9985,
"avg_num_dirty_pixels": 1488,
"location_type": 8098,
"visit_duration": 16394,
"ondemand": 10334,
"everywhere": 5040,
"intern": 7485,
"scope": 12951,
"air_change_rate": 903,
"average_person_weight": 1455,
"exchanged": 5083,
"pounds": 11199,
"objective_function": 10158,
"170": 101,
"solves": 13633,
"paperless": 10673,
"emphasized": 4745,
"main_folder": 8282,
"image_file": 7028,
"im": 7020,
"has_solid_waste": 6634,
"has_liquid_waste": 6623,
"no_liquid_waste": 9577,
"nstronger": 9845,
"uncontaminated": 15638,
"input_parameter": 7354,
"stamps": 13825,
"timestamp_col": 14686,
"duration_col": 4593,
"cleanliness_score_col": 2727,
"avg_cleanliness_score": 1469,
"interpolation": 7489,
"needed_columns": 9254,
"rolling": 12698,
"humidty_mean": 6898,
"interpolate": 7488,
"ascendinng": 1305,
"sort_index": 13657,
"pred_safety": 11249,
"indicatingthat": 7214,
"checkingfor": 2470,
"suchas": 14084,
"matterorurine": 8425,
"theremaynotbeenoughdata": 14527,
"torun": 15099,
"thecheck": 14499,
"thecurrent": 14505,
"inthetoilettank": 7503,
"bedetermined": 1659,
"tothepresenceof": 15174,
"debrisin": 3687,
"numcols": 10072,
"annual": 1140,
"low_toilethyg_data": 8200,
"ttest_one_sample": 15474,
"stat": 13861,
"ttest_1samp": 15473,
"chi2_contingency": 2488,
"chi": 2486,
"contingency": 3233,
"dof": 4433,
"_ttest": 563,
"chi2": 2487,
"bathrooms_ttest": 1636,
"supply_ttest": 14155,
"facilities_ttest": 5322,
"984": 445,
"845": 400,
"425": 276,
"221": 176,
"bathrooms_chi2": 1635,
"supply_chi2": 14154,
"facilities_chi2": 5321,
"000": 1,
"984e": 446,
"unguarded": 15672,
"familiar": 5388,
"neural_network": 9299,
"input_shape": 7360,
"n_features": 9074,
"dropout": 4505,
"sigmoid": 13358,
"rmsprop": 12675,
"binary_crossentropy": 1763,
"validation_data": 16239,
"metrics_names": 8648,
"toiletology_model": 14996,
"h5": 6433,
"neural": 9298,
"network": 9297,
"activations": 706,
"ours": 10465,
"thevalidation": 14535,
"hdf5": 6664,
"compression": 2990,
"health_risks": 6674,
"nrunning": 9805,
"check_file": 2368,
"truthfully": 15450,
"objects_found": 10160,
"analyst": 1084,
"nfeatures": 9420,
"wishes": 16926,
"disturb": 4381,
"apron": 1238,
"daily_scores": 3572,
"overall_average": 10538,
"overall_avg": 10539,
"num_days": 9925,
"toilets_running_low": 15021,
"get_cleanliness_score": 6095,
"washing_frequency": 16549,
"time_per_wash": 14650,
"liters_of_water_used": 8060,
"gallons_of_water_used": 6004,
"bars_of_soap_required": 1595,
"ppm_calculation": 11215,
"periodic": 10902,
"loudspeaker": 8158,
"advancement": 829,
"toilet_paper_count": 14862,
"dry_wipe_threshold": 4542,
"odor_map": 10258,
"notify_maintenance": 9726,
"low_yellow": 8208,
"high_yellow": 6775,
"analyzed_img": 1118,
"water_in": 16640,
"waste_out": 16597,
"recommended_actions": 12035,
"replace_flusher": 12311,
"generalised": 6051,
"feedbacks": 5483,
"suspect": 14187,
"min_wash": 8755,
"acceptable_water_qualities": 623,
"unacceptable_waste_methods": 15614,
"determine_toilet_state": 4003,
"best_action_index": 1710,
"find_best_action": 5606,
"calculate_new_state": 2089,
"communicate_status": 2925,
"max_score_idx": 8471,
"bms": 1827,
"inch": 7140,
"toilet_seat_height": 14884,
"feces_present": 5475,
"bathroomhygienemanager": 1632,
"_user_input": 568,
"prompt_for_data": 11631,
"number_of_peeing_trips": 10048,
"num_trips": 10018,
"number_of_pooping_trips": 10052,
"calculate_odor_level": 2094,
"peeing_score": 10824,
"_calculate_activity_score": 472,
"pooping_score": 11116,
"washing_frequency_score": 16550,
"_calculate_washig_freqency": 478,
"general_hygeine_score": 6050,
"_calculate_general_higiene": 473,
"days_active": 3634,
"hours_per_day": 6855,
"minutes_per_hour": 8814,
"active_time": 708,
"washed_today": 16537,
"trip": 15414,
"mf": 8650,
"rule_dict": 12750,
"updated_guidelines": 15853,
"who_statement": 16855,
"class_": 2565,
"nwow": 10138,
"useractions": 16157,
"soapused": 13601,
"paperused": 10677,
"med_score": 8554,
"hi_score": 6720,
"calculate_extreme_toilet": 2061,
"sample_results": 12832,
"ec_mean": 4641,
"ec_std": 4642,
"p_val": 10626,
"no_transparency": 9600,
"partial_transparency": 10724,
"visible_mold": 16384,
"toilet_area_cleanliness": 14773,
"urinals_status": 15955,
"get_score": 6190,
"usage_pattern": 16037,
"hours_of_use": 6854,
"complaint_count": 2956,
"building_id": 1989,
"b01": 1529,
"7934": 390,
"3456": 239,
"basement": 1601,
"new_cleanliness": 9317,
"current_cleanliness": 3486,
"max_threshold": 8475,
"air_dryer_on": 907,
"bowl_brush_missing": 1886,
"bowl_scrubber_used": 1911,
"visibility_of_dirt": 16378,
"seldom": 13088,
"uncleanable": 15629,
"freq_thresh": 5904,
"vis": 16369,
"threshold_low": 14590,
"threshold_high": 14588,
"2500": 192,
"acceptance": 624,
"hyperparameters": 6961,
"hyperparams": 6962,
"cv": 3550,
"grid_search": 6374,
"gridsearchcv": 6375,
"estimator": 4952,
"param_grid": 10686,
"n_jobs": 9077,
"cleanable": 2641,
"show_menu": 13324,
"take_inputs": 14266,
"get_toilet_dirtiness": 6212,
"handwashedafterusingthetoilet": 6547,
"expert_scores": 5194,
"themself": 14515,
"darkest": 3595,
"lightest": 8007,
"expert_advice": 5169,
"presence_of_visible_dirt": 11356,
"rf_classifier": 12612,
"get_transparency_score": 6225,
"new_name": 9332,
"very_high": 16319,
"threshold_values": 14597,
"visitor_points": 16407,
"occupant_points": 10209,
"sample_inputs": 12828,
"display_lowtoilethygine": 4310,
"feature_values": 5437,
"soap_dispensers": 13575,
"towel_dispenser": 15196,
"urinals_cleaned": 15952,
"check_soap": 2429,
"check_towels": 2447,
"check_urinals": 2451,
"nwho": 10131,
"tdid": 14348,
"used_towels": 16088,
"twere": 15535,
"was_soap_provided": 16511,
"had_soap_dispenser": 6445,
"did_provide_towels": 4070,
"is_current_user": 7566,
"previously_cleaned_users": 11409,
"nduring": 9229,
"shifts": 13300,
"low_odour_threshold": 8187,
"medium_odour_threshold": 8579,
"high_odour_threshold": 6746,
"avg_odour_score": 1490,
"populated": 11133,
"toilet_bowl_size": 14782,
"number_of_stains": 10053,
"total_cups_needed": 15121,
"treater": 15385,
"pre_treatment_required": 11229,
"jumbo": 7693,
"sufficient_detergent": 14096,
"get_responsible": 6188,
"set_new_status": 13218,
"log_event": 8107,
"resposnible": 12506,
"takeover": 14274,
"max_prob": 8465,
"salmonella": 12814,
"is_contaminated": 7565,
"bad_smell": 1572,
"dehydration": 3790,
"handful": 6483,
"site": 13454,
"toilethyginecement": 14977,
"gain": 5999,
"bathroom_visits": 1629,
"water_level_in_tank": 16650,
"usage_of_air_freshener": 16036,
"low_visit_threshold": 8205,
"medium_visit_threshold": 8585,
"high_visit_threshold": 6772,
"dirty_threshold": 4180,
"watery_threshold": 16711,
"infrequent_wash_threshold": 7270,
"bin_edges": 1759,
"visit_counts": 16392,
"retbins": 12554,
"air_fresheners": 921,
"low_visit_idx": 8204,
"med_visit_idx": 8557,
"hi_visit_idx": 6721,
"dirty_idx": 4170,
"watery_idx": 16709,
"infreq_wash_idx": 7267,
"low_count": 8165,
"med_count": 8549,
"hi_count": 6718,
"dirty_prop": 4174,
"watery_prop": 16710,
"infreq_wash_prop": 7268,
"high_count": 6729,
"fecal_oral_contact": 5456,
"oral": 10405,
"simulate_cleaning": 13397,
"entry_time": 4875,
"sleeping": 13483,
"handwash_duration": 6522,
"exit_time": 5127,
"total_restroom_duration": 15147,
"haar": 6435,
"cascade": 2219,
"hand_cascade": 6457,
"analyze_water_quality": 1115,
"suggest_installation": 14107,
"puttext": 11755,
"font_hershey_simplex": 5812,
"safety_question": 12806,
"behavioural_change_question": 1687,
"confidence_in_advice_question": 3065,
"environmental_contamination_question": 4893,
"efficacy": 4673,
"assessments": 1352,
"other_risks_question": 10453,
"beliefs": 1694,
"aid": 898,
"targeted": 14308,
"revisit_assessment_question": 12601,
"y_hat_corr": 17072,
"rmse_corr": 12673,
"r2_corr": 11830,
"corrections": 3294,
"antibiotic": 1170,
"prescribed": 11331,
"root_folders": 12718,
"5e": 326,
"gases": 6015,
"avg_daily_flush_volume": 1473,
"low_water_threshold": 8207,
"medium_water_threshold": 8586,
"high_water_threshold": 6774,
"grouped_by_user": 6394,
"ethics_flag": 4970,
"restroom_log": 12524,
"ninitial": 9479,
"cleaning_methods": 2699,
"check_credentials": 2353,
"analyze_urine_sample": 1113,
"practice1": 11219,
"practice2": 11220,
"credential": 3402,
"valid_users": 16230,
"expert_clean": 5174,
"intermediate_clean": 7480,
"beginner_clean": 1672,
"wool": 16945,
"swabbing": 14193,
"toilethyg": 14938,
"toiletcleaningfor": 14917,
"analysisforexperts": 1082,
"elseor": 4716,
"statementsto": 13870,
"handlve": 6494,
"caserelated": 2231,
"tothe": 15172,
"privacyand": 11472,
"runto": 12773,
"ensueyourcontrolflowlogicisclearandelsewell": 4842,
"high_toiletyginece": 6768,
"snake_case": 13537,
"datetime64": 3623,
"newcols": 9373,
"colname": 2851,
"ns": 9806,
"no_of_cleaners": 9582,
"number_of_cleaners": 10037,
"most_common_reason": 8979,
"least_common_reason": 7915,
"read_input_data": 11922,
"handwash_after_toilet": 6507,
"argumentcalled": 1280,
"perceptionof": 10873,
"othersin": 10458,
"anif": 1131,
"theuser": 14534,
"anappropriatewarningmessage": 1124,
"ifthe": 7001,
"neutralvalue": 9304,
"noprintstatementis": 9666,
"defineafunctioncalledmain": 3774,
"whichincludes": 16842,
"awhile": 1523,
"userfor": 16161,
"thewhileloop": 14536,
"functionwith": 5984,
"forthe": 5855,
"current_area": 3485,
"quarters": 11800,
"pixel_array": 11006,
"images_folder": 7040,
"image_paths": 7032,
"differs": 4092,
"cr": 3375,
"presence_of_urinals": 11351,
"handwashing_after_using_the_toilet": 6556,
"use_of_disinfectant": 16066,
"other_infection_control_measures": 10447,
"additional_areas": 763,
"nour": 9736,
"usage_list": 16035,
"cleanliness_list": 2718,
"best_bathroom": 1711,
"workdays": 16964,
"possible_best_bathroom": 11163,
"candidate": 2184,
"usage_count": 16030,
"best_daily_usage_count": 1715,
"best_details": 1716,
"selva86": 13113,
"most_trusted_city": 8986,
"country_performance": 3357,
"best_country": 1714,
"barplot": 1591,
"hue": 6885,
"palette": 10652,
"husl": 6905,
"boxenplot": 1927,
"showmeans": 13341,
"meanline": 8527,
"fliersize": 5673,
"whiskerprops": 16846,
"performers": 10894,
"sizes": 13465,
"legend": 7935,
"tight_layout": 14625,
"predicted_dry": 11268,
"trains": 15259,
"goto": 6320,
"inverted": 7521,
"washroom_usage": 16578,
"answer_list": 1160,
"tempreture": 14406,
"expertly": 5201,
"take_necessary_action": 14267,
"schedule_cleaning": 12928,
"nscheduling": 9810,
"hygieiene": 6935,
"mockup_data": 8865,
"sc": 12899,
"60ml": 333,
"u80ml": 15582,
"bb1": 1645,
"b2": 1530,
"b3": 1531,
"b4": 1532,
"freshcare": 5935,
"900ml": 423,
"pine": 10987,
"sol": 13616,
"ounce": 10461,
"pack": 10629,
"tilex": 14631,
"fl": 5660,
"tide": 14620,
"pods": 11074,
"pacs": 10635,
"encode_categoricals": 4775,
"impute_continuous_variables": 7119,
"create_dummies": 3388,
"estimates": 4949,
"_get_numeric_data": 516,
"interquartile": 7492,
"dropped_rows": 4507,
"dfg": 4040,
"categorial": 2247,
"representations": 12357,
"continous": 3234,
"estimators": 4953,
"imputed": 7122,
"cont_cols": 3183,
"infants": 7235,
"haze": 6659,
"pooling": 11111,
"sludge": 13499,
"muck": 9028,
"penetration": 10834,
"chamber": 2309,
"smoker": 13523,
"residence": 12421,
"urinestain": 16013,
"washroom_organized": 16571,
"reliability_input": 12184,
"discouraged": 4227,
"nhovering": 9453,
"anal": 1070,
"scientifically": 12942,
"disasters": 4212,
"unhandwashed": 15673,
"toilet_odor_config": 14856,
"wet_wipe_walls": 16801,
"wall_area": 16469,
"no_of_rolls": 9585,
"per_meter": 10847,
"cost_per_roll": 3313,
"spray_amount": 13767,
"no_of_spray": 9586,
"price_per_spray": 11413,
"room_dimensions": 12704,
"estimating": 4950,
"behave": 1680,
"deodorizer_used": 3857,
"air_freshener_placed": 915,
"ttoilets": 15483,
"tdeodorizer": 14345,
"num_checks": 9912,
"init_cond": 7280,
"updated_condition": 15845,
"prev_cond": 11379,
"current_cond": 3487,
"vinegar_method": 16351,
"baking_soda_method": 1582,
"fizz": 5659,
"hygienist": 6956,
"teams": 14357,
"engineers_response": 4826,
"scientists_response": 12944,
"bad_input_response": 1567,
"analyze_washroom_usage": 1114,
"calculate_average_time": 2046,
"total_duration": 15124,
"daily_visit": 3576,
"avg_daily_visit": 1477,
"longest_stay": 8134,
"stayed": 13906,
"nusers": 10104,
"sue": 14089,
"ashish": 1310,
"rajat": 11851,
"determine_extreme_handwashing": 3971,
"inexperienced": 7232,
"anti": 1165,
"iso9000": 7612,
"sixsigma": 13461,
"iso": 7611,
"9000": 422,
"agile": 887,
"ethos": 4982,
"everythings": 5038,
"touched_dryer": 15184,
"summarize": 14126,
"num_washed": 10027,
"tp_usage": 15221,
"get_toilet_paper_usage": 6219,
"get_soap_usage": 6199,
"toilet_paper_threshold": 14866,
"soap_threshold": 13587,
"in_progress": 7132,
"expeert": 5151,
"priority_tasks": 11446,
"get_latest_expert_opinion": 6150,
"next_task": 9414,
"perform_next_task": 10888,
"start_cleaning": 13848,
"reevaluate": 12095,
"reassess_toilet_hygiene": 11970,
"preprocessor": 11327,
"prompt_for_consent": 11630,
"prompt_for_handwash": 11634,
"prompt_for_reason": 11638,
"ask_about_handwash": 1320,
"nreasons": 9775,
"assertions": 1345,
"class_label": 2566,
"dot_data": 4457,
"export_graphviz": 5226,
"out_file": 10470,
"class_names": 2567,
"special_characters": 13706,
"graph": 6345,
"graphviz": 6348,
"manipulation": 8362,
"graphs": 6347,
"builded": 1987,
"fittet": 5646,
"perfomance": 10879,
"cleaned_score": 2658,
"gut": 6426,
"fruits": 5957,
"vegetables": 16288,
"nutritional": 10108,
"workplaces": 16975,
"nutrition": 10107,
"possiblecauses": 11174,
"possiblesolutions": 11175,
"elses": 4717,
"toilethygene": 14942,
"observed_seat": 10186,
"personal_cleanliness": 10926,
"hired": 6806,
"citizens": 2550,
"type_of_dirt": 15552,
"visibile": 16375,
"hygeinace": 6921,
"denies": 3828,
"heatmap": 6688,
"annot": 1135,
"fmt": 5784,
"sticking": 13940,
"action_taken": 696,
"obj_func": 10150,
"minimizes": 8781,
"real_data": 11948,
"expert1": 5164,
"expert2": 5166,
"streaks": 13991,
"submerge": 14056,
"disinfect_tank": 4258,
"clean_inside_tank": 2604,
"blocking": 1801,
"num_trees": 10016,
"dtree": 4570,
"auc": 1415,
"roc_auc_score": 12689,
"predict_probas": 11260,
"designs": 3902,
"hardened": 6597,
"scraper": 12969,
"updated_privacy": 15863,
"get_expert_mode": 6128,
"activating": 704,
"deactivated": 3677,
"nlove": 9508,
"beautiful": 1651,
"wanted": 16485,
"nyours": 10142,
"truly": 15423,
"mommy": 8927,
"ncan": 9169,
"nlots": 9507,
"love": 8159,
"njust": 9495,
"kudos": 7781,
"fly": 5779,
"dictioanry": 4055,
"manages": 8353,
"simulate_water_level": 13425,
"water_logging": 16654,
"toileth": 14928,
"ygieiene": 17123,
"paramters": 10699,
"tru": 15420,
"feacal": 5414,
"mater": 8417,
"condtion": 3056,
"urinse": 16016,
"loggin": 8118,
"nrespond": 9794,
"get_odor_level": 6158,
"bowl_opacity": 1906,
"adjust_fan_speed": 792,
"divmod": 4396,
"tnext": 14742,
"adjusted_fan_speed": 798,
"tadjusted": 14253,
"review_cleaning_steps": 12589,
"lowtoilethygienedata": 8228,
"roc": 12688,
"curve": 3528,
"sensor_input": 13158,
"liquid_level": 8044,
"2cm": 213,
"buffer": 1985,
"experst": 5162,
"expert_consent": 5175,
"report_issue": 12343,
"conservative": 3140,
"std_steps": 13912,
"cons_steps": 3114,
"locks": 8103,
"ext_steps": 5240,
"analyze_toilet_hygeine": 1103,
"dirty_objects": 4173,
"int_input": 7444,
"current_toilet_hygiene": 3516,
"new_toilet_hygiene": 9365,
"current_toilet_gyiene": 3515,
"urine_diversion": 15983,
"gender_separated": 6043,
"valves": 16254,
"convenience": 3260,
"handsfree": 6501,
"plentiful": 11045,
"toiletareacleanliness": 14912,
"expertopinion": 5203,
"improvement_needed": 7108,
"verydirty": 16326,
"somewhatdirty": 13646,
"9am": 453,
"highrisk": 6785,
"lowsoap": 8225,
"ncongrats": 9191,
"impeccable": 7069,
"user_role": 16142,
"get_water_usage": 6238,
"check_maintenance_required": 2407,
"requires_maintenace": 12397,
"nmaintenance": 9516,
"water_flow_rate_threshold": 16635,
"num_factors": 9934,
"factor_value": 5338,
"cleanliness_weight": 2732,
"water_flow_rate_weight": 16636,
"extreme_toilet_hygiene_threshold": 5294,
"presence_of_bathtubs": 11336,
"type_of_flooring": 15553,
"is_building_new": 7561,
"age_of_building": 868,
"extreme_toilet_hygiene_score": 5293,
"p_cross_contaminate": 10613,
"p_wash_hands": 10627,
"p_flush": 10618,
"p_clean_seat": 10612,
"p_disinfect": 10616,
"p_change_paper": 10610,
"synthetic": 14217,
"ppl_density": 11213,
"urinewear": 16015,
"bodyweightkg": 1838,
"lowhygienic": 8223,
"split_data": 13745,
"fit_classifier": 5636,
"handwashingmodel": 6575,
"sav": 12873,
"pickle": 10974,
"toilet_paper_used": 14868,
"soap_dispenser_refills": 13573,
"paper_towel_rolls_removed": 10670,
"number_of_occupants": 10045,
"disallowed": 4208,
"demonstrating": 3823,
"c1": 2021,
"c2": 2022,
"assignments": 1360,
"curr_state": 3478,
"hygiene_status": 6949,
"x3": 17030,
"extremetoilethygiene": 5304,
"propercleaningforengineer": 11657,
"useofdisinfectant": 16092,
"frequencyofusage": 5926,
"faculty": 5346,
"borehole": 1858,
"updatetoilethygiene": 15896,
"predictedhygienelevel": 11279,
"calculate_lowtoilethygiene": 2086,
"troubles": 15419,
"160": 93,
"conservation": 3139,
"25lpd": 196,
"lpd": 8234,
"overgrowth": 10571,
"overly": 10578,
"valid_values": 16231,
"status_to_points": 13900,
"status_to_point": 13899,
"ultimate": 15603,
"unacceptable_odor": 15613,
"recommended_improvement": 12040,
"temperature_score": 14387,
"calculate_temperature_score": 2113,
"humidity_score": 6894,
"calculate_humidity_score": 2068,
"air_quality_score": 929,
"calculate_air_quality_score": 2042,
"suits": 14123,
"dry_condition": 4515,
"wet_condition": 16789,
"urine_condition": 15981,
"previous_count": 11403,
"prob_low": 11513,
"prob_high": 11503,
"p_handwash": 10619,
"prob_no_hw": 11516,
"prob_yes_hw": 11526,
"posterior": 11188,
"toilethegicne": 14935,
"need_handwash": 9248,
"compromises": 2993,
"regimes": 12128,
"keyerrors": 7738,
"reraise": 12399,
"caller": 2160,
"distinguish": 4373,
"status1": 13885,
"status2": 13886,
"congregating": 3103,
"receptacles": 12007,
"points_urine": 11094,
"points_feces": 11086,
"points_water": 11095,
"points_seat": 11092,
"urination_present": 15970,
"points_fecal": 11085,
"accumulated": 650,
"propertoiletcleaningforengineerforexperts": 11660,
"elifs": 4707,
"age_int": 867,
"accessing": 633,
"unsupervised": 15749,
"novices": 9740,
"aboutintermediate": 591,
"opacity_percentage": 10349,
"whetehr": 16836,
"check_handwash_after_toilet": 2385,
"toilets_inspected": 15016,
"percentage_clean": 10861,
"relate": 12163,
"cleanly": 2733,
"ninvestigate": 9486,
"number_of_peepers": 10049,
"manage_extreme_toilet_hygiene": 8340,
"911": 427,
"peeples": 10825,
"get_toilet_ethics": 6213,
"file_object": 5537,
"complained": 2953,
"water_in_liter": 16645,
"dilution": 4110,
"dilution_factor": 4111,
"calculate_odor_reduction": 2095,
"air_exchange_rate": 910,
"fan_power": 5396,
"360": 246,
"circulated": 2542,
"outdoor": 10487,
"watts": 16714,
"watt": 16712,
"\u2081\u2082": 17176,
"ductwork": 4574,
"exchange": 5082,
"diminishing": 4114,
"overventilating": 10590,
"tproper": 15231,
"tin": 14692,
"toveralls": 15191,
"overalls": 10553,
"severity_dict": 13256,
"update_result": 15818,
"disinfection_surfaces": 4271,
"lotion": 8155,
"barely": 1589,
"doorknobcleanliness": 4451,
"toilethandlecleanliness": 14931,
"tapcleanliness": 14300,
"transformed_sentence": 15311,
"dry_response": 4527,
"wet_response": 16794,
"unknown_response": 15697,
"toilet_water_level": 14907,
"flush_volume": 5748,
"bowl_water_level": 1919,
"residual_volume": 12428,
"homeowner": 6835,
"undisturbed": 15658,
"is_water_safe": 7595,
"nprocess": 9766,
"posing": 11149,
"hand_drying_time": 6463,
"sensor_error": 13157,
"sim_results": 13380,
"avg_result": 1495,
"take_noaction": 14269,
"improve_hygiene": 7104,
"upgrade_system": 15903,
"fix_problem": 5651,
"replace_parts": 12315,
"redesign_entirely": 12083,
"finalize_upgrade": 5599,
"toilet_safety": 14873,
"fusermount": 5995,
"thello": 14512,
"theory": 14522,
"calculate_odor": 2092,
"regression_results": 12136,
"simulate_reliable_sensor": 13413,
"simulate_unreliable_sensor": 13421,
"alarm": 952,
"uncertain": 15623,
"sleeps": 13484,
"twelve": 15533,
"signal": 13363,
"unintended": 15683,
"selected_bias": 13094,
"visit_time": 16396,
"dry_cleaned": 4514,
"paper_used": 10672,
"reliable_expert": 12196,
"frequency_score": 5924,
"duration_score": 4598,
"waterstains": 16703,
"layman": 7879,
"transformed_toilet": 15314,
"default_transformed_toilet": 3754,
"transformed_toilets": 15316,
"generate_comment": 6056,
"arbitrary": 1247,
"cleaning_factors": 2692,
"wetwipes": 16815,
"days_since_modified": 3662,
"handwashing_after_toilet_threshold": 6554,
"toileting_behaviours_threshold": 14988,
"total_handwashings": 15127,
"total_toileting_behaviours": 15157,
"num_patients": 9975,
"handwashings": 6576,
"toileting_behaviours": 14987,
"toiletings": 14991,
"total_toileting_behaviors": 15156,
"toileting_behaviors": 14985,
"patient_id": 10778,
"toileting_behaviors_threshold": 14986,
"exhibited": 5116,
"avg_handwashing_rate": 1484,
"percent_poor_hygiene": 10856,
"constipation": 3163,
"last_waste": 7839,
"specimen": 13720,
"rejected": 12155,
"stool_presence": 13957,
"layer_1": 7874,
"layer_2": 7875,
"layer_3": 7876,
"output_layer": 10521,
"input_layer": 7349,
"nloss": 9506,
"sigmoidal": 13359,
"neurons": 9300,
"tuning": 15496,
"forests": 5831,
"gradient": 6333,
"boosted": 1855,
"lenght": 7943,
"min_space": 8742,
"check_door": 2355,
"obstruct": 10194,
"check_clearance_behind_door": 2350,
"clearance": 2754,
"check_natural_light": 2408,
"check_good_ventilation": 2382,
"privacy_pref": 11465,
"reuse": 12576,
"metric": 8646,
"min_val": 8752,
"max_val": 8478,
"closest": 2781,
"diff_to_min": 4085,
"diff_to_max": 4084,
"nearest_outlier_indices": 9233,
"nearest_outliers": 9234,
"most_different_row": 8981,
"worst_by_odor": 16991,
"worst_by_bact": 16990,
"nworst": 10136,
"worst_by_water": 16992,
"water_in_bowl_present": 16642,
"paper_seat_presence": 10669,
"air_freshener_used": 919,
"inspector": 7397,
"no_running_water": 9593,
"missing_seat_cover": 8835,
"smelly_or_musty_odor": 13518,
"floorboards": 5708,
"update_high_toilethygen": 15791,
"updatestatus": 15895,
"enter_new_status": 4853,
"evaporates": 5019,
"rid": 12619,
"transforming_low_toilet_hygiene_managing_toilet_odours_for_engineers_by_experts": 15322,
"locally": 8090,
"task_dict": 14315,
"encapsulate": 4768,
"encapsulate_pipes": 4769,
"seal_floor": 13003,
"ventilate_bathroom": 16293,
"other_task": 10455,
"selected_function": 13097,
"is_dry_run": 7571,
"wraps": 17005,
"wrapping": 17004,
"fills": 5562,
"cracks": 3378,
"silicone": 13377,
"caulk": 2264,
"crevices": 3408,
"widows": 16866,
"painting": 10646,
"store_true": 13967,
"recommended_handwash_times": 12039,
"strongly_agree": 14020,
"neither_agree_nor_disagree": 9284,
"strongly_disagree": 14021,
"p_low": 10621,
"p_med": 10622,
"p_high": 10620,
"clean_with_bleach": 2639,
"disinfect_with_alcohol": 4259,
"sterilize_with_autoclave": 13937,
"get_user_name": 6232,
"autoclave": 1429,
"get_page": 6159,
"scrape_toilethygine": 12967,
"base_url": 1599,
"topic_url": 15094,
"healthyschool": 6681,
"infectioncontrol": 7238,
"toilethandhygiene": 14930,
"htm": 6880,
"full_url": 5970,
"divs": 4397,
"main_divs": 8281,
"maincontent": 8283,
"titles": 14715,
"tags": 14255,
"paras": 10700,
"para": 10679,
"select_one": 13091,
"scraped": 12968,
"harmless": 6603,
"gas_type": 6014,
"ionization": 7542,
"tform": 14477,
"expertise_level": 5200,
"nmodel": 9527,
"relationship": 12167,
"nswitch": 9853,
"average_value": 1458,
"sixty": 13462,
"renovation": 12281,
"fly_presence": 5780,
"recent_renovations": 11999,
"prefix_sep": 11304,
"savez": 12891,
"preproccessed_data": 11315,
"display_toilette_hygiene": 4339,
"etiquettes": 4988,
"ques": 11807,
"option1": 10396,
"option2": 10397,
"option3": 10398,
"option4": 10399,
"handrub": 6496,
"communal": 2923,
"dt_string": 4568,
"basin": 1609,
"nfloor": 9429,
"basins": 1610,
"nbare": 9150,
"nanyone": 9123,
"anytime": 1178,
"nnot": 9544,
"nvery": 10111,
"shaving": 13292,
"legs": 7937,
"teachers": 14354,
"action_num": 690,
"get_toilet_odor": 6217,
"monitor_thread": 8937,
"threading": 14563,
"thread": 14562,
"monitor_toilets": 8938,
"alert_thread": 967,
"send_alerts": 13121,
"file_extensions": 5532,
"input_path": 7357,
"bad_folder": 1563,
"subfolder": 14050,
"spectrum": 13723,
"105": 53,
"3x3": 268,
"odorcontrol": 10273,
"cleaning_points": 2700,
"maintenance_points": 8303,
"odorcontrol_points": 10274,
"lowest_score": 8221,
"best_expert": 1717,
"insides": 7378,
"fog": 5789,
"toilets_checked": 15007,
"current_toilet": 3514,
"observed_urine": 10187,
"dry_or_wet": 4524,
"soap_or_nosoap": 13578,
"standardized": 13834,
"cond_code_ethics": 3033,
"get_recs": 6181,
"reordered_cols": 12288,
"schema": 12935,
"examiners": 5053,
"handwashafteruse": 6539,
"valid_consents": 16225,
"valid_conents": 16224,
"odor_type": 10271,
"odor_label": 10253,
"resp_status": 12444,
"transforming_extreme_toilet_hygiene": 15321,
"bedrooms": 1661,
"neatly": 9238,
"ndisabling": 9216,
"nfrom": 9433,
"resume": 12545,
"fore": 5827,
"reset_all": 12415,
"navoiding": 9144,
"acid": 663,
"ethyl": 4984,
"esters": 4945,
"faee": 5356,
"kjeldahl": 7761,
"nitrogen": 9494,
"tkn": 14722,
"lm": 8072,
"efcb": 4665,
"enterococci": 4862,
"eec": 4664,
"ndataframe": 9207,
"nupdate": 10091,
"streptococcus": 14000,
"tolerate": 15049,
"nlevels": 9502,
"centimeter": 2290,
"fecal_coliform": 5443,
"bact_count": 1546,
"max_fecal": 8445,
"min_ph": 8734,
"max_bact": 8435,
"exceeding": 5061,
"4000": 271,
"toward": 15192,
"maintainig": 8294,
"air_dryer_usage": 909,
"use_air_dryer": 16050,
"hygeinc": 6922,
"check_extreme_toilet_odor": 2365,
"pros": 11672,
"cons": 3113,
"affordable": 850,
"expense": 5152,
"upfront": 15901,
"lasting": 7841,
"relief": 12219,
"misunderstanding": 8841,
"more_dirt": 8963,
"no_handwash_needed": 9572,
"observation_one": 10176,
"17t10": 103,
"observation_two": 10177,
"17t12": 104,
"compromise": 2991,
"wasting": 16611,
"violet": 16361,
"rays": 11904,
"permutations": 10909,
"handwashing_after_toilet": 6553,
"toilet_flushing": 14808,
"num_samples": 10000,
"timetonextflush": 14690,
"handwashingafterusingthetoilet": 6574,
"walked": 16466,
"calculate_toiletries": 2126,
"liberal": 7972,
"attitudes": 1409,
"views": 16346,
"transformed_phrase": 15307,
"vigilance": 16347,
"emphasis": 4743,
"modifier": 8905,
"magnitude": 8277,
"update_toilet_analysis": 15825,
"doc": 4410,
"make_sure_all_restrooms_have_enough_cleaning_supplies": 8315,
"schedule_regular_inspections": 12930,
"train_staff_on_proper_hygiene_practices": 15252,
"ensure_restroom_is_stocked_with_necessary_products": 4844,
"clean_and_disinfect_toilets_daily": 2586,
"report_any_issues_immediately": 12337,
"get_toilet_cleanliness_score": 6210,
"has_visible_urine": 6643,
"has_feces": 6620,
"2are": 210,
"3is": 266,
"mean_scores_by_region": 8523,
"most_clean_region": 8976,
"least_clean_region": 7913,
"max_acceptable": 8430,
"quartiles": 11803,
"quartile1": 11801,
"quartile3": 11802,
"sorted_data": 13666,
"handhygienepre": 6484,
"agecat": 871,
"traveltime": 15377,
"wealthindex": 16735,
"havechildren": 6653,
"highestedu": 6779,
"urbanrural": 15933,
"employstat": 4753,
"toiletpartner": 15000,
"jamovi": 7660,
"times_washed": 14683,
"tp_thresholds": 15220,
"adjacent": 790,
"dirty_thresholds": 4181,
"num_pixels_above_threshold": 9984,
"getbbox": 6242,
"most_dirtiest_index": 8982,
"kids": 7748,
"chores": 2515,
"friend": 5947,
"visit_date": 16393,
"dirty_surroundings": 4178,
"when_washed": 16828,
"time_since_last_handwash": 14657,
"adequately": 783,
"inadequately": 7134,
"days_until_next_handwash": 3667,
"dayofweek": 3632,
"conflicts": 3090,
"dmidecode": 4401,
"toilet_urine_colors": 14899,
"too_light": 15064,
"too_dark": 15061,
"no_fecal_matter": 9564,
"tgreat": 14480,
"pressing": 11372,
"notconsented": 9703,
"repromptuserforconsent": 12364,
"yesconsented": 17119,
"invalidinputerror": 7517,
"noconsented": 9621,
"promptingusertowashhandsagain": 11645,
"transform_toilets": 15291,
"hinderance": 6797,
"reassurance": 11973,
"raw_data_file": 11898,
"processed_data_file": 11565,
"figures_dir": 5528,
"figures": 5527,
"mortality": 8974,
"trmse": 15417,
"add_subplot": 751,
"toilet_hygiene_regression": 14826,
"professions": 11600,
"backgrounds": 1539,
"lawyer": 7871,
"ceo": 2292,
"minimum_handwashing_percentage": 8785,
"reccomendation_percentage": 11984,
"safetymeasures": 12809,
"safeties": 12796,
"locale": 8088,
"prompt_list": 11640,
"response_list": 12473,
"whatever": 16823,
"toilet_use_responses": 14903,
"handwash_after_toilet_responses": 6508,
"chatbot": 2340,
"next_step": 9413,
"5pm": 330,
"conversational": 3264,
"preserving": 11368,
"analyze_toilet_usage": 1108,
"client": 2761,
"violation_list": 16359,
"seat_up": 13042,
"improper_flush": 7100,
"incorrect_flush": 7174,
"check_toilets": 2445,
"checked_toilet": 2464,
"_washed": 570,
"_checked": 491,
"trend": 15398,
"engineered": 4822,
"prob_contaminated": 11494,
"toilethandwashing": 14933,
"workspace_safe": 16981,
"cleaned_on": 2655,
"getscore": 6257,
"council": 3325,
"complaintcount": 2957,
"100cfu": 45,
"alarms": 954,
"sounded": 13686,
"adafruit_seesaw": 720,
"seesaw": 13083,
"board": 1829,
"busio": 2005,
"digitalio": 4098,
"i2c": 6968,
"bus": 2002,
"scl": 12947,
"sda": 12999,
"ss": 13806,
"digitalinout": 4097,
"d4": 3561,
"measure_fecal_coliforms": 8533,
"adc_pin": 728,
"adc6": 727,
"set_input_gain": 13216,
"adc": 726,
"settle": 13237,
"microvoltages": 8661,
"raw_reading": 11901,
"get_": 6081,
"65536": 349,
"voltage": 16427,
"879": 410,
"166": 98,
"cf": 2298,
"play_alarm": 11035,
"threshhold": 14577,
"no_of_noshows": 9584,
"noshow_count": 9688,
"perc_no_show": 10848,
"thershold": 14531,
"counted": 3347,
"hands_sanitized": 6499,
"reapply": 11955,
"action_item": 683,
"action_items": 684,
"le_cols": 7889,
"le_": 7888,
"inverse_transform": 7520,
"col2": 2829,
"col3": 2830,
"transfomred_data": 15267,
"encoder": 4778,
"inverse": 7519,
"desirability": 3903,
"observer": 10188,
"felt": 5493,
"pressured": 11374,
"exaggerated": 5049,
"flushing_method": 5766,
"extreme_risk": 5284,
"male_assessment": 8322,
"female_assessment": 5495,
"updated_hygiene": 15854,
"cummulative_probabilities": 3449,
"cumsum": 3450,
"distrubution": 4379,
"chosen_index": 2519,
"turtle": 15519,
"obj_found": 10149,
"move_time": 8998,
"check_object_present": 2411,
"obstacles": 10193,
"bgcolor": 1739,
"create_toilet": 3393,
"add_objects": 747,
"exitonclick": 5130,
"all_objects": 979,
"get_distance": 6116,
"toilet_hygiene_distance": 14819,
"simulate_movement": 13409,
"new_pos": 9341,
"get_new_position": 6153,
"toilet_movement_distance": 14851,
"move_object": 8996,
"xdiff": 17053,
"ydiff": 17088,
"penup": 10835,
"pendown": 10833,
"situational": 13458,
"obstacle": 10192,
"nimages": 9471,
"puddles": 11725,
"shining": 13303,
"populationdensity": 11136,
"sanitize_input": 12847,
"cleaned_trap": 2670,
"soap_score": 13583,
"flush_score": 5738,
"cleaned_trap_score": 2671,
"soap_weightage": 13593,
"handwash_weightage": 6538,
"flush_weightage": 5749,
"cleaned_trap_weightage": 2672,
"percenatge": 10851,
"sanitized_soap": 12857,
"sanitized_handwash": 12856,
"sanitized_flush": 12855,
"sanitized_cleantrap": 12853,
"current_condition": 3488,
"dilute": 4108,
"transformed_toilet_hygiene": 15315,
"missing_data": 8830,
"bathroom_visit_list": 1628,
"did_they_wash_hands": 4072,
"occasion": 10202,
"people_per_hour": 10842,
"handwashing_time": 6573,
"water_consumption_factor": 16625,
"overflow_severity_threshold": 10562,
"contaminant_levels": 3203,
"severe_overflows": 13248,
"simulate_single_flush": 13415,
"people_in_washroom": 10841,
"waste_generated_per_flush": 16593,
"volume_of_waste": 16429,
"time_required_for_one_flush": 14653,
"accumulated_time": 651,
"current_level_of_contamination": 3497,
"duration_of_current_flush": 4594,
"severity_of_overflow": 13258,
"populations": 11137,
"check_hygine": 2391,
"needs_attention": 9260,
"check_odor": 2412,
"visibly_dirty": 16390,
"lid_not_down": 7985,
"loose_lid": 8148,
"dirty_tank": 4179,
"leaky_tank": 7901,
"slippery_floor": 13492,
"slipping": 13493,
"fastened": 5403,
"ternery": 14429,
"return_value": 12566,
"area_cleanliness": 1258,
"mapped": 8372,
"update_toilet_hygiene2": 15827,
"status_lookup": 13890,
"check_current_status": 2354,
"analyze_log_files": 1097,
"visual_score": 16413,
"evaluate_visual_hygiene": 5011,
"questionnaire_scores": 11817,
"evaluate_questionnaire": 5010,
"cctv": 2276,
"ids": 6988,
"log_folder": 8110,
"no_usage_count": 9602,
"high_traffic_hours": 6769,
"camera_id": 2168,
"next_cleaning": 9395,
"next_cycle": 9398,
"floor_wet": 5705,
"presen": 11333,
"badodor": 1576,
"user_awareness": 16104,
"consenred": 3118,
"detect_extreme_hygiene": 3927,
"detects": 3955,
"avg_bact": 1465,
"num_excessive": 9931,
"chosen_method": 2520,
"remaining_probs": 12235,
"new_proba": 9345,
"recompute": 12047,
"fecal_matter_score": 5453,
"urine_odor": 15989,
"treat_odor": 15382,
"x_train_transformed": 17049,
"ecolilimit": 4646,
"phlimit": 10953,
"laser": 7822,
"unreliable_sensors": 15731,
"magnetic": 8276,
"check_sensor": 2427,
"_get_random_sensor": 518,
"_get_toilet_area_clean_status": 522,
"cancel": 2178,
"new_odor_level": 9337,
"resolve": 12435,
"user_name": 16133,
"busy": 2006,
"next_reason": 9407,
"preparation": 11310,
"puiblic": 11726,
"npublic": 9771,
"nprivate": 9762,
"slowly": 13497,
"phosphate": 10958,
"whoismostresponsible": 16856,
"duplicated": 4586,
"get_responsibility": 6187,
"new_method": 9331,
"aside": 1317,
"equaling": 4914,
"toilet_logs": 14841,
"fromisoformat": 5952,
"water_height": 16639,
"calculate_low_bathing": 2072,
"cleaning_factor": 2691,
"lth_calculation": 8242,
"self_clean": 13111,
"tottime": 15177,
"lthscore": 8246,
"nlth": 9511,
"gastroenteritis": 6018,
"selfclean": 13112,
"alwaysemptied": 1028,
"scarce": 12913,
"assoapandpapertowels": 1368,
"trashcans": 15367,
"scattered": 12916,
"onwards": 10345,
"get_date": 6113,
"data_folder": 3602,
"report_template": 12345,
"final_report": 5592,
"report_": 12336,
"reliabiliy": 12189,
"template_file": 14395,
"file_": 5530,
"waterqual": 16698,
"wastemanag": 16607,
"healthfacil": 6677,
"latrinesize": 7864,
"urban": 15931,
"rural": 12774,
"genderdiversity": 6046,
"diversity": 4387,
"waterqualitysupply": 16701,
"wastemanagement": 16608,
"healthfacilities": 6678,
"freq_to_score": 5905,
"keysin": 7742,
"thecorresponding": 14504,
"itreturns": 7653,
"itwith": 7657,
"fourdifferentinputs": 5868,
"foran": 5821,
"passthevalue": 10757,
"theoutput": 14523,
"correctscoresare": 3298,
"returnedfor": 12569,
"eachvalid": 4620,
"anerrormessageis": 1129,
"fortheinvalid": 5856,
"tracked": 15241,
"codewithharry": 2816,
"cleanliness_awareness": 2710,
"washroom_design": 16568,
"toiletheadcount": 14934,
"skill_level": 13470,
"capturing": 2203,
"maintain_toilet_hygiene": 8289,
"cap": 2192,
"accessories": 634,
"towelgray": 15202,
"soaphyrg": 13595,
"hdyrgryp": 6665,
"min_loc": 8725,
"max_loc": 8454,
"minmaxloc": 8799,
"result3": 12532,
"driers": 4489,
"reliable_output": 12200,
"unreliable_but_cleanable_output": 15727,
"unreliable_and_uncleanable_output": 15726,
"positioned": 11151,
"unncleanable": 15704,
"most_reliable_toilet": 8984,
"final_output": 5589,
"discretely": 4236,
"determine_handwashing": 3978,
"obs1": 10167,
"obs2": 10168,
"obs3": 10169,
"rinsed": 12640,
"obs4": 10170,
"usage_amount": 16027,
"equivalent": 4923,
"recycled": 12078,
"trauma": 15369,
"traumatic": 15370,
"opener": 10360,
"1mextreme": 121,
"92mtoilet": 431,
"detect_occupancy": 3936,
"trigger_dry_flush": 15407,
"nurse": 10096,
"need_hw": 9249,
"trends": 15399,
"cfm": 2299,
"fahrenheit": 5357,
"profesional": 11586,
"rims": 12630,
"follwed": 5810,
"nbonus": 9159,
"astor": 1379,
"cleandoc": 2642,
"parse_file": 10715,
"to_source": 14756,
"exec": 5098,
"globals": 6282,
"noqa": 9667,
"days_between_handwashes": 3640,
"number_of_patients": 10047,
"standalone": 13827,
"wipe_area": 16891,
"nsurrounding": 9852,
"more_rooms": 8966,
"reset_vars": 12417,
"resets": 12418,
"check_spillage": 2432,
"check_seat_down": 2424,
"toilethygieneprofessionaldata": 14961,
"x_train_counts": 17047,
"x_test_counts": 17043,
"multinomial": 9035,
"mentioned_in_who": 8607,
"did_contaminate": 4066,
"concluded": 3024,
"repetition": 12303,
"sensor1": 13148,
"sensor2": 13150,
"immaculately": 7058,
"img1": 7044,
"disgustingly": 4250,
"img2": 7045,
"no_score": 9594,
"yes_with_soap_and_water": 17117,
"yes_without_soap_or_water": 17118,
"no_soap_no_water": 9596,
"determine_handwash_hygiene": 3977,
"handwash_hygiene": 6526,
"transparacy": 15336,
"samle": 12816,
"floss": 5714,
"n_questions": 9083,
"minu": 8809,
"bowlclean": 1920,
"seatcond": 13044,
"tot_scoress": 15107,
"monetization": 8931,
"cookies": 3275,
"browse": 1967,
"use_outlier_detection": 16067,
"filtered_data": 5570,
"updated_mean": 15858,
"updated_median": 15859,
"updated_mode": 15861,
"updated_var": 15881,
"updated_std": 15871,
"statistic": 13878,
"seat_threshold": 13038,
"lid_threshold": 7989,
"bowl_threshold": 1916,
"calculate_component_cleanliness": 2049,
"lid_cleanliness": 7980,
"image_array": 7026,
"preprocessed_img": 11323,
"preprocess_image": 11318,
"component_area": 2978,
"component_cleanliness": 2979,
"grayscale_img": 6356,
"color_rgb2gray": 2861,
"tuned": 15494,
"doctors": 4421,
"nurses": 10100,
"toilet_flush": 14805,
"initialization": 7295,
"upper_fence": 15915,
"lower_fence": 8213,
"quantiles": 11793,
"contributions": 3254,
"dependencies": 3869,
"conda": 3034,
"gine": 6267,
"sanilzer": 12839,
"enclosed": 4770,
"root_folder": 12717,
"responsibility_level": 12481,
"responsible_for": 12492,
"nresponsibilities": 9795,
"enforce_handwash_policy": 4809,
"hospital": 6846,
"airport": 950,
"grocery": 6380,
"polices": 11098,
"kno": 7766,
"traps": 15363,
"target_odor": 14306,
"initial_bacteria": 7284,
"3e6": 264,
"calculate_disinfectant_dose": 2054,
"dispense_disinfectant": 4287,
"dispense": 4286,
"dosages": 4455,
"maintenance_dosage": 8301,
"user_dosage": 16114,
"tmaintenance": 14733,
"transformers": 15319,
"onehotencoder": 10336,
"justifications": 7706,
"risk_categories": 12652,
"factor_importances": 5335,
"feature_importances_": 5431,
"top_five_factors": 15086,
"sorted_recs": 13677,
"transparencuity": 15342,
"rule1": 12747,
"rule2": 12748,
"urine_concentration": 15980,
"rule3": 12749,
"replace_bowl": 12307,
"encourage_reduced_use": 4787,
"flushmode": 5772,
"manual_push": 8365,
"emergency_pull": 4733,
"pull": 11727,
"_transform_toilet": 558,
"cord": 3282,
"modes": 8899,
"pushbutton": 11751,
"pullcord": 11728,
"closure": 2785,
"updated_contents": 15848,
"tightly": 14627,
"removable": 12260,
"propertoilethygienescript": 11661,
"haswater": 6648,
"askforwater": 1332,
"openlidandremovesolidwastefrombowl": 10363,
"scrubbowlcleanusingbrush": 12995,
"rinsebowlthoroughlyunderrunningwater": 12639,
"closelidafteruse": 2777,
"isseatremovable": 7619,
"washseatseparatelyusingsoapandwarmwater": 16580,
"flushthetoiletandcheckforleaks": 5775,
"leakdetected": 7897,
"detectleak": 3951,
"fixleak": 5655,
"leakages": 7896,
"fixes": 5653,
"fixing": 5654,
"bowl_reliability": 1907,
"seat_reliability": 13031,
"floor_reliability": 5700,
"nbowl": 9161,
"nurgent": 10094,
"level_of_cleanliness": 7962,
"allowed_frequencies": 986,
"simulate_user": 13422,
"professional_responsibilities": 11592,
"midwife": 8675,
"physiotherapist": 10968,
"toileting_behavior": 14984,
"number_of_washes": 10063,
"number_of_washs": 10064,
"consent_dict": 3125,
"greedy": 6363,
"white_msg": 16849,
"black_msg": 1786,
"budgetary": 1984,
"greedy_msg": 6364,
"funds": 5989,
"toilet_seat_is_down": 14885,
"toilet_seat_is_up": 14886,
"luxury": 8257,
"upgrades_needed": 15906,
"req": 12368,
"meets_standard": 8594,
"perform_upgrades": 10890,
"amount_of_tp": 1059,
"your_sender_email": 17144,
"your_password": 17142,
"your_receiver_email": 17143,
"has_sufficient_water": 6636,
"__user__": 467,
"nregards": 9784,
"__author__": 456,
"nemail": 9286,
"mildy": 8685,
"cleaning_products": 2702,
"perform_cleaning": 10883,
"eyewear": 5312,
"use_chemicals": 16058,
"disinfect_bowl": 4256,
"positive_dir": 11154,
"negative_dir": 9272,
"x_pos": 17038,
"y_pos": 17074,
"x_neg": 17036,
"y_neg": 17073,
"imbalanced": 7041,
"precision": 11235,
"recall": 11982,
"curves": 3529,
"f1": 5313,
"get_extreme_toilet_hygiene": 6130,
"dir_contents": 4123,
"txt_files": 15545,
"utf8": 16182,
"num_occurrences": 9963,
"parent_dir": 10702,
"risk_levels": 12659,
"pn": 11070,
"pp": 11210,
"if_statement": 6997,
"educationa": 4661,
"hanwashing": 6585,
"techniquees": 14363,
"days_since_last_use": 3661,
"mesage": 8616,
"housemate": 6870,
"count_of_spray": 3340,
"count_of_wipe": 3341,
"count_of_mop": 3339,
"tp_rolls": 15218,
"issued": 7628,
"mypy": 9063,
"packages": 10631,
"reusability": 12574,
"odor_control_method": 10245,
"unglazed": 15671,
"airflow_rating": 942,
"check_extremetoilethygiene": 2367,
"license": 7978,
"mit": 8843,
"metavar": 8637,
"nsuggesting": 9848,
"misuse": 8842,
"ndirty": 9215,
"new_": 9308,
"nchanges": 9174,
"conversion": 3265,
"kelvin_to_celcius": 7727,
"fahrenheit_to_celcius": 5358,
"bact_growth_temp_range": 1549,
"temperatues": 14384,
"bact_growth_optimum": 1548,
"optimum": 10394,
"bact_death_temp": 1547,
"ec_death_temp": 4640,
"water_temperature_c": 16680,
"air_temperature_c": 934,
"enviromental": 4887,
"env_score": 4882,
"hygie_score": 6932,
"thumidity": 14614,
"kelvin": 7726,
"audience": 1416,
"weighing": 16762,
"transformed_message": 15305,
"pail": 10643,
"people_with_disabilities": 10844,
"open_defecation": 10354,
"shared_taps": 13287,
"public_toilets": 11716,
"matched_rule": 8413,
"unmatched": 15703,
"possible_scores": 11172,
"chosen_score": 2526,
"probabilty_of_good_comment": 11540,
"good_comment": 6305,
"bad_comment": 1560,
"nshould": 9823,
"favors": 5413,
"44": 279,
"engineer_for_professionals": 4819,
"name_mapping": 9112,
"reporter_gender": 12351,
"reporter_age_group": 12349,
"reporter_ethnicity": 12350,
"victim": 16338,
"victim_offender_rel": 16339,
"perpetrator": 10915,
"perp_orientation": 10913,
"perp_gender": 10912,
"perp_race": 10914,
"conviction": 3273,
"perp_convicted": 10911,
"assault_type": 1339,
"loc_type": 8086,
"addr_type": 775,
"pivot": 11002,
"pct_chg_df": 10793,
"pct_change": 10792,
"detect_increase": 3931,
"inc_dec": 7138,
"inc_cities": 7137,
"renames": 12277,
"severalcategorical": 13244,
"get_dummiesmethod": 6120,
"theaverage": 14498,
"yearusing": 17096,
"groupbyand": 6388,
"itcalculates": 7634,
"thepercentage": 14524,
"changebetween": 2321,
"consecutiveyears": 3117,
"itdetermineswhethertherewasanincreaseordecrease": 7635,
"dry_off": 4523,
"modifies": 8906,
"modified_data": 8904,
"amount_of_faecalmatter": 1051,
"frequency_of_cleansing": 5916,
"gender_ratio": 6041,
"teenagers": 14367,
"urgency_of_need": 15936,
"cond1": 3031,
"cleanliness_status": 2729,
"ethnicty": 4981,
"attachments": 1389,
"aois": 1182,
"top_aoi": 15084,
"mid_aoi": 8663,
"bot_aoi": 1864,
"aoi": 1181,
"avg_top": 1501,
"avg_mid": 1487,
"avg_bot": 1467,
"professional_standards": 11594,
"total_obs": 15135,
"prop": 11651,
"nobservation": 9619,
"photography": 10962,
"presence_of_blood": 11337,
"safe_levels": 12791,
"testosterone": 14450,
"chronic": 2532,
"heart": 6685,
"bone": 1846,
"grains": 6337,
"proteins": 11680,
"sugar": 14101,
"exercises": 5112,
"cardiovascular": 2206,
"engaging": 4815,
"foods": 5816,
"colorful": 2866,
"veggies": 16289,
"protein": 11679,
"sugars": 14102,
"alcoholic": 963,
"drinks": 4494,
"muscle": 9052,
"strengthening": 13997,
"dietary": 4081,
"calories": 2164,
"variety": 16270,
"nutrient": 10106,
"losing": 8150,
"obesity": 10145,
"used_toilet": 16087,
"hours_since_meal": 6857,
"had_hand_washed": 6443,
"need_to_wash": 9250,
"check_low_hygiene": 2401,
"bad_msg": 1568,
"clean_age": 2585,
"clean_gender": 2602,
"clean_smoker": 2624,
"clean_householdsize": 2603,
"clean_region": 2618,
"agg_results": 882,
"float32": 5678,
"surveys_df": 14183,
"transparency_low": 15349,
"transparency_medium": 15350,
"transparency_high": 15346,
"visible_matter": 16383,
"init_prob": 7282,
"conditioning": 3052,
"north": 9686,
"america": 1039,
"bachelors": 1534,
"bachelor": 1533,
"diploma": 4119,
"graduates": 6336,
"collar": 2840,
"earning": 4624,
"annually": 1141,
"predicted_coughs": 11267,
"promotion": 11620,
"categorical_features": 2250,
"lbl": 7883,
"unequal": 15661,
"resampling": 12404,
"personal_action": 10924,
"professional_action": 11590,
"other_action": 10437,
"comb": 2882,
"razor": 11905,
"fungi": 5990,
"ethical_implications": 4965,
"conatinatnt": 3005,
"implication": 7077,
"_clean": 492,
"adolescent": 813,
"contact_with_confirmed_cases": 3185,
"quarantine": 11796,
"quarantining": 11797,
"seekign": 13076,
"attetion": 1408,
"adolesnts": 814,
"regurlaly": 12148,
"paretns": 10708,
"abotu": 588,
"potenital": 11194,
"transmssion": 15335,
"oyoug": 10604,
"chilrden": 2495,
"hme": 6817,
"encuragd": 4791,
"comp": 2934,
"toilethygie": 14944,
"hand_washing_before": 6475,
"hand_washing_after": 6474,
"facility_id": 5326,
"avg_visits": 1507,
"avg_daily_visits": 1478,
"trans_map": 15263,
"preprocessed_df": 11321,
"nsomeone": 9834,
"notherwise": 9712,
"has_marks": 6626,
"syntaxerror": 14216,
"good_threshold": 6310,
"poor_threshold": 11123,
"fair_threshold": 5373,
"transparency_points": 15351,
"image1": 7022,
"image2": 7023,
"image_1": 7024,
"image_2": 7025,
"gray_img1": 6352,
"gray_img2": 6353,
"tm_ccorr_normed": 14732,
"template_size": 14399,
"min_match_count": 8728,
"maxima": 8492,
"matched_area": 8412,
"non_zero": 9642,
"getodorscore": 6251,
"greenish": 6367,
"cream": 3384,
"bronzeville": 1964,
"8796": 411,
"6242": 339,
"englewood": 4828,
"7089": 369,
"6298": 341,
"grand": 6341,
"crossing": 3428,
"6811": 358,
"6156": 335,
"hyde": 6913,
"park": 10710,
"8649": 405,
"6341": 343,
"irving": 7556,
"9029": 424,
"6611": 351,
"overall_health": 10542,
"num_of_restrooms": 9968,
"washing_hands": 16552,
"spatula": 13703,
"nspray": 9837,
"nsimmer": 9824,
"tablespoons": 14244,
"chlorhexidine": 2498,
"gluconate": 6289,
"vomitus": 16433,
"vommitus": 16434,
"unidentified": 15681,
"odour_threshold": 10287,
"warning_level": 16498,
"co2": 2806,
"issuing": 7630,
"calculate_low_toilethygene": 2081,
"change_diaper": 2315,
"handwashing_score": 6566,
"diaperchanging_score": 4046,
"toothbrushing_score": 15077,
"flushtoiletting_score": 5777,
"smoker_status": 13524,
"qualify": 11787,
"water_level_threshold": 16652,
"maximums": 8498,
"minimums": 8795,
"max_odor": 8458,
"high_toiletries": 6766,
"pctiles": 10812,
"quantile_cols": 11792,
"q25": 11769,
"q75": 11775,
"cleaned_high_toiletries": 2650,
"flips": 5676,
"toilethygienelevel": 14959,
"num_stalls": 10008,
"lights_on_timer": 8013,
"lights_on_time": 8012,
"calculate_water_quality_score": 2139,
"calculate_waste_disposal_score": 2138,
"design_score": 3898,
"calculate_washroom_design_score": 2136,
"total_weightage": 15166,
"no_water_count": 9613,
"hwfac_count": 6911,
"tot_washroom_count": 15108,
"avg_per_facility": 1491,
"max_washroom_count": 8482,
"min_washroom_count": 8757,
"fourplus_perc": 5869,
"soap_count": 13566,
"water_count": 16629,
"tsc_present": 15458,
"tsc_count": 15457,
"tsc": 15456,
"uclat_count": 15584,
"vip_count": 16362,
"facilties": 5330,
"bssan_prop": 1978,
"impsan_prop": 7114,
"num_good_handwashes": 9942,
"num_moderate_handwashes": 9957,
"num_poor_handwashes": 9989,
"public_transport": 11717,
"commute_time": 2931,
"commute": 2930,
"religiousness": 12224,
"alcohol_consumption": 959,
"smoking_status": 13526,
"smoking": 13525,
"calculate_bias": 2047,
"message_dict": 8623,
"exercised": 5111,
"after_using_the_toilet": 858,
"degradation": 3783,
"outer_transparency": 10490,
"inner_transparency": 7314,
"coeff": 2819,
"convenient": 3261,
"overfitting": 10559,
"feature_imporatnce": 5430,
"new_answer": 9311,
"numberofwashbasins": 10068,
"floormaterial": 5711,
"windowtype": 16885,
"oauth2": 10144,
"service_account": 13199,
"googleapiclient": 6315,
"discovery": 4232,
"httperror": 6883,
"form_id": 5838,
"spreadsheet_name": 13782,
"range_name": 11875,
"a1": 574,
"e500": 4617,
"credentials_file": 3404,
"action_url": 698,
"toiletodorconsent": 14994,
"authenticate": 1421,
"spreadsheets": 13784,
"feeds": 5485,
"googleapis": 6316,
"auth": 1420,
"drive": 4497,
"from_service_account_file": 5951,
"scopes": 12952,
"v4": 16205,
"get_form_responses": 6136,
"spreadsheet": 13780,
"update_sheet": 15821,
"docs": 4413,
"formresponse": 5848,
"urlencoded": 16019,
"systemexit": 14223,
"spreadsheetid": 13783,
"spreadsheet_id": 13781,
"valueinputoption": 16249,
"user_entered": 16116,
"snowy": 13550,
"prevails": 11391,
"raining": 11842,
"inclement": 7148,
"snow": 13549,
"reversing": 12583,
"linear_regression_model": 8027,
"discolored": 4224,
"growths": 6404,
"patches": 10761,
"ew": 5044,
"viable": 16334,
"handwashonly": 6578,
"pitpresent": 11000,
"pitsludgelevel": 11001,
"pitoverflow": 10999,
"seatmaterial": 13051,
"cleanseatfrequency": 2742,
"dirtyseatpercentage": 4193,
"offensiveodor": 10299,
"fecalindicator": 5463,
"reportdate": 12347,
"inspectiontype": 7396,
"geocode": 6073,
"lng": 8073,
"geographic": 6074,
"overflow_": 10561,
"download_image": 4467,
"arcgis": 1248,
"penality_points": 10826,
"partly": 10742,
"max_priority": 8464,
"resp1": 12442,
"prio1": 11437,
"resp2": 12443,
"prio2": 11438,
"change_light": 2316,
"colours": 2872,
"lamps": 7810,
"hygiene_labels": 6942,
"facilityid": 5328,
"merges": 8614,
"btw": 1980,
"yrs": 17149,
"colon": 2853,
"parenthesis": 10706,
"codebases": 2813,
"attendance": 1398,
"wipe_floor": 16900,
"supervise_junior": 14143,
"scrub_walls": 12985,
"seat_cleaner": 13015,
"perform_task": 10889,
"handle_flusher": 6487,
"floor_wiper": 5707,
"bowl_scrubber": 1910,
"wall_scrubber": 16472,
"floor_mopper": 5697,
"attendants": 1401,
"s_attendant": 12782,
"grouped_by_toilet": 6393,
"total_respondents": 15145,
"correct_handwash_after_using_toilet": 3290,
"instanceid": 7408,
"instid": 7414,
"hw": 6906,
"toiletyg": 15035,
"bathroom_items": 1624,
"epidemiology": 4906,
"toilet_hyg": 14812,
"_get_previous_rejection": 517,
"_check_current_status": 479,
"set_user_consent": 13229,
"get_preference": 6164,
"_prompt_for_consent": 545,
"save_preference": 12882,
"min_water_qualtiy": 8765,
"max_water_quality": 8485,
"min_maintenace": 8726,
"max_maintenace": 8455,
"min_safety": 8738,
"max_safety": 8469,
"wq_score": 16998,
"cln_score": 2764,
"mnt_score": 8859,
"sfty_score": 13270,
"turn_on_fan": 15510,
"check_wet_paper": 2460,
"get_temperature_from_humidity": 6204,
"get_humidity": 6139,
"relavent": 12174,
"nend": 9290,
"cleaned_area": 2645,
"toilethygeine": 14941,
"disclosing": 4221,
"protecting": 11675,
"too_clean": 15059,
"too_dirty": 15062,
"comopnent": 2933,
"reliabiltiy": 12190,
"instuctions": 7428,
"toys": 15212,
"lower_yellow": 8216,
"upper_yellow": 15918,
"path_to_your_image": 10769,
"wet_score": 16797,
"air_score": 931,
"caste": 2234,
"cast": 2233,
"creed": 3407,
"tensions": 14415,
"input_map": 7352,
"transaction_id": 15264,
"uuid": 16195,
"uuid4": 16196,
"hex": 6713,
"avg_daily_score": 1474,
"restroom_observations": 12525,
"extra_measures": 5257,
"get_last_toilet_use": 6149,
"time_since_use": 14660,
"did_wash_hands": 4073,
"ask_about_hand_washing": 1319,
"clean_dataset": 2595,
"toiletid": 14980,
"wetness_thresholds": 16810,
"bact_thresholds": 1552,
"pred_odor": 11244,
"predict_metric": 11258,
"odorscore": 10280,
"pred_wetness": 11252,
"wetnesslevel": 16812,
"pred_bact": 11239,
"bateriacount": 1612,
"reasons_list": 11966,
"dailyvisitors": 3580,
"hourlyincome": 6852,
"monthlyexpenses": 8947,
"numberofpeopleusingthetoilet": 10066,
"squarefeetofhouse": 13796,
"timesincelastcleaning": 14684,
"typeofhome": 15558,
"usagefrequency": 16044,
"feat_name": 5424,
"threshold_pairs": 14592,
"minmax": 8798,
"scaling": 12909,
"x_": 17031,
"toilethygieaneedsassessment": 14948,
"multiple_times_per_day": 9042,
"several_times_per_week": 13243,
"less_frequently": 7946,
"usage_frequency_constants": 16034,
"usage_freq_multiplier": 16032,
"default_recommendation": 3749,
"default_recommendations": 3750,
"adjusted_reccomendation": 800,
"water_level_adjustment": 16649,
"calculate_toilet_gyiene": 2118,
"recommendatons": 12032,
"frequencey": 5909,
"frequencie": 5910,
"sot": 13683,
"corrsponding": 3304,
"vaue": 16277,
"reccommndations": 11985,
"minimum_waterr_level": 8792,
"whcih": 16825,
"minimun": 8796,
"lvel": 8258,
"wiht": 16870,
"varity": 16272,
"inpusts": 7326,
"officer": 10305,
"urine_dry": 15984,
"faeces_dry": 5351,
"water_dry": 16630,
"standarad": 13828,
"bloodstains": 1813,
"issue_count": 7623,
"manifest": 8360,
"calculate_hygiene_level": 2070,
"nursing": 10101,
"hospitals": 6847,
"caring": 2210,
"buildings": 1992,
"offices": 10306,
"clauses": 2583,
"toilet_objects": 14854,
"dry_feces": 4518,
"wet_feces": 16791,
"is_visible_fecal_matter": 7593,
"is_only_dried_feces": 7584,
"is_wet_feces": 7597,
"discharge": 4214,
"decomposed": 3714,
"sample_observation": 12829,
"termcolor": 14419,
"low_transparency": 8201,
"medium_transparency": 8583,
"high_transparency": 6770,
"_transparency": 560,
"min_observations": 8731,
"evidence_of_contamination": 5042,
"count_by_category": 3329,
"calculate_cost": 2050,
"air_freshener_used_days": 920,
"days_between_refills": 3641,
"air_freshener_refill_date": 916,
"reliable_water_supply": 12211,
"handwashing_facilities": 6559,
"reminder_response": 12252,
"fifteen": 5522,
"wolf": 16937,
"sin": 13439,
"cos": 3306,
"bound": 1875,
"initial_point": 7288,
"fmin": 5782,
"maxfun": 8491,
"15000": 89,
"xf": 17054,
"fn": 5785,
"watertemp": 16706,
"aircirculation": 938,
"deodorantusage": 3847,
"twiping": 15541,
"tmopping": 14738,
"discreet": 4233,
"get_air_quality": 6084,
"00068": 5,
"0079": 15,
"0294": 25,
"0686": 32,
"5884": 323,
"0065": 14,
"check_toilet_odour": 2441,
"fecal_detected": 5447,
"pixel_value": 11008,
"get_pixel": 6162,
"get_water_temperature": 6237,
"get_area": 6088,
"void": 16425,
"kip": 7758,
"nrecord": 9781,
"folders": 5798,
"powder": 11206,
"saves": 12890,
"morphological": 8971,
"replenished": 12328,
"clean_procedure": 2617,
"clouded": 2790,
"consent_spray": 3130,
"consent_wipe": 3133,
"work_hours": 16963,
"cleanned": 2734,
"update_levels": 15795,
"wraparound": 17000,
"dry_run_approval": 4529,
"bowl_sample": 1908,
"get_water_quality_sample": 6236,
"seat_sample": 13033,
"flush_valve_sample": 5747,
"analyze_water_samples": 1116,
"collects": 2849,
"total_coliform_count": 15118,
"toxicity_threshold": 15210,
"inform_occupants": 7256,
"cur_tasks": 3461,
"get_current_tasks": 6104,
"save_tasks": 12884,
"check_all_tasks_complete": 2344,
"properclean": 11656,
"newobs": 9381,
"searches": 13008,
"found_non_white": 5864,
"pix": 11004,
"fecal_presence": 5458,
"faeces_presence": 5352,
"urine_thresholds": 16004,
"faeces_thresholds": 5354,
"faeces_present": 5353,
"bathroom_temperature": 1626,
"number_of_bacteria": 10034,
"low_contamination_threshold": 8164,
"medium_contamination_threshold": 8571,
"high_contamination_threshold": 6728,
"purification": 11743,
"update_low": 15797,
"update_med": 15809,
"update_high": 15788,
"needed_cols": 9253,
"max_index": 8452,
"urine_odor_dummy": 15990,
"cleaned_test_data": 2662,
"train_data": 15250,
"read_excel": 11918,
"xlsx": 17060,
"analysis_results": 1079,
"disinfection_method": 4269,
"rush": 12775,
"races": 11834,
"latinos": 7858,
"racial": 11835,
"presence_of_odor": 11345,
"check_for_stains": 2381,
"allowed_privacy": 989,
"glove_touch": 6287,
"coverings": 3366,
"professional_handwash": 11591,
"turine": 15507,
"thandwashing": 14487,
"water_check": 16621,
"toilet_check": 14786,
"treason": 15380,
"residences": 12422,
"nmaking": 9519,
"landfills": 7811,
"pref_details": 11292,
"ncomposting": 9188,
"pile": 10983,
"soilings": 13615,
"sodium": 13608,
"hypochlorite": 6964,
"hydrochloric": 6916,
"muriatic": 9050,
"nurse_count": 10098,
"doctor_count": 4419,
"other_count": 10441,
"nurse_prop": 10099,
"doctor_prop": 4420,
"observed_practice": 10185,
"rel": 12158,
"zipped": 17169,
"paired": 10648,
"claim": 2554,
"adhere": 784,
"intuitive": 7513,
"coloured": 2871,
"intact": 7445,
"number_of_users_per_day": 10060,
"type_of_waste_management_system": 15555,
"purifiers": 11745,
"requires_extreme": 12395,
"biweekly": 1784,
"homedir": 6833,
"1035462798": 50,
"noethic": 9627,
"1035462799": 51,
"yesethic": 17121,
"1035462800": 52,
"tkinter": 14720,
"tk": 14716,
"filedialog": 5542,
"input_area": 7332,
"btn1": 1979,
"load_file": 8078,
"output_area": 10510,
"mainloop": 8284,
"askopenfilename": 1334,
"defaultextension": 3757,
"filetypes": 5552,
"processed_text": 11566,
"process_toilet_hygiene_data": 11562,
"nissue": 9489,
"input_consent": 7334,
"input_reason": 7358,
"accounting": 647,
"advocate": 840,
"universal": 15692,
"pmc7908526": 11069,
"political": 11103,
"recycling": 12079,
"exclusive": 5088,
"similarily": 13382,
"1634789800": 94,
"1634790100": 95,
"002": 9,
"003": 10,
"nair": 9103,
"nheating": 9444,
"nultraviolet": 9901,
"hygienelevel": 6950,
"moderately_clean": 8891,
"get_random_hygiene": 6168,
"next_level": 9404,
"get_file_path": 6134,
"nfiles": 9424,
"wash_floor": 16518,
"dry_and_deodorize": 4511,
"nturning": 9891,
"moldings": 8922,
"analysed": 1073,
"differing": 4091,
"no_visible": 9603,
"urine_and_feces": 15974,
"visble": 16373,
"signes": 13367,
"transform_extreme_toilety": 15274,
"urine_and_fecal": 15973,
"_check_for_wet_feces": 482,
"_check_for_urine_and_feces": 481,
"_check_for_blood": 480,
"disposables": 4348,
"u2022": 15575,
"ngeneral": 9435,
"nsafe": 9807,
"directed": 4130,
"reseal": 12406,
"discard": 4213,
"nhandwashing": 9441,
"sides": 13352,
"cuticles": 3546,
"toilet_hygiene_threshold": 14828,
"getextrema": 6249,
"floor_area": 5688,
"890": 415,
"450": 282,
"seat_area": 13013,
"water_area": 16617,
"tank_area": 14286,
"outside_area": 10529,
"num_floor_dirt": 9937,
"count_dirt": 3334,
"num_seat_dirt": 10001,
"num_water_cloudiness": 10029,
"count_cloudiness": 3331,
"num_tank_dirt": 10010,
"num_outside_dirt": 9972,
"temperture": 14392,
"ph_value": 10949,
"calculate_odor_index": 2093,
"odoir": 10236,
"0003": 3,
"odour_index": 10284,
"left_lid_open": 7927,
"no_flush": 9566,
"high_temp": 6753,
"strong_odor": 14015,
"examines": 5054,
"indicated": 7209,
"inefficient": 7230,
"next_key": 9403,
"frac": 5876,
"warningmessages": 16500,
"anothermarkdownformattedstringcontainingthehighestprioritywarningmessage": 1153,
"itusesastepbysteptypeofifstatementwithanelifclausetocheckwhetherthereliabilityscoresitsbetweenanytwoofthenearbydefinedwarninglevels": 7656,
"ifso": 7000,
"itisinterpolatesbetweenthetwoadjacentwarninglevelstodeterminethesuitableprioritywarningmessagetobeissuedbasedonthedifferentweightsassignedtothemusingthefractionalvalueofthecurrentreliabilityscorecomparedtowhichtheprecedingandsucceedingwarninglevels": 7652,
"thefunctionendswiththereturnstatementofthisfinalizedprioritywarningmessage": 14507,
"closets": 2783,
"points_freq": 11088,
"points_urg": 11093,
"points_wh": 11096,
"points_fl": 11087,
"points_cont": 11083,
"analyze_toiletries": 1110,
"probable": 11541,
"feeding": 5484,
"housekeeper": 6868,
"no_handwashers": 9573,
"comparisons": 2943,
"min_dur": 8721,
"max_freq": 8450,
"score1": 12955,
"score2": 12956,
"nimprovement": 9474,
"determine_low_bathing": 3985,
"time_in_chamber": 14642,
"refill_water": 12104,
"run_inspection": 12759,
"user_prefers_chemicals": 16134,
"use_disinfectant": 16063,
"use_natural_remedies": 16065,
"report_incident": 12342,
"did_wipe": 4074,
"color_of_water": 2860,
"smell_of_air": 13509,
"smear": 13504,
"contaminant_risk": 3206,
"vectorized": 16285,
"risklevel": 12663,
"int8": 7442,
"hightoilethygiene": 6789,
"x_resampled": 17040,
"y_resampled": 17079,
"fit_sample": 5641,
"resampled": 12403,
"confidence_intervals": 3069,
"feature_name": 5433,
"get_booster": 6092,
"importance_type": 7086,
"tree_index": 15393,
"ci_df": 2534,
"top_three": 15088,
"pred_probabilities": 11246,
"best_features": 1719,
"sorted_best_features": 13662,
"relation": 12166,
"allowed_roles": 991,
"flush_after_urination": 5726,
"calculate_cleanliness_score": 2048,
"working_water": 16971,
"medium_markdown": 8575,
"holistic": 6829,
"impacting": 7067,
"most_common_class": 8978,
"least_common_class": 7914,
"opportunity": 10379,
"reweighting": 12608,
"weight_for_true": 16765,
"weight_for_false": 16764,
"predictions_with_weights": 11286,
"new_accuracy": 9309,
"new_reliability": 9350,
"recent_usage": 12002,
"odour_encountered": 10283,
"odour_occurrence": 10286,
"patient_count": 10777,
"hours_stay": 6858,
"student_count": 14031,
"classes_per_day": 2571,
"days_at_school": 3636,
"clean_time": 2631,
"last_week_cleanings": 7840,
"animal": 1132,
"welfare": 16774,
"wspt": 17024,
"aqm": 1242,
"visual_inspection": 16412,
"water_supply_pressure_test": 16674,
"air_quality_monitoring": 928,
"disinfection_and_decontamination": 4268,
"odor_assessment": 10242,
"end_of_survey": 4794,
"particulate": 10740,
"registered": 12132,
"persistence": 10917,
"malodors": 8335,
"w1": 16443,
"w2": 16444,
"w3": 16445,
"w4": 16446,
"w5": 16447,
"n_missing": 9079,
"edu": 4656,
"etoh_data": 4991,
"explaination": 5211,
"public_handwash": 11713,
"private_no_soap": 11478,
"private_some_soap": 11479,
"private_lotion": 11477,
"handwashdata": 6542,
"professionalwashrate": 11599,
"gendercounts": 6045,
"malewashrate": 8328,
"femalewashrate": 5503,
"to_excel": 14751,
"analysisresults": 1083,
"gcf": 6028,
"set_size_inches": 13223,
"responsedistplot": 12474,
"apply_airfreshner": 1212,
"crystal": 3435,
"pune": 11734,
"2018467": 134,
"aborted": 587,
"measure_odor": 8534,
"get_random_number": 6170,
"need_hand_wash": 9247,
"hopefully": 6842,
"cleaning_level": 2697,
"implicitly": 7080,
"saturday": 12872,
"temp_thresholds": 14378,
"humidty_thresholds": 6900,
"freshners": 5943,
"paper_presence": 10666,
"5cm": 325,
"new_input": 9328,
"nvacuum": 10110,
"toilet_hygeine": 14813,
"4cm": 296,
"ultra_high": 15606,
"ndetecting": 9212,
"extra_clean": 5255,
"restock_supplies": 12513,
"restocking": 12515,
"_odor": 540,
"needs_refilling": 9266,
"add_urine": 754,
"test1": 14434,
"test2": 14435,
"unpacks": 15712,
"tthankyou": 15476,
"tank_reliability": 14293,
"joints": 7683,
"disposes": 4356,
"displaylowtoilethygiene": 4343,
"_toilets_path": 556,
"_get_random_text": 519,
"ascii_lowercase": 1307,
"odor_file_path": 10249,
"manage_toilet_odors": 8345,
"odor_value": 10272,
"current_odor_value": 3502,
"new_odor_value": 9339,
"toilet_monitor": 14850,
"nweekly": 10123,
"nmonthly": 9530,
"odour_control": 10282,
"cost_per_use": 3314,
"number_of_uses": 10061,
"cleaning_cost": 2689,
"nstandard": 9838,
"electricity_rate": 4699,
"kwh": 7782,
"running_time": 12766,
"kwh_usage": 7783,
"cycles": 3559,
"energy_cost": 4807,
"nelectric": 9285,
"urinals_price": 15954,
"no_of_urinals": 9587,
"drying_score": 4554,
"column_name": 2878,
"disinfectent": 4265,
"midway": 8674,
"nbleaching": 9157,
"splashes": 13741,
"leg": 7932,
"irritation": 7553,
"nmopping": 9533,
"slips": 13494,
"toe": 14764,
"fval": 5997,
"xopt": 17062,
"fopt": 5819,
"optimizing": 10393,
"quadratic": 11782,
"detect_fecal": 3928,
"grayimg": 6354,
"corner": 3284,
"pixval": 11010,
"cleanliness_thresholds": 2731,
"spotlessly": 13758,
"robots": 12686,
"maximizing": 8494,
"obligations": 10165,
"presence_of_urine_smell": 11355,
"__": 455,
"split_train_val": 13747,
"x_val": 17051,
"y_val": 17084,
"cli": 2759,
"number_of_visits": 10062,
"_output": 542,
"hispanics": 6810,
"arab": 1243,
"arabs": 1244,
"struggle": 14027,
"check_tp": 2448,
"defilement_level": 3771,
"defilement": 3770,
"acceptable_levels": 620,
"visit_other": 16395,
"prescribed_no": 11332,
"num_vars": 10023,
"best_state_index": 1729,
"348": 240,
"234": 179,
"456": 283,
"cleaned_water": 2673,
"washandwashperformed": 16528,
"updatetoilethygienescore": 15897,
"washandwashedafterusingthetoilet": 16527,
"timeofday": 14675,
"hoursworkedtoday": 6860,
"extremetoilethygienescore": 5307,
"odor_ranges": 10261,
"hygiene_rating": 6946,
"slack": 13481,
"dm": 4400,
"post_message_to_slack": 11179,
"toilet_id": 14831,
"detect_toilets": 3941,
"output_img": 10520,
"knn": 7765,
"kneighborsclassifier": 7764,
"n_neighbors": 9080,
"prediction_counts": 11284,
"cond2": 3032,
"update_high_toilet": 15789,
"n_updated": 9089,
"usage_stats": 16043,
"stddev": 13913,
"pstdev": 11703,
"path_to_folder": 10764,
"mediumtoilethygiene": 8589,
"toilethygieanlysisdata": 14950,
"nbrbathrooms": 9162,
"yes_outcomes": 17112,
"no_outcomes": 9590,
"prob_yes": 11525,
"useing": 16091,
"prob_no": 11515,
"uppercase": 15919,
"calculate_new_frequency": 2088,
"old_freq": 10320,
"simulate_toilet_system": 13418,
"initial_freq": 7286,
"timesteps": 14688,
"new_freq": 9325,
"catergory": 2256,
"maintaned": 8297,
"betwen": 1736,
"faecescolor": 5355,
"didwashhands": 4078,
"rerun": 12400,
"cost1": 3309,
"cost2": 3310,
"bnds": 1828,
"slsqp": 13498,
"evaporating": 5020,
"final_water_level": 5598,
"psycopg2": 11704,
"dbname": 3672,
"mydb": 9060,
"host": 6848,
"localhost": 8089,
"unaccounted": 15616,
"transformlowtoilethygiene_dryrun": 15325,
"electrician": 4696,
"electrical": 4695,
"wiring": 16923,
"civil": 2553,
"toilets_dir": 15014,
"num_images": 9950,
"waste_bin": 16587,
"light_switch": 8002,
"thigh": 14543,
"tmedium": 14735,
"tlow": 14730,
"turgent": 15505,
"status_of_seat": 13894,
"presence_of_urine": 11352,
"presence_of_faeces": 11340,
"amount_of_water_in_bowl": 1063,
"calc_acc": 2028,
"x_unseen": 17050,
"4859673": 291,
"12228144": 69,
"120480": 67,
"y_proba": 17077,
"freq_input": 5897,
"num_peoples_input": 9980,
"peole": 10836,
"colleague": 2841,
"compose": 2983,
"columntransformer": 2880,
"numerical_cols": 10078,
"categorical_cols": 2249,
"most_frequent": 8983,
"best_reason": 1726,
"engineer_level": 4820,
"updatelowtoilethygienebeginner": 15890,
"updatelowtoilethygieneprofessional": 15892,
"ware": 16490,
"fittings": 5648,
"washlet_use": 16558,
"nmajor": 9517,
"detect_and_handle_outliers": 3921,
"replace_categoricals_with_dummies": 12310,
"respondent_id": 12460,
"cleanliness_of_toilet": 2722,
"amount_of_soap_used": 1058,
"condition_of_seat": 3044,
"appearance_of_bowl": 1192,
"bin_vars": 1761,
"feels_unclean": 5490,
"removes_own_droppings": 12273,
"washes_hands_afterward": 16542,
"intodummycolumns": 7505,
"multicollinearity": 9034,
"dummified_df": 4578,
"rings": 12632,
"check_float": 2369,
"min_day": 8718,
"max_day": 8440,
"displaytoilethygene": 4345,
"checkifhandwashexists": 2467,
"addcomment": 756,
"cell": 2285,
"iat": 6970,
"outlierindices": 10499,
"downloaded": 4469,
"download_paths": 4468,
"downloads": 4470,
"nsearching": 9814,
"tpotential": 15226,
"deodorize": 3850,
"fault": 5410,
"neglecting": 9278,
"blame": 1789,
"professional_toilet_dataset": 11595,
"responsibility_mapping": 12483,
"overseeing": 10586,
"client_consent": 2762,
"launched": 7867,
"bleeding": 1795,
"routes": 12732,
"minimized": 8780,
"providers": 11690,
"clinical": 2763,
"remotely": 12259,
"late": 7845,
"insufficiently": 7436,
"resistant": 12432,
"desensitized": 3895,
"road": 12679,
"printout": 11435,
"fair_hygiene": 5371,
"inspect_further": 7382,
"ask_questions": 1326,
"weaker": 16734,
"safes": 12795,
"wet_area": 16788,
"dry_area": 4512,
"sorted_index": 13673,
"liability": 7970,
"mymodule": 9062,
"feature_cols": 5428,
"to_numpy": 14754,
"clean_score": 2621,
"left_side": 7929,
"right_side": 12625,
"water_closet": 16622,
"founds": 5866,
"cleaning_record": 2703,
"dictiionary": 4054,
"flase": 5668,
"completes": 2963,
"air_freshener_use": 918,
"bleaching_product_use": 1794,
"bowl_scrubbing_technique": 1912,
"min_cleaning_freq": 8713,
"min_air_freshener": 8701,
"min_bleach": 8706,
"min_bowl_scrub": 8708,
"has_tp_roll": 6639,
"un": 15610,
"tility": 14633,
"show_student_tips": 13329,
"nworking": 10135,
"do_professional_lab_work": 4405,
"report_error": 12338,
"studying": 14036,
"washcloths": 16532,
"generously": 6065,
"thumbs": 14613,
"suds": 14087,
"overheard": 10573,
"normal_threshold": 9677,
"handwash_dryrun": 6521,
"get_reliability": 6182,
"air_circulation": 904,
"highest_factor": 6778,
"88": 412,
"clean_items": 2605,
"out_path": 10471,
"num_pipe": 9982,
"latrine_type": 7861,
"cat_pipe": 2241,
"sewage_system": 13263,
"sanitation_facility": 12842,
"solid_waste_management": 13621,
"liquid_waste_collection": 8046,
"comfort_station": 2893,
"open_air_defecation": 10353,
"shared_toilets": 13288,
"disposal_method": 4350,
"mains_electricity": 8286,
"piped_gas": 10994,
"private_taps": 11481,
"safe_drinking_water": 12790,
"functional_flushing": 5979,
"nightsoil_management": 9468,
"risk_category": 12653,
"sub_risk_category": 14040,
"factorize": 5341,
"vars": 16274,
"dire": 4128,
"seat_status_score": 13037,
"_get_seat_status_score": 521,
"_get_urine_color_score": 523,
"water_level_score": 16651,
"_get_water_level_score": 525,
"impacted": 7066,
"analyze_toilet_odour": 1107,
"muddy": 9030,
"allowed_clarities": 985,
"clariry": 2562,
"prolonged": 11614,
"solidified": 13622,
"specializes": 13710,
"homeguides": 6834,
"769470": 383,
"yes_condition": 17103,
"gender_mix": 6039,
"no_condition": 9558,
"maybe_condition": 8504,
"is_private": 7586,
"bloodgroup": 1811,
"phonenumber": 10956,
"emailid": 4723,
"medhistory": 8559,
"personalinfo": 10931,
"npersonal": 9749,
"medicalhistory": 8567,
"indications": 7217,
"threshold_1": 14582,
"threshold_2": 14583,
"threshold_3": 14584,
"average_odor": 1453,
"average_color": 1448,
"average_water_level": 1459,
"average_noise": 1451,
"maxmimum": 8500,
"averge": 1463,
"envtype": 4897,
"servings": 13202,
"variable1": 16263,
"variable2": 16264,
"dt_clf": 4566,
"min_samples_leaf": 8739,
"reassign": 11972,
"co": 2805,
"iteritems": 7647,
"nrenaming": 9791,
"subfolders": 14051,
"subdirpath": 14047,
"notadirectoryerror": 9699,
"recursive": 12074,
"days_until_next_visit": 3668,
"forever": 5832,
"durable": 4590,
"longevity": 8135,
"mc": 8507,
"expected_reduction": 5147,
"avg_daily_usage": 1475,
"prob_increased": 11507,
"integration": 7452,
"prompt_for_morning_tasks": 11637,
"prompt_for_evening_tasks": 11632,
"prompt_for_afternoon_tasks": 11629,
"sweep": 14198,
"flush_sound": 5739,
"wipe_sound": 16907,
"sweep_sound": 14199,
"empty_can_sound": 4757,
"replace_handsoap_and_papertowels": 12312,
"clean_mirrors_and_windows": 2614,
"rugs": 12745,
"check_water_levels": 2457,
"scrub_tile_grout": 12983,
"disinfect_doorhandles_and_lightswitches": 4257,
"vacuum_carpet": 16211,
"dust_furniture": 4605,
"straighten_storage": 13975,
"clocks": 2766,
"smoke": 13522,
"monoxide": 8942,
"detectors": 3954,
"kit": 7759,
"fire": 5625,
"evacuation": 5001,
"set_clocks_ahead": 13210,
"inspect_seatcovers": 7383,
"test_alarms": 14437,
"look_for_leaks": 8139,
"fluoride": 5724,
"predicted_values": 11277,
"generalized": 6053,
"urinal_process": 15949,
"stall_process": 13822,
"selected_type": 13105,
"nstep": 9841,
"regexptokenizer": 12125,
"lemmatization": 7938,
"lemmatizer": 7940,
"wordnetlemmatizer": 16960,
"cleaned_tokens": 2669,
"tokenlist": 15045,
"cleaned_tokenlist": 2668,
"english_stopwords": 4830,
"latent": 7847,
"dirichlet": 4139,
"allocation": 981,
"themes": 14514,
"min_df": 8720,
"max_df": 8443,
"strip_accents": 14011,
"unicode": 15680,
"token_pattern": 15039,
"lda_model": 7886,
"learning_method": 7910,
"topic_names": 15093,
"doc_scores": 4411,
"doc_vec": 4412,
"nsolutions": 9832,
"maskers": 8397,
"avg_days": 1479,
"tot_offensive_complaint": 15104,
"impute_missing_values": 7120,
"model_names": 8870,
"accuracies": 654,
"best_model_index": 1724,
"best_model": 1723,
"save_model": 12878,
"save_predictions": 12881,
"fare": 5400,
"age_imputer": 866,
"embarked": 4727,
"embarked_imputer": 4728,
"pclass": 10789,
"model_name": 8869,
"submission": 14057,
"passengerid": 10754,
"test_ids": 14441,
"survived": 14185,
"titanic": 14713,
"transformed_model": 15306,
"toiletdb": 14925,
"update_query": 15815,
"new_bias": 9313,
"healthywater": 6682,
"dryyourhands": 4563,
"publishing": 11724,
"publish": 11722,
"want_publish": 16484,
"prev_score": 11384,
"curr_score": 3477,
"nprevious": 9761,
"nfindings": 9427,
"published": 11723,
"prev_three": 11388,
"curr_three": 3480,
"segments": 13085,
"cur_seg": 3460,
"prev_seg": 11385,
"cur_mean": 3459,
"prev_mean": 11382,
"nsegment": 9817,
"ed": 4650,
"widespread": 16863,
"bag": 1578,
"scoop": 12950,
"liberally": 7974,
"typed": 15556,
"envirocleaning": 4885,
"personalcleanliness": 10928,
"environmentalcleaning": 4894,
"personalhygiene": 10930,
"discriminate": 4238,
"disparate": 4281,
"disparities": 4282,
"explainer": 5213,
"explainableboostingregressor": 5210,
"shap_values": 13279,
"shap": 13278,
"summary_plot": 14130,
"sector": 13068,
"comfortably": 2895,
"programmes": 11608,
"determineextremetoilethygiene": 4007,
"status_value": 13903,
"badstatus": 1577,
"curr_level": 3473,
"new_taskforce": 9363,
"taskforce": 14317,
"evaluate_condition1": 5005,
"evaluate_condition2": 5006,
"tc": 14328,
"nmeets": 9523,
"admission": 808,
"admitting": 812,
"admit": 810,
"relatives": 12173,
"recovery": 12062,
"nsimulation": 9826,
"revealed": 12580,
"seemed": 13079,
"icu": 6971,
"ward": 16487,
"yyyy": 17154,
"expected_levels": 5144,
"exp_lvl": 5134,
"curr_lvl": 3474,
"actual_cleanliness": 716,
"lvl": 8259,
"low_odour": 8186,
"medium_odour": 8578,
"high_odour": 6745,
"pee_count": 10819,
"poo_count": 11110,
"wastebaskets": 16603,
"mondays": 8930,
"fridays": 5946,
"mrs": 9009,
"commitments": 2912,
"midnight": 8672,
"dateutil": 3624,
"relativedelta": 12171,
"holiday": 6827,
"get_next_weekday": 6156,
"days_to_add": 3666,
"isoweekday": 7617,
"next_monday": 9405,
"nall": 9107,
"r1": 11828,
"a2": 575,
"is_digit": 7567,
"nbone": 9158,
"fractures": 5880,
"nregularly": 9786,
"repaired": 12294,
"msg3": 9015,
"msg4": 9016,
"status_message": 13892,
"last_user": 7837,
"used_hand_sanitizer": 16083,
"flushed_toilet": 5759,
"detect_extreme": 3926,
"negatives": 9275,
"predicted_privacy": 11271,
"upvoted": 15928,
"user_upvote": 16147,
"downvoted": 4471,
"user_downvote": 16115,
"prec": 11230,
"update_toiletries": 15834,
"curr_priv": 3475,
"privacy_policy": 11464,
"new_changes": 9315,
"new_privacy_policy": 9344,
"personaldata": 10929,
"dob": 4409,
"usage_analysis": 16028,
"updated_dataset": 15851,
"odor_present": 10260,
"responsbility": 12466,
"director": 4134,
"print_update": 11432,
"execute_task": 5101,
"scheduler": 12932,
"current_age": 3483,
"min_max": 8729,
"max_age": 8431,
"light_on": 8000,
"calculateextremetoilethygiene": 2144,
"observed_behavior": 10182,
"expected_policy": 5146,
"comply": 2975,
"noncompliance": 9644,
"compliance_reasons": 2971,
"nlid": 9503,
"pseudo": 11700,
"127": 75,
"low_pixel_count": 8188,
"med_pixe_count": 8553,
"high_pixel_count": 6747,
"label_text": 7789,
"font": 5811,
"imagefont": 7035,
"truetype": 15422,
"arial": 1284,
"ttf": 15475,
"imagedraw": 7033,
"text_width": 14458,
"text_height": 14457,
"textsize": 14463,
"margin": 8377,
"texpected": 14455,
"ecolithreshold": 4647,
"fecthreshold": 5479,
"ecoli": 4645,
"missing_vals": 8836,
"876": 408,
"deodorizing_product": 3860,
"searching": 13009,
"bing": 1764,
"encode_target": 4776,
"argumennt": 1278,
"reliability_dict": 12183,
"calculate_lowtoilethygeine": 2084,
"lowtotiethigienne": 8233,
"facility_management": 5327,
"facilitymanagement": 5329,
"portable": 11141,
"outbreaks": 10476,
"confidence_in_news": 3067,
"confidence_in_healthcare_professional": 3066,
"confidence_in_science": 3068,
"get_reliable_sources": 6184,
"get_unreliable_sources": 6228,
"unreliable_indices": 15729,
"discouraging": 4228,
"traveling": 15374,
"convincing": 3274,
"get_ethical_decision": 6123,
"obey": 10146,
"disobey": 4278,
"sd": 12998,
"presence_of_children": 11339,
"no_washers": 9611,
"part_washers": 10722,
"match_agreement": 8410,
"no_washer": 9608,
"profs": 11604,
"part_washer": 10721,
"prof": 11581,
"agreements": 894,
"gp": 6327,
"overlap": 10574,
"noncompliant": 9645,
"corresponded": 3301,
"femalenumbers": 5501,
"df_dummies": 4033,
"urinalysis_threshold": 15959,
"female_numbers_threshold": 5498,
"extreme_cleaning": 5275,
"extremecleaning": 5296,
"transform_ethics": 15270,
"no_concerns": 9557,
"concern_1": 3016,
"front2back": 5954,
"concern_2": 3017,
"nopaper": 9662,
"default_response": 3751,
"total_usage_score": 15160,
"contaminant_list": 3204,
"discovered": 4231,
"get_sensor_reading": 6196,
"previous_state": 11405,
"became": 1653,
"add_entry": 740,
"set_up_sensor": 13228,
"start_monitoring": 13852,
"epistemology": 4910,
"adhering": 787,
"happiness": 6590,
"pain": 10644,
"theories": 14521,
"deontologists": 3863,
"justice": 7704,
"nonmaleficence": 9652,
"veracity": 16299,
"compassion": 2945,
"fulfilling": 5966,
"adaptation": 723,
"contexts": 3230,
"emphasizes": 4746,
"traits": 15260,
"prudence": 11695,
"temperance": 14381,
"fortitude": 5857,
"teaching": 14355,
"broader": 1960,
"broad": 1959,
"individualized": 7224,
"counseling": 3326,
"strengths": 13998,
"extreme_condition": 5276,
"suspicious": 14189,
"ip": 7543,
"conditioner": 3051,
"check_if_contaminated": 2392,
"folded": 5794,
"wrappers": 17003,
"eaten": 4637,
"img_folder": 7049,
"imgray": 7055,
"qualification": 11784,
"candor": 2188,
"completelty": 2961,
"regimen": 12127,
"containment": 3195,
"minimum_privacy_level": 8786,
"rewashed": 12607,
"recommend_handwash": 12028,
"custodian": 3531,
"custodians": 3532,
"hire_cleaner": 6804,
"do_it_myself": 4403,
"nhiring": 9451,
"start_date": 13849,
"end_date": 4793,
"num_people_benefitted": 9977,
"calculate_number_of_people_who_will_be_saved_from_diseases": 2091,
"plans_to_wash": 11026,
"nassess": 9132,
"no_washcloth": 9607,
"toothbrush_missing": 15074,
"other_concerns": 10440,
"questionnaire": 11816,
"hydrated": 6914,
"low_water_level": 8206,
"high_water_level": 6773,
"status_to_score": 13901,
"sorted_images": 13672,
"pixel_count": 11007,
"presence_of_stains": 11349,
"absence_of_stains": 599,
"check_bowl": 2346,
"step1": 13924,
"step2": 13926,
"step3": 13928,
"wipe_aerated": 16890,
"use_deodorizers": 16062,
"calculate_hygiene_score": 2071,
"freq_in": 5896,
"freq_sa": 5902,
"elem": 4701,
"minlen": 8797,
"tot_count": 15102,
"relv_sum": 12227,
"user_inp": 16123,
"toilet_handwash": 14811,
"nnull": 9549,
"solver": 13632,
"liblinear": 7975,
"multi_class": 9032,
"ovr": 10595,
"urinals_empty": 15953,
"objected": 10154,
"observe_transparency": 10180,
"run_cleaning_cycle": 12755,
"start_deep_clean": 13850,
"sensor1_reading": 13149,
"sensor2_reading": 13151,
"reflection": 12111,
"check_seat_condition": 2423,
"has_reflection": 6629,
"has_adequate_water": 6609,
"is_intact": 7579,
"nother": 9711,
"humidty_threshold": 6899,
"airflow_threshold": 943,
"new_condition": 9320,
"unsuspecting": 15751,
"noise_level_threshold": 9633,
"noise_level": 9632,
"vicinity": 16337,
"sensor_readings": 13162,
"alert_message": 966,
"transparencities": 15341,
"transparencias": 15339,
"clean_threshold": 2630,
"average_threshold": 1457,
"timely": 14674,
"alcoholbased": 960,
"deepcleaning": 3742,
"overcrowding": 10558,
"9486": 436,
"028": 24,
"0082": 16,
"9918": 449,
"9304": 433,
"8978": 417,
"7864": 387,
"6168": 336,
"3832": 255,
"bme680": 1822,
"_bme680": 471,
"i2c_addr": 6969,
"set_humidity_oversample": 13215,
"bme680_os_4x": 1824,
"set_pressure_oversample": 13221,
"set_temperature_oversample": 13225,
"bme680_os_8x": 1825,
"set_filter": 13211,
"bme680_filter_size_3": 1823,
"get_data": 6112,
"high_humidity_threshold": 6734,
"low_humidity_threshold": 8170,
"acting": 676,
"5e4": 327,
"2e5": 221,
"367": 249,
"notify_plumber": 9728,
"user_responsible": 16141,
"plumbing_issue": 11059,
"wipes_left": 16917,
"packets": 10633,
"validate_inventory": 16233,
"ordering": 10414,
"determine_new_value": 3996,
"timeliness": 14673,
"easeofuse": 4628,
"helpfulness": 6702,
"knowledgeable": 7774,
"evaluate_classifier": 5004,
"966666666667": 440,
"flush_counts": 5730,
"tenant_message": 14410,
"aprons": 1239,
"landlord_message": 7813,
"obligation": 10164,
"analyze_toilte": 1112,
"amazing": 1030,
"antique": 1171,
"tonight": 15057,
"irrespective": 7552,
"dental": 3835,
"earns": 4625,
"toilet3": 14769,
"maintain_current_state": 8288,
"pid": 10978,
"contractions": 3246,
"contraction_mapping": 3245,
"ch": 2302,
"saliva": 12812,
"total_bias": 15114,
"selected_contaminant": 13095,
"selected_probability": 13100,
"multipler": 9043,
"toothbrushing": 15076,
"union": 15684,
"tooth": 15072,
"quailty": 11783,
"handdryer_presence": 6479,
"freq_of_use": 5899,
"qaulity": 11777,
"watwer": 16715,
"professionalism": 11596,
"check_extreme_handwashing": 2360,
"handwash_level": 6527,
"1337": 81,
"reserved": 12412,
"held": 6696,
"tokenization": 15040,
"retained": 12551,
"systematically": 14222,
"unattended_bowls": 15618,
"handwash_after_use_rate": 6512,
"water_availability": 16618,
"soap_dispenser_presence": 13572,
"towel_dispenser_presence": 15197,
"md_report": 8509,
"available_actions": 1443,
"isupper": 7631,
"reassess": 11969,
"reassessment": 11971,
"toilets_visited": 15026,
"urination_posture": 15969,
"seated": 13048,
"wiping_method": 16922,
"drying_method": 4553,
"antiseptic_available": 1172,
"alcoholbased_available": 961,
"high_toilet_hygeine": 6757,
"disciplinary": 4217,
"abide": 579,
"uti": 16183,
"seperated": 13181,
"spotted": 13760,
"pooped": 11115,
"issue_found": 7625,
"correct_handwash": 3289,
"incorrect_handwash": 7175,
"noanswer_handwash": 9617,
"vsincorrect": 16439,
"num_outliers": 9971,
"nnumber": 9550,
"new_df": 9323,
"fallback": 5381,
"standard_met": 13831,
"initialised": 7293,
"spray_airfreshener": 13765,
"monitor_odor": 8934,
"increase_cleaning_frequency": 7178,
"adjust_ventilation": 793,
"leave_alone": 7917,
"disable_system": 4199,
"funding": 5988,
"print_toilet_hygiene": 11431,
"amount_of_tp_used": 1060,
"presence_of_fecal": 11341,
"flush_response": 5737,
"acceptable_cleanliness": 618,
"unethical": 15662,
"employment": 4752,
"impeccably": 7070,
"ntip": 9874,
"dioxins": 4117,
"toilet_hygiena": 14814,
"recaulk": 11983,
"fecesodour": 5477,
"dominates": 4438,
"fecalsmell": 5468,
"neater": 9237,
"sim_measurement": 13378,
"adjusted_measurement": 799,
"flying": 5781,
"odl": 10235,
"adj_val": 788,
"adj_vals": 789,
"oddly": 10228,
"comprehensions": 2988,
"delegating": 3797,
"terror": 14431,
"delegate": 3796,
"incorporated": 7168,
"visible_surface": 16386,
"toilet_bowl_area": 14778,
"wether": 16805,
"if_no_water": 6996,
"if_handdryer": 6995,
"yes_score": 17115,
"undergo": 15644,
"update_cleanliness_score": 15778,
"current_hygiene_score": 3494,
"update_urinals": 15838,
"stds": 13915,
"col_indices": 2831,
"curr_col_inds": 3467,
"max_z_ind": 8488,
"arange": 1245,
"computations": 2997,
"temperaturce": 14385,
"hightoilethygien": 6788,
"toxicity_factor": 15209,
"listeria": 8053,
"risk_of_exposed_persons_factor": 12661,
"indirect": 7222,
"inhalation": 7276,
"calc_method": 2035,
"risk_of_exposed_people_factor": 12660,
"water_consumtion_factor": 16627,
"detect_toilet_contamination": 3938,
"rt": 12740,
"clean_surfaces": 2626,
"public_bathrooms": 11712,
"private_bathrooms": 11475,
"type_of_bathroom": 15549,
"grouped_by_gender": 6392,
"proportions_handwashed": 11666,
"max_proportion_unhandwashed_men": 8467,
"unusual_cases": 15761,
"nunusual": 10089,
"toilethygieaneedanalysis": 14945,
"countdown": 3346,
"get_next_cleaning": 6155,
"prev_entry": 11381,
"next_clean": 9394,
"first_clean": 5630,
"detected_contaminants": 3946,
"transform_toilet_odor": 15290,
"attr": 1410,
"doctest": 4416,
"testmod": 14449,
"possible_statuses": 11173,
"next_statuses": 9412,
"candidates": 2185,
"reading1": 11933,
"reading2": 11934,
"initial_status": 7290,
"final_status": 5597,
"needs_file": 9263,
"note_exists": 9705,
"prob_washed": 11523,
"wetting": 16814,
"temperatures": 14390,
"high_temperature_threshold": 6754,
"low_odor_threshold": 8185,
"delta1": 3806,
"prev_timestamp": 11389,
"hours_since_last_use": 6856,
"delta2": 3807,
"detect_bloodstain": 3923,
"greated": 6359,
"handwash_after_toileting_metric": 6510,
"traveler": 15373,
"negated": 9269,
"suggestingfeminine": 14114,
"safety_issue1": 12801,
"safety_issue2": 12802,
"tthere": 15478,
"has_kids": 6622,
"_reliable_readings": 546,
"reliable_readings": 12201,
"remove_everything": 12264,
"sterilised": 13936,
"renovated": 12280,
"get_random_user": 6173,
"probability_notify": 11535,
"clean_msg": 2615,
"needs_attention_msg": 9261,
"dirty_msg": 4172,
"cleaner_name": 2679,
"wipedown_outside_toilet": 16913,
"mopped_floor_around_toilet": 8954,
"scrubbed_inside_toilet_bowl": 12988,
"squeegeed": 13802,
"squeezed_water_off_of_floor": 13804,
"emptied_trashcan": 4755,
"outlines": 10503,
"squeeged": 13800,
"wasemptied": 16512,
"y_pred_proba": 17076,
"accurracy": 659,
"accuarcy": 648,
"indicatign": 7212,
"resposnibilitis": 12503,
"responbility": 12454,
"mould": 8991,
"possible_issues": 11168,
"insuffcient": 7429,
"checkextremetoilethygiene": 2466,
"washroom_clean": 16565,
"max_level": 8453,
"administer": 806,
"turn_on_ventilation": 15513,
"get_consent_status": 6099,
"perform_analysis": 10882,
"register": 12131,
"inspection_count": 7391,
"update_cleanliness": 15776,
"keep_bathroom_clean": 7717,
"updated_cleanliness_level": 15844,
"update_choice": 15775,
"nrestroom": 9798,
"calc_cleanliness": 2030,
"input_data_path": 7337,
"output_data_path": 10513,
"transform_report_": 15284,
"input_df": 7339,
"dirty_rows": 4175,
"before_score": 1665,
"before_comment": 1664,
"toilet_hygiene_comment": 14817,
"new_comment": 9319,
"min_odour": 8733,
"odourness": 10289,
"max_odour": 8459,
"detecttoiletodour": 3956,
"avgodour": 1509,
"protocal": 11681,
"valve_control": 16253,
"instantiated": 7411,
"move_objects": 8997,
"bpy": 1932,
"water_settings": 16668,
"use_fake_fluid": 16064,
"rotation_euler": 12721,
"ethic_condition": 4959,
"new_reading": 9347,
"more_consents": 8962,
"next_answer": 9393,
"objecting": 10155,
"objection_reason": 10156,
"planned": 11023,
"cancelling": 2182,
"drainage": 4476,
"nsingle": 9828,
"nmultiple": 9537,
"multi_res": 9033,
"accepted_statuses": 626,
"extra_attention": 5254,
"room_status": 12707,
"experts_opinion": 5206,
"percentage_of_professional": 10864,
"ethical_issues": 4967,
"avg_rating": 1493,
"ethical_issue": 4966,
"replicate": 12331,
"_check_handwashing": 483,
"_check_toiletries": 490,
"_check_surroundings": 489,
"holders": 6822,
"yahoo": 17086,
"recycle": 12077,
"los": 8149,
"angeles": 1130,
"lots": 8156,
"la": 7785,
"retired": 12555,
"san": 12838,
"francisco": 5886,
"mpg321": 9007,
"check_seat_status": 2425,
"ls": 8239,
"acpi": 670,
"moduleosand": 8912,
"commandsto": 2902,
"thecheck_water_leveloperation": 14501,
"sysfs": 14219,
"emitted": 4736,
"thecheck_seat_statusoperation": 14500,
"seatis": 13050,
"closedor": 2776,
"notby": 9701,
"acpidirectoryin": 671,
"procfs": 11569,
"thenitmeansthatitis": 14519,
"therespective": 14529,
"namesare": 9117,
"visible_debris": 16381,
"unpleasant_odor": 15714,
"toverall": 15190,
"average_number_of_flushes_per_day": 1452,
"water_consumption_in_liters_per_flush": 16626,
"bowl_area": 1885,
"pi": 10969,
"n_biases": 9070,
"n_biuses": 9071,
"optimized_coefficients": 10390,
"hand_drying": 6462,
"walls_floors": 16476,
"other_hygiene": 10446,
"extremely_unsanitary": 5299,
"calc_avg_clean": 2029,
"update_data": 15780,
"check_threshold": 2435,
"updated_": 15841,
"curr_avg_score": 3466,
"very_relible": 16324,
"relible": 12217,
"hadn": 6447,
"bacterial_count": 1556,
"concrete": 3029,
"bacterialcount": 1557,
"challenge": 2306,
"incols": 7157,
"decades": 3690,
"visualization": 16414,
"forcategorical": 5822,
"inmissingvalueswith": 7312,
"modeof": 8876,
"valuesin": 16251,
"thatcolumn": 14496,
"fornumericalvariables": 5853,
"weprefixmeanimputetothenon": 16779,
"nullvalueseachcolumn": 9899,
"weuseinterquartilerangetoremovetheoutliervaluesfromthecolumns": 16816,
"update_extremetoilethygiene_odoranalysisforprofessionals": 15786,
"severely_unclean": 13252,
"glove_on": 6285,
"puts": 11754,
"mask_on": 8395,
"wears": 16738,
"randint_value": 11862,
"asconsent": 1309,
"entero": 4859,
"kleb": 7762,
"psau": 11699,
"curr_count": 3469,
"ineq": 7231,
"constraint": 3166,
"subroutines": 14064,
"odor_days": 10246,
"total_days": 15122,
"conforms": 3091,
"yes_message1": 17107,
"yes_message2": 17108,
"handwash_again": 6518,
"bleached": 1792,
"final_message": 5587,
"safety_instructions": 12800,
"reprimand": 12361,
"handwashing_reprimand": 6565,
"lubricating": 8252,
"glazing": 6277,
"presence_of_towel": 11350,
"cleanliness_of_seat": 2721,
"flushing_sound": 5768,
"loud": 8157,
"silent": 13375,
"assigining": 1353,
"assigninng": 1358,
"profesionlais": 11587,
"responsibilty_level": 12490,
"resposbility": 12499,
"enigneer": 4833,
"junior_engineer": 7699,
"senior_engineer": 13136,
"sing": 13442,
"locate": 8093,
"folks": 5801,
"pratices": 11227,
"toiletries_usage": 15003,
"update_low_items": 15800,
"low_item": 8175,
"new_row": 9355,
"shutting": 13347,
"supposed": 14160,
"no_concern": 9556,
"mild_concern": 8679,
"moderate_concern": 8878,
"severe_concern": 13246,
"toilet_hygiene_keywords": 14822,
"number_of_stools": 10055,
"seat_color": 13017,
"filepaths": 5548,
"inspection_result": 7393,
"responsible_professional": 12495,
"input1": 7328,
"input2": 7329,
"input3": 7330,
"severecontamination": 13250,
"moderatecontamination": 8889,
"no_hygiene_behavior": 9575,
"respondent_consented": 12458,
"respondent_didnt_give_consent": 12459,
"new_event": 9324,
"flushed_to_clean": 5758,
"dirty_to_flushed": 4182,
"flushed_count": 5757,
"catastrophic": 2243,
"wasteful": 16605,
"responsibility_to_action": 12487,
"feature_scores": 5436,
"engg": 4816,
"067": 31,
"pleasantly": 11042,
"tproblem": 15229,
"tunconfirmed": 15493,
"unconfirmed": 15637,
"dirty_floors": 4169,
"overflowing_bins": 10567,
"smelly_area": 13516,
"broken_fixtures": 1963,
"overall_hygiene": 10543,
"floor_hygiene": 5695,
"bin_hygiene": 1760,
"fixture_condition": 5657,
"sights": 13354,
"updations": 15900,
"west": 16785,
"u102": 15573,
"u103": 15574,
"east": 4631,
"e104": 4614,
"e105": 4615,
"get_color_code": 6097,
"6bc79a": 363,
"f8c7ce": 5314,
"e7bcbc": 4618,
"iss": 7618,
"coloring": 2867,
"minimum_score": 8788,
"write_output": 17009,
"area_score": 1263,
"calculate_area_score": 2043,
"total_length": 15130,
"has_dirt": 6613,
"has_mold": 6627,
"fract": 5877,
"tip_dict": 14704,
"professsion": 11602,
"customer_gender": 3535,
"nightlight": 9467,
"restaurant": 12511,
"unprofessional": 15719,
"q2": 11768,
"q4": 11773,
"reliabilites": 12179,
"case_id": 2227,
"no_contam": 9560,
"yes_contam": 17104,
"obstructed": 10195,
"bulbs": 1998,
"burnt": 2001,
"urinal_count": 15945,
"stall_count": 13821,
"floor_area_covered_by_urinals": 5689,
"wall_area_occupied_by_urinals": 16470,
"ceiling_area_obstructed_by_plumbing_fixtures": 2282,
"visible_soil_percentage": 16385,
"feces_on_surfaces_other_than_toilet_seats": 5473,
"towels_available_atleast_halffull": 15204,
"lest": 7949,
"handdryer_notvisibledirty": 6478,
"diry": 4194,
"lightbulb_burntout": 8004,
"ethical_questions": 4968,
"pregnancy": 11306,
"rape": 11880,
"probability_distributions": 11534,
"simulate_ethical_decision": 13403,
"selected_question": 13101,
"total_probability": 15144,
"prob_impact": 11505,
"chosen_option": 2521,
"impact_score": 7065,
"run_simulation": 12761,
"num_simulations": 10005,
"mean_impact_score": 8519,
"vitamin": 16421,
"zinc": 17166,
"boost": 1854,
"immunity": 7062,
"doctor_check": 4418,
"nurse_check": 10097,
"chosen_action": 2518,
"airchangesperhour": 937,
"numberoftoilets": 10067,
"flushingmethod": 5770,
"hightoilethygienescore": 6791,
"show_details": 13321,
"feat_imps": 5423,
"coeffs": 2823,
"pred_vs_actu": 11251,
"toilet_odour_data": 14860,
"somemodel": 13639,
"firmness": 5628,
"display_extreme_toilet": 4295,
"employ": 4748,
"generators": 6063,
"vaporizers": 16257,
"develops": 4021,
"resposnsibilties": 12507,
"jones": 7684,
"extremely_dirty_threshold": 5298,
"min_sink_distance": 8741,
"min_watercloset_distance": 8768,
"max_sink_distance": 8472,
"min_fixture_distance": 8722,
"max_fixture_distance": 8446,
"get_sink_distances": 6198,
"sink_positions": 13450,
"linalg": 8022,
"get_wc_distances": 6239,
"wc_positions": 16728,
"wcs": 16729,
"sink_dists": 13449,
"wc_dists": 16726,
"combined_dists": 2888,
"min_": 8699,
"tthis": 15479,
"teverything": 14452,
"max_flushes": 8448,
"num_flashes": 9936,
"emit": 4735,
"numerous": 10079,
"treated_data": 15384,
"eliminator": 4712,
"personalised": 10932,
"prepared": 11313,
"sticky": 13942,
"resilient": 12431,
"politely": 11102,
"incubator": 7193,
"incubate": 7192,
"consent_analyze": 3122,
"reading_1": 11935,
"contacts": 3187,
"status_good": 13889,
"status_mod": 13893,
"status_poor": 13896,
"action_none": 688,
"action_clean": 680,
"action_notify": 689,
"calculate_low_hand_wash": 2073,
"nunder": 10085,
"bad_threshold": 1573,
"sample_values": 12833,
"77": 384,
"57": 319,
"receivers": 11992,
"recepient": 12005,
"object_distance": 10152,
"sensor_output": 13160,
"nengineer": 9291,
"ggplot": 6262,
"marker": 8387,
"drawbacks": 4482,
"arises": 1287,
"greener": 6366,
"userid": 16162,
"nunique": 10087,
"exploratory": 5221,
"visualizes": 16416,
"dots": 4459,
"rmse_value": 12674,
"r2_value": 11832,
"2974": 208,
"6694": 352,
"0036": 11,
"0008": 6,
"4748": 288,
"nook": 9657,
"cranny": 3381,
"overlooked": 10577,
"microbes": 8652,
"virus_threshold": 16367,
"seat_humidity": 13025,
"faecal_matter_density": 5348,
"cough_count": 3319,
"windex": 16881,
"ttoday": 15481,
"tpress": 15227,
"tokay": 15037,
"dirty_wipe_count": 4188,
"hand_dryer_presence": 6460,
"soap_dispenser_check": 13569,
"hand_dryer_check": 6459,
"lower_green": 8214,
"upper_green": 15916,
"percent_masked": 10855,
"nmoderately": 9529,
"nhighly": 9450,
"path_to_test_image": 10767,
"toilet_seat_detector": 14882,
"savings": 12893,
"electricity_cost": 4698,
"water_cost": 16628,
"elecricity_cost": 4693,
"electricty": 4700,
"effiency": 4678,
"bill": 1756,
"monthly_water_bill": 8946,
"potentail_savings": 11195,
"upgradig": 15907,
"hets": 6712,
"financial": 5602,
"factoring": 5340,
"financially": 5603,
"efficiant": 4674,
"fiscal": 5633,
"fees": 5491,
"bills": 1757,
"spending": 13727,
"prices": 11415,
"kilowatt": 7753,
"opposed": 10380,
"rewritten": 12610,
"numberofflies": 10065,
"smelllevel": 13513,
"reqd_cols": 12373,
"moderatelydirty": 8897,
"mildlydirty": 8684,
"fecalmatterstainpresent": 5466,
"urinestainpresent": 16014,
"updated_values": 15880,
"has_urine_stain": 6641,
"severelydirty": 13253,
"out_df": 10469,
"percentage_of_cleanliness": 10863,
"no_of_complaints": 9583,
"complains": 2954,
"complainants": 2952,
"nhence": 9446,
"nless": 9500,
"handwashing_availability": 6557,
"washroom_lighting": 16569,
"blood_or_urine_present": 1805,
"very_high_cleanliness": 16320,
"moderately_high_cleanliness": 8894,
"amount_of_light": 1057,
"type_of_material": 15554,
"amount_": 1047,
"warning1": 16496,
"warning2": 16497,
"rundll32": 12763,
"exe": 5097,
"user32": 16098,
"dll": 4399,
"messagebeep": 8628,
"final_decision": 5584,
"check_if_handwash_observed": 2395,
"inspected_toilet": 7387,
"get_toilet_image": 6216,
"analyze_toilet_image": 1105,
"avg_pixel_value": 1492,
"transforming_lowtoilethygiene_handwashafterusingthetoilet": 15323,
"github": 6268,
"rishabh2016": 12647,
"show_header": 13323,
"header_style": 6669,
"magenta": 8273,
"add_column": 735,
"justify": 7708,
"no_wrap": 9615,
"ttransforming": 15485,
"sop": 13652,
"cyan": 3556,
"transparently": 15357,
"roughly": 12726,
"take_closer_look": 14262,
"clean_up": 2636,
"notify_staff": 9729,
"notifiying": 9722,
"toiletuse": 15032,
"washandwashed": 16526,
"durationinseconds": 4601,
"17t16": 106,
"deployment": 3874,
"yes_count": 17106,
"no_count": 9562,
"calculate_toilet_cleaning": 2116,
"minutes_per_day": 8813,
"1440": 84,
"total_minutes": 15132,
"gallons_used": 6006,
"sufficent": 14094,
"_calculate_score_for_consent": 477,
"q1_points": 11767,
"q2_points": 11770,
"q3_points": 11772,
"q4_points": 11774,
"diffrent": 4095,
"suggest_emergency_action": 14105,
"lt": 8240,
"_threshold": 553,
"gt": 6407,
"ge": 6029,
"urine_color_points": 15976,
"nurine": 10095,
"nnotes": 9546,
"thi": 14541,
"calculate_thi": 2114,
"isolated": 7615,
"repetitive": 12304,
"repetitive_problem": 12305,
"recurring": 12073,
"clean_method": 2610,
"hyg_score": 6919,
"simulate_object_detection": 13411,
"custodial": 3530,
"oversees": 10587,
"oversight": 10588,
"responders": 12462,
"show_toilet_tips": 13331,
"excluded": 5087,
"iodine": 7540,
"chemical_needed": 2483,
"byproducts": 2018,
"bathroomcleaner": 1631,
"attempt_success": 1392,
"broke": 1961,
"bowl_dirty": 1893,
"urinal_full": 15947,
"handwash_correct": 6520,
"correct_hw_pct": 3291,
"num_handwashs": 9945,
"cleaner1": 2676,
"cleaner2": 2677,
"yes_case": 17102,
"no_case": 9554,
"canceled": 2179,
"organize": 10424,
"intent": 7462,
"permissiom": 10906,
"minimised": 8778,
"display_toilet_settings": 4331,
"change_seat_position": 2320,
"disable_water_supply": 4200,
"enable_air_dryer": 4763,
"toiletd": 14921,
"conf": 3063,
"positions": 11152,
"pos": 11143,
"pos_parts": 11145,
"seat_num": 13029,
"npos": 9753,
"nairdryer": 9104,
"hygienestatus": 6954,
"get_pixels": 6163,
"repeat_after_informing": 12298,
"reminder_time": 12253,
"hh": 6715,
"used_water": 16089,
"airborne": 936,
"objectspicked": 10162,
"containeropened": 3192,
"plasticbagcollected": 11029,
"use_sanitizer": 16069,
"no_action": 9552,
"800": 394,
"calculate_time_since_last_flush": 2115,
"check_for_high_hygiene": 2376,
"min_water_usage": 8766,
"max_time_since_flush": 8476,
"inconclusive": 7163,
"safe_water_level": 12793,
"warning_water_level": 16499,
"toilet_cleaniness": 14790,
"argumenent": 1277,
"moderatey": 8898,
"professional_role": 11593,
"professor": 11601,
"labs": 7795,
"crowded": 3431,
"bact_level": 1550,
"bathroom_bacterial_count": 1620,
"sink_score": 13451,
"mirror_score": 8820,
"evaluate_hygiene": 5008,
"keep_track": 7722,
"nenabling": 9288,
"enable_odor_management": 4764,
"urine_color_thresholds": 15979,
"peefrequency": 10823,
"predictedlabel": 11281,
"min_toilet_cleanliness": 8747,
"checktoiletcleanliness": 2474,
"ternaries": 14427,
"undefined": 15641,
"remedied": 12242,
"notify_authorities": 9724,
"repair_issue": 12292,
"disinfect_area": 4254,
"replace_part": 12314,
"record_update": 12054,
"result4": 12533,
"obs5": 10171,
"result5": 12534,
"deodorize_restrooms": 3851,
"treats": 15389,
"restore_hygiene": 12517,
"overhaul_plumbing": 10572,
"disinfect_bathroom": 4255,
"repairing": 12295,
"waste_container_status": 16590,
"dryrun1": 4559,
"dryrun2": 4560,
"9876": 447,
"4321": 278,
"nwaste": 10119,
"hygiene_report": 6947,
"modularity": 8909,
"tbacks": 14324,
"updatelowtoilethygienebypropercleaningforprofessionals": 15891,
"alphabets": 1006,
"detergent_concentration": 3960,
"wipe_type": 16909,
"bowl_load": 1900,
"effective_dose": 4668,
"concenrtion": 3010,
"prioritze": 11447,
"ajar": 951,
"escape": 4935,
"num_not_washed": 9959,
"pct_washed": 10808,
"male_washed": 8326,
"female_washed": 5500,
"other_genders_washed": 10444,
"pct_males_washed": 10803,
"pct_females_washed": 10797,
"young_adults": 17134,
"middle_aged": 8667,
"aged": 872,
"total_age_groups": 15111,
"pct_young_adults_washed": 10810,
"pct_middle_aged_washed": 10805,
"pct_elderly_washed": 10795,
"medium_income": 8573,
"total_income_levels": 15129,
"pct_low_income_washed": 10800,
"pct_medium_income_washed": 10804,
"pct_high_income_": 10799,
"cleanliness_input": 2715,
"screens": 12972,
"sorted_dates": 13667,
"sorted_locations": 13674,
"sorted_descriptions": 13668,
"intentionally": 7463,
"determine_extreme_toilet_cleanliness": 3973,
"rel_score": 12160,
"toilet_odour_": 14859,
"hanfs": 6580,
"__repr__": 465,
"add_event": 741,
"print_events": 11428,
"202967": 141,
"last_checked": 7825,
"days_since_last_check": 3652,
"delimiters": 3803,
"invoke": 7530,
"etih_score": 4986,
"urinted": 16017,
"etih": 4985,
"deactivate": 3675,
"joinpath": 7682,
"air_vent": 935,
"grill": 6376,
"tsuggestions": 15470,
"data_directory": 3601,
"stem": 13919,
"grille": 6377,
"beneath": 1703,
"stopping": 13963,
"subfield": 14049,
"transparency_score": 15354,
"min_transparency_threshold": 8750,
"_transform_after": 557,
"dirty_wipe_bucket": 4187,
"toilets_with_recommendations": 15027,
"insufficiency": 7432,
"source_reliability": 13691,
"carries": 2216,
"seat_transparency": 13040,
"seat_transparancy": 13039,
"toilet_bowl_is_clean": 14780,
"floor_around_toilet_is_free_of_debris": 5690,
"walls_and_doors_are_clean": 16475,
"water_supply_quality_is_sufficient": 16675,
"water_pressure_is_adequate": 16663,
"airflow_through_the_area_is_good": 944,
"ambient_temperature_is_comfortable": 1034,
"uncomfortably": 15635,
"illumination": 7015,
"proper_lighting_levels_are_maintained": 11653,
"preconditions": 11237,
"insight": 7379,
"emphasizing": 4747,
"nmaintaining": 9515,
"neven": 9305,
"colds": 2834,
"facemasks": 5317,
"conservative_msg": 3141,
"customs": 3544,
"moderate_msg": 8882,
"liberal_msg": 7973,
"freedom": 5890,
"check_toiletpaper": 2444,
"roi1": 12691,
"384": 256,
"768": 382,
"roi2": 12692,
"960": 439,
"1216": 68,
"count_hand_signs": 3335,
"num_signs": 10003,
"amt": 1067,
"visi": 16374,
"watersource": 16702,
"urinemixture": 16011,
"hygienemodel": 6951,
"messages1": 8630,
"messages2": 8631,
"hurt": 6903,
"messages3": 8632,
"get_recent_toilet_use": 6176,
"_usage": 565,
"recommend_facility_manager_action_plan": 12027,
"recommend_cleaner_action_plan": 12025,
"norm_temp_thresh": 9672,
"low_odor_humid_thresh": 8183,
"high_odor_humid_thresh": 6743,
"max_air_flow_thresh": 8432,
"updated_ratings": 15864,
"computation": 2995,
"intolerable": 7506,
"steamy": 13917,
"jumps": 7696,
"sun": 14135,
"x_tfidf": 17045,
"relied": 12218,
"restricted": 12520,
"toileting_habits": 14990,
"handwash_after_toileting": 6509,
"days_since_last_handwash": 3656,
"bad_events": 1562,
"tz_convert": 15566,
"utc": 16179,
"pytz": 11765,
"average_percentage": 1454,
"reliable_sensor1": 12202,
"reliable_sensor2": 12203,
"get_toilet_analysis_sensor1": 6206,
"toilet_cleaning_threshold": 14795,
"get_toilet_analysis_sensor2": 6207,
"force_wet_run": 5824,
"status3": 13887,
"debugging": 3689,
"did_spillage": 4071,
"number_of_issues": 10044,
"very_dirty": 16317,
"somewhat_dirty": 13645,
"droplets": 4503,
"guard": 6409,
"median_imputer": 8562,
"x_imputed": 17035,
"x_test_transformed": 17044,
"check_high_toilet": 2387,
"check_reliability": 2419,
"predicted_results": 11274,
"toilet_flush_time": 14806,
"check_flush_time": 2371,
"last_flushed": 7831,
"date_last_flushed": 3618,
"elapsed_time": 4689,
"toilet_is_hygenic": 14836,
"presence_of_bodyfluids": 11338,
"bloodd": 1810,
"user_input_blood": 16128,
"raw_input": 11900,
"user_input_bodyfluids": 16129,
"bodyfluids": 1837,
"profanities": 11584,
"num_profane": 9991,
"profane_words": 11583,
"profane": 11582,
"max_profanities": 8466,
"toilet_seat_upright": 14888,
"toilet_seat_down": 14883,
"swearwords": 14197,
"urinal_clean": 15942,
"sink_clean": 13448,
"pass_score": 10749,
"fail_msg": 5360,
"warn_msg": 16493,
"competing": 2947,
"claims": 2558,
"feacal_matter_threshold": 5416,
"cleaniness_threshold": 2684,
"feacal_matter": 5415,
"count_pixels": 3343,
"175": 102,
"get_airflow": 6085,
"get_temperature": 6203,
"isinf": 7602,
"medfilt": 8558,
"case_scores": 2228,
"extrememly": 5301,
"best_score": 1728,
"privacy_threshold": 11471,
"taccuracy": 14247,
"high_toilet_hygiene_scores": 6765,
"governmental": 6324,
"tkeeping": 14719,
"tproperly": 15232,
"tregular": 15395,
"tencouraging": 14412,
"tfollowing": 14476,
"treporting": 15400,
"ttaking": 15471,
"treminding": 15397,
"air_freshener_levels": 914,
"toileting_frequency": 14989,
"gender_value": 6044,
"ethnicity_value": 4980,
"check_if_item_needs_cleaning": 2396,
"clean_the_item": 2628,
"water_volume": 16688,
"time_between_flush": 14636,
"minimum_recommended_time": 8787,
"maximum_bacteria_count": 8496,
"sampled": 12835,
"sample_volume": 12834,
"infestation": 7243,
"tflies": 14473,
"endcolor": 4798,
"unspecified": 15744,
"responsibility_examples": 12480,
"required_files": 12387,
"required_folders": 12388,
"passed_checks": 10753,
"failed_reason": 5362,
"req_file": 12370,
"file_status": 5540,
"check_for_file": 2375,
"req_folder": 12371,
"dir_status": 4127,
"check_for_dir": 2373,
"today_string": 14760,
"stagnant": 13812,
"word_counts": 16955,
"sorted_wordcounts": 13680,
"top2words": 15082,
"most_common": 8977,
"hand_sanitizer_dispenser": 6467,
"automate": 1431,
"moderate_odor": 8883,
"toilet_trust": 14896,
"user_trust_level": 16146,
"output_txt": 10524,
"odor_managed": 10257,
"apply_treatment": 1221,
"ntreatment": 9887,
"save_text": 12885,
"double_flush": 4461,
"multiple_flushes": 9040,
"water_spray": 16671,
"use_agent": 16049,
"num_sprays": 10006,
"price_per_flush": 11411,
"price_per_waste": 11414,
"price_per_product": 11412,
"dir_name": 4124,
"txt_file": 15544,
"low_toilet": 8195,
"high_toilet": 6756,
"dry_check": 4513,
"willing": 16877,
"trusts": 15446,
"outstanding": 10531,
"hesitation": 6711,
"updated_trust": 15878,
"save_image": 12877,
"wipe_down": 16897,
"sterilizing": 13938,
"open_windows": 10357,
"turn_on_fans": 15511,
"fog_room_with_disinfectant": 5790,
"cleaned_": 2644,
"metadata": 8635,
"low_trust": 8202,
"high_trust": 6771,
"underside": 15650,
"no_extreme": 9563,
"directory_path": 4137,
"file_type": 5541,
"move_to_safe_folder": 8999,
"suggest_improvements": 14106,
"warn_of_consequences": 16494,
"destination_folder": 3914,
"nmoved": 9536,
"nsent": 9820,
"get_recipient": 6177,
"nsincerely": 9827,
"trust_values": 15441,
"low_message": 8179,
"high_message": 6740,
"check_if_sufficient_tp": 2397,
"lavender": 7869,
"freshen": 5936,
"nopen": 9664,
"ninstall": 9480,
"stench": 13922,
"tip6": 14703,
"risk1": 12649,
"risk2": 12650,
"resurface": 12547,
"risk3": 12651,
"escaping": 4936,
"gasses": 6017,
"personalized_tips": 10934,
"instructed": 7420,
"tradesmen": 15245,
"confirm_handwash": 3083,
"check_seatcover": 2426,
"check_floorclean": 2370,
"bogged": 1839,
"_fecal_matter": 509,
"_urine": 564,
"update_hightoilethygiene": 15792,
"waterhardness": 16689,
"diseaserisk": 4246,
"update_textbooks": 15823,
"textbooks": 14459,
"improvement_potential": 7109,
"absolutely": 603,
"trusting": 15444,
"trust_levels": 15433,
"water_quality_values": 16665,
"375": 252,
"625": 340,
"875": 407,
"odor_level_values": 10255,
"privacy_issues_values": 11458,
"inconvenient": 7166,
"light_fixtures_values": 7999,
"intermittently": 7484,
"waste_disposal_values": 16592,
"privacy_issues": 11457,
"light_fixtures": 7998,
"vending": 16290,
"lastinspectiondays": 7842,
"altering": 1015,
"facility_cleanliness": 5325,
"_check_input_type": 487,
"var_name": 16260,
"var_value": 16261,
"expected_type": 5148,
"_check_input_range": 486,
"_get_default_scores": 514,
"default_scores": 3752,
"risk_factor_list": 12656,
"risk_factor_": 12655,
"trust_water": 15442,
"usesoap": 16172,
"trust_value": 15440,
"updated_x_train": 15882,
"trained_classifier": 15255,
"simulated_performance": 13429,
"shuffle": 13344,
"folds": 5800,
"stratifiedkfold": 13985,
"n_splits": 9086,
"train_index": 15251,
"val_index": 16219,
"fold": 5793,
"increase_temperature": 7182,
"temparature": 14379,
"new_water_temp": 9372,
"num_items": 9954,
"sentence_scores": 13169,
"date_today": 3620,
"user_response_num": 16138,
"percentage_points": 10866,
"ttrust": 15486,
"cdc_guidelines": 2278,
"tpercentage": 15223,
"high_toilet_hygiene_analysis_": 6760,
"output_text": 10523,
"centers": 2289,
"credible": 3405,
"believing": 1697,
"legit": 7936,
"stool_color": 13955,
"want_details": 16483,
"display_toilethygieune": 4335,
"fruit": 5956,
"picked": 10973,
"vial": 16335,
"autoclaving": 1430,
"biological": 1775,
"kills": 7750,
"prions": 11439,
"biosafety": 1777,
"cabinets": 2025,
"shield": 13298,
"laid": 7805,
"update_markdown": 15808,
"add_comment": 736,
"lacks": 7800,
"rigorousness": 12628,
"edit": 4655,
"replace_markdown": 12313,
"new_title": 9364,
"old_title": 10323,
"create_markdown": 3390,
"selected_trust_level": 13104,
"bad_hygiene": 1566,
"average_hygiene": 1450,
"some_specific_condition": 13636,
"present_feces": 11359,
"take_input": 14265,
"present_urine": 11364,
"present_paper": 11362,
"present_seatcover": 11363,
"calculate_total_score": 2130,
"print_result": 11429,
"valid_responses": 16227,
"assurance": 1376,
"sorted_toilets": 13679,
"dirtiest_toilet": 4155,
"hygentc": 6931,
"scorecard": 12960,
"moderate_trust": 8887,
"trust_low": 15434,
"trust_medium": 15435,
"trust_high": 15429,
"distrust": 4380,
"falsey": 5387,
"dotenv": 4458,
"load_dotenv": 8077,
"beware": 1737,
"frequency_of_washroom_visit": 5923,
"number_of_people_using_toilet": 10051,
"expressing": 5236,
"veryhigh": 16327,
"extremum": 5309,
"cleanliness_dict": 2711,
"20ppm": 160,
"inputed": 7367,
"outta": 10532,
"buddy": 1983,
"stepped": 13931,
"heaven": 6689,
"home_path": 6831,
"toilet_log_file": 14840,
"toilet_image_folder": 14833,
"default_trust": 3755,
"coworker": 3373,
"get_trust": 6226,
"manual_clean": 8364,
"automatic_clean": 1435,
"ultraviolet_disinfection": 15609,
"add_soap": 750,
"toilet_max_fill_level": 14843,
"activate_robot": 702,
"move_around_bowl": 8994,
"soak_debris": 13554,
"deactivate_robot": 3676,
"turn_on_uv_lamps": 15512,
"expose_bowl_for_time": 5228,
"uv_exposure_duration": 16199,
"turn_off_uv_lamps": 15509,
"simulate_action": 13394,
"soap_addition_cost": 13560,
"water_filled_cost": 16632,
"waited": 16457,
"wait_cost": 16452,
"flush_cost": 5728,
"robot": 12681,
"robot_activation_cost": 12682,
"robot_movement_cost": 12684,
"soak_debris_cost": 13555,
"rinse_cost": 12637,
"dry_cost": 4517,
"deactivating": 3678,
"robot_deactivation_cost": 12683,
"uv_lamp_on_cost": 16201,
"uv_light_cost": 16202,
"uv_lamp_off_cost": 16200,
"charging": 2334,
"new_balance": 9312,
"state_transitions": 13865,
"trans": 15262,
"recommended_steps": 12044,
"med_threshold": 8555,
"amount_of_debris": 1049,
"expert_rating": 5190,
"debris_amount": 3686,
"count_debris": 3333,
"was_air_freshener_recently_used": 16507,
"number_of_days": 10038,
"calculate_number_of_days_since_last_cleaning": 2090,
"expert_score": 5193,
"ask_expert_for_cleanliness_assessment": 1323,
"expensive": 5153,
"reputations": 12367,
"user2": 16096,
"user1_rep": 16095,
"user2_rep": 16097,
"calculate_lowtoilethygenecer": 2085,
"ltwh": 8251,
"lowtoilethehgyence": 8226,
"proper_ventilation": 11655,
"cleanliness_maintenance": 2719,
"celebrate": 2284,
"make_announcement": 8310,
"calculate_trust": 2131,
"ammonia_level": 1043,
"nitrate_level": 9492,
"nitrates": 9493,
"milligrams": 8688,
"moistened": 8917,
"case_type": 2229,
"reassure": 11974,
"cleaned_status": 2660,
"viewpoint": 16345,
"capitalized": 2197,
"retain": 12550,
"computational": 2996,
"action_scores": 695,
"action_range": 693,
"wc_hygiene": 16727,
"hihg": 6793,
"threshold_med": 14591,
"dry_mop": 4521,
"untrustworthy": 15756,
"unsuitable": 15748,
"robotic": 12685,
"trust_infection": 15430,
"trust_soap": 15438,
"trust_handdrying": 15428,
"current_max": 3498,
"new_paramter": 9340,
"tdryer": 14352,
"tmoderate": 14737,
"tunacceptable": 15492,
"twear": 15531,
"tinform": 14693,
"delta_bowl": 3808,
"bowl_new": 1905,
"delta_seat": 3810,
"seat_new": 13028,
"delta_floor": 3809,
"floor_new": 5698,
"updated_confidence": 15846,
"component_scores": 2980,
"unitless": 15689,
"deodorizer_strength": 3856,
"new_deodorizer_strength": 9322,
"new_odor_reduction": 9338,
"old_deodorizer_strength": 10319,
"_trust_levels": 562,
"suggest_action": 14104,
"recipes_file": 12016,
"recipes": 12015,
"instructions_file": 7427,
"recipe": 12014,
"chosen_recipe": 2525,
"instr_file": 7416,
"new_instr_file": 9329,
"insert_recipe": 7376,
"restroomhygienetracker": 12526,
"clean_days": 2597,
"days_since_last_update": 3660,
"last_update": 7834,
"get_hygiene_level": 6140,
"expert_emails": 5177,
"total_hygiene": 15128,
"lowely": 8209,
"cleansed_data": 2744,
"send_email_and_sms": 13124,
"schedule_deepcleaning": 12929,
"send_dailycleanup_reminder": 13122,
"call_security_guard": 2158,
"outcome_probs": 10484,
"theorem": 14520,
"prob_improved": 11506,
"bayesian": 1644,
"glove_result": 6286,
"external_bowl_cleaning": 5251,
"test3": 14436,
"frequent_flushing": 5929,
"final_results": 5594,
"discussions": 4243,
"threatening": 14565,
"nappies": 9127,
"deter": 3957,
"swabs": 14194,
"orfeminine": 10417,
"accumulate": 649,
"abdominal": 578,
"cramping": 3379,
"mid_range_low": 8665,
"mid_range_high": 8664,
"misinformation": 8822,
"display_extreme_toilet_method": 4297,
"scrubber": 12989,
"needed_items": 9256,
"nare": 9128,
"nexecuted": 9385,
"nsudo": 9847,
"excuse": 5096,
"determine_handwashing_after_toilet_usage": 3979,
"msg_high": 9017,
"msg_med": 9019,
"msg_low": 9018,
"preview": 11399,
"start_trust": 13855,
"end_trust": 4796,
"tdays": 14344,
"tstart": 15465,
"delta_trust": 3811,
"tchange": 14330,
"tremaining": 15396,
"tnew": 14741,
"apply_final_transformation": 1219,
"tstarting": 15466,
"new_start_trust": 9358,
"ton": 15055,
"current_trust": 3517,
"avg_trust": 1503,
"transformed_avg_trust": 15297,
"taverage": 14321,
"wrapper": 17002,
"ttank": 15472,
"tlast": 14725,
"maintenance_score": 8304,
"privacy_score": 11467,
"calculate_low_toilet_higeine": 2078,
"institution": 7415,
"answear": 1155,
"automate_controls": 1432,
"monitor_results": 8935,
"partnering": 10744,
"collaborate_with_experts": 2839,
"share_best_practices": 13283,
"experts_analysis_required": 5205,
"cleantoilets": 2751,
"trustlevel": 15445,
"transformeddata": 15317,
"time_in_seconds": 14645,
"analyze_handwashing_after_toileting": 1093,
"time_in_sec": 14643,
"time_in_second": 14644,
"nochange": 9620,
"people_present": 10843,
"oldscore": 10327,
"arguement": 1274,
"validate_trust": 16234,
"trust_input": 15431,
"medium_trust": 8584,
"npoor": 9752,
"assertion": 1343,
"nhs": 9456,
"outcome_messages": 10483,
"addenbrooke": 759,
"cambridge": 2165,
"foundation": 5865,
"hinchingbrooke": 6796,
"patient_records": 10779,
"admission_date": 809,
"discharge_date": 4215,
"num_hcw_patients": 9946,
"hcw": 6662,
"hcw_handwash_rate": 6663,
"captions": 2199,
"img_urls": 7053,
"20230417": 140,
"56a6e9f83df78cf772913c9b": 318,
"ytimg": 17151,
"vi": 16332,
"koqxwg0yvm": 7778,
"maxresdefault": 8501,
"capts": 2200,
"color_map": 2859,
"provider": 11689,
"diligence": 4106,
"102": 48,
"mastered": 8406,
"toilet_hygiene_trust": 14829,
"nausea": 9139,
"threshold_good": 14587,
"threshold_fair": 14585,
"threshold_poor": 14593,
"factor_scores": 5337,
"penalizing": 10828,
"rewarding": 12605,
"lowtoilethygienescore": 8229,
"min_allowed": 8704,
"max_allowed": 8434,
"launch": 7866,
"nmotion": 9535,
"nsocial": 9831,
"get_drinkable_water": 6118,
"boil_water": 1841,
"sanitize_cloth": 12846,
"pour_solution": 11202,
"new_trust": 9368,
"termination": 14425,
"update_trust": 15837,
"resorts": 12438,
"trust_to_standard": 15439,
"reinforce": 12150,
"comparable": 2936,
"sect": 13065,
"_trust": 561,
"toilet_hygiene_factors": 14820,
"paper_available": 10664,
"affirmation": 848,
"stepping": 13932,
"timestmap": 14689,
"score_for_factor": 12958,
"toilet_hygine_score": 14830,
"display_toilet_cleanliness": 4326,
"extreme_actions": 5272,
"prob_dist": 11498,
"selected_action": 13093,
"cum_weights": 3448,
"nprobability": 9763,
"complexities": 2967,
"tprofessional": 15230,
"unhashable": 15674,
"checkups": 2478,
"handwashed_yes": 6546,
"handwashed_no": 6544,
"most_trusted": 8985,
"recent_complaints": 11997,
"hightoilethygienemanagementsystem": 6790,
"nconsult": 9197,
"_calculate_low_trust_level": 475,
"_calculate_high_trust_level": 474,
"specifics": 13715,
"organizations": 10423,
"very_poor": 16323,
"initial_trust": 7291,
"industries": 7228,
"finance": 5601,
"condensation": 3035,
"recalibrate": 11981,
"vigilant": 16348,
"suspending": 14188,
"damages": 3583,
"managetoiletodourforanalysisbyprofessionals": 8354,
"odor_analysis": 10241,
"ntrust": 9888,
"min_trust": 8751,
"claim1": 2555,
"claim2": 2556,
"claim3": 2557,
"_dry_run_calculation": 503,
"ncalculated": 9168
}
}
}