From 1ca1598af8a4cb4fd40882528b9aa981b94f1b56 Mon Sep 17 00:00:00 2001 From: zacharymeurer Date: Fri, 28 Jun 2024 16:07:28 -0400 Subject: [PATCH] Changed all files in dev_code to have correct file paths --- data/db_filenames.csv | 22 -- ...ad code.ipynb => kmeans_pca_testing.ipynb} | 16 +- ...ition times from repeat observations.ipynb | 4 +- dev_code/mean_transition_times_dev.ipynb | 18 +- dev_code/plotting.ipynb | 238 +----------------- ...e', 'Fruits_ripe', 'Fruits_open']_2018.png | Bin 64082 -> 0 bytes ...e', 'Fruits_ripe', 'Fruits_open']_2019.png | Bin 61282 -> 0 bytes ...e', 'Fruits_ripe', 'Fruits_open']_2020.png | Bin 60318 -> 0 bytes ...e', 'Fruits_ripe', 'Fruits_open']_2021.png | Bin 57201 -> 0 bytes ...e', 'Fruits_ripe', 'Fruits_open']_2022.png | Bin 58483 -> 0 bytes ...e', 'Fruits_ripe', 'Fruits_open']_2023.png | Bin 60494 -> 0 bytes ...ties)-mangiferaindica_Fruits_ripe_2018.png | Bin 49416 -> 0 bytes ...ties)-mangiferaindica_Fruits_ripe_2019.png | Bin 47720 -> 0 bytes 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-state,reference_filename,citizen_filename -andaman and nicobar islands,pvt_andaman_and_nicobar_islands.csv,andaman and nicobar islands_citizenData.csv -andhra pradesh,pvt_andhra_pradesh.csv,andhra pradesh_citizenData.csv -arunachal pradesh,pvt_arunachal_pradesh.csv,arunachal pradesh_citizenData.csv -assam,pvt_assam.csv,assam_citizenData.csv -bihar,pvt_bihar.csv,bihar_citizenData.csv -delhi,pvt_delhi.csv,delhi_citizenData.csv -gujarat,pvt_gujarat.csv,gujarat_citizenData.csv -haryana,pvt_haryana.csv,haryana_citizenData.csv -jammu and kashmir,pvt_jammu_and_kashmir.csv,jammu and kashmir_citizenData.csv -jharkhand,pvt_jharkhand.csv,jharkhand_citizenData.csv -karnataka,pvt_karnataka.csv,karnataka_citizenData.csv -kerala,pvt_kerala.csv,kerala_citizenData.csv -madhya pradesh,pvt_madhya_pradesh.csv,madhya pradesh_citizenData.csv -maharashtra,pvt_maharashtra.csv,maharashtra_citizenData.csv -manipur,pvt_manipur.csv,manipur_citizenData.csv -meghalaya,pvt_meghalaya.csv,meghalaya_citizenData.csv -odisha,pvt_odisha.csv,odisha_citizenData.csv -puducherry,pvt_puducherry.csv,puducherry_citizenData.csv -rajasthan,pvt_rajasthan.csv,rajasthan_citizenData.csv -tamil nadu,pvt_tamil_nadu.csv,tamil nadu_citizenData.csv -tripura,pvt_tripura.csv,tripura_citizenData.csv diff --git a/dev_code/old notebook with bad code.ipynb b/dev_code/kmeans_pca_testing.ipynb similarity index 99% rename from dev_code/old notebook with bad code.ipynb rename to dev_code/kmeans_pca_testing.ipynb index a61fa868..1ab51f48 100644 --- a/dev_code/old notebook with bad code.ipynb +++ b/dev_code/kmeans_pca_testing.ipynb @@ -224,7 +224,7 @@ "from sklearn.cluster import KMeans\n", "from kmodes.kprototypes import KPrototypes\n", "\n", - "k_df = pd.read_csv(\"all data/citizen/maharashtra.csv\")\n", + "k_df = pd.read_csv(\"../data/citizen_states_cleaned/maharashtra.csv\")\n", "k_df = k_df[k_df[\"Species_name\"] == \"Peepal-Ficus religiosa\"]\n", "\n", "species = {}\n", @@ -466,7 +466,7 @@ "from sklearn.preprocessing import OneHotEncoder\n", "import numpy as np\n", "\n", - "k_df = pd.read_csv(\"all data/citizen/maharashtra.csv\")\n", + "k_df = pd.read_csv(\"../data/citizen_states_cleaned/maharashtra.csv\")\n", "k_df = k_df[k_df[\"Species_name\"] == \"Peepal-Ficus religiosa\"]\n", "\n", "k_df = k_df.drop([\"Date_of_observation\", \"Observation_ID\", \"User_id\", \"User_Tree_id\", \"Lat\", \"Long\"], axis=1)\n", @@ -515,16 +515,6 @@ "plt.ylabel('Principal Component 2')\n", "plt.show()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f7cf1ba4", - "metadata": {}, - "outputs": [], - "source": [ - "# " - ] } ], "metadata": { @@ -543,7 +533,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.9" + "version": "3.12.2" } }, "nbformat": 4, diff --git a/dev_code/mean transition times from repeat observations.ipynb b/dev_code/mean transition times from repeat observations.ipynb index 4feb3082..e672a1a6 100644 --- a/dev_code/mean transition times from repeat observations.ipynb +++ b/dev_code/mean transition times from repeat observations.ipynb @@ -81,7 +81,7 @@ "outputs": [], "source": [ "def plot_probs(species_id, attr, year):\n", - " state_df = pd.read_csv('all data/citizen/kerala.csv')\n", + " state_df = pd.read_csv('../data/citizen_states_cleaned/kerala.csv')\n", " transition_data = get_transition_data(state_df, species_id, attr, year)\n", " transition_probs = transition_data / np.sum(transition_data)\n", " pcts = get_percent_data(state_df, species_id, attr, year)\n", @@ -186,7 +186,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.13" + "version": "3.12.2" } }, "nbformat": 4, diff --git a/dev_code/mean_transition_times_dev.ipynb b/dev_code/mean_transition_times_dev.ipynb index f199afa0..69b46c43 100644 --- a/dev_code/mean_transition_times_dev.ipynb +++ b/dev_code/mean_transition_times_dev.ipynb @@ -153,7 +153,7 @@ "outputs": [], "source": [ "def plot_score_and_pcts(species_id, attr, L=5, M=3, w_1=1, w_2=1, w_3=1, size_term=False):\n", - " state_df = pd.read_csv('all data/citizen/kerala.csv')\n", + " state_df = pd.read_csv('../data/citizen_state_names/kerala.csv')\n", " pcts = []\n", " for year in range(2018, 2024):\n", " pcts += get_percent_of_positive_observations_for_each_week(state_df, year, species_id, attr)\n", @@ -209,7 +209,7 @@ "outputs": [], "source": [ "def plot_score_for_one_year(year, species_id, attr, L=5, M=3, w_1=1, w_2=1):\n", - " state_df = pd.read_csv('all data/citizen/kerala.csv')\n", + " state_df = pd.read_csv('../data/citizen_state_names/kerala.csv')\n", " pcts = []\n", " for y in range(2018, 2024):\n", " pcts += get_percent_of_positive_observations_for_each_week(state_df, y, species_id, attr)\n", @@ -250,7 +250,7 @@ "outputs": [], "source": [ "def plot_stagnations(species_id, attr, L=5, M=3, w_1=1, w_2=1, w_3=1, size_term=False):\n", - " state_df = pd.read_csv('all data/citizen/kerala.csv')\n", + " state_df = pd.read_csv('../data/citizen_state_names/kerala.csv')\n", " pcts = []\n", " if size_term:\n", " scores, spikes, stagns, sizes = get_scores(state_df, species_id, attr, L=L, M=M, w_1=w_1, w_2=w_2, w_3=w_3, size_term=size_term)\n", @@ -300,7 +300,7 @@ " # plt.title(f\"Average transition time for Mango (all species) {attr} in Kerala, {year}, L={L}, M={M}, w_1={w_1}, w_2={w_2}\")\n", "\n", "def plot_spikes(species_id, attr, L=5, M=3, w_1=1, w_2=1, w_3=1, size_term=False):\n", - " state_df = pd.read_csv('all data/citizen/kerala.csv')\n", + " state_df = pd.read_csv('../data/citizen_state_names/kerala.csv')\n", " pcts = []\n", " for year in range(2018, 2024):\n", " pcts += get_percent_of_positive_observations_for_each_week(state_df, year, species_id, attr)\n", @@ -3247,7 +3247,7 @@ } ], "source": [ - "state_df = pd.read_csv('all data/citizen/kerala.csv')\n", + "state_df = pd.read_csv('../data/citizen_state_names/kerala.csv')\n", "top_20_species = state_df['Species_id'].value_counts().index.tolist()[:20]\n", "for species_id in top_20_species:\n", " for w_1 in [0.5]:\n", @@ -3319,7 +3319,7 @@ " return list(scores), list(spikes), list(stagns)\n", "\n", "def plot_score_and_pcts(species_id, attr, L=5, M_short=3, M_long=15, w_1=1, w_2=1, w_3=1, size_term=False):\n", - " state_df = pd.read_csv('all data/citizen/kerala.csv')\n", + " state_df = pd.read_csv('../data/citizen_state_names/kerala.csv')\n", " pcts = []\n", " for year in range(2018, 2024):\n", " pcts += get_percent_of_positive_observations_for_each_week(state_df, year, species_id, attr)\n", @@ -3367,7 +3367,7 @@ " plt.title(f\"Average transition time for Mango (all species) {attr} in Kerala, {year}, L={L}, M_short={M_short}, M_long={M_long}, w_1={w_1}, w_2={w_2}, w_3={w_3}\")\n", "\n", "def plot_spikes(species_id, attr, L=5, M_short=3, M_long=15, w_1=1, w_2=1, w_3=1, size_term=False):\n", - " state_df = pd.read_csv('all data/citizen/kerala.csv')\n", + " state_df = pd.read_csv('../data/citizen_state_names/kerala.csv')\n", " pcts = []\n", " for year in range(2018, 2024):\n", " pcts += get_percent_of_positive_observations_for_each_week(state_df, year, species_id, attr)\n", @@ -3402,7 +3402,7 @@ " plt.show()\n", "\n", "def plot_stagnations(species_id, attr, L=5, M_short=3, M_long=15, w_1=1, w_2=1, w_3=1, size_term=False):\n", - " state_df = pd.read_csv('all data/citizen/kerala.csv')\n", + " state_df = pd.read_csv('../data/citizen_state_names/kerala.csv')\n", " pcts = []\n", " if size_term:\n", " scores, spikes, stagns, sizes = get_scores(state_df, species_id, attr, L=L, M_short=M_short, M_long=M_long, w_1=w_1, w_2=w_2, w_3=w_3, size_term=size_term)\n", @@ -4613,7 +4613,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.13" + "version": "3.12.2" } }, "nbformat": 4, diff --git a/dev_code/plotting.ipynb b/dev_code/plotting.ipynb index 907d8fdb..ead90de7 100644 --- a/dev_code/plotting.ipynb +++ b/dev_code/plotting.ipynb @@ -14,48 +14,6 @@ "import regex as re" ] }, - { - "cell_type": "markdown", - "id": "6256b927", - "metadata": {}, - "source": [ - "## Combing and Cleaning Files\n", - "\n", - "ref_states missing chandigarh, chhattisgarh, dadra and nagar haveli, goa, punjab, sikkim, telangana, uttar pradesh, uttarakhand, and west bengal\n", - "\n", - "Combine andaman and nicobar & andaman and nicobar islands\n", - "\n", - "Combine nct of delhi & delhi" - ] - }, - { - "cell_type": "code", - "execution_count": 119, - "id": "4b52dfbc", - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "# Combining Andaman and Nicobar Islands and Andaman and Nicobar citizen csv files\n", - "aani_df = pd.read_csv(\"citizen_data/Andaman and Nicobar Islands_citizenData.csv\")\n", - "aan_df = pd.read_csv(\"citizen_data/Andaman and Nicobar_citizenData.csv\")\n", - "pd.concat([aan_df, aani_df],ignore_index=True).to_csv('citizen_data/Andaman and Nicobar Islands_citizenData.csv',index=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 121, - "id": "31e62d0f", - "metadata": {}, - "outputs": [], - "source": [ - "# Combining Delhi and NCT of Delhi citizen csv files\n", - "nct_delhi_df = pd.read_csv(\"citizen_data/NCT of Delhi_citizenData.csv\")\n", - "delhi_df = pd.read_csv(\"citizen_data/Delhi_citizenData.csv\")\n", - "pd.concat([delhi_df, nct_delhi_df],ignore_index=True).to_csv('citizen_data/Delhi_citizenData.csv')" - ] - }, { "cell_type": "markdown", "id": "85552f95", @@ -64,99 +22,6 @@ "## Finding Shared CSVs & Creating Filenames CSV" ] }, - { - "cell_type": "code", - "execution_count": 63, - "id": "949b56c0", - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "# cit_states contains each state that appears in the citizen database\n", - "cit_states = []\n", - "\"\"\"for state in np.sort(cit_df['State_name'].unique()):\n", - " state = state.lower()\n", - " cit_states.append(state)\"\"\"\n", - "# ref_states contains each state that appears in the reference database\n", - "for tablename in os.listdir('./citizen_data/'):\n", - " if tablename == '.DS_Store':\n", - " continue\n", - " tablename = tablename.replace('_citizenData.csv','')\n", - " tablename = tablename.lower()\n", - " cit_states.append(tablename)\n", - "ref_states = []\n", - "for tablename in os.listdir('./reference_data/'):\n", - " if tablename == '.DS_Store':\n", - " continue\n", - " tablename = tablename.replace('pvt_','')\n", - " tablename = tablename.replace('.csv','')\n", - " tablename = tablename.replace('_',' ')\n", - " tablename = tablename.lower()\n", - " ref_states.append(tablename)\n", - "ref_states.sort()" - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "id": "00f51051", - "metadata": { - "scrolled": true - }, - "outputs": [ - { - "data": { - "text/plain": [ - "True" - ] - }, - "execution_count": 47, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "(set(cit_states) & set(ref_states)) == set(ref_states) \n", - "# Every state in the reference database is in citizen database\n", - "# Join databases on ref_states." - ] - }, - { - "cell_type": "code", - "execution_count": 65, - "id": "34a418a1", - "metadata": {}, - "outputs": [], - "source": [ - "# Finding citizen files for states shared with reference db.\n", - "cit_filenames = []\n", - "ref_filenames = os.listdir('./reference_data/')\n", - "if '.DS_Store' in ref_filenames:\n", - " ref_filenames.remove('.DS_Store')\n", - "for ref_filename in ref_filenames:\n", - " cit_filename = ref_filename.replace('pvt_','')\n", - " cit_filename = cit_filename.replace('_', ' ')\n", - " cit_filename = cit_filename.replace('.csv', '_citizenData.csv')\n", - " cit_filenames.append(cit_filename)\n", - "ref_filenames.sort()\n", - "cit_filenames.sort()" - ] - }, - { - "cell_type": "code", - "execution_count": 70, - "id": "e6ae2226", - "metadata": { - "scrolled": true - }, - "outputs": [], - "source": [ - "pd.DataFrame(data=zip(ref_states,ref_filenames,cit_filenames), \n", - " columns=['state','reference_filename', 'citizen_filename']\n", - " ).to_csv('db_filenames.csv', index=False)" - ] - }, { "cell_type": "markdown", "id": "7da9d038", @@ -165,30 +30,6 @@ "# Plotting" ] }, - { - "cell_type": "code", - "execution_count": 58, - "id": "51076923", - "metadata": {}, - "outputs": [], - "source": [ - "ref_df = pd.read_csv(\"reference_data/pvt_andaman_and_nicobar_islands.csv\")\n", - "cit_df = pd.read_csv(\"citizen_data/Andaman and Nicobar Islands_citizenData.csv\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "723dabf2", - "metadata": {}, - "outputs": [], - "source": [ - "for state in cit_df['State_name'].unique():\n", - " state_cit_df = cit_df[cit_df['State_name'] == state]\n", - " state_ref_df = \n", - " plt.plot(state_cit_df['week'], )" - ] - }, { "cell_type": "code", "execution_count": 2, @@ -196,7 +37,7 @@ "metadata": {}, "outputs": [], "source": [ - "all_df = pd.read_csv(\"updated_alldata.csv\")" + "all_df = pd.read_csv(\"../data/cleaned_alldata.csv\")" ] }, { @@ -206,7 +47,7 @@ "metadata": {}, "outputs": [], "source": [ - "kerala_df = pd.read_csv(\"citizen_data/kerala_citizenData.csv\")" + "kerala_df = pd.read_csv(\"../data/citizen_states_cleaned/kerala.csv\")" ] }, { @@ -540,9 +381,9 @@ " plt.vlines(x = solstices, ymin = 0, ymax = 2, colors = 'purple', label = 'seasons')\n", " plt.title(f\"Average {feature} over 10 years in Kerala\", fontsize=30)\n", " plt.legend()\n", - " #fig.text(0.5, -0.03, 'Weeks of the Year', ha='center', fontsize=20)\n", - " #fig.text(-0.03, 0.5, f'Average {feature}', va='center', rotation='vertical', fontsize=20)\n", - " plt.figure(figsize=(15,15)) #!!!! NOT WORKING !!!!\n", + " plt.xlabel('Weeks of the Year')\n", + " plt.ylabel(f'Average {feature}')\n", + " plt.figure(figsize=(15,15))\n", " plt.show()" ] }, @@ -1048,73 +889,10 @@ } ], "source": [ + "# Observations each year\n", "for year in kerala_df['Year'].sort_values().unique():\n", " year_df = kerala_df[kerala_df['Year'] == year]\n", - " print(year)\n", - " print(len(year_df))" - ] - }, - { - "cell_type": "code", - "execution_count": 198, - "id": "70d7dfd9", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Leaves_fresh Values Reported\n", - "2014 : [-1. 0. 1. 2.]\n", - "2015 : [-1. 0. 1. 2.]\n", - "2016 : [-1. 0. 1. 2. nan]\n", - "2017 : [-1. 0. 1. 2. nan]\n", - "2018 : [-2. -1. 0. 1. 2.]\n", - "2019 : [-2. -1. 0. 1. 2.]\n", - "2020 : [-2. -1. 0. 1. 2.]\n", - "2021 : [-2. -1. 0. 1. 2.]\n", - "2022 : [-2. -1. 0. 1. 2.]\n", - "2023 : [-2. -1. 0. 1. 2.]\n" - ] - } - ], - "source": [ - "print(\" Leaves_fresh Values Reported\")\n", - "for year in kerala_df['Year'].sort_values().unique():\n", - " year_df = kerala_df[kerala_df['Year'] == year]\n", - " print(f\"{year} : {year_df['Leaves_fresh'].sort_values().unique()}\")" - ] - }, - { - "cell_type": "code", - "execution_count": 200, - "id": "4acb6fea", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " Leaves_fresh Values Reported\n", - "2014 : [-1. 0. 1. 2.]\n", - "2015 : [-1. 0. 1. 2.]\n", - "2016 : [-1. 0. 1. 2.]\n", - "2017 : [-1. 0. 1. 2. nan]\n", - "2018 : [-2. -1. 0. 1. 2.]\n", - "2019 : [-2. -1. 0. 1. 2.]\n", - "2020 : [-1. 0. 1. 2.]\n", - "2021 : [-2. -1. 0. 1. 2.]\n", - "2022 : [-2. -1. 0. 1. 2.]\n", - "2023 : [-2. -1. 0. 1. 2.]\n" - ] - } - ], - "source": [ - "print(\" Leaves_fresh Values Reported\")\n", - "species_df = kerala_df[kerala_df['Species_name'] == 'Jackfruit- Artocarpus heterophyllus']\n", - "for year in species_df['Year'].sort_values().unique():\n", - " year_df = species_df[species_df['Year'] == year]\n", - " print(f\"{year} : {year_df['Leaves_fresh'].sort_values().unique()}\")" + " print(year, len(year_df))" ] } ], @@ -1134,7 +912,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.13" + "version": "3.12.2" } }, "nbformat": 4, diff --git a/final_report_plots/percentage_fruit_stage_comparison/mango(allvarieties)-mangiferaindica_['Fruits_unripe', 'Fruits_ripe', 'Fruits_open']_2018.png b/final_report_plots/percentage_fruit_stage_comparison/mango(allvarieties)-mangiferaindica_['Fruits_unripe', 'Fruits_ripe', 'Fruits_open']_2018.png deleted file mode 100644 index e4d58649c57d9d33c7f5c81b29e89b3610094b54..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 64082 zcmd@6X*8Gb`#la{hA4BQl$nw#V<>Y)DGf4Y$SgyYWS%KQlMEH1kQ5m*rYN%_Lxu_& zG9)U5%w@Xw_5QB=yMAlk>-Xed|7ZWtTCI1V((83y=XspRv5&p?ao*55d4!Q}2OU8W zj7POJbP0kom>?(yH`3rw9EE?jcIaNe5F)7I7P z{3T~uiG32X;(QM7?k;YMl9Cty_Xi{{x!OzCj~eOWLpHf+8M_e#vlaP^;+a~;d4l*` zc~s+ozW2k4uUP_)?Sz7FUey=)j_ByVXzIyr6)y6k3Fs&%r(yXC0XWM3<* zbREY={!o^KT1lyCzbIJ_;{QaCX;Se0_h;OP{vY~H8Wj;382J9fhYp7WS3^QBuPj}@ z9hdr~E6>8_>uV30Ce?pG1s|#fnIGEq&0)r5{?{kk%a<=Ze$CL@c{M7Ed1Yl~@W+p9 zBTe_S%b0(4jr?p+EAgGrGHEi}d@4m%^G8ck_8f=YY7e)PC&TQIR>R)4V>ho~5595Z zhRYhhcAwA8lg8zkHHN-2AK8x|KYljTf4(^POK)zXd&`GJxe$CqI3s7cVV?P>RyFTw zf?Lr&_}Vqvo|hMI#m93Dl^SH9Ni{CAYin;8neX1ZZQHe6vo|%Zt;`=DDAf0ry79+o zW&JM8I(YIVlS#2-SaWl;OqbuvlJvyHL}F*vP$>H8g9umuq7-L5)$ZAw%vMnTzsood8M>XUHn{ z*w2`C6$n|p87rX~8X9UI7_fLg;&S=2)hp+(S;q^;Lhp3R$;rhgVd1@%FZC*RRq+YyMJo1R-`NNB!2; 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