Drawing two curves from a csv file

Question

Hello fellows and folks!

I am working with python and I need to draw the following picture in latex by using the values from the variables. They are a ton, so it is not like the usual stuff where I plot 10 (x,y) points. How can I use those file and get the same plot as in the picture

It looks something like this:

Users' csv file structure:

user_index  user_counts
0   20
0.000165562913907   20
0.000331125827815   20
0.000496688741722   20
0.000662251655629   20
0.000827814569536   20
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Movies' csv file structure:

user_index  user_counts
0   20
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0.025993377483444   21
0.026158940397351   21
0.026324503311258   21
0.026490066225166   21
0.026655629139073   21
0.02682119205298    21
0.026986754966888   21
0.027152317880795   21
0.027317880794702   21
0.027483443708609   21
0.027649006622517   21
0.027814569536424   21
0.027980132450331   21
0.028145695364239   21
0.028311258278146   21
0.028476821192053   21
0.02864238410596    21

This MWE seems to be working but it prints a histogram instead lines:

\documentclass{article}
\usepackage{filecontents}
\begin{filecontents*}{data.csv}
    x_values    y_frequency
    0.000165562913907   20
    0.000331125827815   20
    0.000496688741722   20
    0.000662251655629   20
    0.000827814569536   20  
\end{filecontents*}
\usepackage{pgfplots, pgfplotstable}
\usepgfplotslibrary{statistics}
\pgfplotsset{compat=1.16}
% from https://tex.stackexchange.com/a/445369/121799
\newcommand*{\ReadOutElement}[4]{%
    \pgfplotstablegetelem{#2}{#3}\of{#1}%
    \let#4\pgfplotsretval
}
\begin{document}
    \pgfplotstableread[header=true]{data.csv}\datatable
    \pgfplotstablegetrowsof{\datatable}
    \pgfmathtruncatemacro{\rownum}{\pgfplotsretval-1}
    \foreach \X in {0,...,\rownum}
    {\ReadOutElement{\datatable}{\X}{x_values}{\tmpx}
        \ifnum\X=0
        \xdef\lstSymbCoords{{\tmpx}}
        \else
        \xdef\lstSymbCoords{\lstSymbCoords,{\tmpx}}
        \fi}
    %\typeout{\lstSymbCoords}
    \begin{tikzpicture}
    \edef\temp{\noexpand\begin{axis}[
        ybar,
        ymin=0,
        symbolic x coords={\lstSymbCoords},
        xticklabel style={
            rotate=90,
            anchor=east}
        ]}
    \temp
    \addplot[
    % hist={
    %     bins=7,
    %     data min=0.5,
    %     %data max=4
    % }   
    ] table [x=x_values,y=y_frequency] {\datatable};
    \end{axis}
    \end{tikzpicture}
\end{document}  

Answer 1

You've used a lot of code that you don't actually need I think, and the reason you get a histogram is ybar, which makes the plot a bar chart. As I mention in a comment, the basic setup you need is

\begin{tikzpicture}
\begin{axis}
    \addplot table {movies.csv};
    \addplot table {users.csv};
\end{axis}
\end{tikzpicture}

This works when you have just two columns in the files, and the columns are separated by white space. If not told otherwise, pgfplots will use the first column of a file for the x-values, and the second for the y-values.

To do the styling you need a bit more code. In the example below I wrapped most of the stuff in a style, which makes it easier to reuse it, should you need more diagrams with the same basic look.

\documentclass{article}
\usepackage{filecontents}
\begin{filecontents*}{movies.csv}
    x_values    y_frequency
    0.000165562913907   20
    0.000331125827815   20
    0.000496688741722   20
    0.000662251655629   20
    0.000827814569536   20  
\end{filecontents*}

\begin{filecontents*}{users.csv}
user_index  user_counts
0   20
0.000165562913907   20
0.000331125827815   20
0.000496688741722   20
0.000662251655629   20
0.000827814569536   20
0.000993377483444   20
0.001158940397351   20
0.001324503311258   20
0.001490066225166   20
0.001655629139073   20
\end{filecontents*}

\usepackage{pgfplotstable}
\pgfplotsset{
   compat=1.16,
   MyAxisStyle/.style={ % define a new style for the axis, makes reuse easier
     grid=major, % activate grid lines
     grid style={white}, % and make them white
     axis background/.style={fill=black!20}, % fill background
     axis line style={draw=none}, % don't draw axis box
     tickwidth=0pt,% don't draw ticks
     scaled x ticks=false, % don't scale ticklabels by some factor of ten
     xticklabel style={
       /pgf/number format/fixed, % don't use scientific notation for ticklabels
       /pgf/number format/precision=3 % set number of decimals
    }
  },
}



\begin{document}
\begin{tikzpicture}
\begin{axis}[
  MyAxisStyle, % use the style defined earlier
  only marks
  ]
    \addplot [mark=*, orange] table {movies.csv};
    \addplot [mark=*, blue] table {users.csv};
\end{axis}
\end{tikzpicture}
\end{document} 

Answer 2

INCREDIBLE! THANK YOU Torbjorn!

\documentclass{article}

\usepackage{pgfplots, pgfplotstable}
\usepgfplotslibrary{statistics}
\pgfplotsset{compat=1.16}

\begin{document}

    % This file was created by matplotlib2tikz v0.7.4.
    \begin{tikzpicture}

    \definecolor{color0}{rgb}{0.917647058823529,0.917647058823529,0.949019607843137}
    \definecolor{color1}{rgb}{0.12156862745098,0.466666666666667,0.705882352941177}
    \definecolor{color2}{rgb}{1,0.498039215686275,0.0549019607843137}

    \begin{axis}[
    axis background/.style={fill=color0},
    axis line style={white},
    legend cell align={left},
    legend style={at={(0.97,0.03)}, anchor=south east, draw=none, fill=color0},
    tick align=outside,
    tick pos=left,
    x grid style={white},
    xlabel={Number of Ratings},
    xmajorgrids,
    xmin=-35.8, xmax=773.8,
    xtick style={color=white!15.0!black},
    y grid style={white},
    ylabel={ECDF},
    ymajorgrids,
    ymin=-0.0499702734839477, ymax=1.0493757431629,
    ytick style={color=white!15.0!black}
    ]
    \addplot [thick, color1, mark=*, mark size=3, mark options={solid}, only marks]
    table {%
        20 0
        20 0.00106044538706257
        20 0.00212089077412513
        20 0.0031813361611877
        20 0.00424178154825027
        20 0.00530222693531283
        20 0.0063626723223754
        20 0.00742311770943796
        20 0.00848356309650053
        20 0.0095440084835631
        20 0.0106044538706257
        20 0.0116648992576882
        20 0.0127253446447508
        20 0.0137857900318134
        20 0.0148462354188759
        20 0.0159066808059385
        20 0.0169671261930011
        20 0.0180275715800636
        20 0.0190880169671262
        20 0.0201484623541888
        20 0.0212089077412513
        20 0.0222693531283139
        20 0.0233297985153765
        20 0.024390243902439
        20 0.0254506892895016
        20 0.0265111346765642
        20 0.0275715800636267
        20 0.0286320254506893
        20 0.0296924708377519
        20 0.0307529162248144
        20 0.031813361611877
        20 0.0328738069989396
        21 0.0339342523860021
        21 0.0349946977730647
        21 0.0360551431601273
        21 0.0371155885471898
        21 0.0381760339342524
        21 0.039236479321315
        21 0.0402969247083775
        21 0.0413573700954401
        21 0.0424178154825027
        21 0.0434782608695652
        21 0.0445387062566278
        21 0.0455991516436903
        21 0.0466595970307529
        21 0.0477200424178155
        21 0.0487804878048781
        21 0.0498409331919406
        21 0.0509013785790032
        21 0.0519618239660657
        21 0.0530222693531283
        21 0.0540827147401909
        21 0.0551431601272534
        21 0.056203605514316
        21 0.0572640509013786
        21 0.0583244962884411
        22 0.0593849416755037
        22 0.0604453870625663
        22 0.0615058324496288
        22 0.0625662778366914
        22 0.063626723223754
        22 0.0646871686108165
        22 0.0657476139978791
        22 0.0668080593849417
        22 0.0678685047720042
        22 0.0689289501590668
        22 0.0699893955461294
        22 0.0710498409331919
        22 0.0721102863202545
        22 0.0731707317073171
        22 0.0742311770943796
        22 0.0752916224814422
        22 0.0763520678685048
        22 0.0774125132555673
        22 0.0784729586426299
        22 0.0795334040296925
        22 0.080593849416755
        22 0.0816542948038176
        22 0.0827147401908802
        23 0.0837751855779427
        23 0.0848356309650053
        23 0.0858960763520679
        23 0.0869565217391304
        23 0.088016967126193
        23 0.0890774125132556
        23 0.0901378579003181
        23 0.0911983032873807
        23 0.0922587486744433
        23 0.0933191940615058
        23 0.0943796394485684
        23 0.095440084835631
        23 0.0965005302226935
        23 0.0975609756097561
        23 0.0986214209968187
        23 0.0996818663838812
        23 0.100742311770944
        23 0.101802757158006
        23 0.102863202545069
        23 0.103923647932131
        23 0.104984093319194
        24 0.106044538706257
        24 0.107104984093319
        24 0.108165429480382
        24 0.109225874867444
        24 0.110286320254507
        24 0.111346765641569
        24 0.112407211028632
        24 0.113467656415695
        24 0.114528101802757
        24 0.11558854718982
        24 0.116648992576882
        24 0.117709437963945
        24 0.118769883351007
        24 0.11983032873807
        24 0.120890774125133
        24 0.121951219512195
        24 0.123011664899258
        24 0.12407211028632
        24 0.125132555673383
        24 0.126193001060445
        24 0.127253446447508
        25 0.128313891834571
        25 0.129374337221633
        25 0.130434782608696
        25 0.131495227995758
        25 0.132555673382821
        25 0.133616118769883
        25 0.134676564156946
        25 0.135737009544008
        25 0.136797454931071
        25 0.137857900318134
        25 0.138918345705196
        25 0.139978791092259
        25 0.141039236479321
        25 0.142099681866384
        25 0.143160127253446
        25 0.144220572640509
        26 0.145281018027572
        26 0.146341463414634
        26 0.147401908801697
        26 0.148462354188759
        26 0.149522799575822
        26 0.150583244962884
        26 0.151643690349947
        26 0.15270413573701
        26 0.153764581124072
        26 0.154825026511135
        26 0.155885471898197
        26 0.15694591728526
        26 0.158006362672322
        26 0.159066808059385
        26 0.160127253446448
        26 0.16118769883351
        26 0.162248144220573
        26 0.163308589607635
        26 0.164369034994698
        27 0.16542948038176
        27 0.166489925768823
        27 0.167550371155885
        27 0.168610816542948
        27 0.169671261930011
        27 0.170731707317073
        27 0.171792152704136
        27 0.172852598091198
        27 0.173913043478261
        27 0.174973488865323
        27 0.176033934252386
        27 0.177094379639449
        27 0.178154825026511
        27 0.179215270413574
        27 0.180275715800636
        27 0.181336161187699
        28 0.182396606574761
        28 0.183457051961824
        28 0.184517497348887
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        28 0.189819724284199
        28 0.190880169671262
        28 0.191940615058324
        28 0.193001060445387
        28 0.19406150583245
        28 0.195121951219512
        28 0.196182396606575
        28 0.197242841993637
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        29 0.199363732767762
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        29 0.204665959703075
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        30 0.219512195121951
        30 0.220572640509014
        30 0.221633085896076
        30 0.222693531283139
        30 0.223753976670201
        30 0.224814422057264
        31 0.225874867444327
        31 0.226935312831389
        31 0.227995758218452
        31 0.229056203605514
        31 0.230116648992577
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        31 0.232237539766702
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        32 0.234358430540827
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        32 0.236479321314952
        32 0.237539766702015
        32 0.238600212089077
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        32 0.240721102863203
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        33 0.251325556733828
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        33 0.256627783669141
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        34 0.260869565217391
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        35 0.269353128313892
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        37 0.291622481442206
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    \addlegendentry{Movies}
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    \end{tikzpicture}

\end{document}